IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v205y2024ics0040162524002695.html
   My bibliography  Save this article

Proximity and impact of university-industry collaborations. A topic detection analysis of impact reports

Author

Listed:
  • Rossi, Federica
  • De Silva, Muthu
  • Pavone, Pasquale
  • Rosli, Ainurul
  • Yip, Nick K.T.

Abstract

The probability to initiate university-industry collaborations (UICs), their intensity and quality, are influenced by the proximity between the collaboration partners. However, little is known about the relationship between collaborators' proximity and impact of UICs. Building on an original database of 415 UICs in the United Kingdom, we analyse the association between collaborators' proximity and the extent to which UICs generate economic, social and knowledge impact. We find that geographical and institutional proximity are substitutes in relation to economic impact, cognitive and institutional proximity are substitutes in relation to knowledge impact, and social impact is associated with cognitive and institutional distance.

Suggested Citation

  • Rossi, Federica & De Silva, Muthu & Pavone, Pasquale & Rosli, Ainurul & Yip, Nick K.T., 2024. "Proximity and impact of university-industry collaborations. A topic detection analysis of impact reports," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    • Handle: RePEc:eee:tefoso:v:205:y:2024:i:c:s0040162524002695
    DOI: 10.1016/j.techfore.2024.123473
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162524002695
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2024.123473?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 search for a different version of it.

    References listed on IDEAS

    as
    1. De Silva, Muthu & Howells, Jeremy & Meyer, Martin, 2018. "Innovation intermediaries and collaboration: Knowledge–based practices and internal value creation," Research Policy, Elsevier, vol. 47(1), pages 70-87.
    2. Herstad, Sverre J. & Aslesen, Heidi Wiig & Ebersberger, Bernd, 2014. "On industrial knowledge bases, commercial opportunities and global innovation network linkages," Research Policy, Elsevier, vol. 43(3), pages 495-504.
    3. Salter, Ammon J. & Martin, Ben R., 2001. "The economic benefits of publicly funded basic research: a critical review," Research Policy, Elsevier, vol. 30(3), pages 509-532, March.
    4. Taheri, Mozhdeh & van Geenhuizen, Marina, 2016. "Teams' boundary-spanning capacity at university: Performance of technology projects in commercialization," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 31-43.
    5. Siemieniako, Dariusz & Kubacki, Krzysztof & Mitręga, Maciej, 2021. "Inter-organisational relationships for social impact: A systematic literature review," Journal of Business Research, Elsevier, vol. 132(C), pages 453-469.
    6. Riccardo Crescenzi & Andrea Filippetti & Simona Iammarino, 2017. "Academic inventors: collaboration and proximity with industry," The Journal of Technology Transfer, Springer, vol. 42(4), pages 730-762, August.
    7. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    8. Bruneel, Johan & D'Este, Pablo & Salter, Ammon, 2010. "Investigating the factors that diminish the barriers to university-industry collaboration," Research Policy, Elsevier, vol. 39(7), pages 858-868, September.
    9. Hessels, Laurens K. & van Lente, Harro, 2008. "Re-thinking new knowledge production: A literature review and a research agenda," Research Policy, Elsevier, vol. 37(4), pages 740-760, May.
    10. Pablo D'Este & Simona Iammarino, 2010. "The spatial profile of university‐business research partnerships," Papers in Regional Science, Wiley Blackwell, vol. 89(2), pages 335-350, June.
    11. Roderik Ponds & Frank van Oort & Koen Frenken, 2010. "Innovation, spillovers and university--industry collaboration: an extended knowledge production function approach," Journal of Economic Geography, Oxford University Press, vol. 10(2), pages 231-255, March.
    12. Simon Rodan & Charles Galunic, 2004. "More than network structure: how knowledge heterogeneity influences managerial performance and innovativeness," Strategic Management Journal, Wiley Blackwell, vol. 25(6), pages 541-562, June.
    13. Mila Davids & Koen Frenken, 2018. "Proximity, knowledge base and the innovation process: towards an integrated framework," Regional Studies, Taylor & Francis Journals, vol. 52(1), pages 23-34, January.
    14. Lutz Bornmann, 2013. "What is societal impact of research and how can it be assessed? a literature survey," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 64(2), pages 217-233, February.
    15. 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.
    16. Philipp Marek & Mirko Titze & Clemens Fuhrmeister & Ulrich Blum, 2017. "R&D collaborations and the role of proximity," Regional Studies, Taylor & Francis Journals, vol. 51(12), pages 1761-1773, December.
    17. Giuliani, Elisa & Bell, Martin, 2005. "The micro-determinants of meso-level learning and innovation: evidence from a Chilean wine cluster," Research Policy, Elsevier, vol. 34(1), pages 47-68, February.
    18. Rau, Henrike & Goggins, Gary & Fahy, Frances, 2018. "From invisibility to impact: Recognising the scientific and societal relevance of interdisciplinary sustainability research," Research Policy, Elsevier, vol. 47(1), pages 266-276.
    19. Hung, Shiu-Wan & Cheng, Min-Jhih & Hou, Chen-En & Chen, Nai-Rong, 2021. "Inclusion in global virtual teams: Exploring non-spatial proximity and knowledge sharing on innovation," Journal of Business Research, Elsevier, vol. 128(C), pages 599-610.
    20. Asheim, Bjorn T. & Coenen, Lars, 2005. "Knowledge bases and regional innovation systems: Comparing Nordic clusters," Research Policy, Elsevier, vol. 34(8), pages 1173-1190, October.
    21. Nola Hewitt-Dundas, 2013. "The role of proximity in university-business cooperation for innovation," The Journal of Technology Transfer, Springer, vol. 38(2), pages 93-115, April.
    22. Cowan, Robin & David, Paul A & Foray, Dominique, 2000. "The Explicit Economics of Knowledge Codification and Tacitness," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(2), pages 211-253, June.
    23. Bekkers, Rudi & Bodas Freitas, Isabel Maria, 2008. "Analysing knowledge transfer channels between universities and industry: To what degree do sectors also matter?," Research Policy, Elsevier, vol. 37(10), pages 1837-1853, December.
    24. Nooteboom, Bart & Van Haverbeke, Wim & Duysters, Geert & Gilsing, Victor & van den Oord, Ad, 2007. "Optimal cognitive distance and absorptive capacity," Research Policy, Elsevier, vol. 36(7), pages 1016-1034, September.
    25. Claudio Fassio & Aldo Geuna & Federica Rossi, 2019. "Which governance of university–industry interactions increases the value of industrial inventions?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(5), pages 1227-1256.
    26. Giuliani, Elisa & Arza, Valeria, 2009. "What drives the formation of 'valuable' university-industry linkages?: Insights from the wine industry," Research Policy, Elsevier, vol. 38(6), pages 906-921, July.
    27. Jerker Moodysson & Lars Coenen & Bjørn Asheim, 2008. "Explaining Spatial Patterns of Innovation: Analytical and Synthetic Modes of Knowledge Creation in the Medicon Valley Life-Science Cluster," Environment and Planning A, , vol. 40(5), pages 1040-1056, May.
    28. Hong, Wei & Su, Yu-Sung, 2013. "The effect of institutional proximity in non-local university–industry collaborations: An analysis based on Chinese patent data," Research Policy, Elsevier, vol. 42(2), pages 454-464.
    29. Janssen, Matthijs J. & Abbasiharofteh, Milad, 2022. "Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 180.
    30. Barry Bozeman & Daniel Fay & Catherine Slade, 2013. "Research collaboration in universities and academic entrepreneurship: the-state-of-the-art," The Journal of Technology Transfer, Springer, vol. 38(1), pages 1-67, February.
    31. Utku Ali Rıza Alpaydın & Rune Dahl Fitjar, 2021. "Proximity across the distant worlds of university–industry collaborations," Papers in Regional Science, Wiley Blackwell, vol. 100(3), pages 689-711, June.
    32. George, Gerard & Zahra, Shaker A. & Wood, D. Jr., 2002. "The effects of business-university alliances on innovative output and financial performance: a study of publicly traded biotechnology companies," Journal of Business Venturing, Elsevier, vol. 17(6), pages 577-609, October.
    33. Bryn Lander, 2015. "Proximity at a distance: the role of institutional and geographical proximities in Vancouver’s infection and immunity research collaborations," Industry and Innovation, Taylor & Francis Journals, vol. 22(7), pages 575-596, October.
    34. Mora-Valentin, Eva M. & Montoro-Sanchez, Angeles & Guerras-Martin, Luis A., 2004. "Determining factors in the success of R&D cooperative agreements between firms and research organizations," Research Policy, Elsevier, vol. 33(1), pages 17-40, January.
    35. Ankrah, Samuel & AL-Tabbaa, Omar, 2015. "Universities–industry collaboration: A systematic review," Scandinavian Journal of Management, Elsevier, vol. 31(3), pages 387-408.
    36. Marion Dupire & Bouchra M’Zali, 2018. "CSR Strategies in Response to Competitive Pressures," Journal of Business Ethics, Springer, vol. 148(3), pages 603-623, March.
    37. Iacobucci, Donato & Perugini, Francesco, 2023. "Innovation performance in traditional industries: Does proximity to universities matter," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    38. Jordi Molas-Gallart & Puay Tang & Susie Morrow, 2000. "Assessing the non-academic impact of grant-funded socio-economic research: results from a pilot study," Research Evaluation, Oxford University Press, vol. 9(3), pages 171-182, December.
    39. De Silva, Muthu & Al-Tabbaa, Omar & Pinto, Jonathan, 2023. "Academics engaging in knowledge transfer and co-creation: Push causation and pull effectuation?," Research Policy, Elsevier, vol. 52(2).
    40. Kwon, Heeyeul & Kim, Jieun & Park, Yongtae, 2017. "Applying LSA text mining technique in envisioning social impacts of emerging technologies: The case of drone technology," Technovation, Elsevier, vol. 60, pages 15-28.
    41. Craig Boardman & Barry Bozeman, 2015. "Academic faculty as intellectual property in university-industry research alliances," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(5), pages 403-420, July.
    42. Marrocu, Emanuela & Paci, Raffaele & Usai, Stefano, 2013. "Proximity, networking and knowledge production in Europe: What lessons for innovation policy?," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1484-1498.
    43. Alessandro Muscio & Andrea Pozzali, 2013. "The effects of cognitive distance in university-industry collaborations: some evidence from Italian universities," The Journal of Technology Transfer, Springer, vol. 38(4), pages 486-508, August.
    44. De Silva, Muthu & Gokhberg, Leonid & Meissner, Dirk & Russo, Margherita, 2021. "Addressing societal challenges through the simultaneous generation of social and business values: A conceptual framework for science-based co-creation," Technovation, Elsevier, vol. 104(C).
    45. Barnes, Tina & Pashby, Ian & Gibbons, Anne, 2002. "Effective University - Industry Interaction:: A Multi-case Evaluation of Collaborative R&D Projects," European Management Journal, Elsevier, vol. 20(3), pages 272-285, June.
    46. Pablo D'Este & Frederick Guy & Simona Iammarino, 2013. "Shaping the formation of university--industry research collaborations: what type of proximity does really matter?," Journal of Economic Geography, Oxford University Press, vol. 13(4), pages 537-558, July.
    47. 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.
    48. Audretsch, David B. & Keilbach, Max C. & Lehmann, Erik E., 2006. "Entrepreneurship and Economic Growth," OUP Catalogue, Oxford University Press, number 9780195183511.
    49. Kristof Coussement & Steven Debaere & Tom de Ruyck, 2017. "Inferior Member Participation Identification in Innovation Communities: The Signaling Role of Linguistic Style Use," Post-Print hal-01745263, HAL.
    50. G. Salton & C. S. Yang & C. T. Yu, 1975. "A theory of term importance in automatic text analysis," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 26(1), pages 33-44, January.
    51. Wirsich, Alexander & Kock, Alexander & Strumann, Christoph & Schultz, Carsten, 2016. "Effects of University Industry Collaboration on Technological Newness," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 85098, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    52. De Silva, Muthu & Rossi, Federica & Yip, Nick K.T. & Rosli, Ainurul, 2021. "Does affective evaluation matter for the success of university-industry collaborations? A sentiment analysis of university-industry collaborative project reports," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    53. Villani, Elisa & Rasmussen, Einar & Grimaldi, Rosa, 2017. "How intermediary organizations facilitate university–industry technology transfer: A proximity approach," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 86-102.
    54. Manfred Paier & Thomas Scherngell, 2011. "Determinants of Collaboration in European R&D Networks: Empirical Evidence from a Discrete Choice Model," Industry and Innovation, Taylor & Francis Journals, vol. 18(1), pages 89-104.
    55. Andrew Johnston & Robert Huggins, 2017. "University-industry links and the determinants of their spatial scope: A study of the knowledge intensive business services sector," Papers in Regional Science, Wiley Blackwell, vol. 96(2), pages 247-260, June.
    56. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    57. Bart Nooteboom, 2000. "Learning by Interaction: Absorptive Capacity, Cognitive Distance and Governance," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 4(1), pages 69-92, March.
    58. 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).
    59. Liang, Xinning & Liu, Anita M.M., 2018. "The evolution of government sponsored collaboration network and its impact on innovation: A bibliometric analysis in the Chinese solar PV sector," Research Policy, Elsevier, vol. 47(7), pages 1295-1308.
    60. 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.
    61. Qiu, Hong & Chreim, Samia & Freel, Mark, 2023. "A tension lens for understanding entrepreneurship-related activities in the university," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    62. Janssen, Matthijs J. & Abbasiharofteh, Milad, 2022. "Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    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. Yongli Tang & Kazuyuki Motohashi & Xinyue Hu & Angeles Montoro-Sanchez, 2020. "University-industry interaction and product innovation performance of Guangdong manufacturing firms: the roles of regional proximity and research quality of universities," The Journal of Technology Transfer, Springer, vol. 45(2), pages 578-618, April.
    2. Igors Skute & Kasia Zalewska-Kurek & Isabella Hatak & Petra Weerd-Nederhof, 2019. "Mapping the field: a bibliometric analysis of the literature on university–industry collaborations," The Journal of Technology Transfer, Springer, vol. 44(3), pages 916-947, June.
    3. Massimo G. Colombo & Massimiliano Guerini & Cristina Rossi-Lamastra & Andrea Bonaccorsi, 2022. "The “first match” between high-tech entrepreneurial ventures and universities: the role of founders’ social ties," The Journal of Technology Transfer, Springer, vol. 47(1), pages 270-306, February.
    4. Utku Ali Rıza Alpaydın & Rune Dahl Fitjar, 2021. "Proximity across the distant worlds of university–industry collaborations," Papers in Regional Science, Wiley Blackwell, vol. 100(3), pages 689-711, June.
    5. Riccardo Crescenzi & Andrea Filippetti & Simona Iammarino, 2017. "Academic inventors: collaboration and proximity with industry," The Journal of Technology Transfer, Springer, vol. 42(4), pages 730-762, August.
    6. Pierre-Alexandre Balland & Ron Boschma & Koen Frenken, 2020. "Proximity, Innovation and Networks: A Concise Review and Some Next Steps," Papers in Evolutionary Economic Geography (PEEG) 2019, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2020.
    7. Ana Fernández & Esther Ferrándiz & M. Dolores León, 2021. "Are organizational and economic proximity driving factors of scientific collaboration? Evidence from Spanish universities, 2001–2010," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(1), pages 579-602, January.
    8. Luigi Aldieri & Gennaro Guida & Maxim Kotsemir & Concetto Paolo Vinci, 2019. "An investigation of impact of research collaboration on academic performance in Italy," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2003-2040, July.
    9. Robert Huggins & Daniel Prokop & Piers Thompson, 2020. "Universities and open innovation: the determinants of network centrality," The Journal of Technology Transfer, Springer, vol. 45(3), pages 718-757, June.
    10. Ferretti, Marco & Guerini, Massimiliano & Panetti, Eva & Parmentola, Adele, 2022. "The partner next door? The effect of micro-geographical proximity on intra-cluster inter-organizational relationships," Technovation, Elsevier, vol. 111(C).
    11. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2012. "Research cooperation within and across regional boundaries. Does innovation policy add anything?," JRC Research Reports JRC76320, Joint Research Centre.
    12. Shu Yu & Takaya Yuizono, 2021. "A Proximity Approach to Understanding University-Industry Collaborations for Innovation in Non-Local Context: Exploring the Catch-Up Role of Regional Absorptive Capacity," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    13. Zhao, Shuliang & Wang, Junchen & Ji, Jiaojiao & Vincent Ekow, Arkorful, 2024. "Proximity or alienation? Can knowledge type influence the relationship between proximity and enterprise innovation performance?," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    14. Roncancio-Marin, Jason & Dentchev, Nikolay & Guerrero, Maribel & Díaz-González, Abel & Crispeels, Thomas, 2022. "University-Industry joint undertakings with high societal impact: A micro-processes approach," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    15. Uwe Cantner & Martin Kalthaus & Indira Yarullina, 2024. "Outcomes of science-industry collaboration: factors and interdependencies," The Journal of Technology Transfer, Springer, vol. 49(2), pages 542-580, April.
    16. Ankrah, Samuel & AL-Tabbaa, Omar, 2015. "Universities–industry collaboration: A systematic review," Scandinavian Journal of Management, Elsevier, vol. 31(3), pages 387-408.
    17. Nasirov, Shukhrat & Joshi, Amol M., 2023. "Minding the communications gap: How can universities signal the availability and value of their scientific knowledge to commercial organizations?," Research Policy, Elsevier, vol. 52(9).
    18. Delorme, Donatienne, 2023. "The role of proximity in the design of innovation intermediaries' business models," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    19. Albahari, Alberto & Pérez-Canto, Salvador & Barge-Gil, Andrés & Modrego, Aurelia, 2017. "Technology Parks versus Science Parks: Does the university make the difference?," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 13-28.
    20. Carsten Schultz & Oliver Gretsch & Alexander Kock, 2021. "The influence of shared R&D-project innovativeness perceptions on university-industry collaboration performance," The Journal of Technology Transfer, Springer, vol. 46(4), pages 1144-1172, August.

    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:eee:tefoso:v:205:y:2024:i:c:s0040162524002695. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.