IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0269004.html
   My bibliography  Save this article

A value creation model from science-society interconnections: Archetypal analysis combining publications, survey and altmetric data

Author

Listed:
  • Irene Ramos-Vielba
  • Nicolas Robinson-Garcia
  • Richard Woolley

Abstract

The interplay between science and society takes place through a wide range of intertwined relationships and mutual influences that shape each other and facilitate continuous knowledge flows. Stylised consequentialist perspectives on valuable knowledge moving from public science to society in linear and recursive pathways, whilst informative, cannot fully capture the broad spectrum of value creation possibilities. As an alternative we experiment with an approach that gathers together diverse science-society interconnections and reciprocal research-related knowledge processes that can generate valorisation. Our approach to value creation attempts to incorporate multiple facets, directions and dynamics in which constellations of scientific and societal actors generate value from research. The paper develops a conceptual model based on a set of nine value components derived from four key research-related knowledge processes: production, translation, communication, and utilization. The paper conducts an exploratory empirical study to investigate whether a set of archetypes can be discerned among these components that structure science-society interconnections. We explore how such archetypes vary between major scientific fields. Each archetype is overlaid on a research topic map, with our results showing the distinctive topic areas that correspond to different archetypes. The paper finishes by discussing the significance and limitations of our results and the potential of both our model and our empirical approach for further research.

Suggested Citation

  • Irene Ramos-Vielba & Nicolas Robinson-Garcia & Richard Woolley, 2022. "A value creation model from science-society interconnections: Archetypal analysis combining publications, survey and altmetric data," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-23, June.
  • Handle: RePEc:plo:pone00:0269004
    DOI: 10.1371/journal.pone.0269004
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0269004
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0269004&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0269004?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
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Etzkowitz, Henry & Webster, Andrew & Gebhardt, Christiane & Terra, Branca Regina Cantisano, 2000. "The future of the university and the university of the future: evolution of ivory tower to entrepreneurial paradigm," Research Policy, Elsevier, vol. 29(2), pages 313-330, February.
    3. Perkmann, Markus & King, Zella & Pavelin, Stephen, 2011. "Engaging excellence? Effects of faculty quality on university engagement with industry," Research Policy, Elsevier, vol. 40(4), pages 539-552, May.
    4. Bengt-Åke Lundvall, 2007. "National Innovation Systems—Analytical Concept and Development Tool," Industry and Innovation, Taylor & Francis Journals, vol. 14(1), pages 95-119.
    5. Richard Owen & Phil Macnaghten & Jack Stilgoe, 2012. "Responsible research and innovation: From science in society to science for society, with society," Science and Public Policy, Oxford University Press, vol. 39(6), pages 751-760, December.
    6. Jordi Molas-Gallart & Puay Tang, 2011. "Tracing ‘productive interactions’ to identify social impacts: an example from the social sciences," Research Evaluation, Oxford University Press, vol. 20(3), pages 219-226, September.
    7. Jorrit P Smit & Laurens K Hessels, 2021. "The production of scientific and societal value in research evaluation: a review of societal impact assessment methods [Systems Thinking, Knowledge and Action: Towards Better Models and Methods]," Research Evaluation, Oxford University Press, vol. 30(3), pages 323-335.
    8. Stefan de Jong & Katharine Barker & Deborah Cox & Thordis Sveinsdottir & Peter Van den Besselaar, 2014. "Understanding societal impact through productive interactions: ICT research as a case," Research Evaluation, Oxford University Press, vol. 23(2), pages 89-102.
    9. Ismael Rafols & Alan L. Porter & Loet Leydesdorff, 2010. "Science overlay maps: A new tool for research policy and library management," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(9), pages 1871-1887, September.
    10. Thed N. Van Leeuwen & Henk F. Moed & Robert J. W. Tijssen & Martijn S. Visser & Anthony F. J. Van Raan, 2001. "Language biases in the coverage of the Science Citation Index and its consequencesfor international comparisons of national research performance," Scientometrics, Springer;Akadémiai Kiadó, vol. 51(1), pages 335-346, April.
    11. Cassidy R. Sugimoto & Sam Work & Vincent Larivière & Stefanie Haustein, 2017. "Scholarly use of social media and altmetrics: A review of the literature," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(9), pages 2037-2062, September.
    12. Matt, M. & Gaunand, A. & Joly, P-B. & Colinet, L., 2017. "Opening the black box of impact – Ideal-type impact pathways in a public agricultural research organization," Research Policy, Elsevier, vol. 46(1), pages 207-218.
    13. Kate Williams, 2020. "Playing the fields: Theorizing research impact and its assessment," Research Evaluation, Oxford University Press, vol. 29(2), pages 191-202.
    14. Pablo D’Este & Irene Ramos-Vielba & Richard Woolley & Nabil Amara, 2018. "How do researchers generate scientific and societal impacts? Toward an analytical and operational framework," Science and Public Policy, Oxford University Press, vol. 45(6), pages 752-763.
    15. repec:plo:pone00:0197326 is not listed on IDEAS
    16. Rodrigo Costas & Sarah de Rijcke & Noortje Marres, 2021. "“Heterogeneous couplings”: Operationalizing network perspectives to study science‐society interactions through social media metrics," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(5), pages 595-610, May.
    17. Jack Spaapen & Leonie van Drooge, 2011. "Introducing ‘productive interactions’ in social impact assessment," Research Evaluation, Oxford University Press, vol. 20(3), pages 211-218, September.
    18. Ajay Agrawal & Rebecca Henderson, 2002. "Putting Patents in Context: Exploring Knowledge Transfer from MIT," Management Science, INFORMS, vol. 48(1), pages 44-60, January.
    19. Bozeman, Barry, 2000. "Technology transfer and public policy: a review of research and theory," Research Policy, Elsevier, vol. 29(4-5), pages 627-655, April.
    20. Dornbusch, Friedrich & Neuhäusler, Peter, 2015. "Composition of inventor teams and technological progress – The role of collaboration between academia and industry," Research Policy, Elsevier, vol. 44(7), pages 1360-1375.
    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. Kroll, Henning & Hansmeier, Hendrik & Hufnagl, Miriam, 2022. "Productive interactions in basic research an enquiry into impact pathways at the DESY synchrotron," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    2. José Bestier Padilla Bejarano & Jhon Wilder Zartha Sossa & Carlos Ocampo-López & Margarita Ramírez-Carmona, 2023. "University Technology Transfer from a Knowledge-Flow Approach—Systematic Literature Review," Sustainability, MDPI, vol. 15(8), pages 1-21, April.
    3. Andrea Bonaccorsi & Filippo Chiarello & Gualtiero Fantoni, 2021. "Impact for whom? Mapping the users of public research with lexicon-based text mining," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1745-1774, February.
    4. Compagnucci, Lorenzo & Spigarelli, Francesca, 2020. "The Third Mission of the university: A systematic literature review on potentials and constraints," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    5. de Jong, Stefan P.L. & Wardenaar, Tjerk & Horlings, Edwin, 2016. "Exploring the promises of transdisciplinary research: A quantitative study of two climate research programmes," Research Policy, Elsevier, vol. 45(7), pages 1397-1409.
    6. Rosa Kuipers-Dirven & Matthijs Janssen & Jarno Hoekman, 2023. "Assessing university policies for enhancing societal impact of academic research: A multicriteria mapping approach," Research Evaluation, Oxford University Press, vol. 32(2), pages 371-383.
    7. Sabrina L. Woltmann & Lars Alkærsig, 2018. "Tracing university–industry knowledge transfer through a text mining approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(1), pages 449-472, October.
    8. Christian Fisch & Tobias Hassel & Philipp Sandner & Joern Block, 2015. "University patenting: a comparison of 300 leading universities worldwide," The Journal of Technology Transfer, Springer, vol. 40(2), pages 318-345, April.
    9. Perkmann, Markus & Tartari, Valentina & McKelvey, Maureen & Autio, Erkko & Broström, Anders & D’Este, Pablo & Fini, Riccardo & Geuna, Aldo & Grimaldi, Rosa & Hughes, Alan & Krabel, Stefan & Kitson, Mi, 2013. "Academic engagement and commercialisation: A review of the literature on university–industry relations," Research Policy, Elsevier, vol. 42(2), pages 423-442.
    10. A. Bellucci & L. Pennacchio, 2016. "University knowledge and firm innovation: evidence from European countries," The Journal of Technology Transfer, Springer, vol. 41(4), pages 730-752, August.
    11. Altaf, Aqsa & Hassan, Ibn e & Batool, Sana, 2019. "The role of ORIC in the evolution of the triple helix culture of innovation: The case of Pakistan," Technology in Society, Elsevier, vol. 56(C), pages 157-166.
    12. Katalin Erdős & Attila Varga, 2012. "The Academic Entrepreneur: Myth or Reality for Increased Regional growth in Europe?," Chapters, in: Marina van Geenhuizen & Peter Nijkamp (ed.), Creative Knowledge Cities, chapter 7, Edward Elgar Publishing.
    13. Margit Kirs & Veiko Lember & Erkki Karo, 2021. "Technology transfer in economic periphery: Emerging patterns and policy challenges," Review of Policy Research, Policy Studies Organization, vol. 38(6), pages 677-706, November.
    14. R. Sandra Schillo & Jeffrey S. Kinder, 2017. "Delivering on societal impacts through open innovation: a framework for government laboratories," The Journal of Technology Transfer, Springer, vol. 42(4), pages 977-996, August.
    15. Yutao Sun & Chen Zhang & Robert A. W. Kok, 2020. "The role of research outcome quality in the relationship between university research collaboration and technology transfer: empirical results from China," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(2), pages 1003-1026, February.
    16. Yuandi Wang & Die Hu & Weiping Li & Yiwei Li & Qiang Li, 2015. "Collaboration strategies and effects on university research: evidence from Chinese universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(2), pages 725-749, May.
    17. Ben Zhang & Xiaohong Wang, 2017. "Empirical study on influence of university-industry collaboration on research performance and moderating effect of social capital: evidence from engineering academics in China," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(1), pages 257-277, October.
    18. Alejandro Bengoa & Amaia Maseda & Txomin Iturralde & Gloria Aparicio, 2021. "A bibliometric review of the technology transfer literature," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1514-1550, October.
    19. Junghee Han & Almas Heshmati, 2016. "Determinants Of Financial Rewards From Industry–University Collaboration In South Korea," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(07), pages 1-26, October.
    20. Huegel, Matthias, 2024. "University scientists’ multiple goals achievement: Social capital and its impact on research performance and research commercialization," Technovation, Elsevier, vol. 135(C).

    More about this item

    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:plo:pone00:0269004. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.