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How accurately does output reflect the nature 
and design of transdisciplinary research 
programmes? 
STI 2014, Leiden 
Elizabeth Koier & Edwin Horlings
2 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Introduction 
• Governments want to stimulate research on grand 
societal challenges 
• Solutions to societal challenges affect the interests of 
non-academic stakeholders 
• A new approach arises: transdisciplinary research 
• Researchers work together with stakeholders 
• Not only scientific goals, also societal output
3 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Evaluation of transdisciplinary research 
• A new, multi-method approach is required 
• The goal is to assess the extent to which integration of 
knowledge of stakeholders and researchers was 
achieved 
• Scientometric methods are frequently used in evaluation 
practises 
Do scientometric methods accuratly reflect the nature 
and design of transdisciplinary programmes?
4 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Two large climate programmes with 
transdisciplinary goals 
• Climate changes Spatial Planning (2004-2011; €80m) 
• Knowledge for Climate (2008-2014; €92m)
5 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Goals of this study 
Two large climate programmes with transdisciplinary 
goals: 
1. Does scientific output accurately reflect the activities, 
nature and design of the programmes? 
2. Do the programme and publication data accurately 
reflect the contribution of programme members to the 
performed research? 
3. Are there alternative reproducible metrics that provide 
a more accurate picture of the output of 
transdisciplinary science?
6 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Data 
• Data on the participants and projects 
• Data on output of projects 
• articles 
• other (often non-scientific) output 
• Downloadstatistics of scientific and non-scientific output 
from the programme website 
• Authors of scientific output and project participants were 
linked 
• Scientific publications were linked with publication data 
from the Web of Science
7 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
WoS coverage of scientific articles 
0 10 20 30 40 50 60 70 80 90 
Not found in WoS 
Found in WoS 
For other reasons not present 
International 
International locally oriented 
published in a Dutch language journal
8 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
WoS coverage of scientific articles 
0 10 20 30 40 50 60 70 80 90 
Not found in WoS 
Found in WoS 
For other reasons not present 
International 
International locally oriented 
published in a Dutch language journal 
Adds up to 34% of this 
group 
Adds up to 5% of this 
group
9 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Retrieving output by means of WoS funder 
information 
Number of publications Percentage of the total number 
of publications 
Total publications 221 100% 
Acknowledgement was correctly retrieved 142 64% 
–the programmes’ funders were correctly identified 57 26% 
–the programmes’ funders were not correctly identified 26 12% 
–funders do not include one of the programmes 59 27% 
Acknowledgement was mistakenly not retrieved 54 24% 
–funders include one of the programmes 34 15% 
–funders do not include one of the programmes 20 9% 
There is an acknowledgement but it does not contain funder information 7 3% 
There is no acknowledgement 18 8% 
51% of the articles containing funding information on the programmes 
cannot be found using the list of funders in the WoS
10 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Co-authorship analyses as an indicator for 
the involvement of non-academics 
Organization type Total number of 
projects 
Projects not 
recognizable from 
author affiliations 
Percentage not 
recognizable from 
author affiliations 
Universities 23 4 17% 
Public research 
26 8 31% 
organizations 
Governments 3 2 66% 
Firms 7 6 86% 
NGOs 3 3 100%
11 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Alternative forms of output 
• Measuring impact of non-academic output or the impact 
of academic output outside of academia is problematic 
• Items are incomparable 
• The database is based on self-reporting 
• Possible solution: 
• Citations may be substituted by download statistics
12 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Measuring the impact of alternative output 
via the programme’s download statistics 
Methodological issues: 
• Non-scientific output is not protected from alternative 
publication (multiple download sources) 
• Scientific output is dependent on the restrictions of the 
publisher 
• IP-addresses were not recognized so one person may have 
been responsible for multiple downloads 
• Not all output was registered (links to a website made by a 
project were not counted) 
There was no correlation whatsoever between scientific downloads 
and citation patterns 
Download statistics are in this setup not a reliable 
indicator for the impact of alternative output
13 | How accurately does output reflect the nature and design of transdisciplinary research programmes? 
Conclusions 
A scientometric study of the output does not (yet) give an 
accurate insight in the nature and design of 
transdisciplinary research programmes 
1. Locally and practically oriented research is underrepresented in the WoS 
2. By means of the WoS funder information only 51% of the programme 
output could be found 
3. Co-author analyses show only a small proportion of the stakeholder 
involvement in research 
4. Measuring impact of non-scientific output or the impact of scientific output 
outside of academia is not (yet) possible via download statistics 
If we want to take into account the non-scientific output in 
evaluation, we need a common understanding of the value 
or impact of the various sorts of output.

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09 cmmn2 sti2014_v02

  • 1. How accurately does output reflect the nature and design of transdisciplinary research programmes? STI 2014, Leiden Elizabeth Koier & Edwin Horlings
  • 2. 2 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Introduction • Governments want to stimulate research on grand societal challenges • Solutions to societal challenges affect the interests of non-academic stakeholders • A new approach arises: transdisciplinary research • Researchers work together with stakeholders • Not only scientific goals, also societal output
  • 3. 3 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Evaluation of transdisciplinary research • A new, multi-method approach is required • The goal is to assess the extent to which integration of knowledge of stakeholders and researchers was achieved • Scientometric methods are frequently used in evaluation practises Do scientometric methods accuratly reflect the nature and design of transdisciplinary programmes?
  • 4. 4 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Two large climate programmes with transdisciplinary goals • Climate changes Spatial Planning (2004-2011; €80m) • Knowledge for Climate (2008-2014; €92m)
  • 5. 5 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Goals of this study Two large climate programmes with transdisciplinary goals: 1. Does scientific output accurately reflect the activities, nature and design of the programmes? 2. Do the programme and publication data accurately reflect the contribution of programme members to the performed research? 3. Are there alternative reproducible metrics that provide a more accurate picture of the output of transdisciplinary science?
  • 6. 6 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Data • Data on the participants and projects • Data on output of projects • articles • other (often non-scientific) output • Downloadstatistics of scientific and non-scientific output from the programme website • Authors of scientific output and project participants were linked • Scientific publications were linked with publication data from the Web of Science
  • 7. 7 | How accurately does output reflect the nature and design of transdisciplinary research programmes? WoS coverage of scientific articles 0 10 20 30 40 50 60 70 80 90 Not found in WoS Found in WoS For other reasons not present International International locally oriented published in a Dutch language journal
  • 8. 8 | How accurately does output reflect the nature and design of transdisciplinary research programmes? WoS coverage of scientific articles 0 10 20 30 40 50 60 70 80 90 Not found in WoS Found in WoS For other reasons not present International International locally oriented published in a Dutch language journal Adds up to 34% of this group Adds up to 5% of this group
  • 9. 9 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Retrieving output by means of WoS funder information Number of publications Percentage of the total number of publications Total publications 221 100% Acknowledgement was correctly retrieved 142 64% –the programmes’ funders were correctly identified 57 26% –the programmes’ funders were not correctly identified 26 12% –funders do not include one of the programmes 59 27% Acknowledgement was mistakenly not retrieved 54 24% –funders include one of the programmes 34 15% –funders do not include one of the programmes 20 9% There is an acknowledgement but it does not contain funder information 7 3% There is no acknowledgement 18 8% 51% of the articles containing funding information on the programmes cannot be found using the list of funders in the WoS
  • 10. 10 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Co-authorship analyses as an indicator for the involvement of non-academics Organization type Total number of projects Projects not recognizable from author affiliations Percentage not recognizable from author affiliations Universities 23 4 17% Public research 26 8 31% organizations Governments 3 2 66% Firms 7 6 86% NGOs 3 3 100%
  • 11. 11 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Alternative forms of output • Measuring impact of non-academic output or the impact of academic output outside of academia is problematic • Items are incomparable • The database is based on self-reporting • Possible solution: • Citations may be substituted by download statistics
  • 12. 12 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Measuring the impact of alternative output via the programme’s download statistics Methodological issues: • Non-scientific output is not protected from alternative publication (multiple download sources) • Scientific output is dependent on the restrictions of the publisher • IP-addresses were not recognized so one person may have been responsible for multiple downloads • Not all output was registered (links to a website made by a project were not counted) There was no correlation whatsoever between scientific downloads and citation patterns Download statistics are in this setup not a reliable indicator for the impact of alternative output
  • 13. 13 | How accurately does output reflect the nature and design of transdisciplinary research programmes? Conclusions A scientometric study of the output does not (yet) give an accurate insight in the nature and design of transdisciplinary research programmes 1. Locally and practically oriented research is underrepresented in the WoS 2. By means of the WoS funder information only 51% of the programme output could be found 3. Co-author analyses show only a small proportion of the stakeholder involvement in research 4. Measuring impact of non-scientific output or the impact of scientific output outside of academia is not (yet) possible via download statistics If we want to take into account the non-scientific output in evaluation, we need a common understanding of the value or impact of the various sorts of output.