IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v130y2025i6d10.1007_s11192-025-05308-z.html
   My bibliography  Save this article

Measuring a moving target: innovation studies in practice

Author

Listed:
  • Andrea Scharnhorst

    (Koninklijke Nederlandse Akademie Van Wetenschappen)

Abstract

This paper pays a tribute to Loet Leydesdorff’s work in a specific way. More than 20 years ago Loet Leydesdorff and myself designed a programme for future innovation studies “Measuring the knowledge base—a programme of innovation studies”. Although, the funding programme we envisioned eventually did not materialise, the proposal text set out the main lines of our research collaboration over the coming decades. This paper revisits main statements of this programme and discusses their remaining validity in the light of more recent research. Core to the Leydesdorff/Scharnhorst text was a system-theoretical, evolutionary perspective on science dynamics, newly emerging structures and phenomena and addressed the question to which extent they could be meaningful studied using quantitative approaches. This paper looks into three ‘cases’ – all examples of newly emerging institutional structures and related practices in science. They are all located at the interface between research and research infrastructures. While discussing how the programmatic ideas written up at the beginning of the 2000s still informs measurement attempts in those three cases, the paper also touches upon questions of epistemological foundations of quantitative studies in general. The main conclusion is that combining measurement experiments with philosophical reflection remains important.

Suggested Citation

  • Andrea Scharnhorst, 2025. "Measuring a moving target: innovation studies in practice," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(6), pages 3155-3181, June.
  • Handle: RePEc:spr:scient:v:130:y:2025:i:6:d:10.1007_s11192-025-05308-z
    DOI: 10.1007/s11192-025-05308-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-025-05308-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11192-025-05308-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Loet Leydesdorff & Ping Zhou, 2007. "Nanotechnology as a field of science: Its delineation in terms of journals and patents," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(3), pages 693-713, March.
    2. Loet Leydesdorff & Floortje Alkemade & Gaston Heimeriks & Rinke Hoekstra, 2015. "Patents as instruments for exploring innovation dynamics: geographic and technological perspectives on “photovoltaic cells”," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 629-651, January.
    3. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    4. Christine L. Borgman & Andrea Scharnhorst & Milena S. Golshan, 2019. "Digital data archives as knowledge infrastructures: Mediating data sharing and reuse," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 70(8), pages 888-904, August.
    5. Peter Van Den Besselaar, 2001. "The cognitive and the social structure of STS," Scientometrics, Springer;Akadémiai Kiadó, vol. 51(2), pages 441-460, June.
    6. Diana Hicks & Paul Wouters & Ludo Waltman & Sarah de Rijcke & Ismael Rafols, 2015. "Bibliometrics: The Leiden Manifesto for research metrics," Nature, Nature, vol. 520(7548), pages 429-431, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bar-Ilan, Judit, 2008. "Informetrics at the beginning of the 21st century—A review," Journal of Informetrics, Elsevier, vol. 2(1), pages 1-52.
    2. Shu-Hao Chang, 2018. "A pilot study on the connection between scientific fields and patent classification systems," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(3), pages 951-970, March.
    3. Laura Schultz, 2011. "Nanotechnology’s triple helix: a case study of the University at Albany’s College of Nanoscale Science and Engineering," The Journal of Technology Transfer, Springer, vol. 36(5), pages 546-564, October.
    4. Cinzia Daraio, 2017. "A framework for the Assessment of Research and its impacts," DIAG Technical Reports 2017-04, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
    5. Ján Huòady & Peter Pisár, 2021. "Innovation and invention in the EU business sector: the role of the R&D expenditures," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 19(2), pages 168-188.
    6. Frank J. Rijnsoever & Laurens K. Hessels, 2021. "How academic researchers select collaborative research projects: a choice experiment," The Journal of Technology Transfer, Springer, vol. 46(6), pages 1917-1948, December.
    7. Yoon, Junghyun & Lee, Hee Yong & Dinwoodie, John, 2015. "Competitiveness of container terminal operating companies in South Korea and the industry–university–government network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 1-14.
    8. Bryce, Cormac & Dowling, Michael & Lucey, Brian, 2020. "The journal quality perception gap," Research Policy, Elsevier, vol. 49(5).
    9. Marius Băban & Călin Florin Băban & Tudor Mitran, 2023. "Universities as an External Knowledge Source for Industry: Investigating the Antecedents’ Impact on the Importance Perception of Their Collaboration in Open Innovation Using an Ordinal Regression-Neur," Mathematics, MDPI, vol. 11(7), pages 1-23, March.
    10. Domingo Docampo & Lawrence Cram, 2019. "Highly cited researchers: a moving target," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 1011-1025, March.
    11. Edurne Magro Montero & Mari Jose Aranguren & Mikel Navarro, 2011. "Smart Specialisation Strategies: The Case of the Basque Country," Working Papers 2011R07, Orkestra - Basque Institute of Competitiveness.
    12. Agnieszka Kuś & Dorota Grego-Planer, 2021. "A Model of Innovation Activity in Small Enterprises in the Context of Selected Financial Factors: The Example of the Renewable Energy Sector," Energies, MDPI, vol. 14(10), pages 1-17, May.
    13. repec:plo:pone00:0235265 is not listed on IDEAS
    14. Reis, Anabela & Heitor, Manuel & Amaral, Miguel & Mendonça, Joana, 2016. "Revisiting industrial policy: Lessons learned from the establishment of an automotive OEM in Portugal," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 195-205.
    15. Roberto Iorio & Sandrine Labory & Francesco Rentocchini, 2014. "Academics’ Motivations and Depth and Breadth of Knowledge Transfer Activities," Working Papers 1401, c.MET-05 - Centro Interuniversitario di Economia Applicata alle Politiche per L'industria, lo Sviluppo locale e l'Internazionalizzazione.
    16. Su, Hsin-Ning & Moaniba, Igam M., 2017. "Investigating the dynamics of interdisciplinary evolution in technology developments," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 12-23.
    17. Filippova, Irina & Unknown, Unknown, 2013. "Кластерные Стратегии И Кластерные Инициативы: Перспективы И Факторы Эффективной Кластеризации [Cluster strategy and cluster initiatives: prospects and factors of effective clustering]," MPRA Paper 49949, University Library of Munich, Germany.
    18. Petersen, Alexander M. & Rotolo, Daniele & Leydesdorff, Loet, 2016. "A triple helix model of medical innovation: Supply, demand, and technological capabilities in terms of Medical Subject Headings," Research Policy, Elsevier, vol. 45(3), pages 666-681.
    19. Yang Haodong & Liu Jialin & Wang Gaofeng, 2025. "Knowledge Innovation Effect of University Computing Power in China: Evidence from the top500 Supercomputers," Research in Higher Education, Springer;Association for Institutional Research, vol. 66(1), pages 1-30, February.
    20. Battaglia, Daniele & Landoni, Paolo & Rizzitelli, Francesco, 2017. "Organizational structures for external growth of University Technology Transfer Offices: An explorative analysis," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 45-56.
    21. Loet Leydesdorff & Dieter Franz Kogler & Bowen Yan, 2017. "Mapping patent classifications: portfolio and statistical analysis, and the comparison of strengths and weaknesses," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(3), pages 1573-1591, September.

    More about this item

    Keywords

    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:scient:v:130:y:2025:i:6:d:10.1007_s11192-025-05308-z. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.