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Defining networks in entrepreneurial ecosystems: the openness of ecosystems

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  • Daniel Prokop

    (Cardiff University)

  • Piers Thompson

    (Nottingham Trent University)

Abstract

The paper draws on network theory to employ concepts of homophily and heterophily to investigate whether the presence of familiar, unfamiliar or a mix of actors in an entrepreneurial ecosystem is related to start-up rates. The empirical focus of this study is on 81 UK university entrepreneurial ecosystems and their outputs in terms of academic spinoff companies. The paper finds that university entrepreneurial ecosystems with access to actors of predominantly heterophilious character are associated with higher spinoff start-up rates. It is concluded that in stimulating the development of successful entrepreneurial ecosystems there is a clear need to focus on their openness to heterophilious actors, inclusive of other ecosystems. This is especially important in the context of network lock-in that may arise from dependence on homophilious ties. Plain English Summary Entrepreneurial ecosystems characterised by openness to diverse actors generate more firms, as shown in a study focusing on 81 UK university entrepreneurial ecosystems. The paper studies network character of actors in entrepreneurial ecosystems and whether this character is associated with start-up rates. Specifically, it focuses on the familiarity of actors, inspecting whether it is related to greater venture formations. In so doing, the study examines 81 UK university entrepreneurial ecosystems. It finds that university entrepreneurial ecosystems that generate more ventures are associated with having a presence of actors of unfamiliar character, drawing attention to the openness of ecosystems’ networks. The key implication of the study is in recognising the link between the ecosystem’s openness to diverse actors and its entrepreneurial performance.

Suggested Citation

  • Daniel Prokop & Piers Thompson, 2023. "Defining networks in entrepreneurial ecosystems: the openness of ecosystems," Small Business Economics, Springer, vol. 61(2), pages 517-538, August.
  • Handle: RePEc:kap:sbusec:v:61:y:2023:i:2:d:10.1007_s11187-022-00710-w
    DOI: 10.1007/s11187-022-00710-w
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    1. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273, January.
    2. Laurence Cloutier & Karim Messeghem, 2022. "Whirlwind model of entrepreneurial ecosystem path dependence," Small Business Economics, Springer, vol. 59(2), pages 611-625, August.
    3. Michael Fritsch & Michael Wyrwich, 2017. "The effect of entrepreneurship on economic development—an empirical analysis using regional entrepreneurship culture," Journal of Economic Geography, Oxford University Press, vol. 17(1), pages 157-189.
    4. Christopher S. Hayter & Andrew J. Nelson & Stephanie Zayed & Alan C. O’Connor, 2018. "Conceptualizing academic entrepreneurship ecosystems: a review, analysis and extension of the literature," The Journal of Technology Transfer, Springer, vol. 43(4), pages 1039-1082, August.
    5. Maryann Feldman & Ted D. Zoller, 2012. "Dealmakers in Place: Social Capital Connections in Regional Entrepreneurial Economies," Regional Studies, Taylor & Francis Journals, vol. 46(1), pages 23-37, June.
    6. Franklin, Stephen J & Wright, Mike & Lockett, Andy, 2001. "Academic and Surrogate Entrepreneurs in University Spin-Out Companies," The Journal of Technology Transfer, Springer, vol. 26(1-2), pages 127-141, January.
    7. Roundy, Philip T. & Bradshaw, Mike & Brockman, Beverly K., 2018. "The emergence of entrepreneurial ecosystems: A complex adaptive systems approach," Journal of Business Research, Elsevier, vol. 86(C), pages 1-10.
    8. Erik Stam, 2015. "Entrepreneurial Ecosystems and Regional Policy: A Sympathetic Critique," European Planning Studies, Taylor & Francis Journals, vol. 23(9), pages 1759-1769, September.
    9. Ben Spigel, 2017. "The Relational Organization of Entrepreneurial Ecosystems," Entrepreneurship Theory and Practice, , vol. 41(1), pages 49-72, January.
    10. Zoltan Acs & Thomas Åstebro & David Audretsch & David T. Robinson, 2016. "Public policy to promote entrepreneurship: a call to arms," Small Business Economics, Springer, vol. 47(1), pages 35-51, June.
    11. Olav Sorenson, 2018. "Social networks and the geography of entrepreneurship," Small Business Economics, Springer, vol. 51(3), pages 527-537, October.
    12. David B. Audretsch & Maksim Belitski, 2019. "Science Parks and Business Incubation in the United Kingdom: Evidence from University Spin-Offs and Staff Start-Ups," Palgrave Advances in Economics of Innovation and Technology, in: Sara Amoroso & Albert N. Link & Mike Wright (ed.), Science and Technology Parks and Regional Economic Development, chapter 0, pages 99-122, Palgrave Macmillan.
    13. David J. Miller & Zoltan J. Acs, 2017. "The campus as entrepreneurial ecosystem: the University of Chicago," Small Business Economics, Springer, vol. 49(1), pages 75-95, June.
    14. Michael Fritsch & Michael Wyrwich, 2018. "Regional knowledge, entrepreneurial culture, and innovative start-ups over time and space―an empirical investigation," Small Business Economics, Springer, vol. 51(2), pages 337-353, August.
    15. Macho-Stadler, Ines & Perez-Castrillo, David & Veugelers, Reinhilde, 2007. "Licensing of university inventions: The role of a technology transfer office," International Journal of Industrial Organization, Elsevier, vol. 25(3), pages 483-510, June.
    16. Fini, Riccardo & Grimaldi, Rosa & Santoni, Simone & Sobrero, Maurizio, 2011. "Complements or substitutes? The role of universities and local context in supporting the creation of academic spin-offs," Research Policy, Elsevier, vol. 40(8), pages 1113-1127, October.
    17. Siddharth Vedula & Phillip H Kim, 2019. "Gimme shelter or fade away: the impact of regional entrepreneurial ecosystem quality on venture survival," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(4), pages 827-854.
    18. Zhe Cao & Xianwei Shi, 2021. "A systematic literature review of entrepreneurial ecosystems in advanced and emerging economies," Small Business Economics, Springer, vol. 57(1), pages 75-110, June.
    19. Haeussler, Carolin & Colyvas, Jeannette A., 2011. "Breaking the Ivory Tower: Academic Entrepreneurship in the Life Sciences in UK and Germany," Research Policy, Elsevier, vol. 40(1), pages 41-54, February.
    20. Leyden, Dennis P. & Link, Albert N. & Siegel, Donald S., 2014. "A theoretical analysis of the role of social networks in entrepreneurship," Research Policy, Elsevier, vol. 43(7), pages 1157-1163.
    21. Zoltan J. Acs & Saul Estrin & Tomasz Mickiewicz & László Szerb, 2018. "Entrepreneurship, institutional economics, and economic growth: an ecosystem perspective," Small Business Economics, Springer, vol. 51(2), pages 501-514, August.
    22. Djordje Djokovic & Vangelis Souitaris, 2008. "Spinouts from academic institutions: a literature review with suggestions for further research," The Journal of Technology Transfer, Springer, vol. 33(3), pages 225-247, June.
    23. Cooke, Philip, 2001. "Regional Innovation Systems, Clusters, and the Knowledge Economy," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 945-974, December.
    24. Elisa Salvador & Secondo Rolfo, 2011. "Are incubators and science parks effective for research spin-offs? Evidence from Italy," Science and Public Policy, Oxford University Press, vol. 38(3), pages 170-184, April.
    25. Christina Theodoraki & Karim Messeghem & Mark P. Rice, 2018. "A social capital approach to the development of sustainable entrepreneurial ecosystems: an explorative study," Small Business Economics, Springer, vol. 51(1), pages 153-170, June.
    26. Jean-Jacques Degroof & Edward B. Roberts, 2004. "Overcoming Weak Entrepreneurial Infrastructures for Academic Spin-Off Ventures," The Journal of Technology Transfer, Springer, vol. 29(3_4), pages 327-352, August.
    27. Xaver Neumeyer & Susana C. Santos & António Caetano & Pamela Kalbfleisch, 2019. "Entrepreneurship ecosystems and women entrepreneurs: a social capital and network approach," Small Business Economics, Springer, vol. 53(2), pages 475-489, August.
    28. Alessandra Colombelli & Emilio Paolucci & Elisa Ughetto, 2019. "Hierarchical and relational governance and the life cycle of entrepreneurial ecosystems," Small Business Economics, Springer, vol. 52(2), pages 505-521, February.
    29. Greve, Arent, 1995. "Networks and entrepreneurship -- an analysis of social relations, occupational background, and use of contacts during the establishment process," Scandinavian Journal of Management, Elsevier, vol. 11(1), pages 1-24, March.
    30. David Johnson & Adam J Bock & Gerard George, 2019. "Entrepreneurial dynamism and the built environment in the evolution of university entrepreneurial ecosystems," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(4), pages 941-959.
    31. Wright, Mike & Lockett, Andy & Clarysse, Bart & Binks, Martin, 2006. "University spin-out companies and venture capital," Research Policy, Elsevier, vol. 35(4), pages 481-501, May.
    32. Riccardo Fini & Kun Fu & Marius Tuft Mathisen & Einar Rasmussen & Mike Wright, 2017. "Institutional determinants of university spin-off quantity and quality: a longitudinal, multilevel, cross-country study," Small Business Economics, Springer, vol. 48(2), pages 361-391, February.
    33. O'Shea, Rory P. & Allen, Thomas J. & Chevalier, Arnaud & Roche, Frank, 2005. "Entrepreneurial orientation, technology transfer and spinoff performance of U.S. universities," Research Policy, Elsevier, vol. 34(7), pages 994-1009, September.
    34. Belitski, Maksim & Aginskaja, Anna & Marozau, Radzivon, 2019. "Commercializing university research in transition economies: Technology transfer offices or direct industrial funding?," Research Policy, Elsevier, vol. 48(3), pages 601-615.
    35. Friederike Welter & Ted Baker & Katharine Wirsching, 2019. "Three waves and counting: the rising tide of contextualization in entrepreneurship research," Small Business Economics, Springer, vol. 52(2), pages 319-330, February.
    36. Diamanto Politis & Jonas Gabrielsson & Oxana Shveykina, 2012. "Early-stage finance and the role of external entrepreneurs in the commercialization of university-generated knowledge," Venture Capital, Taylor & Francis Journals, vol. 14(2-3), pages 175-198, January.
    37. James A. Cunningham & Matthias Menter & Katharine Wirsching, 2019. "Entrepreneurial ecosystem governance: a principal investigator-centered governance framework," Small Business Economics, Springer, vol. 52(2), pages 545-562, February.
    38. Lockett, Andy & Wright, Mike, 2005. "Resources, capabilities, risk capital and the creation of university spin-out companies," Research Policy, Elsevier, vol. 34(7), pages 1043-1057, September.
    39. Laurence Cloutier & Karim Messeghem, 2022. "Whirlwind model of entrepreneurial ecosystem path dependence," Post-Print hal-03541404, HAL.
    40. José L. González-Pernía & Graciela Kuechle & Iñaki Peña-Legazkue, 2013. "An Assessment of the Determinants of University Technology Transfer," Economic Development Quarterly, , vol. 27(1), pages 6-17, February.
    41. Ben Spigel & Fumi Kitagawa & Colin Mason, 2020. "A manifesto for researching entrepreneurial ecosystems," Local Economy, London South Bank University, vol. 35(5), pages 482-495, August.
    42. Richard Harrison & Claire Leitch, 2010. "Voodoo Institution or Entrepreneurial University? Spin-off Companies, the Entrepreneurial System and Regional Development in the UK," Regional Studies, Taylor & Francis Journals, vol. 44(9), pages 1241-1262.
    43. Ron Johnston & Kelvyn Jones & David Manley, 2018. "Confounding and collinearity in regression analysis: a cautionary tale and an alternative procedure, illustrated by studies of British voting behaviour," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1957-1976, July.
    44. Vohora, Ajay & Wright, Mike & Lockett, Andy, 2004. "Critical junctures in the development of university high-tech spinout companies," Research Policy, Elsevier, vol. 33(1), pages 147-175, January.
    45. Prokop, Daniel, 2021. "University entrepreneurial ecosystems and spinoff companies: Configurations, developments and outcomes," Technovation, Elsevier, vol. 107(C).
    46. Sarah L. Jack, 2005. "The Role, Use and Activation of Strong and Weak Network Ties: A Qualitative Analysis," Journal of Management Studies, Wiley Blackwell, vol. 42(6), pages 1233-1259, September.
    47. Healey, Mark P. & Bleda, Mercedes & Querbes, Adrien, 2021. "Opportunity evaluation in teams: A social cognitive model," Journal of Business Venturing, Elsevier, vol. 36(4).
    48. Arent Greve & Janet W. Salaff, 2003. "Social Networks and Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 28(1), pages 1-22, January.
    49. Christina Theodoraki & Karim Messeghem & Mark Rice, 2018. "A social capital approach to the development of sustainable entrepreneurial ecosystems: an explorative study," Post-Print hal-02091761, HAL.
    50. Christine Volkmann & Klaus Fichter & Magnus Klofsten & David B. Audretsch, 2021. "Sustainable entrepreneurial ecosystems: an emerging field of research," Small Business Economics, Springer, vol. 56(3), pages 1047-1055, February.
    51. Susann Schäfer & Sebastian Henn, 2018. "The evolution of entrepreneurial ecosystems and the critical role of migrants. A Phase-Model based on a Study of IT startups in the Greater Tel Aviv Area," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 11(2), pages 317-333.
    52. Andrew V. Shipilov & Stan Xiao Li & Henrich R. Greve, 2011. "The Prince and the Pauper: Search and Brokerage in the Initiation of Status-Heterophilous Ties," Organization Science, INFORMS, vol. 22(6), pages 1418-1434, December.
    53. Wennberg, Karl & Wiklund, Johan & Wright, Mike, 2011. "The effectiveness of university knowledge spillovers: Performance differences between university spinoffs and corporate spinoffs," Research Policy, Elsevier, vol. 40(8), pages 1128-1143, October.
    54. Erik Stam & Andrew Ven, 2021. "Entrepreneurial ecosystem elements," Small Business Economics, Springer, vol. 56(2), pages 809-832, February.
    55. Colin Mason & Richard Harrison, 2006. "After the exit: Acquisitions, entrepreneurial recycling and regional economic development," Regional Studies, Taylor & Francis Journals, vol. 40(1), pages 55-73.
    56. Goethner, Maximilian & Obschonka, Martin & Silbereisen, Rainer K. & Cantner, Uwe, 2012. "Scientists’ transition to academic entrepreneurship: Economic and psychological determinants," Journal of Economic Psychology, Elsevier, vol. 33(3), pages 628-641.
    57. Janna Alvedalen & Ron Boschma, 2017. "A critical review of entrepreneurial ecosystems research: towards a future research agenda," European Planning Studies, Taylor & Francis Journals, vol. 25(6), pages 887-903, June.
    58. Link, Albert & Sarala, Riikka, 2019. "Advancing Conceptualization of University Entrepreneurship Ecosystems: The Role of Knowledge-based Entrepreneurial Firms," UNCG Economics Working Papers 19-1, University of North Carolina at Greensboro, Department of Economics.
    59. Michele Meoli & Stefano Paleari & Silvio Vismara, 2019. "The governance of universities and the establishment of academic spin-offs," Small Business Economics, Springer, vol. 52(2), pages 485-504, February.
    60. Elfring, Tom & Hulsink, Willem, 2003. "Networks in Entrepreneurship: The Case of High-Technology Firms," Small Business Economics, Springer, vol. 21(4), pages 409-422, December.
    61. David Bruce Audretsch & Maksim Belitski & Nataliia Cherkas, 2021. "Entrepreneurial ecosystems in cities: The role of institutions," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-22, March.
    62. Philippe Mustar, 1997. "How French academics create hi-tech companies: The conditions for success or failure," Science and Public Policy, Oxford University Press, vol. 24(1), pages 37-43, February.
    63. Di Gregorio, Dante & Shane, Scott, 2003. "Why do some universities generate more start-ups than others?," Research Policy, Elsevier, vol. 32(2), pages 209-227, February.
    64. David B. Audretsch & James A. Cunningham & Donald F. Kuratko & Erik E. Lehmann & Matthias Menter, 2019. "Entrepreneurial ecosystems: economic, technological, and societal impacts," The Journal of Technology Transfer, Springer, vol. 44(2), pages 313-325, April.
    65. Daniel Prokop, 2022. "The Composition of University Entrepreneurial Ecosystems and Academic Entrepreneurship: A UK Study," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 19(06), pages 1-23, October.
    66. Clarysse, Bart & Tartari, Valentina & Salter, Ammon, 2011. "The impact of entrepreneurial capacity, experience and organizational support on academic entrepreneurship," Research Policy, Elsevier, vol. 40(8), pages 1084-1093, October.
    67. Evangelos Bourelos & Mats Magnusson & Maureen McKelvey, 2012. "Investigating the complexity facing academic entrepreneurs in science and engineering: the complementarities of research performance, networks and support structures in commercialisation," Cambridge Journal of Economics, Oxford University Press, vol. 36(3), pages 751-780.
    68. van Rijnsoever, Frank J., 2020. "Meeting, mating, and intermediating: How incubators can overcome weak network problems in entrepreneurial ecosystems," Research Policy, Elsevier, vol. 49(1).
    69. Oriol Barranco & Carlos Lozares & Dafne Muntanyola-Saura, 2019. "Heterophily in social groups formation: a social network analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 599-619, March.
    70. Nadja Nordling, 2019. "Public policy’s role and capability in fostering the emergence and evolution of entrepreneurial ecosystems: A case of ecosystem-based policy in Finland," Local Economy, London South Bank University, vol. 34(8), pages 807-824, December.
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    More about this item

    Keywords

    Networks; Heterophily; Entrepreneurship; Spinoff companies; Commercialisation; Entrepreneurial ecosystems;
    All these keywords.

    JEL classification:

    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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