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Department of Trade and Industry 

Office of Science and Technology 

 

PSA target metrics for the UK research base 

 

December 2005 

 

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The material featured in this report is subject to Crown copyright protection unless otherwise indicated.

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Using OST PSA target metrics for Research or Private Study:

 

All the material featured in this report may be copied or downloaded to file or printer for the purposes of research and private study without requiring specific prior 
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Source: Office of Science and Technology, PSA target metrics 2005 

Crown copyright material is reproduced with the permission of the Controller of HMSO 

 

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The permission to reproduce Crown protected material does not extend to any material in this report which is identified as being the copyright of a third party.  This 
exclusion extends to all those data that are the property of Thomson Scientific

ÂŽ

.  Authorisation to reproduce such material must be obtained from the copyright holders 

concerned other than for the purposes of research and private study. 

 

Contact details

The reporting organisation is 

 Evidence 

Ltd

  

103 Clarendon Road, Leeds LS2 9DF 

 

t/ 

  

0113 384 5680 

 

f/ 

  

0113 384 5874 

 e/ 

 

 

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http://www.evidence.co.uk

 

 

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Contents 

Section 

Page 

Summary 

Introduction 

Definition and description of indicators 

Research FootprintsÂŽ 

12 

Thematic commentary 

16 

Indicator summary pages 

20 

Theme 1 Inputs (including expenditure on research) 

22 

Theme 2 Outputs (including people and publications) 

 

Theme 3 Outcomes (research recognition, citations; training and research quality) 

 

Theme 4 Productivity - financial (outputs and outcomes related to inputs) 

 

Theme 5 Productivity - labour (outputs and outcomes related to other measures) 

 

Theme 6 People 

 

Theme 7 Business expenditure 

 

Background to the indicators 

142 

Glossary 

156 

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Summary 

This is our third report on the performance of the UK research base.  It confirms the UK’s strong relative international performance in terms of achievement, productivity 
and efficiency.  The UK sustains a more consistent performance across fields than most countries and is strongest overall in the natural sciences.  On many indicators it 
has been second only to the USA, but the situation is dynamic: it has moved into first place this year on some indicators and it has been overtaken in other areas.  The 
UK’s strong international performance in terms of quality has been achieved with lower investment compared to its competitors.  Thus far, this has led to a high level of 
productivity in the research base, for both research publications and trained people.  The UK has a relatively lower general availability of people with research training 
although there is a shift to a more highly skilled profile for the research workforce. 

 

Theme 1 - Inputs (including expenditure on research) 

The UK’s share of OST comparator group R&D expenditure is about 4.5%.  The 
UK is spending less on research (Gross Expenditure on R&D, GERD) as a 
proportion of its total economic activity (GDP) than its competitors.  GERD, at 
about 1.8% of GDP, has increased only marginally, and the UK is seventeenth 
of the twenty-one OST comparator group nations for which data are available 
(the average is about 2.25% of GDP) and seventh among G8 nations.  Total 
publicly performed R&D (PUBERD = Government + Higher Education sectors) 
increased in real terms over the last decade (with a slight recent drop) but the 
increase is less than the average for the OST comparator group. 

Theme 2 - Outputs (including people and publications) 

The UK’s share of OST comparator group PhD awards and publications is 
about 9%.  The UK’s share of PhD awards is broadly the same as other 
countries for which data are available but much less than Germany.  Growth is 
higher in SE Asia and some smaller and research competitive European 
nations.  The UK’s share of world journal article publications is ranked second 
behind the USA.  A recent plateau in publication output appears to be 
consolidation rather than actual contraction. 

 

Theme 3 - Outcomes (research recognition, citations; training and 
research quality)

 

The UK’s share of world citations is about 12% and is second highest to the 
USA.  It remains well ahead of most OST comparator group competitors.  
Germany has not improved on last year, but China and some smaller nations 
are increasing their global share rapidly and this has effects on larger countries.  
The UK is also second to the USA in all of ten main research fields except 
mathematics, where it remains third, and in physical sciences and in 
engineering, where it is fourth.  UK share of citations has been maintained in 
most fields.  Smaller nations have displayed sometimes substantial but 
inconsistent increases.  Other measures reflect the high impact of UK 
publications.  The UK has now moved ahead of the USA on impact for pre-
clinical & health and biological sciences.  There are marked improvements 
elsewhere but next year’s data will reveal whether these are statistical or 
sustained.  The UK also benefits from a relatively low frequency of uncited 
material and a consistently good performance across disciplines.  Correlation 
between training volume and impact is positive through weak for the UK 
whereas it is absent for most other G8 countries. 

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Theme 4 â€“ Productivity - financial (outputs and outcomes related to 
inputs) 

The UK is highly productive by the measures applied in this analysis but it is not 
consistently quite as strong as in the past.  The UK produces relatively more 
PhDs per unit HERD (Higher Education R&D spend) than most OST 
comparator group nations.  It is ranked fifth where the USA is ranked eleventh.  
In terms of publicly performed R&D (PUBERD), UK productivity ranks first in the 
G8 and well ahead of the OST comparator group average.  The UK is still 
ahead of other G8 nations in terms of citations per unit GERD but has dropped 
to fifth place in the OST comparator group.  Its share of citations (Theme 3) 
compared to share of funds (Theme 1) is twice the OST comparator group 
average.  The UK has been overtaken by Switzerland in terms of citations per 
unit HERD, although it has improved on other G8 nations. 

Theme 5 – Productivity - labour (outputs and outcomes related to other 
measures) 

The UK is highly productive in terms of labour productivity.  The UK is second 
behind and has gained further on Germany in terms of PhDs awarded per 
researcher; only Switzerland and Spain are more productive.  The UK has a 
lead position in G8 countries and is third overall behind Switzerland and the 
Netherlands on relative productivity (papers published per researcher) and 
effectiveness (citations acquired per researcher).  Indeed, its slight fall in 
papers but gain on citations suggests a shift to quality over quantity.  [NB Italy 
data are anomalous.] 

Theme 6 - People 

For the UK, the general availability of highly skilled people with research 
training is lower than among its competitors, although the balance within the 
research workforce suggests that there is increasing professionalisation.  Only 
0.3% of the UK population as a whole and only 0.6% of the workforce would be 
classified as a researcher, which is less than the OST comparator group 
average.  The UK’s rank position in the low â€˜teens among the OST comparator 
group has changed little over the period.  Researchers are becoming more 
frequent as a proportion of R&D personnel, however, which may reflect 
increasing research professionalisation.  This is good for the UK where change 
is faster than average for the OST comparator group. 

Theme 7 - Business expenditure 

The UK has performed relatively well in terms of business investment in the HE 
research base as defined by OECD but its position is now weakening.  
Business spending as a part of HERD increased in the UK in the mid-1990s but 
it is now falling and the UK is no longer ahead of OST comparator group 
average.  The UK profile for business spend as a proportion of HERD tends to 
track that of the USA.  At the level of research fields, the fall is most noticeable 
in the natural sciences, its core area of research strength. 

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Introduction

This is a report about indicators of the UK’s relative international research 
performance in science, engineering, the social sciences and the humanities 
and arts.  It is the third report with these indicators and in this format.  The 
information content, analysis, commentary and overall structure have 
developed in successive cycles.  The main change this year is the inclusion of 
data on research in the humanities and arts.  This has extended the number of 
sub-fields covered by some indicators. 

The 

Research Footprint

ÂŽ

 diagrams summarise the outcomes of analyses for six 

leading indicators, comparing the research profile of the UK, the G8 and a 
number of other leading research economies.  The 

thematic commentary,

 

following the Footprints, gives a broad overview of the UK’s performance in 
terms of the selected indicators. 

Background 

The objective is to support a system for assessing outputs, outcomes and 
impacts related to the Public Service Agreement (PSA) target to â€˜improve the 
relative international performance of the UK research base’.  This target is 
challenging.  Many studies have indicated that successive advances in 
research become increasingly expensive (the “sophistication” factor, Advisory 
Board for the Research Councils (ABRC), ‘Strategy for the Science Base’, 
1986) and the costs of improving relative performance rise in parallel. 

The Atkinson Review of ‘Measurement of Government Output’ (2005) for the 
Office of National Statistics affirmed that â€˜the measurement of quality is central 
to our concerns’.  Sir Tony Atkinson recommended that all assessments of 
output and productivity should account for this.  This is what the OST sets out 
to do, capturing information not only on what the research base produces for 
the Science Budget investment but how its output is perceived internationally. 

The UK is widely acknowledged to be an extremely effective research 
performer.  It is therefore difficult to improve significantly on this relative level of 
achievement.  Indeed, it will be difficult in some fields to maintain the UK’s 
international status without, for example, additional investment that meets the 
growing competition from technologically specialist research nations in the 

Asia-Pacific economies.  This year’s report particularly highlights the impact 
that China is having as its research base expands. 

Until 2002, the UK Office of Science and Technology (OST) employed a core 
set of indicators that demonstrated the position of the UK and reflected 
effectiveness in the use of research funding.  This report describes an extended 
basket of indicators established in 2003.  Plurality in an indicator system is a 
desirable feature, because over-dependency on any one indicator can be 
misleading.  A balanced set can take account of differences in the pattern of 
performance between research disciplines, the interaction between inputs and 
outputs and possible measures of efficiency and effectiveness, and year on 
year fluctuations in any one indicator. 

Assessing excellence is as important as measuring system average.  The peak 
of research excellence, however defined, includes those highly innovative 
outcomes that are most likely to impact on economic performance.  The 
indicators in this report allow for disaggregation, to throw light on changing 
patterns of selectivity and concentration within the UK science base.  That work 
is being developed in a parallel OST study to be published in 2006. 

Other countries and communities – such as the EU, the NSF in the USA, 
CWTS in the Netherlands and the OST in Paris - already publish reports about 
national science and technology indicators on a regular basis.  This report has 
taken note of the good practice established elsewhere. 

Data and Indicators 

Every piece of research data should have three attributes: subject area, time 
and location.  Each attribute works at varying levels of detail and we need to 
identify the best level for analysis.  Data about research usually measure 
something in one of three primary categories: input (usually financial), activity 
(or proxies such as staff numbers) and outputs.  Secondary indicators describe 
the relationship between them.  Sometimes, outputs can be followed through 
into outcomes and impacts.  The UK indicators include both primary and 
secondary indicators and focus on impacts where possible.  They are listed in 
the table (below) on the “

Definition and description of indicators”. 

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Bibliometric data play a key part in these indicators.  There are reasons for 
being cautious about some uses of such data particularly with respect to social 
science and to humanities’ and arts’ research (see 

Background

 sections after 

the indicator pages).  There is also great value and applicability.  Crucially, 
these data uniquely provide us with international comparisons of research 
quality for most countries and by subject area. 

The 

Background

 sections that come after the indicator data describe the main 

data sources, 

list the range of the OST 

comparator group of countries

, the level 

of 

subject disaggregation

 and the 

time frames

 used for comparisons.  There is 

also a discussion about the significance and interpretation of 

bibliometric 

indicators 

and some cultural aspects of publication and citation behaviour in 

different countries and disciplines. 

International comparisons 

are made across an OST comparator group of 25 

countries.  This includes the full G8 (UK, USA, Canada, France, Germany ,Italy, 
Japan, Russia).  In addition there is a combination of some larger and OECD 
countries from different continents with research bases both similar and 
contrasting in structure to the UK, and a spread of smaller nations with active 
and rapidly growing research bases with specific strengths.  These are 
Belgium, Denmark, Finland, Netherlands, Poland, Spain, Sweden, Switzerland, 
Australia, Brazil, China, India, Iran, Israel, Singapore, South Africa, South 
Korea, and Taiwan.  A separate line of analysis for a group of 15 EU countries 
(EU15 = member countries in 2003) is also included where feasible and 
appropriate. 

Many of the graphs that illustrate performance indicators use short codes for 
these countries, for clarity.  These codes are linked to their countries in a table 
in the 

Background

 sections. 

Subject disaggregations

 used in this report employ two systems of 

categorisation.  First, there are five main OECD categories (medical sciences, 
natural sciences, engineering and technology, social sciences and humanities 
[which includes the arts]).  Second, subjects based on 69 UK Units of 
Assessment (UoAs) are grouped by publication similarity into ten Super-UoAs 
(Clinical, Pre-clinical/health, Biological sciences, Environmental sciences, 
Mathematics, Physical sciences, Engineering, Social sciences, Business, 
Humanities). 

International R&D databases have historically focussed on science and 
technology and are therefore have some deficits in social science and 
humanities data.  This does affect some analyses, and this is discussed further 
in the 

Background

 sections. 

The humanities and arts are included in the subject spread for the first time.  
Not all the research indicators used in the natural sciences are well suited to 
analysing research performance in these disciplines.  Account can be taken of 
feedback from readers and users of this report so as to ‘tune’ these 
presentations for later editions. 

Details of the countries and subjects are given in the relevant part of the 

Background

 section after the indicators. 

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Definition and description of indicators 

Indicator number 

Description of performance 
indicator 

Condition signalling 
improvement 

Level of disaggregation 

Primary data sources 

THEME 1 

INPUTS including expenditure on 
research 

 

 

 

OECD MSTI 2005-1 

1.01 

GERD relative to GDP (R&D 
intensity) 

Increased proportion of R&D 
specific spend 

System 

 

1.02 

Publicly performed R&D 
(PUBERD) as proportion of GDP 

Increased proportion of R&D 
specific spend 

System 

OECD MSTI 2005-1 

THEME 2 

OUTPUTS including people and 
publications 

 

 

 

2.01 

Number and share of OECD PhD 
awards 

Increased count and increased 
share by comparison with 
competitors 

System 

OECD Education Database 

OECD MSTI 2005-1 

2.02 

PhDs awarded per head of 
population 

Increased ratio 

System 

OECD Education Database 

2.03 

Number and share of world 
publications 

Increased count and increased 
share by comparison with 
competitors 

System 

ISI National Science Indicators 2004 

THEME 3 

OUTCOMES including research 
recognition and citations; training 
and research quality 

 

 

 

3.01 

Number and share of world 
citations 

Increased count and increased 
share by comparison with 
competitors 

System 

ISI National Science Indicators 2004 

3.02 

Number and share of world 
citations in ten main research 
areas 

Increased national count and 
share  

SUoA 

ISI National Science Indicators 2004 

3.03 

Rank of share of world citations 
by nine main research fields - 
frequency in top 3 

More frequent presence in top 
three among fields 

System 

ISI National Science Indicators 2004 

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Indicator number 

Description of performance 
indicator 

Condition signalling 
improvement 

Level of disaggregation 

Primary data sources 

3.04 

Share of citations relative to 
share of publications 

Increase in citation share 
compared to source share within 
field 

SUoA, using NSI5 for 
constant time frame 

ISI National Science Indicators 2004 

3.05 

Number and proportion of uncited 
publications 

Decrease in ratio of uncited to 
total sources 

SUoA, using NSI5 for 
constant time frame 

ISI National Science Indicators 2004 

3.06 

Number and share of cited 
publications 

Increase in ratio of cited to total 
sources 

System 

ISI National Science Indicators 2004 

3.07 

National share of papers in top 
1% by citation count 

Increase in share 

System 

ISI Essential Science Indicators 

3.08 

Citation impact (citations per 
publication) relative to world 
baselines 

Increased impact compared to 
world 

System 

ISI National Science Indicators 2004 

3.09 

Citation impact relative to world 
baselines in ten main research 
fields 

Increased impact in main 
research fields 

SUoA 

ISI National Science Indicators 2004 

3.10 

Variation and consistency of 
research strength 

Reduced ratio between variance 
and average. Maximised ratio of 
average/variance. 

SUoA 

ISI National Science Indicators 2004 

ISI National Science Indicators 2004 

3.11 

Relationship between distribution 
of research training across 
subjects and research quality 

Improved match in distribution; 
improved research training power 
(product of volume and quality) 

Data related across 
research fields (OECD 
level) 

OECD Education Database 

THEME 4 

PRODUCTIVITY – FINANCIAL 
including outputs and outcomes 
related to inputs 

 

 

 

OECD Education Database 

4.01 

PhDs awarded relative to HERD 

Increased ratio 

System 

OECD MSTI 2005-1 

OECD Education Database 

UK SET statistics and HESA data 

4.02 

PhDs awarded relative to HERD 
in five main research areas 

Increased ratio 

OECD fields 

OECD RDS 2004-2 

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10 

Indicator number 

Description of performance 
indicator 

Condition signalling 
improvement 

Level of disaggregation 

Primary data sources 

OECD Education Database  

4.03 

PhDs awarded relative to 
PUBERD 

Increased ratio 

System 

OECD MSTI 2005-1 

ISI National Science Indicators 2004 

4.04 

Citations relative to GDP 

Improved ratio of citations per 
GDP compared to recent past 

System 

OECD MSTI 2005-1 

ISI National Science Indicators 2004 

4.05 

Number and share of citations 
relative to GERD 

Increased citations per unit 
expenditure 

System 

OECD MSTI 2005-1 

ISI National Science Indicators 2004 

4.06 

Citations relative to PUBERD 
(GOVERD + HERD) 

Increased citations per unit 
expenditure 

System 

OECD MSTI 2005-1 

ISI National Science Indicators 2004 

4.07 

Citations relative to HERD 

Increase in citations per unit 
spend 

System 

OECD MSTI 2005-1 

ISI National Science Indicators 2004 

UK SET statistics and HESA data 

4.08 

Citations relative to HERD in five 
main research areas 

Increase in citations per unit 
spend at the OECD macro-
category level 

OECD fields 

OECD RDS 2004-2 

THEME 5 

PRODUCTIVITY – LABOUR 
including outputs and outcomes 
related to non-financial measures 

 

 

 

OECD Education Database 

5.01 

PhDs awarded per researcher 

Increased ratio 

System 

OECD MSTI 2005-1 

ISI National Science Indicators 2004 

5.02 

Publications per researcher 

Increased relative output 

System, NSI5 averaging 

OECD MSTI 2005-1 

ISI National Science Indicators 2004 

5.03 

Citations per researcher 

Increase in citation ratio 

System, rolling 5 year 
averages 

OECD MSTI 2005-1 

THEME 6 

PEOPLE 

 

 

 

6.01 

Researchers per thousand 
population 

Increased ratio 

System 

OECD MSTI 2005-1 

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11 

Indicator number 

Description of performance 
indicator 

Condition signalling 
improvement 

Level of disaggregation 

Primary data sources 

6.02 

Researchers per thousand 
workforce 

Increased ratio 

System 

OECD MSTI 2005-1 

6.03 

R&D personnel per thousand 
population  

Increased ratio 

System 

OECD MSTI 2005-1 

6.04 

R&D personnel per thousand 
workforce 

Increased ratio 

System 

OECD MSTI 2005-1 

6.05 

Researchers per R&D personnel 

Change in ratio 

System 

OECD MSTI 2005-1 

THEME 7 

BUSINESS EXPENDITURE 

 

 

 

7.01 

Business R&D investment in 
publicly performed R&D (BE-
PUBERD as a proportion of 
PUBERD) 

Increased ratio 

System 

OECD MSTI 2005-1 

7.02 

BE-GOVERD as a proportion of 
total GOVERD 

Increased ratio 

System 

OECD MSTI 2005-1 

7.03 

BE-PNPERD as a proportion of 
total PNPERD 

Increased ratio 

System 

OECD RDS 2004-2 

7.04 

BE-HERD as a proportion of total 
HERD 

Increased ratio 

System 

OECD MSTI 2005-1 

7.05 

BE-HERD as a proportion of total 
HERD in five main research 
areas 

Increased ratio 

OECD fields 

OECD RDS 2004-2 
 
UK SET statistics and HESA data 

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12 

Research Footprints

ÂŽ

 

There are over 30 research indicators grouped under seven themes.  This complex body of data provides an informative and comprehensive view of many aspects of 
the comparative international performance of the research base, but it is not readily absorbed.  We have used a Research FootprintÂŽ to illustrate key data. 

Each country has a distinctive Research Footprint

ÂŽ

 of its international research competitiveness.  Our figure uses six key indicators and provides a direct graphical 

comparison of the performance of select comparator countries with the OST comparator group average.  The shaded area is the â€˜footprint’ of a stated country, which can 
be compared directly with the dotted line that marks the average footprint for the group.  Each axis measures a specific indicator, with the lowest level of performance 
(low rank or zero activity) at the origin near the centre and the maximum value at the outer end of the axis.  The area of the footprint has no statistical significance. 

 

 

 

1.02 PUBERD 

per 

GDP 

Theme: Inputs 
Full title: Publicly performed R&D (PUBERD) as proportion of GDP 
Description: Volume of publicly funded R&D relative to general economy 

2.01 

Share of OECD PhDs 

Theme: People (research degree output) 
Full title: Number and share of OECD PhD awards 
Description: Highly skilled people: research degree output 

2.03 

Share of world publications 

Theme: Outputs 
Full title: Number and share of world publications 
Description: Relative output volume  

3.01 

Share of world citations 

Theme: Outcomes 
Full title: Number and share of world citations 
Description: Esteem measured by share of world citations 

3.03 

Lead citation share by research field 

Theme: Outcomes 
Full title: Frequency in top three for rank of world citation share by nine main 
research fields 
Description: Breadth of research strength measured by spread of dominance 

6.02 

Researchers per thousand workforce 

Theme: People 
Full title: Workforce research capacity 
Description: Skilled R&D capacity within national workforce 

 

3.01 Share of world citations

2.03 Share of world

publications

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

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13 

Research Footprint

ÂŽ

 of comparative UK research performance 

 

The Research Footprint

ÂŽ

 for the UK is compared in the next two pages, first 

with other G8 nations and with the pattern for the EU15 as a whole and second 
with a set of other leading research nations in the OST comparator group. 

The display uses absolute values, not ranked position.  Because of data and 
analysis changes, the comparator average Research Footprint

ÂŽ

 â€“ essentially 

the reference point for others - covers a slightly different area to that of 2004 
and relative performance of specific countries may therefore appear to expand 
or retreat.  The data coverage â€“ for countries, years and fields – has improved 
again since last year. This has identified a number of exceptional performers for 
particular indicators, some of which appear to behave inconsistently and may 
be amended in later reports.  There are also some anomalous values (e.g. 
those involving GDP for Russia). 

The status of the USA is quite clear.  It will continue to be a strong performer 
across the board and contributes the maximum volume performance on most 
indicators because of its sheer size, although its efficiency is certainly less 
impressive and its effectiveness is being challenged.  One example of an 
exception is in terms of public expenditure on R&D as a proportion of GDP 
(indicator 1.02).  On that indicator there are smaller nations, such as Sweden, 
Denmark and the Netherlands, that all spend relatively more.  Other indicators 
show that they all have relatively highly skilled populations and rising 
performance in niche research areas. 

The EU has no calculated value on indicator 3.03 [which would be a summation 
of specific countries rather than an integrated figure] where it would score as 
highly as the USA.  It has more PhDs than the USA (indicator 1.01) and higher 
average PUBERD per GDP (indicator 1.02) but relatively fewer researchers in 
its total workforce (indicator 6.02), although the data are patchy in this area. 

The UK has a substantial and growing share of world publications (indicator 
2.03) and citations (indicator 3.01).  Because it ranks second on average to the 
USA, it also has a very good position on average ranking by major research 
area (indicator 3.03).  The UK’s share of OECD PhD awards (indicator 2.01) 
matches its share of outputs but is less than its achievement on other 
indicators.  It has a relatively low (below average) concentration of researchers 
within its workforce (indicator 6.02) by comparison with some of the smaller 
countries with rising profiles. 

Overall, the UK can be seen to have a good all round performance by 
comparison with most of the G8 and all of the smaller countries, but the well 
balanced performance of Germany â€“ good business investment, strong PhD 
output, above average proportion of research workers - is also notable.  Each 
report has confirmed that it is the major research competitor for the UK in 
Europe.  Japan’s strength is in its research work-force (indicator 6.02), as it is 
for Sweden.  While Switzerland has a strong average bibliometric performance 
in many fields, in the Research Footprint

ÂŽ

 presentation its relatively small 

research base and capacity becomes clear. 

China has been given a Research Footprint

ÂŽ

 this year, replacing Belgium.  

China has exceptional growth in its research base and is rapidly expanding its 
volume of activity with rapid growth in GERD, growth in outputs in most fields of 
science and technology and a very large R&D workforce with a relatively high 
proportion of researchers.  The Research Footprint

ÂŽ

 shows the extent to which 

this latent strength has yet to be translated into quality outcomes.  On these 
criteria, China remains a ‘sleeping giant’ but the weight of its footfall can be 
expected to change this picture significantly in the next few years. 

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14 

Research Footprints

ÂŽ

 for UK, G8 countries (except Russia) and the EU15 

 

14

17

20

23

UK

USA

EUROPEAN UNION

CANADA

FRANCE

GERMANY

ITALY

JAPAN

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

 

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15 

Research Footprints

ÂŽ

 for other leading comparator nations 

 

77

50

53

56

SWITZERLAND

SWEDEN

SPAIN

SOUTH KOREA

NETHERLANDS

DENMARK

CHINA

AUSTRALIA

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

3.01 Share of world citations

2.03 Share of World Sources

6.02 Researchers per

thousand workforce

1.02 PUBERD per GDP

2.01 Share of OECD PhDs

3.03 Lead citation share

by research field

 

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16 

Thematic commentary 

Theme 1 - Inputs (including expenditure on research) 

The UK is spending less on research as a proportion of its total economic 
activity than its competitors and less than the EU15 average.  It share of 
comparator group R&D spend is about 4.5%, which is barely half its share of 
group outputs (

Theme 2 

and

 Indicator 4.05

).  Its ranked position on R&D spend 

is also declining on current data. 

GERD as a proportion of GDP indicates research intensity in the economy.  UK 
GERD was about 8% higher in 2003 compared with the average for the recent 
past (

Indicator 1.01

) but it remains at only about 1.8% of GDP and has fallen in 

regard to the OST comparator group average.  Business expenditure in UK 
R&D has fallen across the public sector (

Theme 7

).  The UK is 6

th

 among G8 

nations and ranks only 17

th

 among the twenty-one OST comparator group 

nations for which data are available (average around 2.3% GDP and 
progressively increasing).  The most rapid increase in GERD is for China, which 
now exceeds all but the USA and Japan. 

GOVERD and HERD refer to expenditure on R&D performed in the 
GOVernment and Higher Education sectors.  The sum of these (PUBERD) 
forms the bulk of the publicly funded research base.  This has generally 
increased in real terms for the UK over the last decade, but dropped in 2001-02 
and the increase now is less than the average for the OST comparator group.  
The UK is 7

th

 among G8 nations (

Indicator 1.02

).  UK HERD has increased in 

real terms (see table in 

Indicator 4.07

) but at a slower rate than the OST 

comparator group. 

Theme 2 - Outputs (including people and publications) 

The UK’s share of global research people and publication outputs are both 
around 9%  The UK is ranked 3

rd

 globally in terms of people output and 2

nd

 in 

terms of papers, despite a recent fall in volume. This contrasts with its rank on 
inputs (

Theme 1

). 

The UK’s share of PhD awards (now over 9%) is similar to that of similar 
countries for which data are available but much less than Germany (

Indicator 

2.01

).  In relation to population size, UK output has been in line with a general 

trend whereas Germany is a high outlier.  Looking to the future, growth is higher 
in South East Asia, and some smaller and research competitive European 
nations also outrank the UK on this measure (

Indicator 2.02

). 

The UK’s share of world journal article publications (slightly less than 9%) was 
overtaken by Japan in 2003 but has now moved back to 2

nd

 behind the USA 

(

Indicator 2.03

).  A plateau in publication output over the last few years followed 

a period of annual increases in many countries.  The drop in UK share is likely 
to be due to consolidation rather than contraction as it has not affected quality 
(

Theme 3

). 

Theme 3 - Outcomes (research recognition, citations; training and 
research quality) 

The UK is very efficient in terms of research outputs (as the contrast between 

Theme 1 and 2

 shows) and, generally, has fewer lower quality papers than 

most of its competitors.  The UK relative international research performance is 
second behind the USA in terms of overall research recognition but it now 
performs better than the USA in some specific areas though less well in others.  
It has a good balance of strength in its performance, however, and has fewer 
areas of relative weakness than some competitor nations.  The rapid growth of 
outputs from the China research base is likely to make the international picture 
more dynamic over the next few years. 

The UK’s total citation count is 2

nd

 highest to the USA and has risen to just over 

12% of world citations (

Indicator 3.01

).  It remains ahead of all other OST 

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17 

comparator group competitors.  Germany was closing but has not improved its 
relative position in recent years.  China is rapidly increasing its global share, as 
are some smaller nations and this has effects on larger countries. 

The UK is clearly ahead of competitors (albeit 2

nd

 to the USA) on citation count  

in all of ten research fields including the new humanities field, but not in 
mathematics, where it is 3

rd

, and in physical sciences and in engineering, where 

it is 4

th

 (

Indicator 3.02

).  Its share of global citations has increased in most fields 

but not in environmental sciences.  It is becoming clear that there are some 
inconsistent annual oscillations and that longer term trends are more important.  
Citation growth among smaller nations does â€˜attack’ the global share of larger 
countries but the trend among individual small countries is erratic. 

A measure of consistency in research strength is found in the frequency with 
which a country appears in the top tier of nations, ranked by citation count for 
each of nine main fields (

Indicator 3.03, 

see also

 Indicator 3.10

).  The USA is in 

the top tier in all fields.  The UK performs strongly on this indicator and is in the 
top three in seven of nine fields.  Germany is the only other nation that performs 
well across many fields.  It had improved to place in the top three in six fields 
but has slipped to only five fields.  No nation outside the G8 is placed in the top 
three on this measure in any field. 

Citation count usually increases with numbers of papers published (source 
count).  So, although numbers of citations (

Indicators 3.01, 3.02

) give one 

measure of esteem, it is also important to look at share of global citations 
compared to share of sources so as to account for this scaling.  

Indicator 3.04

 

shows that the UK has a positive difference between share of citations less 
share of outputs in eight of ten research areas, particularly biological, physical 
and environmental sciences.  Other countries have multiple positive balances 
but these are smaller in scale than for the UK or concentrated in niche areas. 

Not all papers are subsequently cited, so their impact on research remains 
obscure.  About 35% of UK papers remain uncited in any 5-year period but this 
proportion and the UK’s share of the world's uncited papers has declined â€“ so 
its performance has improved - compared to the recent past (

Indicator 3.05

).  

The decline is seen across all fields; it has the fewest uncited among G8 
countries in Biological, Environmental and Social Sciences and Humanities.  

The UK’s ratio of cited papers to total outputs is greater than for the OST 
comparator group average and improving in all fields (

Indicator 3.06

). 

The UK has the 2

nd

 greatest - and a growing - share (13.2%) of the world’s 

most highly cited papers (

Indicator 3.07

).  Its average research impact 

(measured by the number of citations per paper for these data) is ranked 8

th

 but 

the volume of this high impact material is greater than for countries ahead of 
the UK such as Switzerland, the Netherlands and Scandinavia.  UK share has 
again increased whereas that for the countries ahead of the UK on impact, 
including the USA, has fallen. 

Research impact is usually indexed by the average ratio of citations to sources. 

 

Indicator 3.08

 shows that, for the research base as a whole, the UK’s average 

impact increased progressively in the last ten years and has stepped up 
between the recent past (the five years to 2003) and 2004.  This has moved the 
UK even closer to the USA and further ahead of most other G8 countries but 
Germany has also improved and is a close competitor.  The UK now stands 5

th

 

in the world where it was 7

th

How does the pattern of research impact vary between disciplines?  It is 
reviewed at the level of the ten main research fields in 

Indicator 3.09

.  The data 

show marked improvements for the UK in some areas where it is now ranked 
ahead of the USA in pre-clinical & health sciences and in biological sciences.  
Although ranked further back among the OST comparator group as a whole, its 
impact has improved progressively in many fields over the last decade.  The UK 
has almost closed the gap on the USA in mathematics, and has a marked 
improvement in physical sciences and a sustained upturn in engineering. 

Is research strength broad based and diverse or does it peak only in specific 
disciplines?  Average research impact and variation in quality between fields 
both contribute to the overall performance of the research base (see also 

Indicator 3.03

).  A more consistent performance provides more even capacity 

and hence enables flexibility in response to opportunities.  

Indicator 3.10

 links 

information on field specific impact and considers both average across fields 
and variation between fields for leading research countries.  The UK has both a 
strong average and a relatively even performance.  The UK position has been 
consistent between 2000 and 2004 whereas the USA has dropped back and 

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18 

the Netherlands has improved its average only at the cost of more concentrated 
excellence. 

Does people quality match publication quality?  It is not possible directly to 
measure the quality of highly skilled people trained in the research base, but we 
can test the broad correlation between relative training volume and relative 
research impact.  There is a correlation between training and impact for the UK 
(

Indicator 3.11

) whereas this is absent for most G8 countries.  UK PhD awards 

are concentrated in the natural sciences, which is where 

Indicator 3.09

 

suggests that the UK has relative research strength.  Thus the UK’s 
advantageous productivity pattern (

Theme 1, Theme 2

) is matched by a very 

positive quality pattern. 

Theme 4 â€“ Productivity - financial (outputs and outcomes related to 
inputs) 

The UK is highly productive across the research base by the measures applied 
in this analysis, as has been indicated above.  However, its position is 
challenged in some fields and is not as uniformly strong as it has been in the 
past. 

Highly trained people are an important product of the research base.  

Indicator 

4.01

 shows relative productivity as PhDs awarded in relation to general spend 

in the HE sector (HERD) and by main research areas (

Indicator 4.02

).  This is 

discussed above in terms of output (

Indicator 2.01

). 

Total UK PhD awards are similar to most other G8 nations, though less than 
Germany and much less than the USA.  Compared to the level of spend on 
R&D performed in the HE sector (HERD, 

Indicator 4.01

) the UK produces 

relatively more PhDs per unit spend than most OST comparator group nations 
and is ranked 5

th

, above the EU average.  The USA is ranked 11

th

.  Other 

measures do indicate that UK quality is high, so the assets of the research base 
appear to be used effectively although it is, of course, not necessarily the case 
that higher people output per unit research spend is a quality measure. 

At the level of five main research fields, the UK ranks 3

rd

 to Germany and the 

USA in volume in the natural sciences but has moved ahead of Germany in 
terms of PhDs per HERD, and is well ahead of OST group average.  
Productivity has fallen back markedly in engineering.  The correlation between 
level of HERD and PhD awards is less clear in medical sciences, where the UK 
is lower ranked and has productivity well below OST group average; Germany 
remains well ahead.  The UK is below the OST comparator group average in 
the social sciences, although there are issues about data quality in this area, 
but well ahead in the humanities (

Indicator 4.02

). 

We can also index PhD output in terms of total PUBlic expenditure on R&D 
(PUBERD, 

Indicator 4.03

) and the UK then ranks 1

st

 in the G8 ahead of 

Germany and well ahead of the OST comparator group average against which 
it is improving its position. 

Research performance in relation to the general economy (GDP) is of less 
direct significance.  Although productivity is falling, the UK is 1

st

 among G8 

countries on citations per GDP (

Indicator 4.04

) but lies 7

th

 overall behind 

Switzerland and Scandinavian nations.  Its performance is about 30% better 
than the OST comparator group average whereas other G8 apart from Canada 
are below that average. 

The UK has dropped from 3

rd

 to 5

th

 in the OST comparator group in terms of 

citations per unit GERD but has maintained its performance over the recent 
past and is well ahead of other G8 nations.  As would be predicted from 
examination of 

Theme 1

 and 

Theme 2

, it share of citations per share of spend 

is better than twice the OST comparator group average (

Indicator 4.05

). 

UK PUBERD has fallen compared to the OST comparator group average over 
the last ten years.  

Indicator 4.06

 shows that citations per unit spend have 

improved over the period, while the USA and Canada have fallen on this 
measure and the UK’s lead within the G8 has therefore increased.  The UK is 
now 3

rd

 to Switzerland and Denmark in the OST comparator group. 

In terms of citations per unit spend as HERD (

Indicator 4.07

), the UK had led 

the OST comparator group in the past and fell back slightly last year but is 2

nd

 

to Switzerland.  Its performance has remained well ahead of OST comparator 

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19 

group average and improved on other G8 nations while the USA has dropped.  
At the level of OECD fields (

Indicator 4.08

) the UK is now 2

nd

 to the Netherlands 

in natural sciences.  Denmark has moved further ahead in engineering, but the 
USA has dropped behind the UK.  In the social sciences the UK has improved 
its performance relative to the OST comparator group average but the USA, 
though declining, remains far ahead on this measure.  In the humanities the UK 
has a clear lead, although the significance of this is open to interpretation. 

Theme 5 – Productivity - labour (outputs and outcomes related to other 
measures) 

The UK is highly productive in terms of labour productivity. 

Skilled people are a key contribution to future resources for the knowledge 
economy.  The UK is 2

nd

 in the G8 but has gained further on Germany in terms 

of PhDs awarded per researcher (

Indicator 5.01

).  Only Switzerland and Spain 

are more productive.  The UK has maintained its level of output during a period 
when the USA slipped back. 

On relative productivity (papers published per researcher, 

Indicator 5.02

) and 

effectiveness (citations acquired per researcher, 

Indicator 5.03

) the UK has a 

strong lead position in G8 countries (excepting anomalous data for Italy) and 
has been 3

rd

 overall behind Switzerland and the Netherlands.  In the last year, 

UK paper productivity has fallen slightly compared with the recent past 
(previous five years) but citation acquisition has improved suggesting that 
people have produced fewer but better papers. 

Theme 6 - People 

The UK has a weaker availability of highly skilled people with research training 
– in relation to population and to the workforce as a whole - than its 
competitors.  However, there may be some shift in the skills balance among 
research personnel. 

We can index each country’s researchers and R&D personnel in relation to the 
general population and the national workforce.  As we move towards an 
increasingly technology and knowledge based economy, these indicators may 
take on added significance as a measure of national capacity to absorb and use 
knowledge based opportunities.  The Scandinavian countries are strong in this 
regard. 

In the UK, only 0.3% of the population as a whole would be classified as a 
researcher (

Indicator 6.01

).  This is less than the OST comparator group 

average, where the UK is ranked 15

th

, and is lowest in the G8 where no nation 

is much higher than 0.5%.  The USA has reached 0.5% and is consistently 
improving whereas there has been little change in the last decade for the UK.  
Frequency of R&D personnel in the population is higher, typically 0.45% 
(

Indicator 6.03

) but the UK is again below OST comparator group and EU 

average and is the lowest except for Italy in the G8. 

If comparison is made to the size of the national labour-force (

Indicator 6.02, 

6.04

), the UK rank has slipped to 17

th

 in the OST comparator group for 

researchers (0.6% of labour-force) and 15

th

 for R&D personnel (0.88% down 

from 0.92% last year).  In both cases, the UK is the lowest ranked except Italy 
among G8 nations. 

Change in the structure of research personnel in the labour-force is reflected in 
a measure of researchers as a proportion of R&D personnel (

Indicator 6.05

).  

This may be an indication of increasing professionalisation of research work.  
The UK now ranks 8

th

 in the OST comparator group, ahead of Denmark and 

Sweden, and 2

nd

 to Japan in the G8.  Its share of researchers as a proportion of 

R&D personnel is increasing faster than average. 

Theme 7 - Business expenditure 

The UK has performed relatively well in the past in terms of business 
investment in the HE research base as defined by OECD.  Recent data suggest 
that this investment is not being sustained. 

background image

 

 

20 

The Business Enterprise (BE) sector funds some of the research performed in 
the public sector.  While business investment options are obviously affected by 
the general economic cycle, increases in BE within R&D may reflect relevance 
of public research to commercial objectives and confidence in the ability of the 
research base to produce returns on investment in one form or another. 

Total PUBlic sector Expenditure on R&D is PUBERD.  Business expenditure on 
R&D that is performed in the public sector (BE-PUBERD) is correlated with total 
spend (

Indicator 7.01

).  The UK has performed well on this measure but has 

dropped to 8

th

 overall and is now only 3

rd

 in the G8 group.  Among generally flat 

trends UK BE-PUBERD appears to be decreasing but it is difficult to forecast. 

Business spend as a proportion of GOVERD (

Indicator 7.02

) is less well 

correlated.  The UK has had a strong position and is still ranked 4

th

 in the OST 

comparator group but BE as a proportion of GOVERD is falling from twice the 
OST comparator group average to less than one-third better than that.  UK 

business spend in regard to Private Non-Profit R&D (PNPERD, 

Indicator 7.03

is typical of the OST comparator group.  There is little spread among the G8 
apart from an exceptionally high result for Japan. 

BE spending as a part of HERD (

Indicator 7.04

) increased in the UK in the mid-

1990s but the UK has now fallen behind both OST comparator group and EU 
average and has fallen to 10

th

 in rank.  The UK profile for business spend as a 

proportion of HERD has consistently tracked the USA but there has been 
growth in Germany and some smaller countries whereas in other countries 
there have been marked falls.  At the level of four OECD fields, a marked 
decrease for the UK is in the natural sciences â€“ an area of strong performance - 
whereas there has been an improvement in the social sciences (

Indicator 7.05

). 

Note that HERD as defined by the OECD covers more than just universities and 
the basket may vary between countries. 

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21 

Indicator summary pages

 

The body of this report is a page by page summary of the detailed quantitative analyses for each indicator.  The layout for each page follows a similar pattern: 

•

 

Report on indicator and the headline results. 

•

 

Table of key results (actual values and ranked performance among comparators) for the latest year for which data are available and the average value for the 
previous 5 years.  The Table also shows current change in performance (ratio of activity between latest and recent, or difference in rank) and then ranks that 
change among the OST comparator group and G8 competitors to reflect the relative as well as absolute shift in current UK performance. 

•

 

Charts of data for UK and competitors (usually G8 plus select others) showing trends. 

Additional explanatory notes are in the 

Background

 section at the end of this document. 

 

Description of performance indicator

2  Citations in main research fields (SUoAs): national count and share of OST comparator group total

Condition signalling improvement

Increased national count and share 

Biological Sciences

Average 

1997 - 2001

Actual

2002

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

168,098.8

10,323

0.0614

OST average citation count

65,102.2

3,814

0.0648

UK citation count - Rank among OST group

2

2

0

UK citation count - Share of OST group

0.100

0.104

1.046

9

2

UK citation count - Share of world

0.123

0.133

1.083

Note that this table ranks both performance and change in performance 

Ranked change in perf

Citation share among OST group for G8 nations (USA omitted) for SUoA Biological Sciences

0

0.02

0.04

0.06

0.08

0.1

0.12

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

Year

C

o

u

n

tr

y'

s sha

re of

 t

o

ta

O

S

c

o

mpar

a

tor

 gr

oup

 

ci

ta

ti

o

n

s w

ith

in

 S

U

o

A

UK

CANADA

FRANCE

GERMANY

ITALY

JAPAN

RUSSIA

Indicator Headline 

In Biological Sciences, the UK citation 
share overall is 2nd to the USA.

The UK's rank citation count remained 
2nd highest to the USA for both 1997-
2001 and 2002 periods (difference = 0 - 
remaining the same).

The change in UK citation share ratio of 
1.046 between periods 1997-2001 and 
2002 is second among G8 nations to 
Germany which had a ratio of 1.092, 
indicating that Germany's citation share is 
growing at a slightly faster rate than the 
UK.

The UK ranked position of 9th on change 
in OST citation share is because other 
countries, notably Poland and Spain in 
this case, are increasing their citation 
share at a faster rate than the UK - even 
though their citation counts are smaller 
than the UK.  The average citation share 
ratio of the 8 countries ahead of the UK is 
1.331.

Between the periods 1997-2001 and 2002 
the USA has shown a decrease in citation 
share by a ratio of 0.978.

Although there were reductions in UK 
citation share in both 1996 and 2001 
there is a slight but progressive rise 
across the period.

Graphs may omit USA & 

EU 15 if inclusion would 

distort vertical axis 

Key results for UK (or OST group) 

actual and ranked performance in 

latest data year and average for 

previous 5 years 

Indicator identification and 

description 

One or more graphs illustrating 

data scatter and performance 

trend of UK and OST group or G8 

Text may include commentary on additional issues arising from data or indicators

Change in UK performance 

ranked among total OST group 

and G8 

Change (ratio or difference) 

between last year and recent 

Headline outcome of 

analyses describing UK 

status and recent 

performance 

background image

Description of performance indicator

1.01 GERD relative to GDP (R&D intensity)

Condition signalling improvement

Increased proportion of R&D specific spend

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK GERD as a percentage of GDP - Actual

1.85

1.84

0.99

OST average GERD as percentage of GDP

2.15

2.29

1.06

UK GERD per GDP - Rank

16

17

-1

UK GERD per GDP / OST average GERD per GDP

0.86

0.80

0.93

GERD as a percentage of GDP - G8 nations (Russia not included)

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

GE

RD as a percentage of GDP

UK

USA

CANADA

FRANCE

GERMANY

ITALY

JAPAN

EUROPEAN
UNION

Data:  OECD (MSTI)

Indicator Headline

The relative size of GERD (the most general 
measure of the share of total GDP that is spent 
on research and development, R&D) is an 
indication of the relative research intensity of 
the economy as a whole.  GERD is an input 
measure rather than a measure of research 
performance.  Nonetheless it is an important 
contextual indicator alongside output measures 
(Theme 2).

UK GERD makes up about 4% of the 
comparator group total (this contrasts with UK 
outputs which make up 9% of the comparator 
group total outputs - see Indicator 2.03). In 
absolute terms, adjusted for PPP, it is just over 
10% of that of the USA and is smaller than that 
of both France and Germany.  In relative terms, 
it is a lower percentage of GDP at 1.84% (as 
measured in million 2000 $ - constant prices 
and PPP, this compares with 1.89% when 
measured in million current PPP $) than for the 
OST group average and has fallen in recent 
years by comparison to that average.  It has 
also fallen below the average for the EU15 
nations.

The most rapid rate of increase in GERD is that 
for China, for which no time series data were 
available until this year.  Although it has only 
reached 1.3% of GDP, this is a relative 
doubling over the decade and a fourfold 
increase in absolute value.  China's GERD 
($80Bn PPP 2000) now exceeds all but the 
USA and Japan and will soon approach 50% of 
the EU15 total ($190Bn).  We draw attention to 
increasing China research activity on a number 
of indicators.

cont./

22

background image

Description of performance indicator

1.01 GERD relative to GDP (R&D intensity)

Condition signalling improvement

Increased proportion of R&D specific spend

GERD relative to GDP - OST comparator nations, 2003

EU15 

TWN 

SKO 

SGP 

ISR 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

1000

10000

100000

1000000

100000

1000000

10000000

100000000

GDP (2000 $M PPP)

GE

RD (2000 $M

 P

P

P

)

Data: OECD (MSTI)

Check Background section of the report for country short codes

Indicator Headline cont.

GERD is progressively increasing for the 
comparator group as a whole, although the 
increase to 2003 was the smallest for ten 
years.

Sweden, Finland and Switzerland all have 
GERD over 2.5% as a share of GDP as do 
Israel and South Korea.  Most other G8 nations 
also have a flat or declining profile, although 
Italy has maintained its GERD and Canada has 
moved ahead of the UK. 

The figures in this report are affected by the 
inclusion of some countries where data were 
previously unavailable, including China.  All the 
data are now rebased to year 2000 purchasing 
power parity instead of 1995.

GERD includes both public and private sector 
spend and is thus related to a country's 
industrial R&D structure, the balance of 
different industries and their investment in 
research.  It is only a partial measure as 
regards the influence of domestic policy on 
R&D.  However, the tendency of industry to 
invest is likely to be affected by public policy 
and its relationship to both general 
competitiveness and the specific value of the 
public sector research base.

Specific data on business expenditure (BERD) 
are considered further in Theme 7.

23

background image

Description of performance indicator

1.02  Publicly performed R&D (PUBERD) as a proportion of GDP

Condition signalling improvement

Increased proportion of R&D specific spend

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK PUBERD as a percentage of GDP - Actual

0.60

0.57

0.96

OST comparator group average PUBERD as percentage of GDP

0.68

0.72

1.07

UK PUBERD per GDP - Rank

15

18

-3

UK PUBERD per GDP / OST comparator group av'ge PUBERD per GDP

0.88

0.79

0.90

PUBERD as a percentage of GDP - G8 nations (Russia not included)

0.4

0.5

0.6

0.7

0.8

0.9

1.0

1.1

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

P

U

BE

RD as a percentage of GDP

UK

USA

CANADA

FRANCE

GERMANY

ITALY

JAPAN

EUROPEAN
UNION

Data:  OECD (MSTI)

Indicator Headline

PUBERD is the sum of GOVERD (expenditure 
on R&D performed in the Government sector) 
and HERD (R&D in the higher education 
sector).  This thus accounts for the bulk of 
public sector R&D expenditure.  This is an 
input measure, not an index of performance.

UK PUBERD is only just over 4% of the OST 
comparator group total.  In terms of PUBERD 
relative to GDP, the UK has dropped three 
places since 1998 and its PUBERD has fallen 
slightly while the group average has increased. 
It is therefore now at 80% of group average 
whereas it had been ahead of the OST 
comparator group average in 1995.

The UK ranks last in the G7 group on PUBERD 
relative to GDP.  It slipped behind the USA in 
2001 and Italy last year.  It is well below the 
EU15 average.

The main trend over the period has for UK 
PUBERD to be relatively static, as it has for 
France and Germany.  Elsewhere, there have 
been significant increases for the USA, 
Canada, Scandinavian nations, China, and 
other Asian nations. 

China is included in this data analysis for the 
first time.  It has clearly the fastest rate of 
increase and its PUBERD has trebled in value 
since 1995, increasing by 50% as a share of 
GDP.  It now stands at $30Bn (2000 PPP) 
slightly les than half the total for the EU15 
($65Bn).  China is on track to overtake the UK 
on PUBERD/GDP (this indicator) in the next 
few years.

24

background image

Description of performance indicator

1.02  Publicly performed R&D (PUBERD) as a proportion of GDP

Condition signalling improvement

Increased proportion of R&D specific spend

PUBERD compared to GDP - OST comparator nations, 2003

EU15 

TWN  SKO 

ISR 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

1000

10000

100000

100000

1000000

10000000

100000000

GDP (2000 $M PPP)

P

U

BE

RD (2000 $M

 P

P

P

)

Data:  OECD (MSTI)

Check Background section of the report for country short codes

25

background image

Description of performance indicator

2.01  Number and share of OECD PhD awards

Condition signalling improvement

Increased count and increased share by comparison with competitors

Average 

1998 - 2001

Actual

2002

Ratio or 

difference

UK PhDs count - Actual

12012

14232

1.18

OST comparator group average PhDs count

8948

9372

1.05

UK PhD count - Ranked performance 

3

3

0

UK PhD count - Share OECD comparator nations (%)

8.64

9.76

1.13

Note that this table ranks both performance and change in performance 

G8 nations: PhD share among OST comparator group (USA & Canada omitted; no data for Russia)

0

4

8

12

16

20

24

28

32

36

1999

2000

2001

2002

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group PhD

s

UK
USA
FRANCE
GERMANY
ITALY
JAPAN

Data:  OECD Education Database

UK - HESA data collection 
procedure changed in 
2001 (see headline note)

Indicator Headline

There are only 5 years' data on PhD awards in 
the OECD Education database.  There are also
some data gaps among the OST comparator 
group countries.  Data are present for G7 
countries, although recent years are missing 
for Canada.  The data have proved stable and 
the trends appear fairly level.

The UK's count and share have risen over the 
period although this has not affected its ranked 
position.  Its share of PhD awards is similar to 
its share of publication outputs (Indicator 2.03) 
and much greater than its share of input 
funding (Theme 1).

The USA is the major producer of PhD 
students with a slightly declining 44,000 annual 
out-turn, which is about 30% of the OST 
comparator group total.  This compares with 
about 50% for the EU15.

Germany (16% down from 18%) ranks 2nd to 
the USA, with the UK 3rd at just under 10% of 
the group total.  A number of countries do not 
yet return OECD data on this indicator, 
including China and India.

This is an important indicator because people 
are a key output from the research base.  
Absolute numbers indicate sustainable 
capacity, but the share of the group total is 
also valuable as a comparator with other 
measures of input and output.  Highly skilled 
people reflect the capacity to make use of 
knowledge, where other indicators indicate its 
generation and impact. The numbers of people 
available to the public and private sector 
research base may also be critical to economic 
innovation.

26

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This page is left blank intentionally

27

background image

Description of performance indicator

2.02  PhDs awarded per head of population

Condition signalling improvement

Increased ratio

Average

1998 - 2001

Actual

2002

Ratio or 

difference

UK PhDs awarded per 1000 population - Actual

0.20

0.24

0.04

OST comparator group average - PhDs awarded per 1000 population

0.20

0.21

0.01

UK PhDs awarded per 1000 head of population - Rank

6

5

1

UK PhDs awarded per 1000 population / OST comparator group average 
PhDs awarded per 1000 population

1.01

1.12

0.10

PhDs output per capita, G8 nations (no data for Russia)

0.00

0.05

0.10

0.15

0.20

0.25

0.30

0.35

1998

1999

2000

2001

2002

Year

P

h

Ds awarded per 1000 popul

ati

on 

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
EUROPEAN UNION

Data:  OECD (MSTI), OECD Education Database

UK - HESA data collection 
procedure changed in 2001 
(see headline note)

Indicator Headline

The UK is ranked 2nd behind Germany within 
the G8 in terms of PhD awards per head of 
population (Germany produced 15% more 
PhDs per head of population than the UK, 
0.29 c.f. 0.24 PhDs per 1000 population), and 
5th amongst all OST comparator group 
nations for which there are data.  The UK 
remained close to the OST comparator group 
and EU average throughout the period.  Its 
apparent improvement in the last two years is 
attributable partly to data revision and partly to 
cuts elsewhere.  

Outside the G8, the OST comparator group 
rankings are led by Sweden (average 0.39 
PhDs per 1000 population), Switzerland 
(0.38), and Finland (0.35).  There are no data 
for China or India.  The EU average is 0.19 
and the USA average is 0.15, so Europe is 
producing more PhDs and many of these 
come from leading research nations.

People are a key output from the research 
base and form a key input of highly skilled 
people to the workforce.  The numbers of 
PhDs awarded relative to population size as a 
whole is a broad measure of the relative 
training capacity and productivity of different 
countries.  Comparison between trainee 
output and the size of the training population is 
made in indicator 5.1.

cont./

28

background image

Description of performance indicator

2.02  PhDs awarded per head of population

Condition signalling improvement

Increased ratio

PhDs awarded per head of population  - OST comparator group nations, 2002

EU15 

SKO 

ISR 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

JAP 

ITA 

GER 

FRA 

USA 

UK 

100

1000

10000

100000

1000

10000

100000

1000000

10000000

Population in thousands (log scale)

P

h

Ds awarded (l

og scal

e)

Data:  OECD (MSTI), OECD Education Database

Check Background section of the report for country short codes

Indicator headline cont.

This indicator is relevant to both this 'outputs' 
theme and to the 'people' theme as discussed in 
the thematic commentary to this report.

UK data in 2001 were affected by a change in 
HESA data collection (see Background) but have 
now settled at a new level.  There are no Canada 
data after 2000.  There are now 5 year’s data for 
PhD awards available on the OECD Education 
database.  Trend analyses using these data have 
not been as informative as for some other 
indicators but the pattern is now becoming clear 
and the levels of reported activity are evidently 
stable.

29

background image

Description of performance indicator

2.03  Number and share of world publications

Condition signalling improvement

Increased count and increased share by comparison with competitors

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK publication count - Actual

70348

69419

0.99

32219

33783

1.12

UK publication count - Ranked performance 

3

2

1

8.41

7.90

0.94

22

4

UK publication count - % share of world

9.26

8.81

0.95

22

4

Note that this table ranks both performance and change in performance 
Sum of comparator nations exceeds actual world total.  
World total is corrected for international co-authorship, which creates duplication in OST total.

Ranked change in performance

UK publication count - % share of OST comparator 
group

OST comparator group average publication count

Publication share among OST comparator group for G8 nations (USA omitted)

0

1

2

3

4

5

6

7

8

9

10

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

P

ercentage share of total

 OS

T com

p

arator 

group publicat

ions

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Indicator Headline

Publication share is a measure of research 
activity relative to the rest of the world.  
Volume is a scale measure of significance and 
changes in share are an important indicator of 
performance.

The UK is ranked 2nd behind the USA in 
national share of global publications for 2004, 
the most recent year.  This means it has 
regained its position relative to Japan.

The UK’s publication count has not increased 
markedly, however, since it reached 70,000 
outputs per year in 1999.  There is some 
periodicity in UK output associated with 
assessment cycles.  From 2001 there may be 
some shift from greater volume to better quality 
(see later indicators on citations).

Since 1998, the 5 year rolling average growth 
for the OST comparator group has been 
around 3%.  In that period, the UK publication 
total has been flat and therefore growth is 
consistently less than the group as a whole, 
but the USA's annual growth has also fallen 
from 1% to 0.2%, and Japan from 5.4% to 
2.3%.  The UK ranked change in performance 
(publication share 2004 compared with 1999-
2003 average) is 22nd among all the nations in 
the OST comparator group, up from 25 last 
year (France, Germany and Japan rank lower).

The UK had just under 8% of OST comparator 
group publications, or 8.8% of global 
publications, for 2004 [this difference is 
because the sum of the OST comparator group 
publications includes some duplication so the 
individual national shares of the total are 
uniformly depressed compared to true global 
values (see methodology notes in 
Background)].

30

background image

Description of performance indicator

2.03  Number and share of world publications

Condition signalling improvement

Increased count and increased share by comparison with competitors

Indicator headline cont.

China has more than trebled its output from 
13,500 publications in 1995 to 46,000 
publications in 2004 and is ranked 2nd on 
growth (Iran is ranked 1st and has increased 
nearly ten-fold).  Italy (at 10) and Canada (13) 
are the only G8 counties ranked better than 
20th on performance change.  This indicates 
that the smaller countries in the OST 
comparator group are increasing their 
publication share at a faster rate than the G8.

The consequence of the relative changes in 
output, and the growth of new research 
economies, is that the UK’s outputs will 
progressively index less than in the past as a 
share of world, although it may be greater 
absolutely.  It is inevitable that UK share will 
continue to fall if growth elsewhere is 
sustained, but this need not affect quality.

China’s total is now almost the same size as 
France at just over 46,000.  Together with 
South Korea (19,000), Taiwan (13,000) and 
Singapore (5,000), this Asia-Pacific group now 
exceeds any one European country in terms of 
publication volume.  The opportunities for 
international collaboration and the implications 
for the balance of research endeavour are 
likely to be very significant.

In 1998 the EU15 total outputs passed that of 
the USA and now clearly exceeds it (2004: EU 
= 37.9% of world, USA = 33.6%).

Publication share among fast-growing nations (Russia and China on second axis)

0

0.5

1

1.5

2

2.5

3

3.5

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

P

ercentage share of total

 OS

T com

p

arator 

group publicat

ions

0

1

2

3

4

5

6

SPAIN

INDIA

SOUTH
KOREA

BRAZIL

TAIWAN

POLAND

SINGAPORE

IRAN

RUSSIA

CHINA

31

background image

Description of performance indicator

3.01  Number and share of world citations

Condition signalling improvement

Increased count and increased share by comparison with competitors

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

555364

33426

0.06

OST comparator group average citation count

232286

13955

0.06

UK citation count - Ranked performance 

2

2

0

UK citation count - % share OST comparator group

9.14

9.21

1.01

16

4

UK citation count - % share of world

11.52

12.23

1.06

16

4

Note that this table ranks both performance and change in performance 
Sum of comparator nations exceeds actual world total.  
World total is corrected for international co-authorship, which creates duplication in OST total.

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA & EU15 omitted)

0

1

2

3

4

5

6

7

8

9

10

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Percent

age share of

 t

o

ta

l OST com

p

arat

or group 

cit

at

ions

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data: Thomson 
ISIÂŽ National 
Science Indicators

Indicator headline

Relative citations counts are the most general 
measure of research excellence because 
esteem is related to citation frequency.  The 
more times an article is cited by others, the 
greater its influence is deemed to be.

The UK has improved on this indicator relative 
to 2003.  There is significant continuing growth 
in China.

The UK is ranked 2nd to the USA in terms of 
national share of global citations for 2004, the 
most recent year.  It has about 12% of global 
citations (but 9% of OST comparator group for 
reasons noted below).  

UK rank has remained 2nd to the USA both as 
an average for the recent period (1999-2003) 
and for 2004 (difference in table = 0).  Citation 
counts are fewer in more recent years, but the 
rate at which the count falls may vary between 
nations.  

UK citation share rose slightly between the 
period 1999-2003 and 2004.  The change (ratio
= 1.01) is better than that of other leading 
research nations.  Germany had been catching 
up to the UK but has now plateaued while 
France and Japan have fallen back.  The 
EU15’s combined share has declined slightly, 
but the USA is also dropping – by about 0.5% 
per year for several years.

One of the biggest increases is that for China, 
which has accelerated to a more than four-fold 
change over the decade (from 0.92% to 
3.78%) and approaches the citation volume of 
Italy (but the publication volume of France - 
see 2.03).  Ranked 18th in 1995 it now ranks 
8th by volume.  

cont./

32

background image

Description of performance indicator

3.01  Number and share of world citations

Condition signalling improvement

Increased count and increased share by comparison with competitors

Indicator headline cont.

India is growing too, but much more slowly and 
has not changed its rank position.  Some 
smaller countries, such as Iran (0.02 to 
0.15%), Singapore (0.15 to 0.49%) and South 
Korea (0.44 to 1.68%), have substantially 
increased their citation share over the period 
but their citation counts remain small 
compared to G8 competitors.

Total citation count might seem to provide the 
simplest measure of recognition, but total 
citation count is dependent on output or source 
volume.  An increase in citations might 
therefore be due to an increase in output rather 
than esteem.  World levels of publication have 
also risen over the years.

A measure that helps to benchmark national 
citation counts is to consider not numbers but 
the share that each nation has of the world 
total.  Even this may be misleading, however, 
because some nations that have recently 
become more scientifically active are 
increasing their share of world cites.  It may 
therefore be appropriate to look at annual 
change in global share for each country by 
comparison with close competitors.  Where all 
drop in global share – because of emerging 
research nations – those that drop less than 
others are clearly suffering less from 
competition elsewhere.

The analysis is carried out by year for the 
national research system across all subjects.  
The sum of OST comparator group citations 
includes some duplication (see notes on 
methodology) so individual national shares of 
total are uniformly depressed compared to true 
global values.

33

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Clinical Sciences

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

415,732

22,616

0.05

OST comparator group average citation count

158,355

8,342

0.05

UK citation count - Rank among OST comparator group

2

2

0

UK citation count - % share of OST comparator group

10.05

10.43

1.04

14

2

UK citation count - % share of world

12.82

13.86

1.08

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Clinical

0

2

4

6

8

10

12

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group cit

at

ions wit

h

in SU

oA

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Indicator Headline

See 3.01 for background and 3.03 for 
summary.

In Clinical Sciences, the UK citation share 
overall is 2nd to the USA.  Its share of world 
citations has improved compared to the 
previous year.

The UK's ranked citation count remained 2nd 
highest to the USA for both 1999-2003 and 
2004 periods.

UK citation count reduced at a ratio of 0.05 
between the periods 1999-2003 and 2004.  
This is very similar to the OST comparator 
group average.  (Citations are always fewer in 
more recent years).

The change in UK citation share ratio between 
periods 1999-2003 and 2003 (1.04) is second 
only to Russia within the G8 nations.  
Germany's citation share had been growing at 
a slightly faster rate than the UK but this trend 
seems to have levelled off while some other 
nations have declined slightly.

The USA has shown little change in citation 
share between the periods 1999-2003 and 
2004 and seems to be stabilising after a long 
period of reducing share.

The UK ranked position of 14th on change in 
OST comparator group citation share is 
because other countries, notably Poland, India, 
Singapore and China in this instance, are 
increasing their citation share at a faster rate 
than the UK - although their citation counts are 
smaller than the UK.  China’s rapid growth 
seems to be levelling off in this field.

Data: Thomson ISIÂŽ National Science Indicators

34

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Pre-Clinical and Health-Related Sciences

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

54,882

3,341

0.06

OST comparator group average citation count

18,441

1,051

0.06

UK citation count - Rank among OST comparator group

2

2

0

UK citation count - % share of OST comparator group

11.31

12.23

1.08

12

3

UK citation count - % share of world

14.66

16.60

1.13

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Pre-Clinical and 

Health-Related Sciences

0

2

4

6

8

10

12

14

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group cit

at

ions wit

h

in SU

oA

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator He

adline 

See 3.01 for background and 3.03 for 
summary.

In the Pre-Clinical and Health-Related 
Sciences, the UK citation share overall is 2nd 
to the USA.

There is a considerable gap between UK 
citation share 1995 - 2004 and the next closest 
competitor (Germany).  Consequently, the 
UK's rank citation count remained 2nd highest 
to the USA for both 1999-2003 and 2004 
periods (difference in rank = 0).

UK citation count reduced at a rate similar to 
the OST comparator group as a whole over the 
period 1999-2004.

The improvement in UK citation share ratio of 
1.08 between periods 1999-2003 and 2004 
places it third among G8 nations behind 
Russia and Japan, indicating that these 
nations citation share are growing at a faster 
rate than the UK.

The USA had shown a decrease in citation 
share over the period since 1995 but recovered 
slightly in 2004.

The UK ranked position of 12th on change in 
OST comparator group citation share is 
because other countries, notably China, India 
and South Korea in this case, are increasing 
their citation share at a faster rate than the UK -
even though their citation counts are less than 
the UK.  The average citation share growth 
ratio of the countries ahead of the UK is +1.44.

35

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Biological Sciences

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

208,262

11,724

0.06

OST comparator group average citation count

78,877

4,496

0.06

UK citation count - Rank among OST comparator group

2

2

0

UK citation count - % share of OST comparator group

10.14

10.03

0.99

14

4

UK citation count - % share of world

14.36

14.58

1.02

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Biological Sciences

0

2

4

6

8

10

12

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group cit

at

ions wit

h

in SU

oA

UK

CANADA

FRANCE

GERMANY

ITALY

JAPAN

RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline 

See 3.01 for background and 3.03 for 
summary.

In Biological Sciences, the UK citation share 
overall is 2nd to the USA.  The UK's rank 
citation count remained 2nd highest to the USA 
for both 1999-2003 and 2004 periods 
(difference in rank = 0).  The overall picture for 
the G8 has changed little this year.

The marginal change in UK citation share ratio 
of 0.99 between periods 1999-2003 and 2004 
is fourth among G8 nations behind the USA, 
Canada and Russia.  Germany, which is third 
to the UK and USA in citation share, had a ratio 
of 0.98, indicating that its citation share is 
affected by similar factors.  Canada has 
recovered slightly from a period of decline.

The UK rank of 14th on change in OST 
comparator group citation share is because 
other countries, notably China (three-fold over 
ten years), Singapore and Iran in this case, are 
increasing their citation share at a faster rate 
than the UK - though their citation counts are 
smaller than the UK.  China (1.6%) now 
exceeds Belgium and Denmark and is of 
similar scale to Sweden.  

The USA has stabilised after a period of 
decrease in citation share between 1995 and 
2000 and has remained level at just under 40% 
since 2001.

Although there are fluctuations in UK citation 
share across the period, the trend is for a 
consolidated performance at just over 10% of 
OST group, but its share of world has actually 
improved marginally over the ten year period.  
This may reflect increasing UK collaboration 
within the G8.

36

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Environmental Sciences

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

37,647

2,265

0.06

OST comparator group average citation count

13,554

920

0.07

UK citation count - Rank among OST comparator group

2

2

0

UK citation count - % share of OST comparator group

10.50

9.47

0.90

21

7

UK citation count - % share of world

13.40

13.10

0.98

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Environment

0

2

4

6

8

10

12

14

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group cit

at

ions wit

h

in SU

oA

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

See 3.01 for background and 3.03 for 
summary.

In Environment the UK citation share overall is 
2nd to the USA.  The UK's rank citation count 
remained 2nd highest to the USA for both 1999-
2003 and 2004 periods (difference = 0).

The change in UK citation share ratio of 0.90 
between periods 1999-2003 and 2004 is 7th 
among G8 nations and reflects a progressively 
declining share since 2000.  Germany’s share 
also decreased where it had been growing and 
seemed likely to overtake the UK.  Canada is 
now improving markedly.

The UK ranked position of 21st on change in 
OST comparator group citation share is 
because other countries, notably South Africa, 
Poland and Iran in this case, are increasing 
their citation share at a faster rate than the UK - 
even though their citation counts are only a 
tenth of the UK.  The average citation share 
ratio of the countries ahead of the UK is 1.1.

The USA has shown a marked decline in 
citation share by over 2%, or a ratio of 0.95 
between the periods 1999-2003 and 2004.  
China citation share has been level at 2.5% 
since 2001.

37

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Mathematics

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

5,743

339

0.06

OST comparator group average citation count

2,852

156

0.05

UK citation count - Rank among OST comparator group

3

3

0

UK citation count - % share of OST comparator group

7.63

8.36

1.10

6

1

UK citation count - % share of world

9.03

10.02

1.11

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Mathematics

0

1

2

3

4

5

6

7

8

9

10

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group cit

at

ions wit

h

in SU

oA

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

See 3.01 for background and 3.03 for 
summary.

In Mathematics, the UK citation share overall 
has been 3rd to the USA and (since 1998) 
France.  It has significantly improved its 
position in 2004, with other G8 nations 
generally dropping back in share.  However, it 
is now 3rd to the USA and China which has 
moved up to 2nd - with 9.6% of OST group 
citations - from 8th in 1995.

The change in UK citation share ratio of 1.10 
between periods 1999-2003 and 2004 is 1st 
among G8 nations  Its position of 6th on 
change in OST comparator group citation 
share is a marked change from recent years (it 
had been 15th last year).  Only Belgium and 
China were substantially better in improvement.

The USA had suffered a decreasing citation 
share since 1995 but this pattern appears to 
have stabilised between the periods 1999-2003 
and 2004.

The UK's citation share has been more variable 
over the period than for some other fields.  
From the mid-1990s UK share has fluctuated 
whilst France had increased steadily to 
overtake the UK.  This is an area which needs 
further monitoring to verify that the UK's 
changed position is real and sustained rather 
than a statistical aberration.

38

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Physical Sciences

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

154,044

11,671

0.08

OST comparator group average citation count

77,813

5,788

0.07

UK citation count - Rank among OST comparator group

4

4

0

UK citation count - % share of OST comparator group

7.58

7.76

1.02

12

2

UK citation count - % share of world

10.65

12.09

1.13

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Physical Sciences

0

2

4

6

8

10

12

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group cit

at

ions wit

h

in SU

oA

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline 

See 3.01 for background and 3.03 for 
summary.

In Physical Sciences, the UK citation share 
overall is 4th to the USA, Germany and Japan.

The UK's rank citation count remained 4th 
highest to the USA, Germany and Japan for 
both 1999-2003 and 2004 periods (difference = 
0).  The UK appears to have lagged 
significantly on these nations in the recent past, 
but its relative impact has been well ahead of 
Japan and moved ahead of Germany.  There is 
sustained evidence of slow but continuing 
growth in UK citation share, and it is ranked 
2nd on change among G8 nations.  It has 
moved well ahead of France (at 5th in the 
group) and seems likely to overtake Japan.

China has moved up from 13th to 6th globally 
on share in this area. moving ahead of Italy 
with 4.8% of group citations.  The UK ranked 
position of 12th on change in OST comparator 
group citation share is because other countries, 
notably China, India and Poland in this case, 
are increasing their citation share at a faster 
rate than the UK.

USA share has dropped from over 35% to less 
than 29%.  The EU15, at 38%, has broadly 
maintained its total share over the last ten 
years.

39

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Engineering

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

58,774

3,082

0.05

OST comparator group average citation count

32,026

1,732

0.05

UK citation count - Rank among OST comparator group

4

4

0

UK citation count - % share of OST comparator group

6.90

6.85

0.99

17

4

UK citation count - % share of world

8.51

8.69

1.02

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Engineering

0

2

4

6

8

10

12

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group cit

at

ions wit

h

in SU

oA

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

See 3.01 for background and 3.03 for 
summary.

In Engineering, the UK citation share overall is 
4th to the USA, Japan and Germany.

The UK's rank of citation count remained 4th 
highest to the USA, Japan and Germany for 
both 1999-2003 and 2004 periods (difference = 
0).

While the UK's ranked position is unchanged, a 
trend of falling UK share of world citations over 
the period from 1994 has been halted and 
some uplift is emerging.  A growing gap 
between the UK and Germany has narrowed.  
The flat UK citation share ratio is average 
among G8 nations, and ahead of USA, Japan 
and France.

China has moved up to 5th in OST group share 
with 6.3% of citations, up from 11th in 1995, 
and thus just behind the UK. 

The UK ranked position of 17th on change in 
OST comparator group citation share is 
because other countries, notably Singapore, 
China, Denmark and Finland in this case, are 
increasing their citation share at a faster rate 
than the UK - even though their citation counts 
are smaller than the UK. 
 
UK average research impact in Engineering 
has improved and leading units are 
outstanding.  We have previously noted the 
significant diversity in performance within the 
UK research base.

40

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Social Sciences

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

9,703

600

0.06

OST comparator group average citation count

3,401

212

0.06

UK citation count - Rank among OST comparator group

2

2

0

UK citation count - % share of OST comparator group

11.08

10.87

0.98

12

5

UK citation count - % share of world

11.98

11.90

0.99

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Social Science

0

2

4

6

8

10

12

14

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group cit

at

ions wit

h

in SU

oA

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline 

See 3.01 for background and 3.03 for 
summary. 

Bibliometric data for the Social Sciences 
cannot be compared directly with other 
disciplines (see Background).  Recent work 
has shown that European comparisons must 
be made with caution because Anglophone 
journals are over-represented.

In the Social Sciences, the UK citation share 
overall is 2nd to the USA.  It remained 2nd 
highest to the USA for both 1999-2003 and 
2004 periods (difference = 0).

The change in UK citation share ratio between 
periods 1999-2003 and 2004 is fifth among G8 
nations and follows an earlier period of rapid 
UK expansion.  Evidence from research 
assessment suggests that journal publication 
is becoming increasingly important in this field.

The UK ranked position on change in OST 
comparator group citation share is only 12th.  
A number of other countries, notably Germany 
but also Belgium and India in this case, are 
increasing their citation share at a faster rate 
than the UK - even though their citation counts 
are smaller than the UK.

The USA has shown a decrease in citation 
share of over 10% between 1995-2004.  This is
partly accounted for by substantial shifts in the 
database coverage to include a wider range of 
European journals.  This will make the data 
more valuable in the future although it makes 
current trends less clear.

China has less than 1% of citations in the OST 
comparator group.

41

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Business

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

4,683

246

0.05

OST comparator group average citation count

1,625

76

0.05

UK citation count - Rank among OST comparator group

2

2

0

UK citation count - % share of OST comparator group

11.19

12.45

1.11

13

3

UK citation count - % share of world

13.13

15.25

1.16

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Business

0

2

4

6

8

10

12

14

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

C

ount

ry's percent

age share of

 t

o

ta

l OST 

com

p

arat

or group cit

at

ions wit

h

in SU

oA

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline 

See 3.01 for background and 3.03 for 
summary.

Bibliometric data for Business, like the Social 
Sciences, should be treated with caution and 
cannot be compared directly with other 
disciplines.

In Business, the UK citation share overall is 
2nd to the USA.

The UK's rank of citation count remained 2nd 
highest to the USA for both 1999-2003 and 
2004 periods.

The UK ranked position of 13th on change in 
OST comparator group citation share is 
because other countries, notably Singapore, 
South Africa and Switzerland in this case, are 
increasing their citation share at a faster rate 
than the UK - even though their citation counts 
are smaller than the UK.  

USA citation share has fallen from 65% to just 
over 51% in this area.  EU15 share has risen 
from less than 20% to 27% over the same 
period, of which the UK has been a significant 
part.  China has more than doubled its share, 
but only to 2.6%.

42

background image

Description of performance indicator

3.02 Number and share of world citations in ten main research fields

Condition signalling improvement

Increased national count and share 

Humanities

Average 

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK citation count - Actual

1,915

169

0.09

OST comparator group average citation count

533

45

0.08

UK citation count - Rank among OST comparator group

2

2

0

UK citation count - % share of OST comparator group

14.33

14.58

1.02

16

4

UK citation count - % share of world

15.19

15.34

1.01

Note that this table ranks both performance and change in performance 

Ranked change in performance

Citation share among OST comparator group for G8 nations (USA omitted) for SUoA Humanities

0

2

4

6

8

10

12

14

16

18

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Country's percentage 

share of total O

S

comparator group citations w

ithin SUoA

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

This is the first year in which any bibliometric 
data for the Humanities and Arts have been 
analysed in this report.  It is necessary to treat 
these data with great caution as other analyses 
have confirmed the degree to which these 
subjects continue to make use of other modes 
of output, notably books, for their key 
publications.

With that caveat in mind, and recognising that 
citation counts are very low compared to the 
numbers of researchers working in these 
disciplines, we can nonetheless see that the 
UK has a strong and improving position in the 
database.  

That said, it must be noted that non-
Anglophone journal coverage is inevitably 
rather poor, and the literature is said to be 
parochial where journal content and usage 
would be more international for natural 
sciences and technology.

We will continue to monitor the UK's position 
and will work with other agencies, including the 
newly established UK Arts & Humanities 
Research Council, to explore the value and 
relevance of these and other research 
performance indicators in these fields.  For the 
present, we take the outcome reported here as 
a very positive reflection of the health of the UK 
research base in this area.

43

background image

Description of performance indicator

3.03  Rank of share of world citations by nine research fields

Condition signalling improvement

More frequent presence in top three among fields

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK frequency (out of 9) in top 3

6.6

7

1.061

Indicator Headline

The comparative level of national share of 
world citations (3.02) is a good measure of 
strength in a research field.  This may be an 
isolated peak of strength, however, or it may be 
typical of general performance.

This indicator extends indicator 3.02 by looking 
across the level of nine main research fields to 
assess consistency of performance.  The fields 
roughly correspond to a University ‘Faculty’ or 
group of Schools, and are defined by grouping 
cognate Units of Assessment (i.e. those units 
using similar literature).  UoAs are subject 
categories used in UK research assessment.

Nine main fields are used rather than ten 
because we are as yet uncertain about the 
value of national ranked position in regard to 
the Humanities.

The measure is simply a count of the 
occurrence of a country in the top 3 by rank 
citation share.  The UK ranks in the top 3 by 
citation count for 7 of the nine main research 
fields (indicator 3.02).  This is a reflection of 
strength in depth in comparative international 
research performance.  This has placed the UK 
second to the USA, which wins in all nine 
fields, in almost every year of the last ten.  It 
improved over Germany compared to 2003.

Only G8 countries appear in this ranking, since 
smaller research nations are unable to 
compete on volume.  The performance profile 
of Germany is notable, improving from placing 
in 4 to placing in 6 fields last year but only 5 in 
2004.  Canada, by contrast, slipped back and 
now ranks in 2-3 fields.

If the EU15 grouping were to be analysed in 
the same way as the USA, it too would be 
placed in the top 3 in 9 out of 9 categories.

Leading nations for ranked citation volume in nine research fields

0

1

2

3

4

5

6

7

8

9

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Fre

q

ue

nc

y

 of oc

c

u

rre

nc

e

 i

n

 top 3

 na

ti

ons

UK
USA
CANADA
FRANCE
GERMANY
JAPAN

Data: Thomson ISIÂŽ National Science Indicators

44

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This page is left blank intentionally

45

background image

Description of performance indicator
Condition signalling improvement

Increase in citation share compared to share of papers within field

Country

Year

Clinical

Pre-Clinical

Biological 

Sciences

Environment Mathematics

Physical 

Sciences

Engineering

Social 

Science

Business

Humanities

UK

2004

0.38

1.18

2.02

1.43

0.94

1.27

0.27

-1.7

-0.88

0.87

USA

2004

5.39

7.07

8.59

4.63

6.34

8.09

5.36

5.53

11.63

6.73

CANADA

2004

0.37

1.08

-0.62

0.27

-0.34

0.44

-0.32

0.12

-0.71

-0.86

FRANCE

2004

-0.21

-0.73

0.13

0.37

0.45

-0.06

0.44

-0.22

-0.3

-3.98

GERMANY

2004

-0.4

-0.32

0.88

0.92

0.23

0.98

1.49

-1.25

-0.62

-2.46

ITALY

2004

-0.35

-0.49

-0.67

-0.56

-0.07

0.17

-0.35

0.18

-0.62

-0.43

JAPAN

2004

-2.03

-3.48

-1.34

-1.28

-1.89

-1.79

-0.72

-0.45

-0.85

-0.02

RUSSIA

2004

-0.35

-0.13

-1.04

-1.99

-1.35

-2.98

-1.43

-0.18

-0.03

-0.41

AUSTRALIA

2004

-0.26

-0.36

-0.69

0.14

0.23

0.09

-0.15

-0.45

-0.92

-0.4

BELGIUM

2004

0.13

0.26

-0.15

-0.07

0.25

-0.1

0.17

-0.1

-0.02

-0.15

BRAZIL

2004

-0.5

-1.16

-1.15

-0.46

-0.29

-0.51

-0.34

-0.35

-0.2

-0.15

DENMARK

2004

0.15

0.25

-0.06

0.26

0.14

0.26

0.26

0.03

-0.1

0.39

FINLAND

2004

0.1

0.16

-0.11

0.07

0.01

-0.02

0.01

0.16

-0.15

0.23

NETHERLANDS

2004

0.25

0.52

0.19

0.26

0.34

0.67

0.48

0.19

-0.27

0.98

POLAND

2004

-0.16

-0.28

-0.79

-0.44

-0.48

-0.63

-0.46

-0.06

-0.03

-0.09

SPAIN

2004

-0.38

-0.36

-1.18

-0.62

-0.36

-0.1

0.09

-0.07

-0.93

-0.92

SWEDEN

2004

-0.02

0.11

0.08

0.47

0.06

0.13

0.28

0.43

-0.12

-0.02

SWITZERLAND

2004

0.41

0.83

0.61

0.65

0.18

0.66

0.64

0.17

0.13

-0.33

CHINA

2004

-0.56

-1.03

-1.22

-1.55

-2.05

-3.34

-2.16

-0.52

-0.85

0.45

INDIA

2004

-0.52

-1.24

-1.93

-1.13

-0.83

-1.35

-0.97

-0.27

-1.37

-0.02

IRAN

2004

-0.08

-0.16

-0.14

-0.1

-0.23

-0.17

-0.15

-0.02

-0.06

0.01

ISRAEL

2004

-0.21

-0.06

0.14

-0.13

0.06

0.18

0.09

-0.41

0

0.07

SINGAPORE

2004

-0.1

-0.04

-0.03

-0.08

0.19

-0.25

-0.37

-0.15

-0.39

0.13

SOUTH AFRICA

2004

-0.09

-0.13

-0.47

-0.19

-0.07

-0.08

-0.12

-0.16

-0.25

-0.06

SOUTH KOREA

2004

-0.49

-0.85

-0.63

-0.46

-0.94

-0.93

-1.01

-0.23

-0.72

0.4

TAIWAN

2004

-0.48

-0.61

-0.45

-0.41

-0.49

-0.61

-1.05

-0.25

-1.41

0.05

3.04 Share of citations relative to share of publications

Percentage difference between share of citations and share of publications 

within OST group of countries for most recent 5 years

The analysis assumes that each country 'uses' journals in a field in the same way.  It is, in practice, evident that the general assumption is incorrect for the Social 
Sciences and Humanities.  Some countries' national publishing bases are less well covered by ISI and only more international work is included in the common 
database.  In these areas the USA also has an exceptional positive balance and comparative outcomes may thus be further flawed.

Bibliometric data for Social Sciences and Humanities should always be treated with caution and cannot be compared directly with other disciplines.  In other 
indicators, the analysis for these disciplines focuses essentially on the year to year trend.  Only here is the comparison solely between countries.

Indicator Headline

The difference between a country's share of 
world papers (sources) and its share of world 
citations is like a balance in trading.  There is an 
investment in publications and there is an 
acquisition of international recognition in 
citations.  Stronger research is reflected in a 
greater citation share than source share.

The UK has a positive difference between its 
share of world citations and its share of world 
sources in eight of ten areas.  
The analysis is carried out for a recent five-year 
window at the level of Super-UoAs, with 
Humanities introduced for the first time this year. 

The USA has a strong positive balance in all 
areas.  Some other countries (Switzerland, the 
Netherlands, Denmark, Sweden) also have 
positive differences across multiple subject 
areas but the absolute values of these 
differences are generally less than that of the 
UK.  Germany has a marked positive balance in 
Biological, Environmental and Physical Sciences 
and Engineering.  China has a growing output 
but is generally in citation 'deficit'.

For smaller countries the trading balance is 
mostly negative.  This reflects the general 
scaling relationship between output volume and 
citation share, also seen at institutional level 
within countries.

The balances in social sciences, business and 
humanities are skewed towards the USA.  The 
balance of journal coverage in these areas is 
not as representative as in the natural sciences.

The intention of this indicator is to identify more 
effective research systems by comparing each 
country’s share of OST group citations with its 
share of outputs within a field.  Citation impact 
(cites per paper) is analysed in 3.09.

46

background image

Description of performance indicator
Condition signalling improvement

Increase in citation share compared to share of papers within field

3.04 Share of citations relative to share of publications

2004 Share of Sources by Share of Citations 

Pre-Clinical

USA

UK

0.0001

0.001

0.01

0.1

1

0.0001

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

ar

e of

 Cit

at

ions

 w

it

h

in O

S

T c

o

m

p

ar

at

or grou

p

2004 Share of Sources by Share of Citations 

Clinical

UK

USA

0.0001

0.001

0.01

0.1

1

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

ar

e of Ci

ta

ti

ons

 wi

thi

n

 OS

T c

o

mpa

ra

tor

 gr

oup

2004 Share of Sources by Share of Citations 

Biological Sciences

USA

UK

0.0001

0.001

0.01

0.1

1

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

ar

e of

 Cit

at

ions

 w

it

h

in O

S

T c

o

m

p

ar

at

or grou

p

2004 Share of Sources by Share of Citations 

Environment

USA

UK

0.0001

0.001

0.01

0.1

1

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

ar

e of Ci

ta

ti

ons

 wi

thi

n

 OS

T c

o

mpa

ra

tor

 gr

oup

Data: Thomson ISIÂŽ National Science Indicators

47

background image

Description of performance indicator
Condition signalling improvement

Increase in citation share compared to share of papers within field

3.04 Share of citations relative to share of publications

2004 Share of Sources by Share of Citations 

Mathematics

USA

UK

0.0001

0.001

0.01

0.1

1

0.0001

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

a

re

 of

 C

it

a

ti

ons

 wi

th

in

 OS

T c

o

m

p

a

ra

tor group

2004 Share of Sources by Share of Citations 

Physical Sciences

UK

USA

0.0001

0.001

0.01

0.1

1

0.0001

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

ar

e of

 Cit

at

ions

 w

it

h

in O

S

T c

o

m

p

ar

at

or grou

p

2004 Share of Sources by Share of Citations 

Engineering

USA

UK

0.0001

0.001

0.01

0.1

1

0.0001

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

ar

e

 of Ci

ta

ti

ons

 wi

thi

n

 OS

T c

o

mpa

ra

tor

 gr

oup

2004 Share of Sources by Share of Citations 

Social Science

USA

UK

0.0001

0.001

0.01

0.1

1

0.0001

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

ar

e of

 Cit

at

ions

 w

it

h

in O

S

T c

o

m

p

ar

at

or grou

p

Data: Thomson ISIÂŽ National Science Indicators

48

background image

Description of performance indicator
Condition signalling improvement

Increase in citation share compared to share of papers within field

3.04 Share of citations relative to share of publications

2004 Share of Sources by Share of Citations 

Business

USA

UK

0.0001

0.001

0.01

0.1

1

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

ar

e of Ci

ta

ti

ons

 wi

thi

n

 OS

T c

o

mpa

ra

tor

 gr

oup

Data: Thomson ISIÂŽ National Science Indicators

2004 Share of Sources by Share of Citations 

Humanities

UK

USA

0.0001

0.001

0.01

0.1

1

0.0001

0.001

0.01

0.1

1

Share of Sources within OST comparator group

S

h

ar

e of Ci

ta

ti

ons

 wi

thi

n

 OS

T c

o

mpa

ra

tor

 gr

oup

49

background image

Description of performance indicator

3.05  Number and share of uncited publications

Condition signalling improvement

Decrease in ratio of uncited to total sources

Part 1 - UK SUoA analysis

NSI5 2000

NSI5 2004

Ratio

UK uncited papers

130544

122771

0.94

UK published papers

338273

351230

1.04

UK uncited papers as a percentage of all sources

38.59

34.95

0.91

NSI5 data make use of papers in a five year period and citations to those papers within the same specified period.
Volume is therefore about five times the annual average in Indicator 2.03

G8 share of world uncited papers (USA & EU15 omitted)

0

1

2

3

4

5

6

7

8

9

10

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

P

e

rc

e

n

ta

ge

 of tota

l world unc

ite

d

 pa

pe

rs

UK

CANADA

FRANCE

GERMANY

ITALY

JAPAN

RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

The status of uncited papers is disputed.  
Papers that receive no subsequent attention are 
different in kind to papers that are even 
infrequently cited.  It is argued that negative 
reports may be uncited yet can be important in 
identifying blind alleys and other unfruitful areas.

Nonetheless, since uncited work has no 
measurable influence, it may be inefficient to 
invest undue resources in research that has no 
apparent value to other researchers.  It is 
assumed that research management should 
work towards a minimisation in the proportion of 
papers that are uncited.

The UK has been successful in progressively 
reducing both the proportion of its papers that 
remain uncited in a five-year period (35% down 
from 38.5%) and its share of the world's uncited 
papers.  Its total output increased but a smaller 
number of these papers remained uncited at the 
end of the period.  It has improved its 
performance in this regard relative to the EU 
competitors and to Japan.

Note that in this indicator, a time factor needs to 
be considered (see background notes).  The 
proportion of papers published in any one year 
that remain uncited in later years will decline 
with time.  Thus a progressive year by year 
decrease would be observed in the proportion of 
any cohort that remains uncited.  Fixed citing 
windows are therefore used here for analyses of 
uncited papers in different periods, to allow the 
appropriate comparisons to be made.  We 
compare papers published in a 5 year period 
with citations over the same years rather than 
the paper's lifetime.

50

background image

Description of performance indicator

3.05  Number and share of uncited publications

Condition signalling improvement

Decrease in ratio of uncited to total sources

Clinical

Pre-Clinical 

& Health

Biological 

Sciences

Environment Mathematics

Physical 

Sciences

Engineering

Social 

Science

Business

Humanities

Total UK 

uncited 

papers

2000

95220

13039

37691

11622

6251

43883

44802

9223

5511

9444

130544

2003

94139

11991

36651

11797

6237

43072

42360

9695

5632

9358

124904

2004

93175

11665

35761

11576

6261

41891

41119

9803

5753

9585

122771

Percentage change 2000 - 2004

2.19

11.78

5.40

0.40

-0.16

4.76

8.96

-5.92

-4.21

-1.47

6.33

UK - numbers of uncited papers in main subject areas (SUoAs) in overlapping 5 year windows

Indicator Headline cont.

The analysis is carried out both at a national 
level for comparisons between countries and at a 
more detailed SUoA level to develop our 
understanding of the distribution of uncitedness.

Within specific SUoA fields: Pre-Clinical & 
Health, Biological Sciences, Physical Sciences 
and Engineering all saw a decrease in the 
number of uncited papers between the 5 years 
preceding 2000 and the 5 years preceding 2004.  
This indicates an improvement in performance.

In the Social Sciences, Business and 
Humanities' SUoAs there was an increase in the 
number of uncited papers but this is 
accompanied by increases in volume.  The 
proportion uncited decreased in all areas and the 
UK now has the lowest proportion uncited in 
Social Sciences among G8 countries.  

Bibliometric data for the Social Sciences and 
Humanities should be treated with caution and 
cannot be compared directly with other 
disciplines.

51

background image

Description of performance indicator

3.05  Number and share of uncited publications

Condition signalling improvement

Decrease in ratio of uncited to total sources

Part 2 - Comparison between UK and other countries

Percentage of uncited papers by SUoA (NSI5 data)

0

10

20

30

40

50

60

70

80

90

100

Cli

nic

al

Pr

e-C

linic

al

Bi

olog

ical Sc

ie

nc

es

En

viro

nm

ent

M

at

hem

at

ics

Ph

ys

ical 

Sc

ien

ces

En

gine

erin

g

So

cial

 Sc

ienc

es

Bu

sine

ss

Hu

m

an

ities

SUoA

U

n

c

ite

d pa

pe

rs

 a

s

 a

 pe

rc

e

n

ta

ge

 of tota

l s

our

c

e

s

UK 2000
UK 2004
OST Grp 2000
OST Grp 2004

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

Across almost all subject areas, the UK 
produces fewer papers that remain uncited 
than does the OST comparator group on 
average.  The UK had more uncited papers 
than average for the first time in Pre-clinical 
and health sciences in 2003 and this increased 
in 2004.

Changes in the UK's proportion of uncited 
papers follow the OST comparator group trend 
across most SUoA fields.  For both the UK and 
OST comparator group average there is 
usually a fall between the two five-year periods 
to 2000 and to 2004.  The exception is the 
Humanities, but citation rates are 
fundamentally lower in this area.  Here too, 
however, the UK is more often cited than the 
group as a whole or any other G8 country.

52

background image

Description of performance indicator

3.05  Number and share of uncited publications

Condition signalling improvement

Decrease in ratio of uncited to total sources

G8 - Percentage of papers remaining uncited within period

Clinical Pre-Clinical

Biological 

Sciences

Environment Mathematics

Physical 

Sciences

Engineering

Social 

Science

Business

Humanities

Total 

uncited 

papers

Five year period ending in 2000

UK

51.8

55.0

40.3

41.3

56.6

46.1

58.3

60.2

60.2

79.4

130544

USA

48.4

48.0

40.1

43.7

55.3

45.2

58.2

58.0

57.5

79.4

466361

CANADA

49.6

53.4

42.3

40.9

58.5

45.6

58.5

59.7

60.8

82.3

64556

FRANCE

52.8

56.0

42.9

41.6

58.7

48.1

57.8

71.1

63.3

92.2

94260

GERMANY

51.4

52.2

43.1

43.5

59.9

45.0

56.8

72.4

64.0

86.3

122440

ITALY

53.0

54.5

46.1

48.8

58.9

46.8

59.6

66.5

64.3

87.0

56572

JAPAN

53.2

47.2

48.4

49.5

67.9

52.3

61.5

72.0

68.6

81.6

138398

RUSSIA

69.7

53.5

67.1

66.1

73.1

62.7

71.2

84.3

80.3

93.3

82266

Five year period ending in 2004

UK

48.9

52.9

37.8

37.3

53.3

42.3

54.5

55.4

57.2

77.5

122771

USA

46.3

45.8

39.1

42.0

53.2

42.3

55.4

56.7

55.0

78.8

447314

CANADA

47.5

52.9

41.3

41.1

58.3

44.7

56.4

56.2

60.8

81.6

63910

FRANCE

50.7

53.9

40.7

38.3

54.7

44.5

53.6

64.3

60.8

92.3

89049

GERMANY

47.7

50.3

40.8

38.9

54.9

41.6

52.8

64.7

60.4

83.9

116494

ITALY

49.7

50.1

44.3

44.9

56.7

43.8

56.4

61.7

64.4

83.6

59796

JAPAN

48.6

43.7

46.5

46.7

64.0

48.6

57.9

67.8

67.7

79.1

133342

RUSSIA

68.5

50.4

63.8

66.0

68.9

59.1

65.2

82.8

63.6

91.5

72761

Difference between earlier and later periods (2000 value - 2004 value, +ve result = decrease in uncitedness)

UK

3.0

2.1

2.5

4.0

3.4

3.8

3.8

4.8

2.9

1.9

7773

USA

2.1

2.3

1.0

1.7

2.1

2.9

2.9

1.4

2.5

0.6

19047

CANADA

2.1

0.5

1.0

-0.2

0.2

0.9

2.1

3.5

0.1

0.7

646

FRANCE

2.2

2.1

2.2

3.2

4.0

3.6

4.3

6.7

2.5

-0.1

5211

GERMANY

3.7

1.9

2.3

4.6

5.0

3.3

4.0

7.7

3.6

2.4

5946

ITALY

3.3

4.4

1.8

3.8

2.2

3.0

3.2

4.7

-0.1

3.4

-3224

JAPAN

4.6

3.5

1.9

2.8

3.9

3.7

3.6

4.2

0.9

2.5

5056

RUSSIA

1.2

3.1

3.2

0.1

4.2

3.6

6.0

1.5

16.8

1.8

9505

53

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Description of performance indicator

3.06  Number and share of cited publications

Condition signalling improvement

Increase in ratio of cited to total sources

Part 1 - UK SUoA analysis

NSI5 2000 NSI5 2004

Ratio

UK cited papers

207729

228459

1.10

UK published papers

338273

351230

1.04

UK cited papers as a percentage of all sources

61.4

65.0

1.06

NSI5 data make use of papers in a five year period and citations to those papers within the same specified period.

G8 share of world cited papers (USA & EU15 omitted)

0

2

4

6

8

10

12

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

P

e

rc

e

n

ta

ge

 of tota

l world c

ite

d pa

pe

rs

UK

CANADA

FRANCE

GERMANY

ITALY

JAPAN

RUSSIA

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

Number and share of cited papers is the positive 
counterpart of indicator 3.05, the number and 
share of uncited papers.

Whereas uncited papers are a well defined 
category, cited papers are a rather more diffuse 
group including both low and high impact papers. 
They are therefore more difficult to define in 
terms of a performance indicator.

The UK's cited papers have increased recently at 
a relatively faster rate than the total national 
output (ratio 2004 vs. 2000).

The UK's cited papers as a proportion of all 
outputs has consequently improved from 61 to 
65%.  The UK's share of world cited papers 
increased to 2002 but has now fallen back 
slightly.

The general G8 trend has been for an increase 
in citedness between the 5 year periods to 2000 
and to 2004, with improvements for most EU 
countries.  The immediate trend is for some 
levelling in this pattern.

Citedness for China outputs has improved 
substantially between the two five year periods 
but remains significantly below the OST group 
averages for the present.

54

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Description of performance indicator

3.06  Number and share of cited publications

Condition signalling improvement

Increase in ratio of cited to total sources

Clinical

Pre-Clinical

Biological 

Sciences

Environment

Mathematics

Physical 

Sciences

Engineering Social Science

Business

Humanities

Total UK 

uncited 

papers

2000

88451

10669

55803

16534

4786

51299

32057

6098

3651

2452

207729

2003

96798

10527

58942

19218

5490

56411

34536

7651

4210

2689

226837

2004

97398

10379

58828

19449

5493

57152

34304

7889

4299

2788

228459

Percentage change 2000 - 2004

10.1

-2.7

5.4

17.6

14.8

11.4

7.0

29.4

17.7

13.7

10.0

UK - numbers of cited papers in main subject areas (SUoAs) in overlapping 5 year windows

Percentage of cited papers by SUoA (NSI5 data)

0

10

20

30

40

50

60

70

Cli

nic

al

Pr

e-C

linic

al

Bi

olog

ical Sc

ie

nc

es

En

viro

nm

ent

M

at

hem

at

ics

Ph

ys

ical 

Sc

ien

ces

En

gine

erin

g

So

cial

 Sc

ienc

es

Bu

sine

ss

Hu

m

an

ities

SUoA

Ci

te

d paper

s as a per

cent

age of

 t

o

ta

l sour

ces

UK 2000
UK 2004
OST Grp 2000
OST Grp 2004

Data: Thomson ISIÂŽ National Science Indicators

55

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Description of performance indicator

3.07 Number and share of publications in top 1% by citation count

Condition signalling improvement

Increase in share

Country

Papers 

exceeding 

threshold

Rank by 

Papers

Papers as % 

share OST 

Group

Citations for 

these papers

Rank by 

Citations

Average 

impact of 

highly cited 

papers

OST group 

rank by 

impact

G8 rank by 

impact

USA

25,746

         

1

61.4%

2,208,042

     

1

85.76

8

4

UK

5,528

           

2

13.2%

482,795

        

2

87.34

6

2

GERMANY

4,715

           

3

11.3%

384,599

        

3

81.57

15

7

JAPAN

2,921

           

4

7.0%

251,576

        

4

86.13

7

3

FRANCE

2,847

           

5

6.8%

240,515

        

5

84.48

10

5

CANADA

2,435

           

6

5.8%

214,811

        

6

88.22

5

1

ITALY

1,878

           

7

4.5%

156,234

        

7

83.19

14

6

SWITZERLAND

1,683

           

8

4.0%

148,561

        

8

88.27

4

NETHERLANDS

1,678

           

9

4.0%

141,250

        

9

84.18

11

AUSTRALIA

1,353

           

10

3.2%

113,567

        

10

83.94

12

CHINA

1,251

           

11

3.0%

66,017

          

13

52.77

25

SWEDEN

1,102

           

12

2.6%

101,435

        

11

92.05

3

SPAIN

1,100

           

13

2.6%

93,051

          

12

84.59

9

BELGIUM

775

              

14

1.8%

62,757

          

14

80.98

16

DENMARK

712

              

15

1.7%

59,708

          

15

83.86

13

ISRAEL

607

              

16

1.4%

56,291

          

16

92.74

2

RUSSIA

586

              

17

1.4%

44,730

          

18

76.33

19

8

SOUTH KOREA

560

              

18

1.3%

35,043

          

19

62.58

23

FINLAND

478

              

19

1.1%

46,109

          

17

96.46

1

POLAND

374

              

20

0.9%

29,984

          

20

80.17

17

INDIA

354

              

21

0.8%

26,291

          

21

74.27

20

BRAZIL

321

              

22

0.8%

22,805

          

22

71.04

21

TAIWAN

290

              

23

0.7%

17,652

          

23

79.35

18

SINGAPORE

169

              

24

0.4%

9,878

            

24

58.45

24

SOUTH AFRICA

129

              

25

0.3%

8,193

            

25

63.51

22

IRAN

14

                

26

0.0%

405

               

26

28.93

26

EUROPEAN UNION

15,972

         

0

0

1,267,368

     

0

0.00

0

0

Indicator Headline

Some publications have exceptional citation 
rates compared to others in their field.  The 
national share of the most cited 1% of papers 
is an indicator of interest.  The data reported 
here cover the five-year period 2000-2004.  
The citation counts are not directly comparable 
to last year because the point at which we 
sampled the papers was later in the cycle 
(November instead of January).  Paper counts 
and rank position are comparable, although 
the total of papers in the set is greater as 
Thomson journal coverage has increased.

The UK has increased its share from 12.9% to 
13.2%, which is a further improvement over 
each previous 5-year window.  The UK is 
second in volume of highly cited papers to the 
USA.  Its share (13.2%) is high relative to its 
share of all papers (about 9%, see Indicator 
2.03).

The UK has moved from 10th to 6th in the 
OST comparator group in terms of average 
impact of highly cited papers, and is 2nd to 
Canada in the G8.  The absolute volume of 
other countries is, however, much lower.

On volume, the USA has fallen further back 
from its 62.7% last time.  The biggest 
improvement among the G8 is for Germany, by 
a further 0.5% on top of +0.4% last year.  
China has also significantly improved its 
position, up from 1% two years ago to 3% now. 
It continues to have an atypical distribution of 
peak activity, in relatively low citation areas, 
thus resulting in a low average impact.

cont./

56

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Description of performance indicator

3.07 Number and share of publications in top 1% by citation count

Condition signalling improvement

Increase in share

Numbers of highly cited papers to 2000-2004 for OST comparator group

GER

EU15

UK

USA

100

1,000

10,000

100,000

1,000,000

10,000,000

10

100

1,000

10,000

100,000

Highly cited papers (log scale)

Ci

tati

on count (l

og scal

e)

U

Data: Thomson ISIÂŽ Essential Science Indicators

Indicator headline cont.

The USA has also dropped from 6th on 
average impact to 8th in the OST group and is 
behind the UK, Canada and Japan.  Finland 
has moved up to 1st overall on average impact 
although only 18th on volume.

The USA has an exceptional share of highly 
cited papers (62.7% compared with just over 
33.7% of global output).  The EU total (de-
duplicated to take account of co-authorship 
between countries within the EU) shows that 
Europe remains behind the USA in this respect 
despite now exceeding it in terms of total 
outputs at 35.9%.  

Being above world average is a good initial 
sign of quality, whatever the specific indicator.  
As a general rule, however, the research that 
lies in the far upper end of the quality 
distribution is most likely to have a long lasting 
impact on its research field and - perhaps - the 
economy more widely.

’Exceptional’ could have a number of 
definitions.  We use the Thompson ScientificÂŽ 
benchmark of the top 1% of papers by citation 
count for each field and year for international 
research comparisons.  The ISI data are 
compensated for differences between fields in 
their size and citation behaviour.

57

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Description of performance indicator

3.08  Citation impact (citations/publication) relative to world baselines

Condition signalling improvement

Increased national impact 

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

7.91

0.48

0.06

OST comparator group average impact

6.23

0.36

0.06

UK impact - Rank

7

5

2

UK rebased impact - Actual

1.25

1.37

1.10

6

3

0.98

1.02

1.05

Note that this table ranks both performance and change in performance 

Ranked performance change

OST comparator group average rebased 
impact

Rebased average impact (world = 1.0) for G8 nations

0.2

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

The most frequently used index of research 
performance is that of impact, measured as 
citations per paper.  This is widely accepted 
internationally as an index of research quality.  

The UK has improved its relative international 
performance (Rebased Impact (RBI) of 1.37 
[rebased against world = 1.0, see below] in 
2004, 1.25 recent average) and its overall rank 
(now 5th from 7th).  It is 2nd to the USA (1.45 
average recent impact) among G8 nations, 
and is evidently closing the gap as it has done 
throughout the last decade.

Germany has significantly improved its 
position, from around world average in 1993 to 
a 1.34 average RBI in 2003 and will continue 
to challenge the UK and the USA.

The USA lies 2nd globally to Switzerland (1.74 
average recent impact).  Denmark lies 3rd 
overall with the Netherlands 4th.  Sweden is 
6th but with a slightly higher recent average 
impact than the UK.  

China, which has had a major increase in 
investment and output, has an average impact 
of around 0.63 and lies 24th in the OST 
comparator group.  Its average RBI had 
improved over the decade but has plateaued in 
the last few years.

Citation rates vary between fields, and older 
papers have more time to accumulate 
citations.  A common baseline is therefore 
created to compare impact data.  This baseline 
is the world average figure for the stated field 
and year.  Setting actual performance figures 
against a common reference point is called 
‘rebasing’ (or normalisation) and the figure 
usually quoted will be ReBased Impact (RBI).  
[Data by field are shown in indicator 3.09.]

58

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This page is left blank intentionally

59

background image

Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Clinical Sciences

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

10.91

0.60

0.06

OST comparator group average impact

8.83

0.46

0.05

UK impact - Rank

8

4

4

UK rebased impact - Actual

1.18

1.30

1.10

8

2

0.96

1.00

1.04

Note that this table ranks both performance and change in performance 

Ranked performance change

OST comparator group average rebased 
impact

Clinical - Rebased Impact

0.8

1.0

1.3

1.5

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

For Clinical Sciences, the UK is ranked 4th in 
terms of impact for 2004, the most recent year. 
This is a significant uplift from last year and 
places it 2nd among G8 nations to the USA.

The UK has moved ahead of other 
competitors, has caught up with Canada as 
predicted last year, but remains behind 
Switzerland and Belgium within Europe.

UK rebased impact rose from 1.09 in 1995, to 
1.18 for the period 1999-2003 and 1.3 for 2004 
(world average = 1.0).  The step up in 2002 
seemed exceptional but is now seen to be part 
of a sustained trend.  This degree of 
performance change (ratio = 1.10) is first 
among G8 nations, except Russia where 
performance is currently erratic.  It is 8th 
among the OST comparator group, up from 
12th last year, where improvement is led by 
South Africa and Poland.  These 
improvements among smaller nations are 
rather variable from year to year.

USA impact has been more or less static.  
China had risen above world average in 2003 
but has slipped back to an RBI of 0.85 (0.81 
over the recent past).

60

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Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Pre-Clinical & Health-Related Sciences

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

12.05

0.79

0.07

OST comparator group average impact

9.28

0.55

0.06

UK impact - Rank

8

3

5

UK rebased impact - Actual

1.30

1.54

1.19

6

3

1.01

1.07

1.06

Note that this table ranks both performance and change in performance 

Ranked performance change

OST comparator group average rebased 
impact

Pre-Clinical - Rebased Impact

0.6

0.8

1.0

1.2

1.4

1.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

In Pre-Clinical & Health-Related Sciences, the 
UK is ranked 3rd in terms of impact for 2004, 
the most recent year.  Among G8 nations, it is 
now ahead of both the USA and Canada.  The 
UK's performance has improved markedly 
throughout the recent period (1999 to present).

UK rebased impact rose from 1.2 in 1996, to 
1.3 on average for the period 1999-2003 and 
was 1.54 in 2004 (world average = 1.0).  The 
degree of rebased performance change (ratio 
= 1.19) is 6th among OST comparator group 
nations, and 3rd to Japan and Russia within 
the G8 group.

USA impact has been fairly flat through the 
last ten years.  The EU15 has shown a slow 
but progressive average improvement.  China 
does not have a major research presence in 
this area.

In 2003, a number of less research intensive 
countries showed an exceptional improvement 
in citation impact in this area.  In Europe, the 
Netherlands, Denmark and Switzerland are 
leaders, but only the latter sustained this 
improvement into 2004.

Japan's improvement is particularly marked 
while France has performed rather less well in 
this area than would be expected for its 
research base generally.

61

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Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Biological Sciences

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

10.89

0.64

0.06

OST comparator group average impact

7.24

0.40

0.06

UK impact - Rank

3

3

0

UK rebased impact - Actual

1.28

1.40

1.09

6

3

0.84

0.88

1.04

Note that this table ranks both performance and change in performance 

Ranked performance change

OST comparator group average rebased 
impact

Biological Sciences - Rebased Impact

0.6

0.8

1.0

1.2

1.4

1.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

In Biological Sciences, the UK is ranked 3rd.  
It has sustained the trend of the last ten years 
and has caught up with the USA in terms of 
performance.  It remains behind Switzerland.  

A possibly maverick result in 2004 (based on 
a small number of papers) is that of 
Singapore which has moved into 2nd place, 
from an average of 9th in the recent past.  
This unexpected result will need to be 
reviewed next year.

There has been a relative international 
improvement in UK rebased impact which 
rose from 1.28 to 1.4 between the period 
1999-2003 and 2004.  UK average of 1.28 for 
the recent period compares to 1.34 for the 
USA and 1.44 for Switzerland.  However, 
neither of these countries has shown the 
trend of improvement that the UK has 
achieved.  Only Germany's relative position 
has improved as consistently over the period.

This is an area of strength in terms of volume 
and performance for the UK.  It is well ahead 
of OST comparator group average and only 
those nations mentioned above have 
consistently competitive performances.  It 
makes a significant contribution to the overall 
performance of the EU15 which has 
otherwise slipped back slightly.

62

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Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Environmental Sciences

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

6.09

0.37

0.06

OST comparator group average impact

4.96

0.30

0.06

UK impact - Rank

8

9

-1

UK rebased impact - Actual

1.23

1.36

1.10

12

4

0.992

1.10

1.10

Note that this table ranks both performance and change in performance 

Ranked performance change

OST comparator group average rebased 
impact

Environment - Rebased Impact

0.6

0.8

1.0

1.2

1.4

1.6

1.8

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

Research performance in the Environmental 
Sciences has been quite variable between 
years.  The UK has improved relative to the 
USA and Germany, but its ranked impact in the 
OST comparator group has slipped to 9th.  

UK rebased impact has risen from below 1.1 in 
the early 1990s to 1.23 for the period 1999-
2003 and 1.36 in 2004.  Nonetheless, the 
degree of rebased performance change (ratio = 
1.10) is only 12th among OST comparator 
group nations.  This is because a number of 
smaller nations (including South Africa, for 
which we noted last year that the values 
appear exceptional) have improved their 
performance to an even greater degree.  These 
include the Netherlands and the Scandinavian 
group.

While the UK has shown consistent 
improvement in relative international 
performance over the period, and has thus 
overtaken the USA, this is a field in which a 
number of countries have similar performance 
and the degree of competition is therefore 
marked.  The Scandinavian countries have 
better impact than the G8 lead group.  
Germany's recent performance had taken it 
well ahead but it has now been pegged back.  
EU networks will, of course, allow the research 
elsewhere in Europe to be accessed by other 
nations in global environment networks.

63

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Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Mathematics

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

2.46

0.15

0.06

OST comparator group average impact

2.14

0.11

0.05

UK impact - Rank

8

4

4

UK rebased impact - Actual

1.17

1.38

1.18

2

1

1.02

1.00

0.98

Note that this table ranks both performance and change in performance 

Ranked performance change

OST comparator group average rebased 
impact

Mathematics - Rebased Impact

0.6

0.8

1.0

1.2

1.4

1.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

In Mathematics, the UK is ranked 4th in terms 
of impact for 2004, the most recent year.  
There has been a notable improvement in the 
last two years and the UK's rank has changed 
from 8th for the recent period (1999-2003).

UK rebased impact has fluctuated in this area.  
It dropped to and moved around 1.2 for much 
of the last ten years but has risen steeply 
since 2002.  The degree of rebased 
performance change this year is 2nd among 
OST comparator group nations, and 1st within 
the G8 group.  This suggests something of a 
welcome renaissance amongst UK 
mathematics.

Mathematics is a field in which smaller 
countries can be competitive.  Singapore had 
improved to achieve a similar impact to the UK 
but this year has fallen back.  Australia has 
also shown a sawtooth performance.  Belgium, 
Denmark and Switzerland have all been 
ranked 1st in the recent past.  China has 
improved to around world average.

The USA was consistently around 4th among 
the OST comparator group.  Within the G8, 
France improved its performance to 2001 but 
then fell back while Germany has shown 
significant recent improvement.

64

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Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Physical Sciences

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

7.76

0.60

0.08

OST comparator group average impact

6.22

0.43

0.07

UK impact - Rank

7

5

2

UK rebased impact - Actual

1.37

1.67

1.22

4

2

1.09

1.21

1.11

Note that this table ranks both performance and change in performance 

Ranked performance change

OST comparator group average rebased 
impact

Physical Sciences - Rebased Impact

0.6

0.8

1.0

1.2

1.4

1.6

1.8

2.0

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

In Physical Sciences, the UK is ranked 5th in 
terms of impact for 2004.  The UK's rank has 
improved from 9th in the mid-1990s to 7th on 
average for the recent period (1999-2003).

There has been a sustained rise in UK 
rebased impact from 1.14 in 1994 to 1.37 in 
the period 1999-2003 and an exceptional 1.67 
in 2004, overtaking Canada (1.45) which fell 
back steeply this year.  The UK's recent 
rebased performance change is 4th among 
OST comparator group nations.  Whether the 
upturn in performance for the Netherlands is 
real or artefactual will need examination next 
year, as will the upward move for the UK, 
Germany, France and Italy.

Physical Sciences are an important part of the 
underpinning research for engineering and 
technology development.  The UK's 
improvement in performance and its relative 
citation impact should be seen against a 
backdrop of a relatively low share of world 
citations (Indicator 3.02), which may reflect a 
limited capacity. 

China has increased capacity but not 
performance in this area and it remains at 
around 0.7 RBI against the world average.
Denmark, Israel and Australia have been 
strong performers in recent years.

65

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Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Engineering

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

3.78

0.21

0.06

OST comparator group average impact

3.62

0.19

0.05

UK impact - Rank

11

9

2

UK rebased impact - Actual

1.06

1.21

1.14

5

2

1.01

1.07

1.06

Note that this table ranks both performance and change in performance 

Ranked performance change

OST comparator group average rebased 
impact

Engineering - Rebased Impact

0.8

1.0

1.2

1.4

1.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

In Engineering, the UK is ranked 9th in terms 
of impact for 2004, the most recent year.  The 
UK's rank has improved from 14th in the early 
1990s and an average of 11th for the recent 
period (1999-2003).

UK rebased impact rose from close to world 
average in the mid-1990s to 1.21 for 2003 
(world average = 1.0).  The degree of rebased 
performance change (ratio = 1.14) is 5th 
among OST comparator group nations, and 1st 
within the G8 group (excepting Russia). 
There has been a relative international 
improvement in the UK's performance, which 
has been behind not only the USA among G8 
nations but also its close European 
competitors. The UK is now well ahead of 
EU15 average and has clearly overtaken 
France, with a sustained improvement over 
three years.  Its performance remains behind 
some smaller European nations, however, 
including the Scandinavian countries (Denmark 
ranks 1st with RBI > 2), Belgium and the 
Netherlands as well as Switzerland and 
Germany.

China has improved its RBI from about 0.7 to 
about 0.8 but remains at 20th in the OST 
comparator group.

66

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Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Social Sciences

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

2.86

0.17

0.06

OST comparator group average impact

2.78

0.13

0.05

UK impact - Rank

11

9

2

UK rebased impact - Actual

0.92

0.94

1.02

9

5

0.88

0.74

0.84

Note that this table ranks both performance and change in performance 

Ranked performance change

OST comparator group average rebased 
impact

Social Science - Rebased Impact

0.2

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

As we have noted in Indicator 3.02, bibliometric 
data for the Social Sciences should be treated 
with caution and cannot be compared directly 
with other disciplines.  While the comparisons 
here are like-for-like, journal coverage for non-
Anglophone European nations is probably in 
deficit so international comparisons must be 
interpreted with caution.

The UK is ranked 9th in terms of impact for 
2003, the most recent year.  Rank position is 
more volatile in this field (e.g. see Italy) than in 
the Natural Sciences but the UK's position as 
well as performance has been consistent over 
the decade.

UK rebased impact was below world average, 
although it improved between the period 1999-
2003 and 2004.  It is placed behind a number of 
smaller nations which have impact above world 
average.  Coverage for these nations may be 
selective,  Less international non-Anglophone 
journals and their contents may be absent from 
the database.  Thus, whereas the UK has a 
diversity of journal articles in the database, for 
some smaller countries only exceptional items 
are covered and only the peak of performance 
is analysed.
 
Overall, the UK's trend against this backdrop is 
more important than its position.  To that extent, 
the improvement in its impact and rank are a 
positive.

67

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Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Business

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

2.40

0.12

0.05

OST comparator group average impact

2.14

0.09

0.04

UK impact - Rank

8

8

0

UK rebased impact - Actual

1.00

1.16

1.16

7

2

0.85

0.93

1.09

Note that this table ranks both performance and change in performance 

OST comparator group average rebased 
impact

Ranked performance change

Business - Rebased Impact

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

The UK is ranked 8th in terms of impact for 
2004.  The UK's rank is similar to that for the 
recent period (1999-2003).  While the UK has 
been affected by a volatile performance profile 
with a peak in 1998 and a dip in 2000, it now 
seems to be on an upward trajectory.

UK rebased impact rose from below world 
average in 1994 to 1.1 in 1998 (world average 
= 1.0).  The degree of rebased performance 
change (ratio = 1.01) is 7th among OST 
comparator nations, and 2nd only to Russia 
within the G8 comparator group.

There are similar fluctuations to those of the 
UK in some other G8 countries (see chart) and 
some very extreme variations in smaller 
countries (possibly due to the effects of small 
numbers of papers).  Elsewhere, Belgium and 
Switzerland have performed well on average 
but otherwise only Sweden performs above 
world average for any extended period.  

The USA has had a consistently strong position 
and dominates business and management 
coverage.  This reflects the USA's dominance 
of the recorded and indexed literature in these 
fields and its influence on journal coverage.

68

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Description of performance indicator

3.09  Citation impact relative to world baselines in ten main research fields

Condition signalling improvement

Increased impact in main research fields

Humanities

Average

1999 - 2003

Actual

2004

Ratio or 

difference

UK - all OST

UK - G8

UK impact - Actual

0.78

0.06

0.08

OST comparator group average impact

0.81

0.06

0.08

UK impact - Rank

13

11

2

UK rebased impact - Actual

1.17

1.15

0.99

15

5

1.15

1.15

1.00

Note that this table ranks both performance and change in performance 

OST comparator group average rebased 
impact

Ranked performance change

Indicator Headline

This is the first time that the Humanities and 
Arts have been covered for bibliometric 
analyses in this report.  The data must be 
interpreted with caution.

Paper counts are often rather low in the 
national samples.  We know that journal 
outputs are not usually a main mode of 
publication in these fields and that citation 
behaviour is different to the sciences.  We are 
also aware that journal coverage is dominated 
by Anglophone sources and that there may be 
only limited input from non-European and non-
American nations, perhaps only the very peak 
of their country's output.

In the context of those caveats the UK's 
position in the chart accompanying this text 
seems unexceptional.  Its impact is above 
world average, is ahead of many G8 
competitors and compares well with the USA 
which has much more diverse database 
coverage.

No immediate conclusions should be drawn but 
this indicator will be of widespread interest and 
we will monitor its change for future reports.

Humanities - Rebased Impact

0.2

0.6

1.0

1.4

1.8

2.2

2.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

Year

Rebased I

m

pact

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
NETHERLANDS
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators

69

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Description of performance indicator

3.10  Variety and consistency of research strength

Condition signalling improvement

Reduced ratio between variance and average. Maximised ratio of average/variance.

Country

5 years to

Average

1/Variance

Country

5 years to

Average

1/Variance

UK        

2000

1.14

40.30

UK        

2004

1.18

36.52

USA       

2000

1.33

67.01

USA       

2004

1.31

62.96

CAN       

2000

1.05

32.52

CAN       

2004

1.06

27.00

FRA       

2000

0.86

11.03

FRA       

2004

0.88

9.54

GER       

2000

0.94

9.13

GER       

2004

1.01

11.68

ITA       

2000

0.87

19.57

ITA       

2004

0.96

34.51

JAP       

2000

0.87

38.85

JAP       

2004

0.89

37.13

NED       

2000

1.33

22.32

NED       

2004

1.39

9.56

SUI       

2000

1.12

2.97

SUI       

2004

1.23

6.10

Rebased bibliometric impact across SUoAs

Analysis of rebased impact across SUoAs for select members of OST comparator group

Performance is maximised by combining high average impact with low variability

SUI 

NED 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

SUI 

NED 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

0.00

10.00

20.00

30.00

40.00

50.00

60.00

70.00

80.00

0.70

0.80

0.90

1.00

1.10

1.20

1.30

1.40

Average of rebased impact across SUoAs

1/

V

ari

ance i

n

 reb

ased i

m

pact across 

SU

oA

s

2000

2004

Data: Thomson ISIÂŽ National Science Indicators

Indicator Headline

See below for Methodology.

It is argued that a balanced research economy 
has both strength and evenness.  That is, high 
average quality across fields would be 
enhanced by low variation between them.

This is a desirable combination because 
research strength should not be unduly 
concentrated.  Investing in priorities is sensible 
but research is long term; capacity takes years 
to build.  Not all needs and opportunities can 
be foreseen, so the flexibility to shift into new 
areas is worth paying for.  It contributes to a 
national capacity to appraise research 
developments in other countries and to 
respond to research opportunities.

We can visualise this characteristic of the 
research base by looking simultaneously at 
average impact and the reciprocal of variance 
across fields.  (We use the reciprocal because 
we are interested in systems that minimise 
variation; this is one of several alternative 
measures of variability).  We then look for 
countries that maximise the net product.

For the UK, average impact is relatively high 
compared to most G8 countries but less than 
the USA.  It is also less than the Netherlands 
(NED) and Switzerland (SUI).  Both the smaller 
countries have greater variance between 
disciplines, however, which suggests that their 
research economy is relatively concentrated.

In the graph, the UK shows a positive shift in 
average impact with a decrease in variance for 
the two 5 year periods to 2000 and to 2004.  
For the Netherlands impact also increases (as 
it does for Switzerland), but variance increases 
markedly (decrease in 1/variance), reducing 
the net product.

70

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Description of performance indicator

3.10  Variety and consistency of research strength

Condition signalling improvement

Reduced ratio between variance and average. Maximised ratio of average/variance.

 

Indicator headline cont.

The USA has increased variance and reduced 
average impact and has thus declined on both 
dimensions compared to other research 
economies.  Germany is improving on both 
counts and has an improved net outcome.

Methodological note

To index consistency, average national impact 
across fields (SUoAs) has been compared with 
the variation between fields.  Variation is 
measured here by calculating variance, but other 
statistical indexes may be preferred in later 
iterations of this indicator.  Normally, variance will 
increase with the absolute value of the statistical 
mean so a relatively low mean/variance ratio 
reflects poor consistency.

Data are displayed as average national impact 
plotted against the inverse of variance.  In this 
plot the more balanced economies will be those 
that maximise their mean/variance ratio, or 
optimise the product of mean and 1/variance and 
lie in the upper right sector of the graph.  

There are, of course, a number of solutions to the 
same net product but generally an exceptionally 
high average impact will be required to offset 
high variability.  It is very difficult to conceive of 
one country being able to establish such a global 
predominance in any one field that it could 
achieve this.  More commonly, an optimal 
management solution is found by reducing 
variation in performance between fields.

71

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Description of performance indicator

3.11  Relationship between distribution of research training across subjects and research quality

Condition signalling improvement

Improved match in distribution; improved research training power (product of volume and quality)

Medical

Sciences

Natural

Sciences

Engineering 

and 

Technology

Social

Sciences

Humanities

UK average rebased impact 1998 - 2002

1.18

1.32

1.08

1.07

1.16

UK average PhDs awarded 1998 - 2002

1825

4823

2004

2179

1582

0.94

0.96

0.99

0.91

0.97

1415

2356

1132

1858

937

OST comparator group average PhDs awarded 
1998 - 2002

OST comparator group average rebased impact 
1998 - 2002

Indicator Headline

What is the quality of the researchers we train?

People are a key output from the research base and a 
major route for the transfer of knowledge and know-
how from producers to users.  Highly trained people 
with PhDs are a specialised part of that output.  Direct 
measurement of people quality is unfeasible, but we 
can measure the association between the distribution 
of training and research quality.

This year, Humanities & Arts data have been added to 
the analytical coverage.

For the UK, there is a relative concentration of PhD 
awards in Natural Sciences where average research 
impact rebased against world benchmarks is also 
highest.  The data points are too few to calculate a 
correlation but the general relationship between 
concentration of training and performance appears 
positive.

For the USA, the relationship between training volume 
and research performance is positive only for sciences 
and technology and a relative excess of PhDs is 
awarded in the Social Sciences and, to a lesser extent, 
in the Humanities and Arts.

There is no clear relationship between training 
concentration and research quality for other G8 
countries for which data are available and there is a 
negative relationship for the OST comparator group 
average.  For Germany and Japan, too, there appear 
to be relatively more PhDs awarded in fields where 
rebased impact is relatively lower.

If the benefits of training are related to research 
quality, then this positive relationship for the UK should 
bring wider benefits to the research base.  This is 
therefore a marker of relative consistency in the 
structure of the research base.

Indicator Headline cont.

We cannot assert that a country that manages its 
training so as to ensure that highly qualified people 
benefit from a rich research environment will 
necessarily benefit at an economic level, but it seems 
reasonable to suppose that where training is 
associated with research quality this is at least unlikely 
to be a disbenefit.

For this indicator, data are taken from the OECD 
Education Database.  These data are disaggregated 
by fields that are most readily mapped to other OECD 
fields rather than SUoAs.

Detailed exploration and consideration of the data may 
reveal additional features.  It is possible that a national 
policy might actually advocate increased PhD output in 
areas of relative weakness, to increase the pool of 
trained people.

72

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Description of performance indicator

3.11  Relationship between distribution of research training across subjects and research quality

Condition signalling improvement

Improved match in distribution; improved research training power (product of volume and quality)

UK 2002 - rebased impact vs. PhDs awarded by OECD field

Humanities

Social Sciences

Medical Sciences

Engineering & 

Technology

Natural Sciences

0

1000

2000

3000

4000

5000

6000

7000

8000

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

Rebased Impact

PhDs awarded

USA 2002 - rebased impact vs. PhDs awarded by OECD field

Humanities

Social Sciences

Medical Sciences

Engineering & 

Technology

Natural Sciences

0

2000

4000

6000

8000

10000

12000

14000

16000

18000

20000

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

Rebased Impact

P

h

D

s

 aw

ar

ded

France 2002 - rebased impact vs. PhDs awarded by OECD field

Humanities

Social Sciences

Medical Sciences

Engineering & 

Technology

Natural Sciences

0

1000

2000

3000

4000

5000

6000

7000

8000

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

Rebased Impact

PhDs awarded

Data: Thomson ISIÂŽ National Science Indicators, 

OECD Education Database

73

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Description of performance indicator

3.11  Relationship between distribution of research training across subjects and research quality

Condition signalling improvement

Improved match in distribution; improved research training power (product of volume and quality)

Germany 2002 - rebased impact vs. PhDs awarded by OECD field

Humanities

Social Sciences

Medical Sciences

Engineering & 

Technology

Natural Sciences

1500

2500

3500

4500

5500

6500

7500

8500

9500

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

Rebased Impact

PhDs awarded

Italy 2002 - rebased impact vs. PhDs awarded by OECD field

Humanities

Social Sciences

Medical Sciences

Engineering & 

Technology

Natural Sciences

0

1000

2000

3000

4000

5000

6000

7000

8000

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

Rebased Impact

P

h

D

s

 aw

ar

ded

Japan 2002 - rebased impact vs. PhDs awarded by OECD field

Humanities

Social Sciences

Medical Sciences

Engineering & 

Technology

Natural Sciences

0

1000

2000

3000

4000

5000

6000

7000

8000

0.6

0.7

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

Rebased Impact

PhDs awarded

OST comparator group average 2002 - rebased impact vs. PhDs 

awarded by OECD  field

Humanities

Social Sciences

Medical Sciences

Engineering & 

Technology

Natural Sciences

0

1000

2000

3000

4000

5000

6000

7000

8000

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

Rebased Impact

PhDs awarded

Data: Thomson ISIÂŽ National Science Indicators, 

OECD Education Database

74

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75

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Description of performance indicator

4.01 PhDs awarded relative to HERD

Condition signalling improvement

Increased ratio

Average

1998 - 2001

Actual

2002

Ratio or 

difference

UK PhDs awarded per $M HERD - Actual

2.15

2.15

1.00

OST comparator group average - PhDs awarded per $M HERD

1.85

1.77

0.96

UK PhDs awarded per unit $M HERD - Rank

5

5

0

G8 nations and EU15: PhDs per HERD (no data for Russia)

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

1998

1999

2000

2001

2002

Year

P

h

Ds awarded per HE

RD $M

 2000 P

P

P

 

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
EUROPEAN UNION

Data:  OECD (MSTI), OECD Education Database

UK - HESA data collection 
procedure changed in 2001 
(see headline note)

Indicator Headline

This indicator compares the output of people 
with research degrees with the specific 
research spend in HE (HERD).

The UK produces more PhDs relative to HERD 
than the OST comparator group on average 
(for the 17 countries for which data were 
available).  It is ranked 5th, behind Germany, 
South Korea and Spain, with a similar output to 
Switzerland and Finland.  The EU15 is 
significantly more productive than the USA, 
which is ranked 11th.

The UK produces slightly in excess of 8% of 
the world's PhDs, rather more than most of the 
G8 nations (Indicator 2.01).  The exceptions 
are Germany and the USA who produce twice 
and four times as many PhDs than the UK 
respectively.

The relative volume of PhDs for each nation is 
otherwise broadly similar to that for publication 
output.  Note that the general trend for 
decreasing relative output is despite the data 
being adjusted for PPP.

Highly skilled postgraduates are a key output 
of the higher education sector.  They transfer 
knowledge to users and, more generally, they 
transfer know-how and technological 
advances.    It should not be assumed that all 
science and engineering postgraduates are 
necessarily employed in science and 
technology let alone research.  More generally, 
the gain to the economy is in having a trained 
and technological workforce capable of 
assessing and responding to technology 
related opportunities and issues.

cont./

76

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Description of performance indicator

4.01 PhDs awarded relative to HERD

Condition signalling improvement

Increased ratio

PhDs awarded relative to HERD - OST comparator nations, 2002

EU15 

SKO 

ISR 

SUI 

SWE 

UK 

USA 

FRA 

GER 

ITA 

JAP 

AUS 

BEL 

DEN 

FIN 

NED 

POL 

ESP 

100

1000

10000

100000

100

1000

10000

100000

HERD $M 2000 PPP (log scale)

P

h

Ds awarded (l

og scal

e)

Data:  OECD (MSTI), OECD Education Database

Check Background section of the report for country short codes

Indicator Headline cont.

Total expenditure in the higher education 
sector is a broad overall measure of the cost of 
producing trained people.  It might be 
reasonable to assume that there is also a 
research element to postgraduate training, 
either directly or through enhancement of the 
training environment, and this will be 
influenced by research specific expenditure.

It is not necessarily the case that low relative 
research spend (many PhDs awarded per $M 
R&D expenditure) is a good thing, since it may 
imply poor quality training.

UK PhD data are subject to a change in HESA 
data collection from 2001 (see Background).

77

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Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Medical Sciences

Average

1998 - 2001

Actual

2002

Ratio or 

difference

UK PhDs awarded per HERD ($M 2000 PPP) - Actual

1.09

1.28

1.17

1.92

1.81

1

UK PhDs awarded per unit HERD ($M 2000 PPP) - Rank

9

7

2

OST comparator group average - PhDs awarded per unit HERD 
($M 2000 PPP)

Indicator Headline

The indicator compares HERD expenditure 
allocated to the Medical Sciences with the 
numbers of PhDs awarded in this category.  
Medical Sciences include both clinical and pre-
clinical areas, nursing and health.

The UK produces fewer PhDs per unit spend 
than the OST comparator group average.  
This is a much lower level of productivity per 
unit spend than Germany but similar to that of 
Finland, Australia and, amongst the G8 
nations, Japan.  The USA is substantially 
below the group average.

UK PhD data are subject to a change in HESA 
data collection from 2001 (see Background).  
In this field, the UK continues its recent trend 
of increasing PhD awards (rising from 2001 by 
more than 10%).  The UK remains the 4th 
largest - 2,300 (behind Germany - 8,400, 
Japan - 4,300 and USA - 3,800) by volume.

There is only a poor correlation across 
countries between funding and PhD output, 
implying that although both may scale with an 
underlying size factor such as staff numbers, 
there are other factors affecting training and 
research volumes.

Medical Sciences - PhDs per HERD, G8 nations (no data for Canada, France, Italy or Russia)

0.0

1.0

2.0

3.0

4.0

5.0

6.0

1998

1999

2000

2001

2002

Year

Ph

Ds aw

ard

e

d

 p

e

r HERD $M 2000 PPP 

UK
USA
GERMANY
JAPAN
EUROPEAN UNION

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

78

background image

Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Medical Sciences - PhDs awarded relative to HERD - OST comparator group nations, 2002

SUI 

EU15 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

AUS 

JAP 

GER 

USA 

UK 

100

1000

10000

100000

100

1000

10000

100000

HERD $M 2000 PPP (log scale)

Ph

D

s

 award

e

d

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

79

background image

Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Natural Sciences

Average

1998 - 2001

Actual

2002

Ratio or 

difference

UK PhDs awarded per HERD ($M 2000 PPP) - Actual

2.49

2.59

1.04

1.83

1.76

1

UK PhDs awarded per unit HERD ($M 2000 PPP) - Rank

2

3

-1

OST comparator group average - PhDs awarded per unit HERD 
($M 2000 PPP)

Natural Sciences - PhDs per HERD, G8 nations (no data for Canada, France, Italy or Russia)

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

1998

1999

2000

2001

2002

Year

Ph

D

s

 award

e

d

 p

e

r H

E

R

D

 $M

 2000 PPP 

UK
USA
GERMANY
JAPAN
EUROPEAN UNION

Indicator Headline

The indicator compares HERD expenditure 
allocated to the Natural Sciences with the 
numbers of PhDs awarded in this category.  
Here, the Natural Sciences include biological, 
physical, environmental and agricultural fields.

The UK produces about 1.5 times as many 
PhDs per unit spend as the OST comparator 
group average.  This is a similar level of 
productivity per unit spend to Germany.  The 
USA is just below the group average and 
Japan are just above the group average.

UK PhD data are subject to a change in HESA 
data collection from 2001 (see Background).  
In this field, the UK currently awards over 
5,500 PhDs per year and is the 3rd largest 
(behind USA - 11,000 and Germany - 7,000) 
by volume.

There is a clear correlation across countries 
between funding and PhD output, implying 
that probably both scale with an underlying 
size factor such as staff numbers, which affect 
training and research volumes.

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

80

background image

Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Natural Sciences - PhDs awarded relative to HERD - OST comparator group nations, 2002

SUI 

EU15 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

AUS 

JAP 

GER 

USA 

UK 

100

1000

10000

100000

100

1000

10000

100000

HERD $M 2000 PPP (log scale)

Ph

D

s

 award

e

d

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

81

background image

Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Engineering and Technology

Average

1998 - 2001

Actual

2002

Ratio or 

difference

UK PhDs awarded per HERD ($M 2000 PPP) - Actual

1.99

1.69

0.85

1.56

1.35

1

UK PhDs awarded per unit HERD ($M 2000 PPP) - Rank

2

5

-3

OST comparator group average - PhDs awarded per unit HERD 
($M 2000 PPP)

Indicator Headline

The indicator compares HERD expenditure 
allocated to Engineering and Technology with 
the numbers of PhDs awarded in this 
category.

The UK has around one quarter more PhDs 
per unit spend than the OST comparator 
group average (for the 5-year period).  This is 
a similar level of productivity per unit spend to 
Finland and Sweden and above Germany 
(who are slightly below the OST comparator 
group average in this measure).  The USA is 
similar to Germany, whilst Japan is 
substantially below the OST comparator group 
average.

The UK is close to the EU average, but its 
productivity has dropped over the period.

In Engineering and Technology, the UK 
awards about 2,000 PhDs per year (there has 
been a drop of about 10% between 2001 and 
2002).  It is the 4th largest (to USA - 5,400, 
Japan - 3,100 and Germany 2,400) by volume. 
There are no available data for France, but its 
research in this area has historically had good 
impact.

UK PhD data are subject to a change in HESA 
data collection from 2001 (see Background). 

There is a correlation across countries 
between funding and PhD output, implying 
that probably both scale with an underlying 
size factor such as staff numbers, which affect 
training and research volumes although other 
factors may also play a role.

Engineering and Technology - PhDs per HERD, G8 nations (no data for Canada, France, Italy or 

Russia)

0.0

0.5

1.0

1.5

2.0

2.5

1998

1999

2000

2001

2002

Year

Ph

D

s

 award

e

d

 p

e

r H

E

R

D

 $M

 2000 PPP 

UK
USA
GERMANY
JAPAN
EUROPEAN UNION

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

82

background image

Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Engineering and Technology - PhDs awarded relative to HERD - OST comparator nations, 2002

SUI 

EU15 

SWE 

ESP 

POL 

NED 

FIN 

AUS 

JAP 

GER 

USA 

UK 

100

1000

10000

100

1000

10000

HERD $M 2000 PPP (log scale)

Ph

D

s

 award

e

d

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

83

background image

Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Social Sciences

Average

1998 - 2001

Actual

2002

Ratio or 

difference

UK PhDs awarded per HERD ($M 2000 PPP) - Actual

3.01

2.78

0.92

3.69

3.31

1

UK PhDs awarded per unit HERD ($M 2000 PPP) - Rank

5

5

0

OST comparator group average - PhDs awarded per unit HERD 
($M 2000 PPP)

Indicator Headline

The indicator compares HERD expenditure 
allocated to Social Sciences with the numbers 
of PhDs awarded in this category.  Social 
Sciences includes business and management 
fields.

The UK produces rather fewer PhDs per unit 
spend than the OST comparator group 
average.  The range is much wider in this field 
than the science-technology-based categories 
and other analyses have thrown doubt on data 
consistency for some countries.

The UK's average level of productivity per unit 
spend is roughly half that of Germany, and 
one third that of the USA.  In this field, the UK 
awards more than 2,000 PhDs per year and is 
the 3rd largest (to the USA - 17,000 and 
Germany - 4,000) by volume.

UK PhD data are subject to a change in HESA 
data collection from 2001 (see Background). 

There is a correlation across countries 
between funding and PhD output, implying 
that probably both scale with an underlying 
size factor such as staff numbers, which affect 
training and research volumes although other 
factors may play a role.

There are no data available for Japan HERD 
in Social Sciences.

Social Sciences - PhDs per HERD, G8 nations (no data for Canada, France, Italy or Russia)

0.0

2.0

4.0

6.0

8.0

10.0

12.0

1998

1999

2000

2001

2002

Year

Ph

D

s

 award

e

d

 p

e

r H

E

R

D

 $M

 2000 PPP 

UK
USA
GERMANY
EUROPEAN UNION

UK - HESA data collection 
procedure changed in 2001 
(see headline note)

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

84

background image

Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Social Sciences - PhDs awarded relative to HERD - OST comparator nations, 2002

EU15 

SWE 

ESP 

FIN 

AUS 

GER 

USA 

UK 

100

1000

10000

100000

100

1000

10000

HERD $M 2000 PPP (log scale)

Ph

D

s

 award

e

d

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

85

background image

Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Humanities

Average

1998 - 2001

Actual

2002

Ratio or 

difference

UK PhDs awarded per HERD ($M 2000 PPP) - Actual

3.96

3.72

0.94

2.49

2.35

1

UK PhDs awarded per unit HERD ($M 2000 PPP) - Rank

3

3

0

OST comparator group average - PhDs awarded per unit HERD 
($M 2000 PPP)

Indicator Headline

The indicator compares HERD expenditure 
allocated to Humanities with the numbers of 
PhDs awarded in this category.  This is the 
first time that Humanities data have been 
analysed in this indicator.  The data coverage 
is sparse, reducing the feasibility of 
interpretation

The UK produces a much larger number of 
PhDs per unit spend than the OST comparator 
group.  This is a similar average level of 
productivity per unit spend to Finland and 
approximately twice that of Germany, which 
itself is below the OST comparator group 
average.

In this field, the UK awards close to 2,000 
PhDs per year and is the 3rd largest (after the 
USA - 6,000 and just behind Germany also 
with 2,000) by volume.  The UK recently 
started producing more humanities PhDs than 
France.

UK PhD data are subject to a change in HESA 
data collection from 2001 (see Background). 

There are no data available for the USA 
HERD in Humanities. 

Humanities - PhDs per HERD, G8 nations (no data for USA, Canada, France, Italy or Russia)

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

1998

1999

2000

2001

2002

Year

Ph

D

s

 award

e

d

 p

e

r H

E

R

D

 $M

 2000 PPP 

UK
GERMANY
EUROPEAN UNION

UK - HESA data collection 
procedure changed in 2001 
(see headline note)

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

86

background image

Description of performance indicator

4.02 PhDs awarded relative to HERD in five main research fields

Condition signalling improvement

Increased ratio

Humanities - PhDs awarded relative to HERD - OST comparator nations, 2002

UK 

GER 

AUS 

ESP 

SWE 

EU15 

100

1000

10000

100

1000

10000

HERD $M 2000 PPP (log scale)

Ph

D

s

 award

e

d

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS), OECD Education Database, UK SET statistics and HESA data

87

background image

Description of performance indicator

4.03  PhDs awarded relative to PUBERD

Condition signalling improvement

Increased ratio

Average

1998 - 2001

Actual

2002

Ratio or 

difference

UK PhDs awarded per PUBERD (2000 $M PPP) - Actual

1.36

1.54

1.14

OST comparator group average - PhDs awarded per PUBERD
(2000 $M PPP)

1.17

1.15

0.99

UK PhDs awarded per PUBERD (2000 $M PPP) - Rank

6

4

2

UK PhDs awarded per PUBERD (2000 $M PPP) / OST comparator group 
average - PhDs awarded per PUBERD (2000 $M PPP)

1.16

1.34

PhDs per PUBERD (2000 $M PPP), G8 nations (no data for Russia)

0.00

0.20

0.40

0.60

0.80

1.00

1.20

1.40

1.60

1.80

1998

1999

2000

2001

2002

Year

PhD

s awarded per PU

B

E

R

D

 (

2000 $M PPP)

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
EUROPEAN UNION
OST GRP AVGE

Data:  OECD (MSTI), OECD Education Database

UK - HESA data collection 
procedure changed in 2001 
(see headline note)

Indicator Headline

The indicator compares the output of people 
gaining research degrees with the total public 
research spend (PUBERD, the sum of 
GOVERD and HERD).

The UK is ranked 1st within the G8 nations in 
terms of PhD awards per PUBERD, and 4th 
amongst the OST comparator group (behind 
Poland, Switzerland and Spain).    The UK 
remains significantly above the OST 
comparator group average throughout the 
period 1998-2001.

Over the 5-year period only one other G8 
nation has improved the PhD/PUBERD ratio - 
Japan by 30%.  The ratios for the USA and 
France have continued to decline.  A UK 
decline in 2000 is obscured by the change in 
data collection in 2001.

Outside the G8, the PhD/PUBERD ratio of 
South Korea has levelled off after an increase 
in the previous 4 years of more than 13%.  
The EU15 average is fairly level.

UK PhD data are subject to a change in HESA 
data collection from 2001 (see Background).

88

background image

Description of performance indicator

4.03  PhDs awarded relative to PUBERD

Condition signalling improvement

Increased ratio

PhDs awarded per PUBERD (2000 $M PPP)  - OST comparator group, 2002

EU15 

SKO 

ISR 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

JAP 

ITA 

GER 

FRA 

USA 

UK 

100

1000

10000

100000

100

1000

10000

100000

PUBERD (2000 $M PPP) (log scale)

P

h

Ds awarded (l

og scal

e)

Data:  OECD (MSTI), OECD Education Database

Check Background section of the report for country short codes

89

background image

Description of performance indicator

4.04 Citations relative to GDP

Condition signalling improvement

Improved ratio of citations per GDP compared to recent past

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK citations per GDP (2000 $M PPP) - Actual

0.49

0.12

0.24

OST comparator group average citations per GDP (2000 $M PPP)

0.35

0.09

0.26

UK citations per GDP - Rank

7

7

0

UK cites per GDP / OST comparator group average cites per GDP

1.38

1.27

0.92

Indicator Headline

This is the first of a series of indicators that 
measure citation accumulation (hence research 
esteem) in relation to the components of 
investment.

This indicator measures the association 
between total GDP and national citation count.

The UK is the leading country among the G8 
group.  The UK is well ahead of the USA which 
is ranked 11th in the OST group overall (the UK
holds the 7th position).  Several countries, 
including the UK, Canada and the USA have 
declined in performance relative to the OST 
average.  Germany's performance has recently 
levelled, having improved slightly since 1995 
throughout the time period.

UK relative international performance remains 
well ahead of the average for the OST 
comparator group, although it declined slightly 
in 2001 and again in 2003 compared to the 
OST group average.

The UK is ranked 7th overall for recognition 
compared to general expenditure, behind 
Israel, Switzerland, the Netherlands and the 
Scandinavian countries.

The EU15 combined overall performance is 
increasingly similar to that of the USA, 
especially since the late 1990s.

Data for Russia are anomalous, because of the 
rapid fall in the OECD figures for Russian GDP.

cont./ 

Citations relative to GDP rebased to OST comparator group average - G8 nations

0.0

0.2

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

Ci

tati

on /

 GDP

 rebased to OS

T com

p

arator group average 

(=1.

0)

UK

USA

CANADA

FRANCE

GERMANY

ITALY

JAPAN

RUSSIA

EUROPEAN
UNION

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

90

background image

Description of performance indicator

4.04 Citations relative to GDP

Condition signalling improvement

Improved ratio of citations per GDP compared to recent past

Citations relative to GDP - OST comparator group nations, 2003

EU15 

TWN 

SKO 

ISR 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

10000

100000

1000000

100000

1000000

10000000

100000000

GDP (2000 $M PPP) (log scale)

Ci

tati

on count (l

og scal

e)

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

Check Background section of the report for country short codes

Indicator Headline cont.

At a gross level, it is not clear that all research 
performance should be attributed solely to 
specific investment in R&D.  There are other 
reasons why some economies may tend to 
support a greater level of innovation and 
inventiveness and these may be linked more 
loosely to the overall level of economic activity.  
Conversely, some nations may have rather a 
low level of research performance compared to 
the size of the economy.

Citations accumulate with time, so citation 
count for earlier years is greater than for the 
more recent years.  Direct comparison between 
countries is therefore informative but data need 
to be rebased for comparison between years.

91

background image

Description of performance indicator

4.05  Number and share of citations relative to GERD

Condition signalling improvement

Increased citations per unit expenditure

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK GERD (2000 $M PPP)

27792

30203

1.09

UK citations / GERD (2000 $M PPP) - Actual

26.24

6.31

0.24

OST comparator group average citations / GERD (2000 $M PPP)

16.04

4.10

0.26

UK citations / GERD (2000 $M PPP) - Rank

3

5

2

2.09

2.08

0.99

UK share of OST comparator group citations/spend - Rank

3

5

2

UK share of OST comparator group citations / UK share of OST 
comparator group GERD (2000 $M PPP)

OST comparator group citation share / OST comparator group GERD share for G8 nations 

0

0.5

1

1.5

2

2.5

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

Rati

o ci

tati

on share /

 GE

RD share

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

Indicator Headline

This indicator compares national citation 
counts to Gross Expenditure on R&D (GERD) 
including both public and private sector spend.  
The private sector generally publishes far less 
than the public sector and its expenditure is 
therefore less likely to generate citations.  As a 
consequence, national economies that have a 
balance towards the private sector will 
generate fewer citations per unit GERD.

Within the OST comparator group the UK has 
a strong performance in terms of relative share 
of citations compared to relative expenditure.

The UK continues to lead among the G8 
nations although its position is perhaps not as 
strong as it has been previously.  

UK GERD has increased in real terms over the 
last ten years and again was greater in 2003 
than the average for the recent past.  The OST 
comparator group average rate of increase is 
dominated by USA figures: USA GERD 
increased by over one third in the last decade.

Citations accumulate with time and are always 
fewer in more recent years.  The UK has 
dipped very slightly in its relative international 
performance on this indicator (an average 
change in citations per GERD - ratio between 
2003 and recent average is UK = 0.240, OST 
comparator group average = 0.255).

Switzerland still leads in this indicator (32.2 
cites/$M GERD average in recent 5 years) but 
in the last 3 years Poland has risen through the 
ranks from around 12th to 2nd or 3rd.  The UK 
is ranked 5th behind Switzerland, Poland, the 
Netherlands and Denmark.

cont./

92

background image

Description of performance indicator

4.05  Number and share of citations relative to GERD

Condition signalling improvement

Increased citations per unit expenditure

Citation counts relative to GERD - OECD countries, 2003

EU15 

TWN 

SKO 

ISR 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

10000

100000

1000000

1000

10000

100000

1000000

GERD (2000 $M PPP) (log scale)

Ci

tati

on count (l

og scal

e)

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

Check Background section of the report for country short codes

Indicator Headline cont.

The EU15 combined overall performance 
appears to have stabilised against that of the 
USA.  The USA has about 0.80 cites/GERD 
compared to the EU15 total.  The USA remains 
larger in absolute terms of GERD (USA = 
$M268k in 2003; EU15 = $M189k) and total 
citations (USA = 800,000 in 2003; EU15 = 
680,000).

93

background image

Description of performance indicator

4.06  Citations relative to PUBERD (GOVERD + HERD)

Condition signalling improvement

Increased citations per unit expenditure

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK GOVERD + HERD (2000 $M PPP)

8930

9379

1.05

UK citations / GOVERD + HERD (2000 $M PPP) - Actual

81.08

20.31

0.25

48.05

12.12

0.25

UK citations per GOVERD + HERD (2000 $M PPP) - Rank

2

3

1

OST comparator group average citations / GOVERD + HERD (2000 $M 
PPP)

Indicator Headline

It is useful to know about national research 
performance in relation to levels of public 
spending on the research base.  While GERD 
indicates total national expenditure on R&D, 
and it is reasonable to anticipate some 
interaction and gearing between public and 
private sectors, private R&D investment is not 
generally aimed at producing papers or people.

Indicator 1.02 shows that UK expenditure on 
R&D performed in the public sector has risen in 
real terms compared to the recent past.  This 
increase is less, however, over the last ten 
years than for the OST group average.

The UK has maintained its strong relative 
international performance in the G8 and the 
wider OST comparator group.

Most countries have experienced a reduction in 
the absolute number of citations/$M PUBERD 
but the relative positions are unchanged.  
Thus, the UK (81.1 citations/$M PUBERD on 
average for recent years) is ranked 2nd 
recently and 3rd in 2003 to Switzerland (129.3 
cites/$M) and just behind Denmark.  The USA 
(55.2 cites/$M) is ranked 9th.

Of the G8,  Germany (41.5 cites/$M) has 
maintained its upward trend and Japan, though 
not increasing as in previous years has 
remained stable whilst other countries are 
experiencing declines in this measure.

cont./

Citations per GOVERD + HERD rebased to OST comparator group average (= 1.0) - G8 

0.0

0.2

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1.8

2.0

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

Ci

tati

o

n

s p

er GOV

E

RD + HE

RD

UK

USA

CANADA

FRANCE

GERMANY

ITALY

JAPAN

RUSSIA

EUROPEAN
UNION

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

94

background image

Description of performance indicator

4.06  Citations relative to PUBERD (GOVERD + HERD)

Condition signalling improvement

Increased citations per unit expenditure

Citation count compared to GOVERD + HERD - OECD countries, 2003

EU15 

TWN 

SKO 

ISR 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

10000

100000

1000000

1000

10000

100000

GOVERD + HERD (2000 $M PPP) (log scale)

Ci

tati

on count (l

og scal

e)

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

Check Background section of the report for country short codes

Indicator Headline cont.

Relative positions within the OST comparator 
group average using this indicator show little 
change over the ten year period.  The 
exceptions to this are Denmark and Sweden 
who have risen by 4 places (from 6th to 2nd) 
and fallen by 4 places (from 2nd to 6th) 
respectively.

In this indicator, research recognition as 
citation count is compared with R&D carried 
out specifically in the Government (GOVERD) 
and Higher Education (HERD) sectors 
(together designated as PUBERD).  These are 
the bulk of public sector R&D.  It is feasible but 
challenging and costly to separate the citations 
attributable to papers published by different 
sectors in each country.  The indicator 
therefore currently reflects the relationship 
between national research performance and 
public sector spend.

Citations accumulate over time and are always 
fewer in more recent years.  Compared to other 
countries, UK performance indexed as citations 
per unit PUBERD has remained broadly similar 
to the OST comparator group average.

95

background image

Description of performance indicator

4.07 Citations relative to HERD

Condition signalling improvement

Increased citations per unit expenditure

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK HERD (2000 $M PPP)

5786

6462

1.12

UK citations per HERD (2000 $M PPP) - Actual

128.85

29.48

0.23

OST comparator group average citations per HERD (2000 $M PPP)

80.07

18.87

0.24

UK citations per HERD (2000 $M PPP) - Rank

4

2

-2

Citations per unit HERD rebased to OST comparator group average (= 1.0) for G8 nations

0.0

0.5

1.0

1.5

2.0

2.5

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

Ci

tati

ons per HE

RD - (OS

T

 com

p

arator group average = 

1.

0)

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

Indicator Headline

HERD is Expenditure on R&D performed in the 
Higher Education sector.  Here, citation counts 
are compared with HERD.

UK HERD has increased markedly, over one 
third in real terms over the last ten years and 
by nearly a quarter between 1999 and 2002 
alone.  OST comparator group average has 
increased by a similar amount over ten years.

Citations accumulate over time and are always 
fewer in more recent years.  UK actual citations 
per HERD naturally decrease since expenditure
is greater and older papers have had more time
to accumulate citations.  By comparison to the 
average for the OST comparator group, the UK 
has about 1.6 times as many citations per unit 
expenditure.

The UK's position in 2003 is 2nd (29.5 
cites/$M), it has apparently lost some ground to 
Switzerland (36.0 cites/$M) and is now only 
slightly ahead of Denmark (27.7 cites/$M).  The 
UK is ranked 4th with regard to average recent 
performance in this indicator behind 
Switzerland, Denmark and Russia.  However, 
the UK is still a clear leader amongst the G8 
nations.

The EU15 has continued to improve its overall 
performance relative to the USA.  The ratio of 
USA cites/$M HERD in 1995 to that of the 
EU15 in the same year was 1.41 and for the 
most recent year, 2003, this ratio had dropped 
to 1.08.  Average HERD for the most recent 
five year period for the USA and the EU15 is 
close to $40BN.

cont./

96

background image

Description of performance indicator

4.07 Citations relative to HERD

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Citation counts relative to HERD - OECD countries, 2003

EU15 

TWN 

SKO 

ISR 

CHI 

SUI 

SWE 

ESP 

NED 

BEL 

AUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

10000

100000

1000000

1000

10000

100000

HERD (2000 $M PPP) (log scale)

Ci

tati

on count (l

og scal

e)

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

Check Background section of the report for country short codes

Indicator Headline cont.

Russia's performance is affected by volatile 
changes in GERD and its components.

The OECD definition of what can be included in 
HERD is relatively broad and may include activity 
outside universities and colleges in some 
countries.  There is no implication here that HE is 
the only agent acquiring citations.  In many 
research economies the major driver of 
innovative and original research is the higher 
education sector.  However, the research institute 
sector is also an important part of the research 
base in the UK and even more so in France, 
Germany and Japan.  The OECD HERD 
definition is flexible enough to permit broad 
comparability.

97

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Medical Sciences

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK HERD (2000 $M PPP)

1607

1821

1.13

UK citations per HERD (2000 $M PPP) - Actual

357.79

79.77

0.22

OST comparator group average citations per HERD (2000 $M PPP)

306.98

69.95

0.23

UK citations per HERD (2000 $M PPP) - Rank

3

4

-1

UK cites per HERD / OST comparator group average

1.17

1.14

Indicator Headline

For some countries, both HERD and citation 
counts can be disaggregated by OECD field for 
analysis in this indicator.

For the Medical Sciences, the UK acquires 
more cites per unit HERD than the OST 
comparator group average and is ranked 3rd 
behind Denmark (on its own at over twice OST 
average, but with a somewhat anomalous blip 
in 2002) and Finland in recent years.  Ranked 
1st among G8 nations, UK performance is 
broadly constant over the period.  From 2001 
Spain replaces Finland in second place, and in 
2003, the Netherlands edges the UK into 4th 
position.

The USA is ranked 7th, at 0.85 OST 
comparator group average.

The data for Denmark show a general level of 
performance that is exceptional and where the 
profile departs substantially from that of other 
countries.  This is due to relatively low amounts 
of HERD expenditure until a marked rise in 
2002 which accounts for the drop in 2002.

The EU15 line should be regarded with caution.
The OECD data do not accurately reflect a true 
sum and the index is therefore  over-inflated.

HERD is Expenditure on R&D performed in the 
Higher Education sector.  Here, citation counts 
are compared with HERD.  It is not implied that 
HE is the only agent acquiring citations, but in 
many research economies it is the major 
player.

Medical Sciences - Citations per unit HERD rebased to OST comparator group average (= 1.0) for 

OECD nations

0.0

0.5

1.0

1.5

2.0

2.5

3.0

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

C

it

at

ions per H

E

R

D

 -

 (

O

ST com

p

arat

or group 

average = 1.

0)

UK
USA
GERMANY
JAPAN
AUSTRALIA
DENMARK
FINLAND
NETHERLANDS
POLAND
SPAIN
SWEDEN
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

98

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Medical Sciences - Citation counts relative to HERD - OECD Countries, 2003

NED 

JAP 

EU15 

SWE 

ESP 

POL 

FIN 

DEN 

AUS 

GER 

USA 

UK 

1000

10000

100000

1000000

10

100

1000

10000

100000

HERD (2000 $M PPP) (log scale)

Ci

tati

on count (l

og scal

e)

Check Background section of the report for country short codes

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

99

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Natural Sciences

Average

1998 - 2002

Actual

2002

Ratio or 

difference

UK HERD (2000 $M PPP)

1918

2080

1.08

UK citations per HERD (2000 $M PPP) - Actual

254.94

61.66

0.24

OST comparator group average citations per HERD (2000 $M PPP)

190.60

49.53

0.26

UK citations per HERD (2000 $M PPP) - Rank

2

2

0

UK cites per HERD / OST comparator group average

1.34

1.24

Natural Sciences - Citations per unit HERD rebased to OST comparator group average (= 1.0) for 

OECD nations

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

C

it

at

ions per H

E

R

D

 -

 (

O

ST com

p

arat

or group 

average = 1.

0)

UK
USA
GERMANY
JAPAN
AUSTRALIA
DENMARK
FINLAND
NETHERLANDS
POLAND
SPAIN
SWEDEN

Indicator Headline

For some countries, both HERD and citation 
counts can be disaggregated by OECD field for 
analysis in this indicator.

For the Natural Sciences, the UK acquires 
more cites per unit HERD than the OST 
comparator group average and is ranked 1st 
among G8 nations, and 2nd behind the 
Netherlands overall.  Recent UK performance 
is steady after a period of decline.

The USA is placed bottom of the OST nations 
in this indicator, and its performance continues 
to decline.

HERD is Expenditure on R&D performed in the 
Higher Education sector.  Here, citation counts 
are compared with HERD.  It is not implied that 
HE is the only agent acquiring citations, but in 
many research economies it is the major 
player.

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

100

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Natural Sciences - Citation counts relative to HERD - OECD Countries, 2003

EU15 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

AUS 

JAP 

GER 

USA 

UK 

1000

10000

100000

1000000

100

1000

10000

100000

HERD (2000 $M PPP) (log scale)

Ci

tati

on count (l

og scal

e)

Check Background section of the report for country short codes

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

101

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Engineering and Technology

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK HERD (2000 $M PPP)

1045

1202

1.15

UK citations per HERD (2000 $M PPP) - Actual

58.17

12.25

0.21

OST comparator group average citations per HERD (2000 $M PPP)

45.35

11.38

0.25

UK citations per HERD (2000 $M PPP) - Rank

2

2

0

UK cites per HERD / OST comparator group average

1.28

1.08

Indicator Headline

For some countries, both HERD and citation 
counts can be disaggregated by OECD field for 
analysis in this indicator.

For Engineering and Technology, the UK 
acquires more cites per unit HERD than the 
OST comparator group average and is ranked 
1st among G8 nations, and 2nd behind 
Denmark overall.  Its recent performance 
shows a steady decline, however.

The USA is ranked 3rd, with Germany in 4th 
place, showing improvement over the period.

HERD is Expenditure on R&D performed in the 
Higher Education sector.  Here, citation counts 
are compared with HERD.  It is not implied that 
HE is the only agent acquiring citations, but in 
many research economies it is the major 
player.

Engineering and Technology - Citations per unit HERD rebased to OST comparator group average (= 

1.0) for OECD nations

0.4

0.9

1.4

1.9

2.4

2.9

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

C

it

at

ions per H

E

R

D

 -

 (

O

ST com

p

arat

or group 

average = 1.

0)

UK
USA
GERMANY
JAPAN
AUSTRALIA
DENMARK
FINLAND
NETHERLANDS
POLAND
SPAIN
SWEDEN

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

102

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Engineering and Technology - Citation counts relative to HERD - OECD Countries, 2003

EU15 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

AUS 

JAP 

GER 

USA 

UK 

1000

10000

100000

10

100

1000

10000

HERD (2000 $M PPP) (log scale)

Ci

tati

on count (l

og scal

e)

Check Background section of the report for country short codes

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

103

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Social Sciences

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK HERD (2000 $M PPP)

738

860

1.16

UK citations per HERD (2000 $M PPP) - Actual

119.93

22.47

0.19

OST comparator group average citations per HERD (2000 $M PPP)

63.05

11.89

0.19

UK citations per HERD (2000 $M PPP) - Rank

2

2

0

UK cites per HERD / OST comparator group average

1.90

1.89

Indicator Headline

For some countries, both HERD and citation 
counts can be disaggregated by OECD field for 
analysis in this indicator.

Bibliometric data for the Social Sciences 
cannot be compared directly with other 
disciplines.  Recent work has shown that 
European comparisons must be made with 
caution.

For the Social Sciences, the UK acquires more 
cites per unit HERD than the OST comparator 
group average and is ranked 2nd behind the 
USA overall. Its recent profile shows a steady 
performance, while the USA is declining.

Germany is ranked 3rd, showing improvement 
over the period.

The EU15 line should be regarded with caution.
The OECD data do not accurately reflect a true 
sum and the index is therefore  over-inflated.

HERD is Expenditure on R&D performed in the 
Higher Education sector.  Here, citation counts 
are compared with HERD.  It is not implied that 
HE is the only agent acquiring citations, but in 
many research economies it is the major 
player.

Social Sciences - Citations per unit HERD rebased to OST comparator group average (= 1.0) for OECD 

nations

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

C

it

at

ions per H

E

R

D

 -

 (

O

ST com

p

arat

or group 

average = 1.

0)

UK
USA
GERMANY
AUSTRALIA
DENMARK
FINLAND
POLAND
SPAIN
SWEDEN
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

104

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Social Sciences - Citation counts relative to HERD - OECD Countries, 2003

EU15 

SWE 

ESP 

FIN 

DEN 

AUS 

GER 

USA 

UK 

1000

10000

100000

10

100

1000

10000

HERD (2000 $M PPP) (log scale)

Ci

tati

on count (l

og scal

e)

Check Background section of the report for country short codes

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

105

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Humanities

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK HERD (2000 $M PPP)

405

498

1.23

UK citations per HERD (2000 $M PPP) - Actual

5.24

1.14

0.22

OST comparator group average citations per HERD (2000 $M PPP)

1.09

0.27

0.25

UK citations per HERD (2000 $M PPP) - Rank

1

1

0

UK cites per HERD / OST comparator group average

4.82

4.18

Indicator Headline

This is the first time that data on the 
Humanities have been analysed for this 
indicator.

For some countries, both HERD and citation 
counts can be disaggregated by OECD field for 
analysis in this indicator.

For the Humanities, the UK acquires roughly 
three times more cites per unit HERD than the 
OST comparator group average and is ranked 
1st.  Its recent performance shows a modest 
decline, but no other nation's performance is 
close.

As is widely understood, citations in this field 
are extremely low compared with other fields.

HERD is Expenditure on R&D performed in the 
Higher Education sector.  Here, citation counts 
are compared with HERD.  It is not implied that 
HE is the only agent acquiring citations, but in 
many research economies it is the major 
player.

Humanities - Citations per unit HERD rebased to OST comparator group average (= 1.0) for OECD 

nations

0.0

1.0

2.0

3.0

4.0

5.0

6.0

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

C

it

at

ions per H

E

R

D

 -

 (

O

ST com

p

arat

or group 

average = 1.

0)

UK
GERMANY
AUSTRALIA
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

106

background image

Description of performance indicator

4.08  Citations relative to HERD in five main research fields

Condition signalling improvement

Increase in cites per unit spend at the OECD field level

Data: Thomson ISIÂŽ National Science Indicators, OECD (RDS), UK SET statistics and HESA data

Humanities - Citation counts relative to HERD - OECD Countries, 2003

EU15 

SWE 

ESP 

FIN 

DEN 

AUS 

GER 

UK 

10

100

1000

10000

10

100

1000

10000

HERD (2000 $M PPP) (log scale)

Ci

tati

on count (l

og scal

e)

Check Background section of the report for country short codes

107

background image

Description of performance indicator

5.01  PhDs awarded per researcher

Condition signalling improvement

Increased ratio

Average

1999 - 2001

Actual

2002

Ratio or 

difference

UK PhDs awarded per researcher - Actual

0.07

0.08

1.11

OST comparator group average - PhDs awarded per researcher

0.06

0.06

0.99

UK PhDs awarded per researcher - Rank

5

4

1

UK PhDs awarded per researcher / OST comparator group average PhDs 
awarded per researcher

1.21

1.36

1.12

PhDs per FTE researcher, G8 nations (no data for Russia)

0.00

0.02

0.04

0.06

0.08

0.10

0.12

1998

1999

2000

2001

2002

Year

P

h

Ds awarded per FTE

 researcher

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
EUROPEAN UNION
OST AVERAGE

Data:  OECD (MSTI), OECD Education Database

Indicator Headline

The labour productivity of the research base is 
measured by the volume of outputs compared 
to the numbers of highly skilled people 
contributing to research.

This indicator is also one of sustainability.  It 
measures the relationship between the volume 
of 'researchers' (see definition in Glossary) 
already in the research base and the output of 
highly skilled people gaining research 
degrees. 

The UK is ranked 2nd behind Germany within 
the G8 in terms of PhD awards per 
researcher, and 4th within the OST 
comparator group (behind Switzerland and 
Spain).  The UK has remained well ahead of 
the OST comparator group average 
throughout the period.

The number of PhD awards per researcher in 
the UK has declined in the most recent year.  
Over the 4-year period it has shown apparent 
growth of 15%, but this is largely due to data 
adjustment. UK data for 2001 are affected by 
a change in HESA data collection.

Both Japan and Belgium have seen increases 
in this indicator of nearly 30% and more than 
40% respectively.  Japan trails the G8, 
however, by a significant margin.  

Both the EU average and the USA average 
are falling over the period.  This may have 
implications for planning as it will affect the  
availability of highly skilled people.

There are no data for China.

108

background image

Description of performance indicator

5.01  PhDs awarded per researcher

Condition signalling improvement

Increased ratio

PhDs awarded per researcher - OST comparator group nations, 2002

EU15 

SKO 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

JAP 

ITA 

GER 

FRA 

USA 

UK 

100

1000

10000

100000

1000

10000

100000

1000000

10000000

FTE researchers (log scale)

P

h

Ds awarded (l

og scal

e)

Data:  OECD (MSTI), OECD Education Database

Check Background section of the report for country short codes

109

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Description of performance indicator

5.02 Publications per researcher

Condition signalling improvement

Increased relative output

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK papers per researcher - Actual

2.17

2.08

0.96

1.38

1.35

0.97

UK papers per researcher - Rank

3

4

-1 

0.62

0.63

1.02

OST comparator group average papers per 
researcher

OST comparator group average compared to 
UK (UK=1)

Ratio of publications to FTE researchers for G8 nations

0

0.5

1

1.5

2

2.5

3

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

P

ublicat

ions per

 r

esear

cher

UK

USA

CANADA

FRANCE

GERMANY

ITALY

JAPAN

RUSSIA

EUROPEAN UNION

OST GRP AVGE

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

Indicator Headline

Research culture is reflected in the numbers of 
publications in international journals that are 
produced by each researcher active within the 
research base.

The UK's recent (2.17 papers/FTE) and current 
(2.08 papers/FTE) performance is 3rd to 
Switzerland (2.69, 2.61) and the Netherlands 
(2.32, 2.22) as an average for the recent 
period (1998-2002) and for 2003.  [Italy - see 
below].

The UK's ratio of papers per researcher has 
fallen between the recent period and 2003.  
For the OST comparator group, the average 
number of papers per researcher also fell 
slightly during this period.

UK output per researcher remains much higher 
than the OST comparator group average.  In 
absolute terms the UK relative output has 
improved to more than twice that of the USA.

The UK ranks first in the G8 for the average 
recent period whereas several of the G8 are 
below the OST comparator group average.  
The performance of the EU15 has been fairly 
stable over the 10-year period at around 1.4 to 
1.5 papers per researcher whilst the USA 
output has declined from 1.2 down to 0.95 
papers/FTE.

China's productivity has doubled over the ten 
years, but is only one-tenth that of the UK.

Italy's indexed papers/FTE researcher has 
increased.  This may be an artefact, however, 
because of a diminishing researcher base.  
That decline has stabilised, so a continuing 
upward trend would indicate genuine 
improvement.

110

background image

Description of performance indicator

5.02 Publications per researcher

Condition signalling improvement

Increased relative output

Publications on ISI databases and numbers of researchers

SAF 

EU15 

TWN 

SKO 

SGP 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

10000

100000

1000000

10000000

10000

100000

1000000

10000000

FTE researchers, 2003

P

ubl

icati

ons (sum

m

ed over 5 years 1999-2003)

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

Check Background section of the report for country short codes

Indicator Headline cont.

This is a simple indicator that compares the 
number of national publications in journals 
recorded on Thomson ScientificÂŽ database 
with the numbers of 'researchers' recorded on 
OECD databases.  Productivity increases with 
the number of publications per capita, by 
definition.  In fact, because publications here 
are indexed only from international databases, 
this is also a reflection of quality since there 
will be other publications for each country that 
appear only in more specialist, local and 
national-quality journals.

Unfortunately, these data cannot be 
disaggregated below national level.  
'Researcher' information held by OECD is only 
available at the level of the major research 
fields within the HE sector, and even here, UK 
data is not supplied to OECD in this form as 
HESA does not collect data about managers 
and technicians in HE.  This index is calculated 
only for the research base as a whole.

111

background image

Description of performance indicator

5.03 Citations per researcher

Condition signalling improvement

Increase in citation ratio

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK citations per researcher - Actual

10.29

11.09

1.08

OST comparator group average citations per researcher

5.96

6.45

1.08

UK citations per researcher - Rank

3

4

-1 

OST comparator group average compared to UK (UK=1)

0.56

0.56

1.00

Numbers of citations per researcher for G8 nations

0

2

4

6

8

10

12

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

Ci

tati

ons per FTE

 researcher

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA
EUROPEAN UNION

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

Indicator Headline

As with indicator 5.02, this is a simple and 
readily understood index calculated at the level 
of the research base as a whole.

Gross output per capita in international 
journals is a good measure of volume of 
research activity.  It is also important to 
consider the effectiveness of that output by 
measuring the citations they generate: in other 
words, we need a measure of quality as well 
as quantity.

For the UK, there has been a clear and 
substantial trend of improvement in citations 
per researcher throughout the 10-year time 
period, indicating a relative improvement in 
research quality as measured by peer esteem.

The UK's relative international position has 
improved in line with that of Switzerland and 
the Netherlands.  Along with Denmark, these 
nations have an average of more than 10 
citations per researcher per year over the 10-
year period. 

China's rapidly increasing output (see 2.03) is 
generated by a huge researcher population.  
Its impact still lags (see 3.01) and its 
effectiveness by this indicator is less than 0.5 
citations per FTE researcher at present.

Italy has nominally overtaken the UK this year, 
but reservations about the apparent Italian 
performance (see Indicator 5.02) apply here 
also.

cont./

112

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Description of performance indicator

5.03 Citations per researcher

Condition signalling improvement

Increase in citation ratio

Numbers of citations and researchers

EU15 

TWN 

SKO 

SAF 

SGP 

CHI 

SUI 

SWE  ESP 

POL 

NED 

FIN 

DEN  BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

10000

100000

1000000

10000000

10000

100000

1000000

10000000

FTE researchers, 2002

Ci

tati

ons (sum

m

ed 1998-2002)

Check Background section of the report for country short codes

Indicator Headline cont.

The UK output of citations per FTE researcher 
has consistently increased by around 6% per 
annum.  This is similar to the improvement 
shown by Germany.  However, the UK accrues 
almost twice as many citations per researcher 
as either Germany or the USA, and performs 
better in this indicator than the G8 nations and 
compared to OST comparator group average. 

The EU15 citations/researcher have increased 
over the 10-year time period (from 4.8 to 6.6) 
whilst the USA index has not (remaining 
steady at  around 5.7 to 5.8).

Citations accumulate over time and on 
average are usually fewer in more recent 
years.  Constant 5-year windows for citation 
counts are used in this indicator to adjust for 
appropriate comparisons between periods.

Data: Thomson ISIÂŽ National Science Indicators, OECD (MSTI)

113

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Description of performance indicator

6.01  Researchers per thousand population

Condition signalling improvement

Increased ratio

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK researchers as a percentage of total population - Actual

0.28

0.30

1.07

0.31

0.34

1.11

UK researchers as a percentage of total population - Rank

14

15

1

0.91

0.88

OST comparator group average - researchers as a percentage of total 
population

UK researchers as a percentage of total population / OST comparator 
group average researchers as a percentage of total population

Researchers compared with total population, G8 nations

0

0.1

0.2

0.3

0.4

0.5

0.6

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

Researchers as a percentage of total

 popul

ati

o

n

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA

Data:  OECD (MSTI)

Indicator Headline

The numbers of researchers in the population 
as a whole provides a measure of the resource 
capacity of each country in regard to research 
innovation, and an indication of the 
technological orientation of the country.

Researchers (see Glossary definition) 
constitute less than 0.5% of the population in 
those countries in the OST comparator group 
for which data are available (22 countries).

For the UK, researchers as a percentage of 
the total population has again risen slightly in 
2003 compared to the average for the recent 
past.  This is part of a gradual longer term 
trend and is similar to but slightly lower than 
the average rise for the OST comparator group 
as a whole.

The UK proportion of researchers in the 
population is much lower than for most of the 
G8 nations and below that of the OST 
comparator group average.  The UK rank 
amongst the OST comparator group in this 
indicator has remained steady at around 14.

Many research economies elsewhere in 
Europe have increased their relative 
researcher population by a greater percentage 
than the UK and other G8 nations.

China has a much smaller relative researcher 
population but this has risen from 0.04% in 
1995 to 0.07% in 2003.  The total is about half 
that of the USA.

114

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Description of performance indicator

6.01  Researchers per thousand population

Condition signalling improvement

Increased ratio

Numbers of researchers compared with total population - OST comparator nations, 2003

EU15 

TWN 

SKO 

SAF 

SGP 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

10000

100000

1000000

10000000

1000

10000

100000

1000000

10000000

Population in thousands (log scale)

Researchers (l

og scal

e)

Data:  OECD (MSTI)

Check Background section of the report for country short codes

115

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Description of performance indicator

6.02  Researchers per thousand workforce

Condition signalling improvement

Increased ratio

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK researchers per 1000 workforce - Actual

5.61

5.92

1.05

OST comparator group average - researchers per 1000 workforce

6.21

6.85

1.10

UK researchers per 1000 workforce - Rank

15

17

-2

0.90

0.86

UK researchers per 1000 workforce / OST comparator group average 
researchers per 1000 workforce

Researchers per 1000 workforce, G8 nations

0

2

4

6

8

10

12

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

Researchers per 1000 workforce

UK
USA
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA
EUROPEAN UNION

Data:  OECD (MSTI)

Indicator Headline

The numbers of researchers in the workforce 
provides a measure of the resource capacity 
of each country in regard to research 
innovation.

The UK continues to perform poorly compared 
to the other G8 nations in this indicator.  The 
USA proportion of researchers in the 
workforce continues to rise (9.1 per 1000 
workforce, recent average) and is well ahead 
of the UK (5.6 per 1000 workforce).  Finland 
remains the leader for this indicator with 13.4 
researchers per 1000 workforce.  Japan and 
Sweden are both around the same recent 
average proportion as the USA (9.7 per 1000 
workforce in both countries).

The UK's volume of researchers as a 
proportion of the workforce has increased from 
5.1 per 1000 workforce in 1995 to 5.9 per 1000
workforce in 2003.  The ratio between the 
latest year and the recent past is in line with 
this trend.  

The UK has been consistently ranked around 
15th over the longer period.  Since 2001, 
however, both South Korea and Taiwan have 
moved ahead of the UK.  Recent change for 
the UK is similar to but less than the OST 
comparator group average.  The UK remains 
more than 10% below average for the OST 
comparator group of 22 countries for which 
data were available.

Researchers (see Glossary definition) make 
up a specific subcategory of R&D personnel, 
and provide a particular measure of research 
capacity.  Both these terms are somewhat 
broadly defined and there may be 
inconsistency between national figures.

116

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Description of performance indicator

6.02  Researchers per thousand workforce

Condition signalling improvement

Increased ratio

Comparison between numbers of researchers and size of total workforce - OST comparator 

nations, 2003

EU15 

TWN 

SKO 

SAF 

SGP 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

USA 

UK 

10000

100000

1000000

10000000

1000

10000

100000

1000000

Workforce in 1000s (log scale)

FTE

 Researchers (l

og scal

e)

Data:  OECD (MSTI)

Check Background section of the report for country short codes

117

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Description of performance indicator

6.03  R&D personnel per hundred population

Condition signalling improvement

Increased ratio

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK R&D personnel as a percentage of total population

0.46

0.45

0.98

0.50

0.53

1.07

UK R&D personnel as a percentage of total population - Rank

14

15

-1

0.93

0.85

OST comparator group average - R&D personnel as a percentage of total 
population

UK R&D personnel as a percentage of total population / OST comparator 
group average R&D personnel as a percentage of total population

R&D personnel as a percentage of total population G8 nations (no data for USA)

0.20

0.30

0.40

0.50

0.60

0.70

0.80

0.90

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

R

&

D

 Personnel as a percent

age of

 t

o

ta

l populat

ion

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA
EUROPEAN UNION

Data:  OECD (MSTI)

Indicator Headline

The numbers of R&D personnel in the 
population as a whole provides a measure of 
the highly-qualified human knowledge base of 
each country in regard to research and 
development, and an indication of the 
technological orientation of the country.

The UK proportion of R&D personnel has 
remained at around 0.45%.  Amongst the G8 
nations (the USA is not included in this 
indicator), the UK has a lower proportion of 
R&D personnel in the population than every 
member, except Italy.  Within the OST 
comparator group as a whole the UK is ranked 
15th, a decline of 3 positions since 1995.  The 
UK has also dropped below EU15 average.

R&D personnel account for just over 0.5% of 
the workforce, on average, in the 21 OST 
comparator group countries for which data are 
available (there is no data available for the 
USA).

The OST comparator group average has 
improved steadily from 0.45% in 1995 to 
0.53% in 2003.

R&D personnel (see Glossary definition) 
provide a general measure of research 
capacity, of which researchers (see Glossary 
definition) are a particular set.  Both these 
terms are somewhat broadly defined and there 
may be inconsistency between national 
figures.

118

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Description of performance indicator

6.03  R&D personnel per hundred population

Condition signalling improvement

Increased ratio

Numbers of R&D personnel compared with total population - OST comparator nations, 2003

EU15 

TWN 

SKO 

SAF 

SGP 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

UK 

10000

100000

1000000

10000000

1000

10000

100000

1000000

10000000

Total population in 1000s (log scale)

R&D P

ersonnel

 (l

og scal

e)

Data: OECD (MSTI)

Check Background section of the report for country short codes

Indicator Headline cont.

For some countries in the OST comparator 
group this index has shown consistent year-on-
year growth resulting in substantial overall 
improvements across the 10-year period for 
Singapore, the Scandinavian countries and to 
a lesser extent, Belgium and Spain. In 2003, 
these countries, with the exception of Spain, 
all had more R&D personnel per 1000 
population than the UK.

119

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Description of performance indicator

6.04  R&D personnel per hundred workforce

Condition signalling improvement

Increased ratio

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK R&D personnel as a percentage of workforce - Actual

0.92

0.88

0.96

1.01

1.07

1.06

UK R&D personnel as a percentage of workforce - Rank

14

15

-1

0.91

0.83

UK R&D personnel as a percentage of workforce / OST comparator group 
average R&D personnel as a percentage of workforce

OST comparator group average - R&D personnel as a percentage of 
workforce

R&D personnel as a percentage of workforce, G8 nations (no data for USA)

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1.8

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

R

&

D

 Personnel as a percen

ta

ge of

 workf

o

rce

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA
EUROPEAN UNION

Data:  OECD (MSTI)

Indicator Headline

The numbers of R&D personnel in the 
workforce provides a measure of the highly-
qualified human knowledge base of each 
country in regard to research development.

The UK has less than 1% of its workforce 
classified as R&D personnel in OECD data 
and its relative concentration has declined 
while the average has improved.  The UK 
percentage has fluctuated around 0.9% in the 
last 10 years but has not changed significantly. 
The pattern has generally been slightly better 
for other G8 nations, except Russia.

The UK is below the OST comparator group 
average, which increased steadily over the last 
decade.  The OST comparator group average 
(over 1% of workforce) is for a group of 21 
countries, excluding the USA, for which data 
are available.  Within this group the UK has 
been ranked 14th in most years.  This index 
has changed little for the UK whilst the OST 
comparator group average and the EU15 
average have increased, reducing the UK 
'share' of the total.  Meanwhile smaller 
countries including Singapore, the 
Scandinavian countries and Belgium have 
moved ahead of the average.

It might be expected that R&D personnel 
should increase as a proportion of workforce in 
a knowledge-based economy, but issues of 
classification may affect data reporting.

R&D personnel (see Glossary definition) 
provide a general measure of research 
capacity, of which researchers (see Glossary 
definition) are a specific part.  Both these 
terms are somewhat broadly defined and there 
may be inconsistency between national 
figures.

120

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Description of performance indicator

6.04  R&D personnel per hundred workforce

Condition signalling improvement

Increased ratio

Numbers of R&D personnel compared with workforce - OST comparator nations, 2003

EU15 

TWN 

SKO 

SAF 

SGP 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

UK 

10000

100000

1000000

10000000

1000

10000

100000

1000000

Workforce in thousands (log scale)

R&D P

ersonnel

 (l

og scal

e)

Data:  OECD (MSTI)

Check Background section of the report for country short codes

121

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Description of performance indicator

6.05 Researchers as a proportion of R&D Personnel

Condition signalling improvement

Increased ratio

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK researchers as a proportion of R&D Personnel - Actual

0.61

0.67

1.10

0.58

0.61

1.04

UK researchers as a proportion of R&D Personnel - Rank

12

8

4

1.05

1.10

OST comparator group average - researchers as a proportion of R&D 
Personnel

UK researchers as a proportion of R&D Personnel / OST comparator 
group average researchers as a proportion of R&D Personnel

Researchers compared with R&D personnel, G8 nations (no data for USA)

0.3

0.4

0.5

0.6

0.7

0.8

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

Researchers as a proporti

on of R&D P

ersonnel

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
RUSSIA
EUROPEAN UNION

Data:  OECD (MSTI)

Indicator Headline

Although numbers of both researchers and 
R&D personnel have appeared somewhat 
static for the UK as a proportion of workforce, 
the data in this indicator suggest that a shift 
has taken place.  This shift was in line with 
other G8 nations but may have accelerated.

What these data show is that researchers are 
increasing as a proportion of R&D personnel.  
There is no overall decrease in R&D 
personnel; for the UK these numbers 
increased slightly although they have now 
plateaued.  This outcome therefore seems to 
reflect the growing professionalisation of the 
research workforce in a knowledge-based 
economy, as traditional technical roles become 
more complex and sophisticated.

The UK researchers/R&D personnel ratio has 
improved in the last few years both in absolute 
and relative terms.  There was an increase last 
year and an increase of 10% between the 
recent and current year figures.  In addition, 
the UK has improved its ranking from 12th to 
8th in the most recent year. 

The researcher proportion is highest for 
Singapore and South Korea, both countries 
with more than three quarters of their 
researchers as a proportion of R&D personnel. 
China also performs strongly in this regard and 
ranks 3rd.  Italy, the Netherlands and 
Switzerland have the lowest researcher 
proportions, all with less than half.  There are 
no USA data.

Researchers (see Glossary definition) make up 
a specific subcategory of R&D personnel, and 
provide a particular measure of research 
capacity.  Both these terms are somewhat 
broadly defined and there may be 
inconsistency between national figures.

122

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Description of performance indicator

6.05 Researchers as a proportion of R&D Personnel

Condition signalling improvement

Increased ratio

Numbers of researchers compared with R&D personnel - OST comparator nations, 2003

EU15 

TWN 

SKO 

SAF 

SGP 

CHI 

SUI 

SWE 

ESP 

POL 

NED 

FIN 

DEN 

BEL 

AUS 

RUS 

JAP 

ITA 

GER 

FRA 

CAN 

UK 

10000

100000

1000000

10000000

10000

100000

1000000

10000000

R&D Personnel (log scale)

Researchers (l

og scal

e)

Data:  OECD (MSTI)

Check Background section of the report for country short codes

123

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Description of performance indicator

7.01  Business R&D investment in publicly performed R&D (BE-PUBERD as a proportion of PUBERD

Condition signalling improvement

Increased ratio

Average 

1998 - 2002

Actual 2003

Ratio or 

difference

UK - percentage of BE-PUBERD within total PUBERD - Actual

9.16

6.61

0.72

6.82

6.78

0.99

UK - percentage of BE-PUBERD within total PUBERD - Rank

5

8

-3

1.34

0.98

OST comparator group average percentage of BE-PUBERD within total 
PUBERD

UK percentage of BE-PUBERD within total PUBERD / OST comparator 
group average percentage of BE-PUBERD within total PUBERD

BE-PUBERD as a percentage of PUBERD  - G8 nations (no data for Russia)

0

2

4

6

8

10

12

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

BE

-P

UBE

RD as p

ercen

tag

e o

f P

U

BE

RD

UK

USA

CANADA

FRANCE

GERMANY

ITALY

JAPAN

EUROPEAN
UNION

Data:  OECD (RDS & MSTI)

Indicator Headline

BE-PUBERD is R&D performed in the publicly 
funded sector (Government plus Higher 
Education) that is funded by the Business 
Enterprise sector.  Business expenditure via 
investment in other sectors may reflect 
confidence in the research and relevance to 
business objectives.

The UK had ranked ahead of other G8 nations 
but has dropped behind Germany and Canada. 
It is now close to OST comparator group and 
EU15 average, but has fallen to 8th among 
OST comparator group nations in terms of 
business investment in publicly funded R&D.  
This puts it behind Poland (which bounced 
back from a 'data' drop last year), the 
Netherlands, Belgium and Finland.

The biggest increases on the recent 5 year 
average are Italy (28%), Switzerland and 
Denmark (17%) and the Netherlands, Finland 
and Germany (9%) compared with a stable 
OST comparator group average.  

The long term trend for the EU15 seems to be 
an increase on this indicator.  By contrast, the 
USA lags on Europe and is declining.

China ranks 19th in the OST comparator 
group.

Some 2003 data are produced by forecasting.  
Forecasted data are 'sense checked' by 
comparing forecasts in previous reports with 
outcomes.

124

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Description of performance indicator

7.01  Business R&D investment in publicly performed R&D (BE-PUBERD as a proportion of PUBERD

Condition signalling improvement

Increased ratio

Business Enterprise expenditure in PUBERD - OST comparator nations, 2003

EU15

SWE

ESP

POL

NED

FIN BEL

AUS

JAP

GER

FRA

CAN

USA

UK

100

1000

10000

1000

10000

100000

PUBERD (2000 $M PPP) (log scale)

BE

-P

UBE

RD (2000 $M

 P

P

P

) (l

og scal

e)

Data:  OECD (RDS & MSTI)

Check Background section of the report for country short codes

125

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Description of performance indicator

7.02  Business R&D investment in GOVERD (BE-GOVERD as a percentage of GOVERD)

Condition signalling improvement

Increased ratio

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK percentage of BE-GOVERD within total GOVERD - Actual

13.58

8.95

0.66

7.88

7.99

1.01

UK percentage of BE-GOVERD within total GOVERD - Rank

4

6

-2

1.72

1.12

UK percentage of BE-GOVERD within total GOVERD / OST comparator 
group average percentage of BE-GOVERD within total GOVERD

OST comparator group average percentage of BE-GOVERD within total 
GOVERD

BE-GOVERD as a percentage of GOVERD - G8 nations, not USA (no data for Russia)

0

2

4

6

8

10

12

14

16

18

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

BE

-GOV

E

R

D as a percentage of GOV

E

R

D

UK
CANADA
FRANCE
GERMANY
ITALY
JAPAN
EUROPEAN UNION

Data:  OECD (RDS & MSTI)

Indicator Headline

BE-GOVERD is R&D performed in the 
Government sector that is funded by the 
Business Enterprise sector.

For the UK, R&D expenditure from business 
sources as a proportion of GOVERD remains 
volatile, having dipped to a low-point in the mid-
1990s, peaked in 1999 and is now dipping 
again.  Nonetheless, UK BE-GOVERD is still 
above the OST comparator group average. 

The UK remains ahead in the G8 group and 
ranks 4th to the Netherlands (which is of a 
similar scale in terms of BE-GOVERD), Finland 
and Poland overall, declining to 6th in 2003.  
There have been substantial improvements in 
both Finland and Poland over the period.  

There are no data for the USA or China.

Some 2003 data are produced by forecasting.  
Forecasted data are 'sense checked' by 
comparing forecasts in previous reports with 
outcomes.

126

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Description of performance indicator

7.02  Business R&D investment in GOVERD (BE-GOVERD as a percentage of GOVERD)

Condition signalling improvement

Increased ratio

BE-GOVERD compared to GOVERD - OST comparator nations, 2003 not USA

EU15

SWE

ESP

POL

NED

FIN

DEN

BEL

AUS

JAP

ITA

GER

FRA

CAN

UK

1

10

100

1000

10000

100

1000

10000

100000

GOVERD (2000 $M PPP) (log scale)

BE

-GOV

E

R

D (2000 $M

 P

P

P

) (l

og scal

e)

Data:  OECD (RDS & MSTI)

Check Background section of the report for country short codes

127

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Description of performance indicator

7.03  Business R&D investment in PNPERD (BE-PNPERD as a percentage of PNPERD)

Condition signalling improvement

Increased ratio

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK percentage of BE-PNPERD within total PNPERD - Actual

12.84

10.50

0.82

18.07

18.02

1.00

UK percentage of BE-PNPERD within total PNPERD - Rank

10

10

0

0.71

0.58

OST comparator group average percentage of BE-PNPERD within total 
PNPERD

UK percentage of BE-PNPERD within total PNPERD / OST comparator 
group average percentage of BE-PNPERD within total PNPERD

BE-PNPERD as a percentage of PNPERD - G8 nations (no data for Germany, Italy or Russia)

0

10

20

30

40

50

60

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

BE

-P

NP

E

RD as a percentage of P

N

P

E

R

D

UK

USA

CANADA

FRANCE

JAPAN

EUROPEAN
UNION

Data:  OECD (RDS)

Indicator Headline

BE-PNPERD is R&D performed in the Private-
Non-Profit sector that is funded by the 
Business Enterprise sector.

This indicator has seen substantial change 
since last year due to revision to UK PNPERD 
data.  Total PNPERD has seen a substantial 
increase, particularly in recent years, leading to 
an apparent relative decrease in the proportion 
funded by the Business Enterprise sector.

UK business source expenditure as a 
proportion of PNPERD dropped by 50% 
between 1998 and 2002, beginning to show 
growth again only in 2003. 

Among G8 nations, the UK is 4th with Canada 
and France well behind Japan.  Japan is 
exceptional on this indicator.  Among the OST 
comparator group, the UK's rank position has 
remained steady at 10. 

In terms of absolute scale of BE-PNPERD, 
apart from Japan and the US, only France and 
South Korea (another strong performer in this 
indicator) approach the UK level.

The OST comparator group average has 
remained almost static, but there are marked 
variations between countries and greater 
fluctuations within some such as Sweden.  
Spain, in particular, has markedly improved its 
position.

Some 2003 data are produced by forecasting.  
Forecasted data are 'sense checked' by 
comparing forecasts in previous reports with 
outcomes.

128

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Description of performance indicator

7.03  Business R&D investment in PNPERD (BE-PNPERD as a percentage of PNPERD)

Condition signalling improvement

Increased ratio

Business Enterprise expenditure in PNPERD - OST comparator nations, 2003

EU15

SUI

SWE

ESP

POL

NED

FIN

DEN

BEL

AUS

JAP

FRA

CAN

USA

UK

0.1

1

10

100

1000

10000

1

10

100

1000

10000

100000

PNPERD (2000 $M PPP) (log scale)

BE

-P

NP

E

R

D (1995 $M

 P

P

P

) (l

og scal

e)

Data:  OECD (RDS)

Check Background section of the report for country short codes

129

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Description of performance indicator

7.04  Business R&D investment in HERD (BE-HERD as a percentage of HERD)

Condition signalling improvement

Increased ratio

Average 

1998 - 2002

Actual 2003

Ratio or 

difference

UK - percentage of BE-HERD within total HERD - Actual

6.65

5.56

0.84

6.82

6.83

1.00

UK - percentage of BE-HERD within total HERD - Rank

7

10

-3

0.98

0.81

UK percentage of BE-HERD within total HERD / OST comparator group 
average percentage of BE-HERD within total HERD

OST comparator group average percentage of BE-HERD within total 
HERD

Business R&D investment in HERD  - G8 nations (no data for Russia or Italy)

0

2

4

6

8

10

12

14

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

BE

-HE

RD as p

ercen

tag

e o

f HE

RD

UK

USA

CANADA

FRANCE

GERMANY

JAPAN

EUROPEAN
UNION

Data:  OECD (RDS & MSTI)

Indicator Headline

BE-HERD is R&D performed in the Higher 
Education sector that is funded by the 
Business Enterprise sector.  There is a general 
but rather weak correlation between volume 
HERD and the level of BE-HERD (see graph).  
In other words, BEHERD as a share of HERD 
is fairly consistent across a range of countries.

For the UK, the overall increase in relative 
business R&D funding within the HE sector in 
the mid-1990s plateaued, dipped at the turn of 
the millennium, and is now below the EU15 
average.  There has been a very similar dip for 
the USA which is now well below the EU.

BE-HERD has fallen back in South Korea, 
where it was high, but is strong and continues 
to be maintained in Germany.  Both Canada 
and Germany are ahead of the UK in absolute 
and relative terms.  Their data cannot, 
unfortunately, be disaggregated at the more 
detailed level of Indicator 7.05.  Belgium is a 
srong performer in this indicator, and 
Switzerland, Finland and the Netherlands all 
show strong recent growth.

The OST comparator group average fluctuates 
from year to year.  It generally fell from the 
early 1990s but picked up in 2001 because of 
simultaneous increases in a number of 
European countries.  The UK is consequently 
now below group average and its rank position 
has fallen from 7th to 10th.

Some 2003 data are produced by forecasting.  
Forecasted data are 'sense checked' by 
comparing forecasts in previous reports with 
outcomes.

130

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Description of performance indicator

7.04  Business R&D investment in HERD (BE-HERD as a percentage of HERD)

Condition signalling improvement

Increased ratio

Business Enterprise expenditure in HERD - OST comparator nations, 2003

EU15

SWE

ESP

NED

BEL

AUS

JAP

GER

FRA

CAN

USA

UK

100

1000

10000

1000

10000

100000

HERD (2000 $M PPP) (log scale)

BE

-HE

R

D (2000 $M

 P

P

P

) (l

og scal

e)

Data:  OECD (RDS & MSTI)

Check Background section of the report for country short codes

131

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Medical Sciences

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK - Percentage of BE-HERD within total HERD - Actual

6.51

5.47

0.84

5.85

6.00

1.03

UK - Percentage of BE-HERD within total HERD - Rank

3

5

-2

1.11

0.91

OST comparator group average percentage of BE-HERD within total 
HERD

UK - Percentage of BE-HERD within total HERD / OST comparator group 
average percentage of BE-HERD within total HERD

Indicator Headline

BE-HERD is R&D performed in the Higher 
Education sector that is funded by the 
Business Enterprise sector. 

Data for OECD field Medical Sciences BE-
HERD are available only for 8 countries.   
These do not include USA, Canada, France 
and Germany.  This explains the somewhat 
unusual mix of countries shown in the attached 
graph.

UK Medical Sciences BE-HERD is second 
highest to Japan in absolute terms and third 
highest to Poland and Spain as a proportion of 
HERD among OST comparator group 
countries. 

The UK's steady decline reflects a fall-off in BE-
HERD since 2000 in the context of (sometimes 
rapidly) rising HERD. Both BE-HERD and 
HERD decreased in 2003.

Denmark has been very volatile and Finland 
and Poland have seen significant fluctuations 
although on a smaller volume than the UK.  
Increases have not always been sustained.

Some 2003 data are produced by forecasting.  
Forecasted data are 'sense checked' by 
comparing forecasts in previous reports with 
outcomes.

The EU15 figure is based on a limited data set.

Medical Sciences - BE-HERD as a percentage of HERD

0

2

4

6

8

10

12

14

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

BE

-HE

RD a

s

 a

 pe

rc

e

n

ta

ge

 of HE

RD

UK
JAPAN
AUSTRALIA
DENMARK
FINLAND
POLAND
SPAIN
SWEDEN
EUROPEAN UNION

Data:  OECD (RDS & MSTI), UK SET statistics and HESA 

132

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Medical Sciences - Business Enterprise expenditure in HERD - OST comparator nations, 

2003

UK

JAP

AUS

DEN

FIN

POL

ESP

SWE

EU15

1

10

100

1000

10

100

1000

10000

100000

HERD (2000 $M PPP) (log scale)

B

E

-H

ER

D

 (

2000 $M

 PPP)

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS & MSTI), UK SET statistics and HESA data

133

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Natural Sciences

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK - Percentage of BE-HERD within total HERD - Actual

6.70

5.25

0.78

4.30

4.27

0.99

UK - Percentage of BE-HERD within total HERD - Rank

1

3

-2

1.56

1.23

OST comparator group average percentage of BE-HERD within total 
HERD

UK - Percentage of BE-HERD within total HERD / OST comparator group 
average percentage of BE-HERD within total HERD

Natural Sciences - BE-HERD as a percentage of HERD

0

1

2

3

4

5

6

7

8

9

10

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

BE

-HE

RD a

s

 a

 pe

rc

e

n

ta

ge

 of HE

RD

UK
JAPAN
AUSTRALIA
DENMARK
FINLAND
POLAND
SPAIN
SWEDEN
EUROPEAN UNION

Indicator Headline

BE-HERD is R&D performed in the Higher 
Education sector that is funded by the Business 
Enterprise sector.  

Data are available only for 8 countries at the 
OECD field level.  These do not include USA, 
Canada, France and Germany.  This explains 
the somewhat unusual mix of countries shown 
in the attached graph.

UK Natural Sciences BE-HERD is still highest 
in absolute terms (by 1/3rd over Spain) but is 
now 3rd as a proportion of HERD among the 
group of comparator countries.  This element of 
UK business funding declined in 2001 after 
substantial growth in the last decade.

UK research impact is also strong in this area 
and research volume is high in Life Sciences.  
Relatively high levels of business investment 
may reflect confidence in UK research.

Spain, Finland and - to a lesser extent - 
Australia have seen significant relative 
increases.

The average OST comparator group figure for 
this indicator is fairly stable.

Some 2003 data are produced by forecasting.    
Forecasted data are 'sense checked' by 
comparing forecasts in previous reports with 
outcomes.

Data:  OECD (RDS & MSTI), UK SET statistics and HESA data

134

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Natural Sciences - Business Enterprise expenditure in HERD - OST comparator nations, 2003

UK

JAP

AUS

DEN

FIN

POL

ESP

SWE

EU15

1

10

100

1000

100

1000

10000

100000

HERD (2000 $M PPP) (log scale)

B

E

-H

ER

D

 (

2000 $M

 PPP)

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS & MSTI), UK SET statistics and HESA data

135

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Engineering and Technology

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK - Percentage of BE-HERD within total HERD - Actual

10.85

9.57

0.88

9.34

8.98

0.96

UK - Percentage of BE-HERD within total HERD - Rank

4

5

-1

1.16

1.06

OST comparator group average percentage of BE-HERD within total 
HERD

UK - Percentage of BE-HERD within total HERD / OST comparator group 
average percentage of BE-HERD within total HERD

Indicator Headline

BE-HERD is R&D performed in the Higher 
Education sector that is funded by the 
Business Enterprise sector.  

Data are available only for 8 countries at the 
OECD field level.  These do not include USA, 
Canada, France and Germany.  This explains 
the somewhat unusual mix of countries shown 
in the attached graph.

UK Engineering and Technology BE-HERD is 
highest in absolute terms (just ahead of Japan) 
among OST comparator group countries but 
lower as a proportion of HERD than that of 
Finland.  It is of a similar proportion to Spain 
and Australia.  This element of business 
funding has fallen only marginally in absolute 
terms and as a proportion of HERD in the UK 
in the last decade.

Denmark has seen a significant  increase 
moving ahead of the UK in 2003, while 
Sweden has fallen back somewhat on this 
indicator.  

UK research impact had been less strong in 
this area but has recently improved (see 
Indicator 3.09).  The pattern of business 
investment could reflect wider issues, but the 
high absolute level should be noted as an 
expression of confidence.  Annual variations 
may reflect other economic issues faced by the 
engineering industry in the UK. 

Some 2003 data are produced by forecasting.   
Forecasted data are 'sense checked' by 
comparing forecasts in previous reports with 
outcomes.

Engineering and Technology - BE-HERD as a percentage of HERD

0

5

10

15

20

25

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

BE

-HE

RD a

s

 a

 pe

rc

e

n

ta

ge

 of HE

RD

UK
JAPAN
AUSTRALIA
DENMARK
FINLAND
POLAND
SPAIN
SWEDEN
EUROPEAN UNION

Data:  OECD (RDS & MSTI), UK SET statistics and HESA data

136

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Engineering and Technology - Business Enterprise expenditure in HERD - OST comparator 

nations, 2003

EU15

SWE

ESP

POL

FIN

DEN

AUS

JAP

UK

1

10

100

1000

10

100

1000

10000

HERD (2000 $M PPP) (log scale)

B

E

-H

ER

D

 (

2000 $M

 PPP)

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS & MSTI), UK SET statistics and HESA data

137

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Social Sciences

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK - Percentage of BE-HERD within total HERD - Actual

4.43

3.44

0.78

2.82

2.82

1.00

UK - percentage of BE-HERD within total HERD - Rank

2

3

-1

1.57

1.22

UK percentage of BE-HERD within total HERD / OST comparator group 
average percentage of BE-HERD within total HERD

OST comparator group average percentage of BE-HERD within total 
HERD

Indicator Headline

BE-HERD is R&D performed in the Higher 
Education sector that is funded by the 
Business Enterprise sector.  

Data are available only for 7 countries at the 
OECD field level.  These do not include USA, 
Canada, France, Germany or Japan.  This 
explains the somewhat unusual mix of 
countries shown in the attached graph.  

UK Social Sciences BE-HERD as a proportion 
of HERD continues to be the highest in 
absolute terms among comparator countries, 
marginally ahead of Spain.

The UK is third highest to Spain and Finland as 
a proportion of HERD.  Finland has improved 
significantly over the period, and overtook the 
UK in 2001.  The Poland line drops because 
BE-HERD declines to almost zero while HERD 
steadily rises in that country.

This element of business funding has grown 
slowly in absolute terms, in line with total 
HERD in the UK in the last decade.  This 
pattern is typical of the rest of the group.  
Overall across the OST comparator group 
there is a steady rise in business expenditure 
in these HE research areas in line with the 
general level of public investment.

Some 2003 data are produced by forecasting.  
Forecasted data are 'sense checked' by 
comparing forecasts in previous reports with 
outcomes

Social Sciences - BE-HERD as a percentage of HERD

-1

0

1

2

3

4

5

6

7

8

9

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

BE

-HE

RD a

s

 a

 pe

rc

e

n

ta

ge

 of HE

RD

UK

AUSTRALIA

DENMARK
FINLAND

POLAND

SPAIN

SWEDEN
EUROPEAN UNION

Data:  OECD (RDS & MSTI), UK SET statistics and HESA data

138

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Social Sciences - Business Enterprise expenditure in HERD - OST comparator nations, 2003

UK

AUS

DEN

FIN

ESP

SWE

EU15

1

10

100

10

100

1000

10000

HERD (2000 $M PPP) (log scale)

B

E

-H

ER

D

 (

2000 $M

 PPP)

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS & MSTI), UK SET statistics and HESA data

139

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Humanities

Average

1998 - 2002

Actual

2003

Ratio or 

difference

UK - Percentage of BE-HERD within total HERD - Actual

1.30

1.07

0.82

1.76

2.00

1.14

UK - percentage of BE-HERD within total HERD - Rank

3

3

0

0.74

0.54

OST comparator group average percentage of BE-HERD within total 
HERD

UK percentage of BE-HERD within total HERD / OST comparator group 
average percentage of BE-HERD within total HERD

Indicator Headline

This is the first time that data for this indicator 
have been analysed for Humanities and Arts.

BE-HERD is R&D performed in the Higher 
Education sector that is funded by the 
Business Enterprise sector.  

Data are available only for 7 countries at the 
OECD field level for Humanities & Arts.  These 
do not include USA, Canada, France, 
Germany or Japan.  Data for Sweden only 
cover some years.  This explains the 
somewhat unusual mix of countries shown in 
the attached graph.  

UK BE-HERD is about half that of Spain but 
much more in absolute terms than other 
countries.  As a proportion of HERD, the UK is 
broadly in the main group of countries where 
data are available.  The level of investment 
has been stable over the period.

The index for Spain is extremely high and this 
is due to high BE-HERD not low HERD.  The 
Poland figures are slightly erratic.

Excepting Spain, the UK appears to attract a 
relatively good level of BE-HERD into a well 
supported research base in these disciplines.

Some 2003 data are produced by forecasting.  
Forecasted data are 'sense checked' by 
comparing forecasts in previous reports with 
outcomes.

Humanities - BE-HERD as a percentage of HERD

0

1

2

3

4

5

6

7

8

9

1995

1996

1997

1998

1999

2000

2001

2002

2003

Year

BE

-HE

RD a

s

 a

 pe

rc

e

n

ta

ge

 of HE

RD

UK
AUSTRALIA
DENMARK
FINLAND
POLAND
SPAIN
SWEDEN
EUROPEAN UNION

Data:  OECD (RDS & MSTI), UK SET statistics and HESA data

140

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Description of performance indicator

7.05  Business R&D investment in HERD (BE-HERD as %ge of HERD) in five main research fields

Condition signalling improvement

Increased ratio

Humanities - Business Enterprise expenditure in HERD - OST comparator nations, 2003

EU15

ESP

POL

FIN

DEN

AUS

UK

0.1

1

10

100

10

100

1000

10000

HERD (2000 $M PPP) (log scale)

B

E

-H

ER

D

 (

2000 $M

 PPP)

 (

lo

g

 scale)

Check Background section of the report for country short codes

Data:  OECD (RDS & MSTI), UK SET statistics and HESA data

141

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142 

Background to the indicators 

The following pages provide background information on data sources, 
international coverage, subject level disaggregation, time frames and the theory 
and methodology used in bibliometric analyses. 

Codes and abbreviations for countries and for fields of research are defined in 
the appropriate sections. 

There is also a glossary for other terminology and abbreviations. 

 

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143 

Data and sources 

With the exception of the UK, the main data sources used for OST indicators 
are: 

•

 

Finance and people â€“ OECD 

•

 

Publications â€“ Thomson Scientific

ÂŽ

 

For the UK, OST has drawn our attention to the most recent data available from 
SourceOECD and ONS. 

The OECD is the main provider of internationally comparable data on research 
and development.  Its two products on the measurement of science and 
technology, Main Science and Technology Indicators (MSTI, 2005-1, first 
edition) and Research and Development Statistics (RDS, 2004-2, second 
edition) provide the basis for much of the data used in these analyses.  The 
latest editions of each of these products were used to generate the indicators 
listed in the table below.  In addition, OECD provides the only reliable 
international comparisons of educational data via its online Education 
Database.  

The OECD provides comments on a number of the data points in RDS and 
MSTI, explaining their derivation or discussing their accuracy.  These 
comments have not been reproduced here but are available to the interested 
reader when referring to the original data.  Sources can be found at: 

http://www1.oecd.org/dsti/sti/stat-ana/index.htm

 

There are some points of difference between MSTI and RDS.  MSTI has been 
the preferred database for most of the analyses in this report as it provides data 
on a greater range of countries.  RDS, however, provides data disaggregated at 
the level of fields of science and also covers PNPERD. 

Data are presented for the years 1995 to 2003/4.  Gaps of one or two years in 
the time series have been filled by interpolation, whilst missing values at either 
end of the time series were created by extrapolation where appropriate. 

Rolling 5 year averages have been created for researchers, population and 
labour-force data in order to enable like-for-like comparisons with ISI data.  The 
average is produced from the value for the year in question, and the four years 
which precede it. 

In this report, OECD data are usually available for 21 countries.  Coverage for 
the 17 OECD nations is broadly complete, but data for some countries are 

missing from some tables.  This may be because there were no data available, 
or that there were so many missing data points in the data available that no 
meaningful attempt to interpolate and extrapolate could be made. 

Where necessary and feasible, OECD data has been supplemented by data 
sourced from EUROSTAT, the UN, the Higher Education Statistics Agency 
(HESA), and the statistics’ portals of individual national governments. 

Financial data is given in units of Million constant US$ at 2000 prices and 
corrected for Purchasing Power Parity (PPP).  This is a change from last year, 
where PPP-1995 was used. 

The interpretation of OECD science and technology data is governed by the 
Frascati Manual, which has become the internationally recognised methodology 
for collecting and using R&D statistics.  Some basic definitions from the 
Frascati manual appear below; detail is in the Glossary. 

The OECD Education Database provides internationally comparable data on 
key aspects of education systems.  It makes use of data collected by UNESCO, 
OECD and EUROSTAT.  The interpretation of OECD education data is 
governed by the OECD publication â€˜Data Collection on Education Systems: 
Definitions, Explanations, and Instructions’. 

Indicator Basic 

source 

BE-GOVERD 

OECD  Research and Development Statistics 

BE-HERD 

OECD  Research and Development Statistics 

BE-HERD  by field of science 

OECD  Research and Development Statistics 

BE-PNPERD 

OECD  Research and Development Statistics 

GDP 

OECD  Main Science and Technology Indicators 

GERD 

OECD  Main Science and Technology Indicators 

GOVERD 

OECD  Main Science and Technology Indicators 

HERD 

OECD  Main Science and Technology Indicators 

HERD by field of science 

OECD  Research and Development Statistics 

National populations 

OECD  Main Science and Technology Indicators 

PhD graduates 

OECD  Education Database 

PhD graduates  by field of science 

OECD  Education Database 

PNPERD 

OECD  Research and Development Statistics 

R&D personnel 

OECD  Main Science and Technology Indicators 

Researchers 

OECD  Main Science and Technology Indicators 

Labour (work) force 

OECD  Main Science and Technology Indicators 

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144 

There has been a change in UK postgraduate data because of changes in data 
collection by HESA, the UK Higher Education Statistics Agency.  This affects 
the status of awards made from dormant registrations and increases the 
numbers of PhD awards from 2001 onwards by about 4.5% compared to 
previous data.  More information is available in an article published by HESA at 
the time, see: 

http://www.hesa.ac.uk/holisdocs/pubinfo/student/changes.htm

 

All publication and citation data are provided by Thomson ScientificÂŽ. The 
NSICCOD2004 was the specific database from which figures were taken for 
these analyses.  Two main methods are used in analysing these data: 

•

 

NSI1

: analyses based on data from the most recent (or any specific) 

calendar year use the ISI NSI1 data frame, looking at the numbers of 
articles published and the citations they have accumulated to date; 

•

 

NSI5

: analyses based on a select period are most effective if a five-

year window is taken, using the ISI NSI5 data frame.  This takes the 
publications for a stated five-year period (e.g. NSI5 for 2004 is the 5-
year window 2000-2004) and the citations to those articles in the same 
five-year period. 

Frascati manual data definitions (

see also Glossary

GERD: Gross domestic expenditure on R&D 

BERD: Total R&D performed in the business sector 

GOVERD: Total R&D performed in the government sector 

PNPERD: Total R&D performed in the private non-profit sector 

HERD: Total R&D performed in the higher education sector (which is very 

broadly defined and may in some countries cover more than 
universities and colleges) 

Where the prefix BE- is used, this denotes that portion of the R&D within the 

sector concerned that is financed by the business enterprise sector (a 
table below illustrates this) 

Researchers: professionals engaged in the conception or creation of new 

knowledge, products, processes, methods and systems 

R&D personnel: all persons employed directly on R&D, and those providing 

direct services such as managers, administrators, and clerical staff 

Labour force (workforce): Total number of persons available for work, whether 

in employment or not 

Other data definitions 

PUBERD: the sum of GOVERD and HERD, equating to R&D performed in the 

publicly funded sectors 

Notes on data manipulation 

Extrapolation

 was achieved using Excel’s FORECAST function.  Forecasted 

data are 'sense checked' by comparing forecasts in previous reports with 
outcomes.  Where outcome clearly differed from forecast, e.g. because of 
marked inflections in trend, then forecasting has been omitted for the latest 
report. 

Interpolation 

was achieved by adding the difference between the available 

upper and lower values divided by the number of missing years to the lower 
figure. 

OECD field of science categories:

 a single category covers both agriculture 

and natural sciences 

GDP 

 (Million constant $ 2000 prices and PPPs) was translated to GDP (Million 

current PPP$) using OECD’s Implicit GDP Price Indices (2000 = 1.00) 

UK HERD

 was rebuilt by field of science using: 

•

  HESA data on Total HEI Research Grant & Contract Income (from 

Resources of Higher Education, Table 4: Research Grants and 
Contracts Income by Cost Centre, Source and Institution).  HESA cost 
centre codes were mapped to OECD fields of science, and agricultural 
sciences combined into natural sciences, and income allocated to 
administration and services (<1% of the total) was pro-rated across 
OECD fields of science. 

•

 

OST data on HEFC R&D Expenditure by subject area (ONS 

Government R&D survey reproduced on the OST’s SET statistics 
website: Table 5.3 Higher Education Funding Councils R&D and SET 
expenditure by subject area 
 (

http://www.ost.gov.uk/setstats/index.htm

). 

This accounted for 95% of HERD on average, and the shortfall was pro-rated 
across OECD fields of science. 

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145 

Proportions of HERD by field of science were then calculated, and values 
extrapolated for 1995 and 2003.  These were then used to split the available 
totals for these years. 

UK BE-HERD

 was rebuilt by field of science using: 

•

  HESA data on Total HEI Research Grant & Contract Income (UK 

industry, commerce, public corps) (from Resources of Higher 

Education, Table 4: Research Grants and Contracts Income by Cost 
Centre, Source and Institution).  HESA cost centre codes were 
mapped to OECD fields of science, and agricultural sciences 
combined into natural sciences, and income allocated to administration 
& services (<1% of the total) were pro-rated across OECD fields of 
science. 

The following table is adapted from Table 6.1 of the Frascati manual.  It shows the distinction between funding and performing sector in establishing the composition of 
HERD and sets out the disaggregation of HERD in order to illustrate the nature of BE-HERD, business funded research performed by the HE sector. 

Business enterprise

Private non-profit

Government

Higher education

Business enterprise

BE-BERD, i.e. private 

sector R&D financed 

by companies

BE-PNPERD

BE-GOVERD

BE-HERD, e.g. 

industrial research 

contracts to universities

Total domestic performance 
financed by the business 
enterprise sector

Government

GOV-BERD, i.e. 

Government R&D 

contracts and grants to 

industry

GOV-HERD e.g. 

contracts from 

Government 
departments

Total domestic performance 
financed by the government 
sector

Public general university funds (GUF)

GUF, i.e. from DfES via 

HEFCs

Total domestic performance 
financed by public general 
university funds (GUF)

Higher education

HE-HERD, i.e. from 

own funds incl. 

endowments

Total domestic performance 
financed by the higher 
education sector

Private non-profit (PNP)

PNP-HERD

Total domestic performance 
financed by the private non-
profit sector

Abroad

HERD other

Total domestic performance 
financed by abroad

Total

Total performed in the 

business enterprise 

sector

Total performed in the 

private non-profit 

sector

Total performed in the 

government sector

Total performed in the 

higher education sector

BERD

PNPERD

GOVERD

HERD

<

----G

E

R

D--

-

-

>

Sector of funding source

< - - - - GERD - - - - >

< - PUBERD (OST category) - >

Total

Sector of performance

 

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146 

OECD Indicators

 

were created from the following source files, fields and criteria: 

Indicator element 

OECD source filename 

Fields & criteria 

BE-GOVERD 

RDS2004-2 Table 1. Gross domestic expenditure on R&D -- 
GERD -- by sector of performance and source of funds 

MEASURE=Million constant $ 2000 prices and PPPs; 
SECTFIN=Gov. fin. by Bus. enter. 

BE-HERD 

RDS2004-2 Table 1. Gross domestic expenditure on R&D -- 
GERD -- by sector of performance and source of funds 

MEASURE=Million constant $ 2000 prices and PPPs; 
SECTFIN=Higher educ. fin. by Bus. enter. 

BE-PNPERD 

RDS2004-2 Table 1. Gross domestic expenditure on R&D -- 
GERD -- by sector of performance and source of funds 

MEASURE=Million constant $ 2000 prices and PPPs; 
SECTFIN=PNP fin. by Bus. enter. 

PNPERD 

RDS2004-2 Table 1. Gross domestic expenditure on R&D -- 
GERD -- by sector of performance and source of funds 

MEASURE=Million constant $ 2000 prices and PPPs; 
SECTFIN=TOTAL PRIVATE NON-PROFIT (PNP) 

HERD by OECD Field of Science 

RDS2004-2 Table 18. Higher education intramural 
expenditure on R&D -- HERD -- by field of science 

MEASURE=Million constant $ 2000 prices and PPPs;  

BE-HERD by OECD Field of Science 

RDS2004-2 Table 20. Higher education intramural 
expenditure on R&D -- HERD -- by field of science and source 
of funds 

MEASURE=Million constant $ 2000 prices and PPPs; 
HE/FIN=Business enterprise 

GERD 

MSTI2005-1 Indicator 3. GERD -- (Million 2000 dollars -- 
constant prices and PPPs 

 

Researchers 

MSTI2005-1 Indicator 7. Total researchers (FTE) 

 

R&D personnel 

MSTI2005-1 Indicator 9. Total R&D personnel (FTE) 

 

R&D personnel per thousand labour force 

MSTI2005-1 Indicator 10.a. Total R&D personnel per 
thousand labour force 

 

HERD 

MSTI2005-1 Indicator 47. HERD -- (Million 2000 dollars -- 
constant prices and PPPs 

 

GOVERD 

MSTI2005-1 Indicator 54. GOVERD -- (Million 2000 dollars -- 
constant prices and PPPs 

 

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147 

GDP 

MSTI2005-1 Indicator A.2. Gross Domestic Product (Million 
Current PPP$) 

Converted to Million 2000 dollars -- constant prices and 
PPPs using MSTI2005-1 Indicator B. Implicit GDP Price 
Indices (2000 = 1) 

Population 

MSTI2005-1 Indicator E. Total Population (Thousands) 

 

Labour force 

MSTI2005-1 Indicator H. Labour Force (Thousands) 

 

PhDs awarded 

OECD Education Database: Number of graduates by field of 
study, level of education, programme orientation, duration of 
programme and sex 

Country=[ALL]; Duration of programme=All educational 
programmes - 900000; Sex=Total males + females - 90; 
Level of education=Advanced research programmes - 60; 
Type of programme=All educational programmes - 900000; 
Year=[ALL]; Educational/labour market destination of 
programme=Total - 900000; Field of study=[ALL] 

PhDs awarded by OECD Field of Science 

As above 

As above 

 
The most recent UK data on GERD, GOVERD and PNPERD have been taken from SourceOECD supplemented by data from ONS, HESA and OST’s own SET 
statistics, and have been adjusted for Million constant $ 2000 prices and PPPs. 
 

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148 

International comparisons and data coverage 

There are 25 countries (the OST comparator group) covered in this report in 
addition to the UK. 

The OST comparator group is spread by geography and type, and are thus of 
value for comparisons with any national research base. 

The combined output of the selected countries in the OST comparator group 
accounts for more than 95% of the world’s relatively highly cited papers over 
the last twenty years.  Highly cited papers are, in this context, those that have 
been identified by Thomson Scientific

ÂŽ

 as the most cited 1% by field and year 

of publication.  The group covers similar proportions of total world outputs. 

The EU15 non-national group was introduced in the 2004 report to summarise 
research activity in Europe, because of increased interest in the development of 
the European Research Area.  The EU15 are the countries that were members 
of the EU for most of the period covered by the report; new member states 
increased the EU to 25 in 2004. 

The EU15 is not included in the aggregate statistics for the OST comparator 
group.  The EU15 bibliometric data generally reflect true aggregate figures and 
do not duplicate activity that is collaborative between member states.  This is 
not always true, however, of the OECD data where some countries’ data are 
missing from some variables. 

The OST group includes the full G8, a combination of some larger and OECD 
countries from different continents with research bases both similar and 
contrasting in structure to the UK, and a spread of smaller nations with active 
and rapidly growing research bases with specific strengths. 

Country groups 

Some countries would form the normal core of any international reference set.  
These are major economies with a strong and diverse research base.  They 
include countries with University-based research systems very similar to that of 
the UK and others with systems that are based more strongly on research 
institutes outside Universities.  Additional performance factors related to 
research system can thereby be examined. 

European countries provide a fuller regional economic context.  Those in the 
OST group include medium to large research economies, have active and well 
established research bases and interact substantially with the UK. 

Social and economic change in the former Soviet Union and among EU 
candidate countries suggests that monitoring research developments in this 

Country group 

Country name 

Short code 

G8 

UK UK 

 USA USA 

 Canada 

CAN 

 France 

FRA 

 Germany 

GER 

 Italy  ITA 

 Japan 

JAP 

G8/E Europe 

Russia RUS 

Other W Europe 

Belgium BEL 

 Denmark 

DEN 

 Finland 

FIN 

 Netherlands 

NED 

 Spain 

ESP 

 Sweden 

SWE 

 Switzerland 

SUI 

Other E Europe 

Poland POL 

Other Europe 

EU15 group 

EU15 

Other World 

Australia AUS 

 Brazil 

BRA 

 China 

CHI 

 India IND 

 Iran  IRA 

 Israel ISR 

 Singapore 

SGP 

 South 

Africa 

SAF 

 South 

Korea 

SKO 

 Taiwan 

TWN 

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149 

area will extend information gained from the core European analysis.  It should 
be noted, however, that post-Soviet economic changes produce somewhat 
anomalous indicators if estimated GDP changes rapidly. 

A spread of leading research economies in other continents provides a broad 
overview of the UK’s relative international standing.  This year, the rapidly 
evolving research performance of China has made it central to any international 
research comparison.  India is developing more slowly but is likely to become a 
key focus within a few years. 

Finally, smaller research economies are active in specific â€˜niche’ areas often 
related to key technologies of economic significance.  The countries of interest 
in the OST comparator group are likely to change from time to time.  Those 
initially included continue to show rapid recent growth and a significant increase 
in research impact. 

Reference benchmarks 

Two baselines have been created as reference benchmarks, and they are used 
for each indicator and field.  The first reference benchmark is the global total or 
average.  The second reference benchmark is the total or average for the OST 
comparator group.  Within the report, the specific benchmark that has been 
used is specified.  [The relevant one depends on the availability of data for each 
indicator.] 

Note that summed bibliometric data for the OST comparator group may appear 
to exceed world totals, because of joint publications between countries.  This is 
discussed in a methodological note (below). 

International data coverage

 

Finance and workforce data may be limited for some countries and some 
subject areas, particularly in the social sciences and in the arts and humanities. 

Work carried out for the Economic & Social Research Council highlighted some 
deficits and some inconsistencies with regard to postgraduate training data for 
some smaller countries.  Data for the G8 appear generally sound. 

Bibliometric data are generally available for all countries.  For the social 
sciences, while some larger fields appear to be reasonably well covered 
internationally there are other specific disciplines in which there are clear 
deficits for non-Anglophone countries.  This means that comparisons between 
the USA, UK and Canada may be sound but the relative position of e.g. France 
and Germany would be less certain. 

The research base varies in structure between countries (as noted above) and 
there are also differences – possibly but not necessarily as a consequence - in 
research culture and thus in activities such as publication and citation 
behaviour.   We comment below on some possible factors that arise from this. 

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150 

Subject disaggregation 

Three principal levels of subject disaggregation are used in this report: 

System 

(i.e. country level); 

OECD

; and UK-

SUoA

The subject disaggregation used here is nested and hierarchical.  â€˜System’ 
breaks down into five ‘OECD’ categories some of which are then broken down 
into the ten ‘SUoAs’. 

Mapping data at a subject level 

Research data can be grouped at a system level (total national papers, total 
science and arts expenditure) or at levels of detail described as fields, subjects 
or disciplines.  A balance needs to be struck between a coarse level of analysis 
and too fine a level, both of which can obscure information. 

For analyses of output performance patterns, the UK’s SUoAs (see below) can 
be used, but it is also feasible to use finer levels of discrimination.  

Evidence

 Ltd 

has developed a number of methodologies for mapping data from different 
sources to a common set of categories. 

System 

(Country)

 

System refers to the country as a whole.  This gives a national overview of 
research activity and performance. 

System is often the only available level because data are not attributed to any 
specific subject category.  It is not entirely satisfactory because of the innate 
cultural differences between major research fields.  The relative size of different 
fields may swamp important differences between fields within countries. 

OECD categories 

OECD coarse-level categories are broad fields used for categorising much of 
the OECD database.  This provides a satisfactory separation between major 
parts of the research base, but still obscures some performance detail. 

For this OST report we have combined the OECD data for natural and 
agricultural sciences.  The category for agriculture is useful for measuring the 
specific economic activity in this sector but it is of much less significance as a 
separate grouping for research base analyses.   

The five OECD categories used here are  

1.  Medical Sciences 

2.  Natural and Agricultural Sciences 

3.  Engineering and Technology 

4.  Social Sciences 

5.  Humanities [including Arts where data permits] 

Units of Assessment 

Units of Assessment (UoAs) are the 68 subject categories established in the 
UK for the cyclical Research Assessment Exercises up to 2001. 

A list of these categories is available from the HEFCE website 

http://www.hefce.ac.uk/Research/assessment/

 

These categories are generally too fine and numerous for international 
comparisons, other than those focussing on a single discipline. 

SUoAs (Super-UoAs) 

SUoAs are grouped 

Unit of Assessment

 (UoA) subject categories.  This usefully 

separates some of the major sub-divisions within the OECD categories, such as 
biological, physical and environmental sciences within the OECD Natural 
Science and Agricultural Sciences category. 

The groups are based on an analysis of similarity of journal usage by 
researchers submitting to the UK Research Assessment Exercise in 1996 and 
2001.  Some of the groups are substantially larger than others and might be 
identified as ’major’ fields, but this designation refers to size only rather than 
policy significance. 

The ten SUoA categories used here are 

Clinical (major) = OECD category 1 

Pre-clinical and health = OECD 1 

Biological sciences (major) = OECD 2 

Environment = OECD 2 

Mathematics = OECD 2 

Physical sciences (major) = OECD 2 

Engineering (major) = OECD 3 

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151 

Social science (major) = OECD 4 

Business = OECD 4 

Humanities, languages and arts = OECD 5 

Economic and social research 

The application of some research indicators to the economic and social 
sciences is disputed, as we have noted elsewhere in this report. 

Recent work for the Economic & Social Research Council has confirmed that 
bibliometrics must be used with caution in this area.  The economic and social 
coverage of the Thomson Scientific journal databases is not balanced in the 
same way as natural science disciplines.  The lower language diversity results 
in a deficit in coverage for some large European research economies. 

The bias towards Anglophone journals may affect the UK in two ways: it is 
relatively less well covered than the USA, so the database has less utility, but 
more â€˜average’ material may be covered than for other European competitors, 
so its net indexed impact may be reduced. 

It is also noteworthy that a high proportion of the material cited by articles in 
social science journals is not covered by the Thomson databases, although this 
varies between disciplines. 

Although the defects of existing bibliometrics are familiar to social science 
researchers, many of them make extensive use of journal, article and citation 
information in reaching judgements about research quality.  However, they do 
so in an ‘expert’ fashion alongside other data and it is not possible readily to 
translate their approach into systematic evaluation. 

The use of journal articles as a preferred output mode for economic and social 
research appears to be increasing, as judged by RAE data and survey 
outcomes.  Bibliometrics are likely to be of increasing importance and 
bibliographic databases and indices are likely to be of increasing value to social 
scientists over the next few years. 

Humanities, languages and arts 

Previous reports have focused on the fields of Natural and Social Science 
research covered by the Research Councils then funded by the Office of 
Science and Technology.  They therefore excluded the broad-based Arts and 
Humanities. 

In 2005, a new Arts and Humanities Research Council took responsibility from 
the former Arts and Humanities Research Board (AHRB) and has become part 
of the UK’s national Research Council system. 

New indicators appropriate to the different research paradigms in these 
disciplines are likely to be required.  While research funding and research 
training are clearly common to all disciplines their relation to performance is not 
the same in all cultures.  Publication and citation behaviour also differs 
markedly, perhaps more so in the Humanities than in the Social Sciences. 

Background data is being gathered by relevant agencies to support the 
development of new indicators and the AHRC will be exploring the options that 
arise.  Their staff are in regular contact with the OST on this. 

In the interim, it has been decided that, where the data allow, the existing 
indicators should be extended to capture information about humanities 
research.  Data on the language disciplines and on the visual and performing 
arts is very sparse but this has been included where available. 

The international databases are often much weaker on humanities and arts 
research activity.  Many countries make no returns in this area and others, with 
significant research bases, supply data only in some years.  This further 
reduces the capacity for analysis.  

It is acknowledged that indicators in this report, and elsewhere, have been 
developed principally for use alongside the â€˜science research paradigm’.  Their 
relationship to â€˜research performance’ in the humanities is only partly 
understood.  This year’s presentation is therefore one that should stimulate the 
wider debate on the assessment of research in the humanities but should not 
be taken to provide any grounded or authoritative measure of the UK’s recent 
standing. 

 

 

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152 

Time frames 

This report uses analyses of: 

•

 

Current performance, in the latest year (or five-year period) for 
which data are available. 

•

 

Comparisons of recent performance with an average for the 
previous five-year period. 

•

 

Trends in performance over the last ten years. 

The emphasis in performance analysis indicators is on the current position of 
absolute and relative indicators for one or a group of countries. 

Current performance can only be fully understood, however, if it is also set 
against recent and longer-term trends  

Some data series only make more sense in a longer time context because of 
missing values or exceptional year-to-year variation. 

Time windows 

Five-year windows address annual activity fluctuations within subjects, smooth 
out marked annual changes in inputs and outputs, help to compensate for 
missing values in a data series and present a more readily understood profile of 
research performance. 

Thomson ScientificÂŽ data make use of overlapping five-year windows for 
appropriate comparisons of e.g. citation counts across time.  Because citation 
counts are less on average for more recent years a direct comparison between 
two years is sometimes meaningless.  If the citations that accumulate over a 
fixed period of years are used then this provides a sensible reference point 
between publications from different years or periods.  

Thomson recommends using a five-year (NSI5, National Science Indicators 
over 5 years) period for papers and the citations that are attributed to them.  
Thus the NSI5 for 1996 is the set of papers published in the years 1992-1996 
and the citations to those papers that had accumulated by the end of 1996.  
The NSI5 for 1997 will overlap with the last four years of papers and include the 
next later year, with the citations that accumulate for those papers to the end of 
1997. 

Evidence

 groups data into five-year windows using the same convention.  The 

average annual performance for a five-year window labelled 2001 will be the 
average for the years over the period 1997-2001. 

Moving five-year windows also help to overcome the problems of missing years 
in OECD data.  

Current performance 

The last calendar year (2004) has been used for many of the indicators. 

In some instances there are as yet no data for the last year, so the most recent 
year for which data are available is used instead.  This is usually 2003. 

Where five-year windows are employed, the current performance is usually 
based on data for 2004 or the 2004 â€˜window’ which covers the average 
performance for 2000-2004. 

Recent performance 

When ‘recent’ performance is calculated, this is done using the latest available 
data.  Because some data from earlier years will be revised later, this means 
that the ‘recent’ value in on report may differ from the calculation for the same 
value given in an earlier report. 

Recent data for the UK include selectively updated figures from the ONS. 

If ‘recent’ data are changed then rankings may be revised as a consequence.  
Thus, the UK may in one report be ranked 10

th

 recently and currently, yet in the 

next report be said to have improved from 12

th

 to 10

th

.  This will be because 

either the UK or another country’s data has changed so that the UK’s relative 
position for past years has fallen. 

Current performance is usually compared with the average performance in 
recent years. 

For this report, recent usually means the previous five years.  If the current data 
refer to 2004 then the recent data refer to the average for 1999-2003. 

For five-year windows, the window used for the recent comparator is specified 
in the particular analysis. 

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153 

Longer-term patterns 

Trends

 

are important where year on year variation can only properly be 

interpreted in the context of the longer term.  Different forms of trend analysis 
may require annual data or rolling five-year windows.  Each can help to 
establish, first, whether the current snapshot is a good reflection of performance 
and, second, whether any projection can be made of likely future performance. 

Lags between inputs and outputs 

The timing (or phase) relationships between different types of data are 
important for SEB indicators.  For example, inputs precede outputs.  A specific 
project grant will precede the publications that report on the project outcomes 
by some years. 

A three-year lag has sometimes been inferred in UK policy studies, mostly 
because this fits with a long established three-year project structure where 
funding is allocated in year 1 for activity that starts immediately and begins to 
show substantive results in year 2 leading to articles being written in year 3 and 
later.  Publication may occur 12-18 months after an article is written. 

The time lag between input and output may vary between indicators and 
change over time and there may be other, less transparent, links to elucidate.  
There is therefore no simple, universal time lag that could readily be applied to 
this indicator system.   

We could also consider not three- or five-year lags but the longer term.  For 
example, we could explore patterns at institutional level over ten-year or even 
longer periods that take into account investment through capital as well as 
recurrent spend.   

Furthermore, there is no evidence either that all national systems have the 
same time lags or that these differ.  We do know that there are differences in 
citation behaviour between countries (we discuss this in more detail below) 
which sometimes leads to a ‘spike’ in relative UK citations soon after publication 
at the same time as a relative ‘trough’ in Japanese citations.  Later analyses 
shows the Japanese tend to pick up but at a slower rate while some UK papers 
may peak early. 

To summarise, no time lag has been applied to the secondary indicators in the 
first cycle of OST SEB indicators because we have no clear and uniform basis 
on which to make general assumptions.  Output data are therefore compared 
with input data for the same year, although these inputs cannot have funded 
these outputs.  More specific analyses with different time lags may be used in a 
future indicator cycle, but this will depend on exploring alternative scenarios to 
throw light on this aspect of research performance. 

 

 

 

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154 

Bibliometrics 

Bibliometrics are important in indexing research performance.  Bibliometric data 
have particular characteristics of which the user should be aware, and these 
are considered here. 

The data come from Thomson ScientificÂŽ databases, a single source collated 
to the same standard and therefore providing a level of comparability not found 
in other data.  The data are also valuable because they can readily be 
disaggregated by field, by year and for most countries. 

Journal papers (publications, sources) report research work.  Papers refer to or 
‘cite’ earlier work relevant to the material being reported.  New papers are cited 
in their turn. 

Papers that accumulate more citations are thought of as having greater 
significance or influence in their field.  Citation counts are therefore recognised 
as a measure of impact, which can be used to index the excellence of the 
research from a particular group, institution or country. 

Most impact measures use average citation counts from groups of papers, 
because some individual papers may have unusual or misleading citation 

profiles.  These are diluted in larger samples. 

Time factors 

Citations 

accumulate

 over time.  Older papers therefore have, on average, 

more citations than more recent work.  The following Figure shows the pattern 
of citation accumulation for a set of 30 journals in Geological Sciences.  Papers 
less than 8 years old are, on average, still accumulating additional citations.  
Only for older sources has the citation count plateaued. 

Papers are also 

more likely

 to be cited at all over time.  The Figure shows that 

the percentage of papers that have never been cited drops over about five 
years.  Beyond five years, some 10% or more of papers continue uncited. 

Account must be taken of these time factors in comparing current research with 
historical patterns.  For these reasons, it is sometimes more appropriate to use 
a fixed 5-year window of papers and citations to compare two periods than to 
look at the longer term profile of citations and of uncitedness for a recent year 
and an historical year. 

Citation accumulation for papers in Geological Sciences

0

5000

10000

15000

20000

25000

1

981

1

982

1

983

1

984

1

985

1

986

1

987

1

988

1

989

1

990

1

991

1

992

1

993

1

994

1

995

1

996

1

997

1

998

1

999

2

000

2

001

2

002

Year of publication

C

ita

tion c

o

un

t t

o

 end-

20

02

0

10

20

30

40

50

60

70

80

90

P

e

rc

ent

age 

pa

per

s unci

ted by 

end

-2002

Citations to date
Uncited papers

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155 

Discipline factors 

Citation rates vary between disciplines and fields.  On the whole, citations 
accumulate more rapidly and plateau at a higher level in Biological Sciences 
than Physical Sciences, and Natural Sciences generally cite at a higher rate 
than Social Sciences. 

There is no intention that the indicators reported here should be used for 
disciplinary comparisons within countries.  Account must be taken of 
disciplinary factors in comparing impact indices.  For example, a direct 
comparison of citations per paper between Biochemistry and Economics is 
inappropriate and would be misleading.  The world average in a given field, 
however, can provide a useful reference point for comparisons between 
countries.  It is more informative if the values for each country within any 
discipline are normalised, or REBASED against a world average for that field.  
Rebased impact factors in this report refer to a world average index of 1.0 for 
that field  

All comparisons made in this report are â€œlike-for-like”.  Citation rates may be 
less informative about performance in some fields because they may be lower 
or citation behaviour (the reasons why people cite other work) may be poorly 
understood.  Nonetheless, so long as we use fair comparisons we should 
expect that such variations do not unbalance our conclusions.  For example, 
UK Natural Science is compared with USA and Germany Natural Science, and 
UK Social Science in 2003 is compared with UK Social Science in 1998-2002.  
Only if behaviour within a discipline differs significantly between countries or if 
the data for one country is unrepresentative compared to others would the 
comparisons become invalid. 

Bibliometric data for Social Science should always be regarded with caution.  
Recent analyses confirm that, while they may be both valid and useful, there 
are issues about national imbalances – especially at a disaggregate field level – 
and any publication analyses must be interpreted against the background 
context of other indicators and detailed commentary. 

Location factors 

Citations accumulate for each author on a paper and for each institution and 
country included in the authors’ addresses.  The world total of citations is 
consequently less than the sum of national citations. 

•

 

As an example, imagine a set of four papers.  One has a German author, one 
has a UK author and two have both UK and German authors.  

•

 

Each paper is cited twice.  There are a total of eight (8) citations. 

•

 

There are six UK citations: two to the UK only paper and two to each of the 
jointly authored papers. 

•

 

The (UK + Germany) citations = 12, because there are similarly six German 
citations.  This exceeds the actual total of 8. 

While it is feasible to create an overall total for numbers of world papers and 
citations, from which duplication can be removed, it is onerous to do this for a 
changing sub-set of countries for each data analysis.  De-duplication has been 
done for the EU15. 

Data are only available for some countries in the OST comparator group for 
some analyses, (e.g. data on researchers are a sub-set).  Consequently, where 
the sum of papers or citations is calculated for the sub-set (e.g. to index 
citations per researcher), then the total includes duplicates for joint papers. 

The value of the UK activity in relation to both the OST comparator group and 
the world total is given for indicators involving only publications data.  In these 
cases, it will be seen that the UK is apparently smaller as a proportion of the 
OST comparator group than of the world, because of the duplication between 
countries.  Nonetheless, this has no effect on comparative values such as rank 
or ratios of activity. 

National factors  

The volume of papers on Thomson databases for G8 countries is not 
disproportionate in the Natural Sciences, although there is said to be an 
Anglophone bias and some of these countries do not have English as a first 
language.  The imbalance in some – if not all - the Social Sciences and in the 
Humanities is greater. 

There is some selectivity in publication behaviour in some countries.  For 
example, a study of Spanish Earth scientists (J Rey-Rocha, Scientometrics 
(2002) 55, 377) showed that they publish parochial reports in Spanish journals 
not indexed by Thomson.  The effect of this on Spanish citation indices is not 
clear but it may mean that only higher impact  work  is  indexed.      If  a  similar 
pattern is true for other countries, there would then be a consistent sampling 
bias in favour of more citable publications for non-Anglophone countries (i.e. 
lower volume but higher average quality). 

Citation behaviour also differs between countries.  UK researchers tend to 
access new work and cite it more rapidly than researchers do elsewhere.  This 
means that some high UK relative citation rates may dip later.  This does not 
distort overall perceptions of relative national performance but it is important to 
be aware that this is a background component. 

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156 

Glossary 

AHRC

  The Arts and Humanities Research Council funds research and 

postgraduate study within the UK's 

HEIs

 in traditional humanities subjects, 

such as history, modern languages and English literature, and in the 
creative and performing arts.  It also provides funding for museums, 
galleries and collections that are based in, or attached to, HEIs in England.  
The AHRC was established on 1 April 2005, and replaced the Arts and 
Humanities Research Board.  

BBSRC

  The Biotechnology and Biological Sciences Research Council receives 

money from 

OST

 through the Science Budget to fund academic research 

and training in biosciences.  It was formed in 1994 by the merger of the 
former AFRC with the biotechnology division of the former SERC. 

BERD

 is the total R&D performed in the business sector.  Where the prefix BE- is 

used for other R&D spend (e.g. BE-HERD), this denotes that portion of the 
R&D within the sector concerned that is financed by the business enterprise 
sector.   

Bibliographics 

is used as a term for descriptive data referring to publication 

activity or submissions that do not provide a direct measure of performance. 

Bibliometrics 

are measures of research activity and performance derived from 

databases of journal articles and of citations of those articles.  There are 
associated secondary measures based on relative journal and article 
citation rates. 

BSTS 

refers to OECD’s Basic Science and Technology Statistics.  These are 

disaggregated further than 

MSTI

 but cover fewer countries.  In 2004, BSTS 

was succeeded by Research and Development Statistics (

RDS

). 

Chief Scientific Adviser

 is the head of 

OST

 and provides advice to the 

Government on science, engineering and technology matters. 

Citations

 are the formal references made in a journal paper or other publication to 

earlier work.  These citations (or cites) usually indicate that the earlier work 
supports the publications methods, data or claims in some way.  Negative 
citations may also occur. 

DG-RC

 is the Director General of 

Research Councils

, a senior member of the 

OST

 who advises on the allocation of the UK 

Science Budget

Efficiency

 in the context of 

Evidence

 Ltd reports is the relationship between the 

volume of outputs from the system and a stated volume of inputs. 

Effectiveness

 in the context of 

Evidence

 Ltd reports is the relationship between 

the volume of outputs and their average quality. 

EPSRC

  The Engineering and Physical Sciences Research Council is the UK's 

main agency for funding research and related postgraduate training in 
engineering and the physical sciences.  It emerged from the former SERC 
in 1994. 

ESRC  

The Economic and Social Research Council is the UK’s leading research 

funding and training agency addressing economic and social concerns.  Its 
predecessor until 1983 was the Social Science Research Council, 
established in 1965. 

Eurostat 

is the Statistical Office of the European Communities situated in 

Luxembourg.  It had a budget of €140 million in 2000.  Established as a 
directorate of the European Community in 1959, its modern task is to 
provide the European Union with a high-quality statistical information 
service at European level that enables comparisons between countries and 
regions. 

Expected citation rate 

– see Journal Average Impact factor 

Frascati

 

Manual

 was first published as the outcome of an OECD meeting in June 

1963 with national experts on R&D statistics at the Villa Falcioneri in 
Frascati, Italy.  The result was the first official version of the 

Proposed 

Standard Practice for Surveys of Research and Development

, now 

commonly known as the Frascati Manual.  The Working Party of National 
Experts on Science and Technology Indicators (NESTI) has now developed 
a “Frascati Family” of methodological manuals, including publications on 
innovation (

Oslo Manual

), human resources (

Canberra Manual

) and the 

technological balance of payments and patents. 

FTEs  

Full Time Equivalents.  Many research and other posts are filled on a 

fractional basis and there are also a significant number of part-time 
research students.  The balance of full and part-time posts and students 
varies between institutions and a direct head-count may therefore be a poor 
indication of the actual volume of activity.  To account for this, head-count 
numbers may be converted to full-time equivalents (e.g. two 0.5 FTE posts 
equate to 1.0 FTE).  In other cases the actual head count may be more 
relevant. 

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157 

G8 

refers to a group of eight leading economies.  This comprises the UK, USA, 

Canada, France, Germany, Italy Japan and Russia.  The G7 is an earlier 
version of the same group, without Russia.

 

GERD

 is Gross Expenditure on R&D 

GOVERD

 is total R&D performed in the government sector. 

HE 

is higher education in the broad sense. 

HEIs 

are higher education institutions.  In the UK specifically they are the 

universities and colleges funded for teaching and research by the regional 
HEFCS. 

HERD

 is total R&D performed in the higher education sector (which is very broadly 

defined by OECD and may in some countries cover much more than 
universities and colleges).  That part of HERD funded by the business 
enterprise sector may be denoted as BE-HERD. 

HESA

  The Higher Education Statistics Agency was established in 1993 and is the 

central source for HE statistics.  It seeks to standardise data collection 
processes and formats. 

Impact

 is the average citation rate of the outputs for a specified source (country, 

organisation, author).  This is a simple and direct measure of research 
performance since citations usually reflect acknowledgement by later 
authors of the value of a published item.  The impact figure can be taken as 
a local measure of the 'worth' of publications.  In this report, impact figures 
are 

rebased

 to take account of the world average figure in the field.  In this 

way, comparisons can be made between fields that have different raw 
impact values to judge their effectiveness. 

ISI

 is the older name for the Philadelphia based division of 

Thomson Scientific

.  

The former Institute for Scientific Information was founded by Eugene 
Garfield in 1958.  It is the world's premier source of information on journal 
outputs and their citations.  ISI provides a range of commercial information 
products designed to support research and research management, 
including 'Current Contents' and the Science and Social Science Citation 
Indexes.  ISI indexes over 8,000 journals in 35 languages, which is agreed 
to represent most or all of the material likely to be recognised as having 
significant value to others for most science fields.  ISI data may under-
represent new and emerging fields and so disbenefit interdisciplinarity and 
is less rich in coverage of the Social Sciences.  It covers the Arts and 
Humanities less well. 

Journals

  Research findings are published in journals, conference proceedings 

and books.  Journals are the main mode of rapid output for most scientific 
fields.  The first research journal was reputedly the 

Journal des Scavans

inaugurated in 1665.  It was published by Denys de Sallo in Paris.  By 2000 
there were estimated to be about 20,000 journals carrying over one million 
research papers per year. 

Journal Average Impact Factor (JAIF)

 can be calculated as the average number 

of citations received by the papers in a stated journal in a particular year.  
JIF varies between journals: those such as ‘Nature’ and ‘Science’ tend to 
publish papers that receive many citations and they have a high JIF.  
Publication in a journal with high impact is often seen as a mark of prestige.  
JIF for any one journal varies between years, because more recent years 
have obviously had less time to accumulate citations.   

JIF 

is also calculated through a more complex algorithm by ISI.  The ISI

ÂŽ

 impact 

factor system is a commercial product available through Thomson 
Scientific. 

MRC  

The Medical Research Council was founded in 1913 (initially as a Medical 

Research Committee, under the provisions of the National Health Insurance 
Act, 1911).  It promotes research into all areas of medical and related 
science with the aims of improving the health and quality of life of the UK 
public.  It funds research both in Universities and through its own institutes 
and units. 

MSTI 

refers to OECD’s Main Science and Technology Indicators.  These are at a 

summary level compared to 

RDS (BSTS)

 but cover more countries. 

NERC  

The Natural Environment Research Council was established by the 

Science and Technology Act (1965) 

with responsibilities transferred from 

the Nature Conservancy and the National Oceanographic Council.  It now 
promotes and support research, survey, long-term environmental 
monitoring and related postgraduate training in terrestrial, marine and 
freshwater biology and Earth, atmospheric, hydrological, oceanographic 
and polar sciences and Earth observation.  It funds research in Universities 
and in its own institutes. 

NSI 

refers to Thomson ISI ®’s National Science Indicator product.  The NSI5 is the 

standard five year grouping of bibliometric data used in the NSI to provide 
constant time windows for trend analysis, because citations accumulate 
over time and comparisons between years would otherwise be problematic. 

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158 

OECD 

is the Organisation for Economic Cooperation and Development and is a 
major source of data for international R&D statistical R&D statistical 
analyses.  It evolved in 1961 from the former Organisation for European 
Economic Co-operation which was formed to administer American and 
Canadian aid after World War II.  It now has 30 member and 70 associate 
countries.  Its members account for about two-thirds of global goods and 
services. 

Office of Science and Technology 

– see OST 

ONS

 is the Office for National Statistics.  It was created in April 1996 when the 

Central Statistical Office merged with the Office for Population, Censuses 
and Surveys.  It is the government department that provides statistical and 
registration services.  The Director of ONS is the National Statistician who 
is also Registrar General for England & Wales.  ONS is responsible for 
producing economic and social statistics used by Government to create 
evidence-based policies and monitor performance against them.  The Office 
builds and maintains data sources both for itself and for customers. 

OST

 is the UK Government’s Office of Science and Technology.  It was created in 

1992 by the amalgamation of the Cabinet Office’s Science and Technology 
secretariat and the Science Branch of the former Department of Education 
and Science.  The head of OST is the 

Chief Scientific Adviser

.  OST is 

also the home of the 

Director General of Research Councils

  

Output

 is specifically the numbers of journal articles recorded on the databases of 

ISI but is used generically to refer to other outputs from research, including 
patents and highly trained people. 

Output volume 

in research journals world wide was estimated in 2000 to be about 

one million research papers per year in some 20,000 titles. 

PDRAs 

are Post-Doctoral Research Assistants, the non-permanent research 

workers in the transition between PhD training and full independence.  They 
are usually employed on short–term, e.g. 3 year, research grants and 
contacts. 

Performance

 in regard to research is frequently indexed as the impact of outputs.  

In 

Evidence

 reports there are a wider range of performance indicators, and 

the ratio between research input and output as well as impact can be an 
important measure. 

Period

 is used for various time windows: 

•

 

The period for which ISI data on outputs and impact are available, 1981-

2000 

•

 

The period to present from the first Research Selectivity Exercise in 1986.   

•

 

The period between RAEs, e.g. a recent 1996 and current 2001 RAEs. 

PGRs 

are Post-Graduate Research students.

  

Along with journal articles they are 

one of the key outputs from the research base. 

PNPERD

 is the total R&D performed in the private non-profit sector 

PPARC

  The Particle Physics and Astronomy Research Council funds research 

and training in particle physics, astronomy, solar system science and 
particle astrophysics.  It supports international scientific facilities in 
Edinburgh, La Palma and Hawaii. 

PPP

  Purchasing Power Parity states that exchange rates between currencies are 

in equilibrium when their purchasing power is the same in each of the two 
countries.  This means that the exchange rate between two countries 
should equal the ratio of the two countries' price level of a fixed basket of 
goods and services.  The simplest way to calculate PPP between two 
countries is to compare the price of a "standard" good that is identical 
across countries.  Sophisticated versions of PPP look at a large number of 
goods and services. One of the key problems is that people in different 
countries consume very different sets of goods and services, making it 
difficult to compare purchasing power. 

PSA 

refers to the Public Service Agreement system.  This was introduced in 1998 

with the intention of setting out publicly clear objectives and targets showing 
what Government departments aimed to achieve in terms of public service 
improvements. 

PUBERD

 is the sum of GOVERD and HERD, equating to R&D performed in the 

publicly funded sectors 

Purchasing Power Parity

, see PPP.

 

R&D 

is defined by the 

OECD

 as Research and Development. 

R&D 

personnel is defined by 

OECD

/

Frascati

 as all persons directly employed on 

R&D, as well as those providing direct services such as R&D managers, 
administrators and clerical staff. 

Ranking

 refers to the position an institution holds relative to others in the same 

field.  The data may be ranked according to output volume (numbers of 

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159 

papers produced in a given period) or impact (average of citations per 
paper in some given basket of publications). 

RBI ReBased (or relative) Impact

 compares performance to a world average for 

that discipline and year.  At a fine level this relative impact can be assessed 
for specific journals.  Science papers tend to attract more citations than 
social sciences, and there are variations within science.  Older papers 
naturally have more citations than new papers.  Unless these factors are 
taken into account it is not reasonable to compare citation rates.  Reference 
to the appropriate world average allows this comparison. 

RDS 

refers to the OECD’s Research and Development Statistics which replaced 

the former 

BSTS

 in 2004.  They are disaggregated further than 

MSTI

 but 

cover fewer countries.   

Relative citation rate 

– see rebased impact. 

Research Assessment Exercise

  The RAE is the cyclical process of assessing 

UK University research.  RAE grades are used as weighting factors to 
determine the allocation of research resources.  RAEs have taken place in 
1986, 1989, 1992, 1996 and 2001.  The next is in 2008.

 

Research Councils 

are independent Non-Departmental Public Bodies (NDPB), 

established by Royal Charter and accountable to Parliament through the 
DTI’s Office of Science and Technology (

OST

).

 

Researchers

 is an 

OECD

/Frascati definition used to denote professionals 

engaged in the conception or creation of new knowledge, products, 
processes, methods and systems and also in the management of the 
projects concerned 

Royal Society, The

, is the UK’s national academy of science.  It was founded in 

1660, is independent of UK government (although receiving a grant-in-aid 
through the 

Science Budget

) and has some 1300 Fellows and Foreign 

Members.  It is the world’s oldest scientific academy in continuous 
existence. 

Science Budget 

is the money allocated to the 

Research Councils

, which funds 

their own institutes and HEIs, usually in the form of peer-reviewed grants for 
specific research projects as part of the dual support system and through 
research studentships.  There are also directed programmes, initiatives and 
centres 

Science Citation Index 

is a main ISI database of scientific journal publications 

and their citations and can be searched electronically. 

SEB

 is the national Science and Engineering Base (the acronym also refers to the 

Society for Experimental Biology).

 

SET

 refers to Science, Engineering and Technology. 

Share

 is the fraction or percentage of e.g., outputs published by the peak 

compared to the UK total.  It is also used for other research activity 
measures. 

Sources 

are the publications (papers, articles) in journals tracked by the ISI 

database.  In this report, sources are presented at the UoA level where 
possible.  For example, when reporting on UoA 3 (Hospital-Based Clinical) 
all relevant sources for the institution are reported. 

SUoAs

 (Super-UoAs) are disciplinary groupings of cognate UoAs with similar 

publication profiles. 

Super-UoAs

 see SUoAs. 

Thomson Scientific 

is the current name of the former 

ISI

Thomson Corporation

 is a leading international business with annual revenues of 

approximately US$6billion and employing about 35,000 people worldwide.  
The Corporation's common shares are listed on the Toronto (TSE: TOC) 
and London stock exchanges.  

Evidence

 has a strategic alliance with 

Thomson ScientificÂŽ. 

UoAs 

are Units of Assessment, the disciplinary units used as subject categories 

for research assessment.  In 1992 there were 72 UoAs, but in the 1996 and 
2001 RAEs a system of 69 UoAs was used, not all of which were active on 
both occasions. 

UK average impact 

is the average number of citations per paper attributable to an 

UK address for publications in that field.  For UK HEIs the average impact is 
the average of the total HEI dataset and not the average of the individual 
HEIs. 

Workforce

 (labour force) is an OECD term used to denote the total number of 

persons available for work, whether in employment or not