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The role of universities on the consolidation of knowledge-based sectors: A spatial econometric analysis of KIBS formation rates in Spanish regions

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  • Horváth, Krisztina
  • Berbegal-Mirabent, Jasmina

Abstract

This study evaluates how features related to the regional configuration of universities—i.e., the number of universities in a region and the proportion of public universities—influence the regional formation rate of knowledge-intensive business service (KIBS) firms. Using a sample of 47 Spanish regions (provinces) during 2009–2013, the results of the spatial econometric panel analysis give support to the argument that regions with a greater concentration of universities and with higher proportion of public universities attract more new KIBS firms. However, the findings also indicate a substitution effect between these university-based variables and the region's industry specialization. Thus, new KIBS businesses tend to locate in regions where they expect either stronger knowledge inputs from universities or higher demand from potential industrial customers. We also reveal the presence of interregional spillover effects. The paper offers insights on how territories may attract more knowledge-based businesses by encouraging the development of the local higher education system.

Suggested Citation

  • Horváth, Krisztina & Berbegal-Mirabent, Jasmina, 2022. "The role of universities on the consolidation of knowledge-based sectors: A spatial econometric analysis of KIBS formation rates in Spanish regions," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
  • Handle: RePEc:eee:soceps:v:81:y:2022:i:c:s0038012119306378
    DOI: 10.1016/j.seps.2020.100900
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    as
    1. Valero, Anna & Van Reenen, John, 2019. "The economic impact of universities: Evidence from across the globe," Economics of Education Review, Elsevier, vol. 68(C), pages 53-67.
    2. Tommaso Agasisti & Cristian Barra & Roberto Zotti, 2019. "Research, knowledge transfer, and innovation: The effect of Italian universities’ efficiency on local economic development 2006−2012," Journal of Regional Science, Wiley Blackwell, vol. 59(5), pages 819-849, November.
    3. Jens Matthias Arnold & Beata Javorcik & Molly Lipscomb & Aaditya Mattoo, 2016. "Services Reform and Manufacturing Performance: Evidence from India," Economic Journal, Royal Economic Society, vol. 126(590), pages 1-39, February.
    4. Cruz-Castro, Laura & Sanz-Menéndez, Luis, 2016. "The effects of the economic crisis on public research: Spanish budgetary policies and research organizations," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 157-167.
    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. Hugo Pinto & Manuel Fernandez-Esquinas & Elvira Uyarra, 2015. "Universities and Knowledge-Intensive Business Services (KIBS) as Sources of Knowledge for Innovative Firms in Peripheral Regions," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1873-1891, November.
    7. 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.
    8. 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.
    9. Zoltán J. Ács & Erkko Autio & László Szerb, 2015. "National Systems of Entrepreneurship: Measurement issues and policy implications," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 28, pages 523-541, Edward Elgar Publishing.
    10. Pim Den Hertog, 2000. "Knowledge-Intensive Business Services As Co-Producers Of Innovation," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 4(04), pages 491-528.
    11. Bustinza, Oscar F. & Lafuente, Esteban & Rabetino, Rodrigo & Vaillant, Yancy & Vendrell-Herrero, Ferran, 2019. "Make-or-buy configurational approaches in product-service ecosystems and performance," Journal of Business Research, Elsevier, vol. 104(C), pages 393-401.
    12. Michael Fritsch & Oliver Falck, 2007. "New Business Formation by Industry over Space and Time: A Multidimensional Analysis," Regional Studies, Taylor & Francis Journals, vol. 41(2), pages 157-172.
    13. Attila Varga & Tamás Sebestyén, 2017. "Does EU Framework Program Participation Affect Regional Innovation? The Differentiating Role of Economic Development," International Regional Science Review, , vol. 40(4), pages 405-439, July.
    14. Joan Crespo & Raphael Suire & Jerome Vicente, 2014. "Lock-in or lock-out? How structural properties of knowledge networks affect regional resilience," Journal of Economic Geography, Oxford University Press, vol. 14(1), pages 199-219, January.
    15. Laura Abramovsky & Rupert Harrison & Helen Simpson, 2007. "University Research and the Location of Business R&D," Economic Journal, Royal Economic Society, vol. 117(519), pages 114-141, March.
    16. Manuel Acosta & Daniel Coronado & Esther Flores, 2011. "University spillovers and new business location in high-technology sectors: Spanish evidence," Small Business Economics, Springer, vol. 36(3), pages 365-376, April.
    17. Audretsch, David B. & Lehmann, Erik E. & Warning, Susanne, 2005. "University spillovers and new firm location," Research Policy, Elsevier, vol. 34(7), pages 1113-1122, September.
    18. Michael Fritsch & Michael Wyrwich, 2019. "The Role of Knowledge," International Studies in Entrepreneurship, in: Regional Trajectories of Entrepreneurship, Knowledge, and Growth, chapter 0, pages 95-117, Springer.
    19. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    20. Krisztina Horváth & Rodrigo Rabetino, 2019. "Knowledge-intensive territorial servitization: regional driving forces and the role of the entrepreneurial ecosystem," Regional Studies, Taylor & Francis Journals, vol. 53(3), pages 330-340, March.
    21. Michael Wyrwich, 2019. "New KIBS on the bloc: the role of local manufacturing for start-up activity in knowledge-intensive business services," Regional Studies, Taylor & Francis Journals, vol. 53(3), pages 320-329, March.
    22. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Geographical Spillovers and University Research: A Spatial Econometric Perspective," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 10, pages 122-134, Edward Elgar Publishing.
    23. Valentina Meliciani & Maria Savona, 2015. "The determinants of regional specialisation in business services: agglomeration economies, vertical linkages and innovation," Journal of Economic Geography, Oxford University Press, vol. 15(2), pages 387-416.
    24. Esteban Lafuente & Jasmina Berbegal-Mirabent, 2019. "Assessing the productivity of technology transfer offices: an analysis of the relevance of aspiration performance and portfolio complexity," The Journal of Technology Transfer, Springer, vol. 44(3), pages 778-801, June.
    25. Sara Fernández-López & Nuria Calvo & David Rodeiro-Pazos, 2019. "The funnel model of firms’ R&D cooperation with universities," Science and Public Policy, Oxford University Press, vol. 46(1), pages 45-54.
    26. Heiko Gebauer & Christian Binz, 2019. "Regional benefits of servitization processes: evidence from the wind-to-energy industry," Regional Studies, Taylor & Francis Journals, vol. 53(3), pages 366-375, March.
    27. Guironnet, Jean-Pascal & Peypoch, Nicolas, 2018. "The geographical efficiency of education and research: The ranking of U.S. universities," Socio-Economic Planning Sciences, Elsevier, vol. 62(C), pages 44-55.
    28. Emanuel Gomes & Oscar F. Bustinza & Shlomo Tarba & Zaheer Khan & Mohammad Ahammad, 2019. "Antecedents and implications of territorial servitization," Regional Studies, Taylor & Francis Journals, vol. 53(3), pages 410-423, March.
    29. Giorgio Calcagnini & Ilario Favaretto & Germana Giombini & Francesco Perugini & Rosalba Rombaldoni, 2016. "The role of universities in the location of innovative start-ups," The Journal of Technology Transfer, Springer, vol. 41(4), pages 670-693, August.
    30. Woodward, Douglas & Figueiredo, Octavio & Guimaraes, Paulo, 2006. "Beyond the Silicon Valley: University R&D and high-technology location," Journal of Urban Economics, Elsevier, vol. 60(1), pages 15-32, July.
    31. Bruce A. Kirchhoff & Scott L. Newbert & Iftekhar Hasan & Catherine Armington, 2007. "The Influence of University R & D Expenditures on New Business Formations and Employment Growth," Entrepreneurship Theory and Practice, , vol. 31(4), pages 543-559, July.
    32. Fisman, Raymond & Khanna, Tarun, 2004. "Facilitating Development: The Role of Business Groups," World Development, Elsevier, vol. 32(4), pages 609-628, April.
    33. Berbegal-Mirabent, Jasmina & Gil-Doménech, Dolors & de la Torre, Rocío, 2019. "Dealing with heterogeneity: An analysis of Spanish universities," TEC Empresarial, School of Business, Costa Rica Institute of Technology (ITCR), vol. 13(3), pages 58-77.
    34. Jorge Gallego & Andr�s Maroto, 2015. "The Specialization in Knowledge-Intensive Business Services (KIBS) across Europe: Permanent Co-Localization to Debate," Regional Studies, Taylor & Francis Journals, vol. 49(4), pages 644-664, April.
    35. Siegel, Donald S. & Westhead, Paul & Wright, Mike, 2003. "Assessing the impact of university science parks on research productivity: exploratory firm-level evidence from the United Kingdom," International Journal of Industrial Organization, Elsevier, vol. 21(9), pages 1357-1369, November.
    36. Juan Alcácer & Wilbur Chung, 2007. "Location Strategies and Knowledge Spillovers," Management Science, INFORMS, vol. 53(5), pages 760-776, May.
    37. Muller, Emmanuel & Zenker, Andrea, 2001. "Business services as actors of knowledge transformation: the role of KIBS in regional and national innovation systems," Research Policy, Elsevier, vol. 30(9), pages 1501-1516, December.
    38. Baptista, Rui & Lima, Francisco & Mendonça, Joana, 2011. "Establishment of higher education institutions and new firm entry," Research Policy, Elsevier, vol. 40(5), pages 751-760, June.
    39. Lafuente, Esteban & Vaillant, Yancy & Vendrell-Herrero, Ferran, 2017. "Territorial servitization: Exploring the virtuous circle connecting knowledge-intensive services and new manufacturing businesses," International Journal of Production Economics, Elsevier, vol. 192(C), pages 19-28.
    40. Ina Drejer & Christian Richter Østergaard, 2017. "Exploring determinants of firms’ collaboration with specific universities: employee-driven relations and geographical proximity," Regional Studies, Taylor & Francis Journals, vol. 51(8), pages 1192-1205, August.
    41. Segarra-Blasco, Agusti­ & Arauzo-Carod, Josep-Maria, 2008. "Sources of innovation and industry-university interaction: Evidence from Spanish firms," Research Policy, Elsevier, vol. 37(8), pages 1283-1295, September.
    42. Kevin Morgan, 2016. "Collective entrepreneurship: the Basque model of innovation," European Planning Studies, Taylor & Francis Journals, vol. 24(8), pages 1544-1560, August.
    43. Caldera, Aida & Debande, Olivier, 2010. "Performance of Spanish universities in technology transfer: An empirical analysis," Research Policy, Elsevier, vol. 39(9), pages 1160-1173, November.
    44. Marco Bellandi & Erica Santini, 2019. "Territorial servitization and new local productive configurations: the case of the textile industrial district of Prato," Regional Studies, Taylor & Francis Journals, vol. 53(3), pages 356-365, March.
    45. Raspe, Otto & van Oort, Frank G., 2011. "Firm heterogeneity, productivity and spatially bounded knowledge externalities," Socio-Economic Planning Sciences, Elsevier, vol. 45(1), pages 38-47, March.
    46. László Szerb & Esteban Lafuente & Krisztina Horváth & Balázs Páger, 2019. "The relevance of quantity and quality entrepreneurship for regional performance: the moderating role of the entrepreneurial ecosystem," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1308-1320, September.
    47. Luis Garicano & Yanhui Wu, 2012. "Knowledge, Communication, and Organizational Capabilities," Organization Science, INFORMS, vol. 23(5), pages 1382-1397, October.
    48. Dietmar Harhoff, 2000. "R&D Spillovers, Technological Proximity, And Productivity Growth – Evidence From German Panel Data," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 52(3), pages 238-260, July.
    49. Tommaso Agasisti, 2009. "Market forces and competition in university systems: theoretical reflections and empirical evidence from Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 23(4), pages 463-483.
    50. Johnston, Andrew & Huggins, Robert, 2018. "Partner selection and university-industry linkages: Assessing small firms' initial perceptions of the credibility of their partners," Technovation, Elsevier, vol. 78(C), pages 15-26.
    51. Michael Porter, 1994. "The Role of Location in Competition," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 1(1), pages 35-40.
    52. J. Paul Elhorst, 2014. "Matlab Software for Spatial Panels," International Regional Science Review, , vol. 37(3), pages 389-405, July.
    53. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    54. Esteban Lafuente & Yancy Vaillant & Ferran Vendrell-Herrero, 2019. "Territorial servitization and the manufacturing renaissance in knowledge-based economies," Regional Studies, Taylor & Francis Journals, vol. 53(3), pages 313-319, March.
    55. Hätönen, Jussi & Eriksson, Taina, 2009. "30+Â years of research and practice of outsourcing - Exploring the past and anticipating the future," Journal of International Management, Elsevier, vol. 15(2), pages 142-155, June.
    56. Andrea Bonaccorsi & Massimo Colombo & Massimiliano Guerini & Cristina Rossi-Lamastra, 2014. "The impact of local and external university knowledge on the creation of knowledge-intensive firms: evidence from the Italian case," Small Business Economics, Springer, vol. 43(2), pages 261-287, August.
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