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Fragmentation of national research systems: the case of the Netherlands

Author

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  • Janpieter Pol

    (Universiteit Utrecht Copernicus Institute of Sustainable Development)

  • Koen Frenken

    (Universiteit Utrecht Copernicus Institute of Sustainable Development)

Abstract

We present a statistical framework based on the gravity model to analyze inter-organizational research collaboration to assess the fragmentation of a national research system. We focus on the Dutch research system during the period 2010–2022 characterized by multiple policy changes to reduce the fragmentation and to align agendas among the key organizations: classic universities, technical universities, university medical centers, universities of applied sciences, and public research organizations. Using the gravity equation, we explain the intensity of collaboration between any two organizations while controlling for their respective sizes and travel distance. By looking at the standardized residuals of the regression analysis over time, we assess whether organizations tend to collaborate more or less than what can be expected from their respective sizes and travel distance. Our main finding holds that a process of defragmentation of the Dutch research system is somewhat visible, especially in closer collaborations between the universities of applied sciences (UAS) with other organizations. At the same time, technical and classic universities have become more detached from each other. And, public research organizations have not become much more integrated within the research system, despite calls to do so. These findings suggest that the process of integration is a variegated and slow one, exposing the limited ability of national governments to steer research systems in top-down manners.

Suggested Citation

  • Janpieter Pol & Koen Frenken, 2025. "Fragmentation of national research systems: the case of the Netherlands," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(6), pages 3213-3227, June.
  • Handle: RePEc:spr:scient:v:130:y:2025:i:6:d:10.1007_s11192-025-05310-5
    DOI: 10.1007/s11192-025-05310-5
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    References listed on IDEAS

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    1. Hoekman, Jarno & Frenken, Koen & Tijssen, Robert J.W., 2010. "Research collaboration at a distance: Changing spatial patterns of scientific collaboration within Europe," Research Policy, Elsevier, vol. 39(5), pages 662-673, June.
    2. Roderik Ponds & Frank Van Oort & Koen Frenken, 2007. "The geographical and institutional proximity of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 423-443, August.
    3. Lutz Bornmann & Loet Leydesdorff, 2011. "Which cities produce more excellent papers than can be expected? A new mapping approach, using Google Maps, based on statistical significance testing," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(10), pages 1954-1962, October.
    4. Edler, Jakob & Blind, Knut & Kroll, Henning & Schubert, Torben, 2023. "Technology sovereignty as an emerging frame for innovation policy. Defining rationales, ends and means," Research Policy, Elsevier, vol. 52(6).
    5. Park, Han Woo & Leydesdorff, Loet, 2010. "Longitudinal trends in networks of university-industry-government relations in South Korea: The role of programmatic incentives," Research Policy, Elsevier, vol. 39(5), pages 640-649, June.
    6. Alfredo Yegros-Yegros & Giovanna Capponi & Koen Frenken, 2021. "A spatial-institutional analysis of researchers with multiple affiliations," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-17, June.
    7. Han Woo Park & Jungwon Yoon & Loet Leydesdorff, 2016. "The normalization of co-authorship networks in the bibliometric evaluation: the government stimulation programs of China and Korea," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(2), pages 1017-1036, November.
    8. Philip Cooke & Loet Leydesdorff, 2006. "Regional Development in the Knowledge-Based Economy: The Construction of Advantage," The Journal of Technology Transfer, Springer, vol. 31(1), pages 5-15, January.
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