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The effect of university and regional knowledge spillovers on firms’ performance: an analysis of the Spanish USOs

  • María Jesús Rodríguez-Gulías
  • David Rodeiro-Pazos
  • Sara Fernández-López
Article

Abstract

Previous empirical studies of university spin-off (USO) growth have applied a firm-based approach without modelling how contextual factors may influence firm growth. By adopting an ‘interactionist approach’, this paper tests the hypothesis that the regional and university contexts may partly determine USO growth, together with firms’ internal resources. Using a sample of 531 Spanish USOs located in 16 Spanish regions and launched by 51 universities over the 2001–2013 and applying multilevel modelling with macro- and micro-data, the findings confirmed that regional context, together with firm-specific characteristics, are important for explaining USO growth. More specifically, the presence of venture capitalists, the capacity to generate internal funds, and operating in high-tech industries have a positive effect on USO growth. On the basis of the results, we propose some policies for fostering USO growth.

Keywords

University spin-offs Sales growth Knowledge spillovers Regional effect University effect Multilevel analysis 

References

  1. Aceytuno Pérez, M. T., & Cáceres Carrasco, F. R. (2009). Elementos Para elaboración de un Marco de análisis Para el fenómeno de las spin-offs universitarias. Revista de Economía Mundial, 23, 23–52.Google Scholar
  2. Acs, Z., Braunerhjelm, P., Audretsch, D. B., & Carlsson, B. (2009). The knowledge spillover theory of entrepreneurship. Small Business Economics, 32(1), 15–30.CrossRefGoogle Scholar
  3. Agarwal, R., Audretsch, D., & Sarkar, M. (2010). Knowledge spillovers and strategic entrepreneurship. Strategic Entrepreneurship Journal, 4(4), 271–283.CrossRefGoogle Scholar
  4. Audretsch, D. B., & Dohse, D. (2007). Location: a neglected determinant of firm growth. Review of World Economics, 143(1), 79–107.CrossRefGoogle Scholar
  5. Audretsch, D. B., Lehmann, E. E., & Warning, S. (2005). University spillovers and new firm location. Research Policy, 34(7), 1113–1122.CrossRefGoogle Scholar
  6. Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120.CrossRefGoogle Scholar
  7. Barro-Ameneiro, S., & Fernández-López, S. (2015). De la I + D al tejido productivo: Luces y sombras. In La transferencia de I + D, la innovación y el emprendimiento en las universidades: Educación superior en Iberoamérica – Informe 2015 (pp. 471–512). Santiago: CINDA.Google Scholar
  8. Benneworth, P. S., & Charles, D. R. (2005). University spin off companies and the territorial knowledge pool: building regional innovation competencies? European Planning Studies, 13(4), 537–557.CrossRefGoogle Scholar
  9. Bertoni, F., Colombo, M. G., & Grilli, L. (2011). Venture capital financing and the growth of high-tech start-ups: disentangling treatment from selection effects. Research Policy, 40(7), 1028–1043.CrossRefGoogle Scholar
  10. Bonardo, D., Paleari, S., & Vismara, S. (2009). When academia comes to market: Does university affiliation reduce the uncertainty of IPOs? Department of Economics and Technology Management, University of Bergamo Working Paper No. 09–2009.Google Scholar
  11. Boshuizen, J., Geurts, P., & Van der Veen, A. (2009). Regional social networks as conduits for knowledge spillovers: explaining performance of high-tech firms. Tijdschrift voor Economische en Sociale Geografie, 100(2), 183–197.CrossRefGoogle Scholar
  12. Calvo, N., Rodeiro-Pazos, D., Varela, L., & Soares, I. (2013). Are USOs more supported to compete than spin-offs not linked to universities? A dynamic overview and proposal of model of USOs support. International Journal of Innovation and Learning, 14(3/4), 271–288.CrossRefGoogle Scholar
  13. Cantner, U., & Goethner, M. (2011). Performance differences between academic spin-offs and non-academic start-ups: A comparative analysis using a non-parametric matching approach. Presented at the DIME Final Conference, 6–8 April, Maastricht.Google Scholar
  14. Chiesa, V., & Piccaluga, A. (2000). Exploitation and diffusion of public research: the case of academia spin-off companies in Italy. R&D Management, 30(4), 329–340.CrossRefGoogle Scholar
  15. Coad, A. (2009). The growth of firms: A survey of theories and empirical evidence. Cheltenham: Edward Elgar.CrossRefGoogle Scholar
  16. Cohen, W. M., Nelson, R. R., & Walsh, J. P. (2002). Links and impacts: the influence of public research on industrial R&D. Management Science, 48(1), 1–23.CrossRefGoogle Scholar
  17. Colombo, M. G., & Grilli, L. (2010). On growth drivers of high-tech start-ups: exploring the role of founders’ human capital and venture capital. Journal of Business Venturing, 25(6), 610–626.CrossRefGoogle Scholar
  18. Colombo, M. G., & Piva, E. (2005). Are academic start-ups different? IRiS Working Paper: A matched pair analysis.Google Scholar
  19. Corsi, C., & Prencipe, A. (2015). University and local context-level success factors of academic spin-off performance: the Italian case. Journal of Management and Marketing, 3(1), 12–26.Google Scholar
  20. Criaco, G., Minola, T., Serarols-Tarres, C., & Bhatiya, A. Y. (2013). Companies spun out of universities: different typologies for different performance patterns. In F. Thérin (Ed.), Handbook of research on techno-entrepreneurship (2nd ed., pp. 235–261). Cheltenham: Edward Elgar.Google Scholar
  21. Di Gregorio, D., & Shane, S. (2003). Why do some universities generate more start-ups than others? Research Policy, 32(2), 209–227.CrossRefGoogle Scholar
  22. Djokovic, D., & Souitaris, V. (2008). Spinouts from academic institutions: a literature review with suggestions for further research. The Journal of Technology Transfer, 33(3), 225–247.CrossRefGoogle Scholar
  23. Ensley, M. D., & Hmieleski, K. M. (2005). A comparative study of new venture top management team composition, dynamics and performance between university-based and independent start-ups. Research Policy, 34(7), 1091–1105.CrossRefGoogle Scholar
  24. Etzkowitz, H., Webster, A., Gebhardt, C., & Terra, B. R. C. (2000). The future of the university and the university of the future: evolution of ivory tower to entrepreneurial paradigm. Research Policy, 29(2), 313–330.CrossRefGoogle Scholar
  25. Ferguson, R., & Olofsson, C. (2004). Science parks and the development of NTBFs: location, survival and growth. The Journal of Technology Transfer, 29(1), 5–17.CrossRefGoogle Scholar
  26. Fernandes, C. I., & Ferreira, J. J. M. (2013). Knowledge spillovers: cooperation between universities and KIBS. R&D Management, 43(5), 461–472.CrossRefGoogle Scholar
  27. Fernandes, C. I., Ferreira, J. J. M., & Raposo, M. L. (2013). Drivers to firm innovation and their effects on performance: an international comparison. International Entrepreneurship and Management Journal, 9(4), 557–580.CrossRefGoogle Scholar
  28. Fernández-López, S., Pérez-Astray, B., Rodeiro-Pazos, D., & Calvo, N. (2015). Are firms interested in collaborating with universities? An open-innovation perspective in countries of the south west European space. Service Business, 9(4), 637–662.CrossRefGoogle Scholar
  29. Fini, R., Grimaldi, R., & Sobrero, M. (2009). Factors fostering academics to start up new ventures: an assessment of Italian founders’ incentives. The Journal of Technology Transfer, 34(4), 380–402.CrossRefGoogle Scholar
  30. George, G., Zahra, S. A., & Wood Jr., D. R. (2002). The effects of business–university alliances on innovative output and financial performance: a study of publicly traded biotechnology companies. Journal of Business Venturing, 17(6), 577–609.CrossRefGoogle Scholar
  31. Grant, R. M. (1996). Toward a knowledge-based theory of the firm. Strategic Management Journal, 17(S2), 109–122.CrossRefGoogle Scholar
  32. Guerini, M., & Rossi-Lamastra, C. (2014). How university and industry knowledge interact to determine local entrepreneurship. Applied Economics Letters, 21(8), 513–516.CrossRefGoogle Scholar
  33. Haltiwanger, J., Jarmin, R. S., & Miranda, J. (2013). Who creates jobs? Small versus large versus young. The Review of Economics and Statistics, XCV(2), 347–361.CrossRefGoogle Scholar
  34. Harrison, R. T., & Leitch, C. M. (2007). Dynamics of university spin-out companies: entrepreneurial ventures or technology lifestyle businesses? In B. Clarysse, J. Roure, & T. Schamp (Eds.), Entrepreneurship and the financial community: Starting up and growing new businesses (pp. 149–160). Edward Elgar: Cheltenham.Google Scholar
  35. Hayter, C. S. (2010). The open innovation imperative: Perspectives on success from faculty entrepreneurs. Washington, DC: George Washington University.Google Scholar
  36. Hellerstedt , K., Wennberg , K., & Frederiksen, L. (2014). University Knowledge Spillovers and regional start-up rates: supply and Demand-Side Factors. In Corbett, Siegel and Katz (Eds.) Advances in Entrepreneurship, Firm Emergence, and Growth (16, pp.137–168). Bingley: Emerald Group Publishing Limited.Google Scholar
  37. Hollanders, H., Es-Sadki, N., Buligescu, B., Rivera León, L., Griniece, E., & Roman, L. (2014). Innovation union scoreboard 2014. Brussels: European Union.Google Scholar
  38. Klepper, S. (2007). Disagreements, spinoffs, and the evolution of Detroit as the capital of the U.S. automobile industry. Management Science, 53(4), 616–631.CrossRefGoogle Scholar
  39. Lawton Smith, H., & Ho, K. (2006). Measuring the performance of Oxford university, Oxford Brookes University and the government laboratories’ spin-off companies. Research Policy, 35(10), 1554–1568.CrossRefGoogle Scholar
  40. Leckie, G. (2013). Three-level multilevel models – concepts. LEMMA VLE Module 11, 1–47. http://www.bristol.ac.uk/cmm/learning/course.html. Accessed 15 October 2015.
  41. Lejpras, A. (2012). How innovative are spin-offs at later stages of development? Comparing innovativeness of established research spin-offs and otherwise created firms. DIW Berlin Discussion Paper No. 1237.Google Scholar
  42. Lockett, A., Siegel, D., Wright, M., & Ensley, M. D. (2005). The creation of spin-off firms at public research institutions: managerial and policy implications. Research Policy, 34(7), 981–993.CrossRefGoogle Scholar
  43. Löwegren, M., & Bengtsson, L. (2010). University spin-offs in Sweden: a longitudinal study. Industry & Higher Education, 24(3), 219–225.CrossRefGoogle Scholar
  44. Mustar, P., Wright, M., & Clarysse, B. (2008). University spin-off firms: lessons from ten years of experience in Europe. Science and Public Policy, 35(2), 67–80.CrossRefGoogle Scholar
  45. O’Shea, R. P., Allen, T. J., Chevalier, A., & Roche, F. (2005). Entrepreneurial orientation, technology transfer and spinoff performance of U.S. universities. Research Policy, 34(7), 994–1009.CrossRefGoogle Scholar
  46. O’Shea, R. P., Allen, T. J., Morse, K. P., O’Gorman, C., & Roche, F. (2007). Delineating the anatomy of an entrepreneurial university: the Massachusetts Institute of Technology experience. R&D Management, 37(1), 1–16.Google Scholar
  47. Ortín, P., & Vendrell, F. (2014). University spin-offs vs. other NTBFs: productivity differences at the outset and evolution. Technovation, 34(2), 101–112.CrossRefGoogle Scholar
  48. Ortín, P., Salas, V., Trujillo, M., & Vendrell, F. (2007). El spin-off universitario en España Como Modelo de creación de empresas intensivas en tecnología, Ministerio de Economía, Turismo y Comercio. Madrid: Secretaría General de Industria. DGPYME.Google Scholar
  49. Ortín, P., Salas, V., Trujillo, M., & Vendrell, F. (2008). La creación de spin-off universitarios en España: Características, determinantes y resultados. Economía industrial, 368, 79–95.Google Scholar
  50. Penrose, E. T. (1959). The theory of the growth of the firm. Oxford: Basil Blackwell.Google Scholar
  51. Pirnay, F., Surlemont, B., & Nlemvo, F. (2003). Toward a typology of university spin-offs. Small Business Economics, 21(4), 355–369.CrossRefGoogle Scholar
  52. Rabe-Hesketh, S., & Skrondal, A. (2012). Multilevel and longitudinal modeling using Stata (Vols. I + II (3rd ed.). College Station, TX: Stata Press.Google Scholar
  53. Raspe, O., & Van Oort, F. (2009). Localized knowledge externalities and firms: an intrinsic multilevel issue. In Presented at the Firb-Risc conference: research and entrepreneurship in the knowledge-based economy, 7–8 September. Milan: KITeS-Cespri, Bocconi University.Google Scholar
  54. Red OTRI de Universidades (CRUE) (2007). Informe RedOTRI 2007. Madrid: RedOTRI Universidades/CRUE. http://www.crue.org/Publicaciones/Documents/Informe%20Redotri/Informe_2007.pdf
  55. Rodeiro-Pazos, D., Fernández-López, S., Rodríguez-Sandiás, A., & Otero-González, L. (2008). La creación de empresas en el sistema universitario español. Santiago de Compostela: Universidade de Santiago de Compostela.Google Scholar
  56. Rodeiro, D., Fernández, S., Vivel, M., & Rodríguez, M. J. (2013). The creation of new technology-based firms at the Spanish public research institutions: an analysis of their financial statements. International Journal of Innovation and Learning, 14(3/4), 405–421.CrossRefGoogle Scholar
  57. Rodríguez-Gulías, M. J., Rodeiro-Pazos, D., & Fernández-López, S. (2015). The regional effect on the innovative performance of university spin-offs: a multilevel approach. Journal of the Knowledge Economy. doi: 10.1007/s13132-015-0287-y.Google Scholar
  58. Rodríguez-Gulías, M. J., Rodeiro-Pazos, D., & Fernández-López, S. (2016). Impact of venture capital on the growth of university spin-offs. In M. Peris-Ortiz, J. J. Ferreira, L. Farinha, & N. O. Fernandes (Eds.), Multiple helix ecosystems for sustainable competitiveness. Cham: Springer International.Google Scholar
  59. Salvador, E. (2011). How effective are research spin-off firms in. Italy? Revue d’Économie Industrielle, 133(1), 99–122.CrossRefGoogle Scholar
  60. Siegel, D. S., Wright, M., & Lockett, A. (2007). The rise of entrepreneurial activity at universities: organizational and societal implications. Industrial and Corporate Change, 16(4), 489–504.CrossRefGoogle Scholar
  61. Steele, F. (2014). Multilevel modelling of repeated measures data. LEMMA VLE Module 15, 1–62. http://www.bristol.ac.uk/cmm/learning/course.html. Accessed 10 November 2015.
  62. Teixeira, A. A. C., & Grande, M. (2013). Determinants of the economic performance of Portuguese academic spin-offs: do science & technology infrastructures and support matter? Universidade do Porto, FEP working paper No. 502.Google Scholar
  63. Van Oort, F. G., Burger, M. J., Knoben, J., & Raspe, O. (2012). Multilevel approaches and the firm-agglomeration ambiguity in economic growth studies. Journal of Economic Surveys, 26(3), 468–491.CrossRefGoogle Scholar
  64. Vendrell, F., & Ortín, P. (2010). Evolución comparada de los spin-offs universitarios españoles. Clm.economía, 16, 345–379.Google Scholar
  65. Vohora, A., Wright, M., & Lockett, A. (2004). Critical junctures in the development of university high-tech spinout companies. Research Policy, 33(1), 147–175.CrossRefGoogle Scholar
  66. Wennberg, K., Wiklund, J., & Wright, M. (2011). The effectiveness of university knowledge spillovers: performance differences between university spinoffs and corporate spinoffs. Research Policy, 40(8), 1128–1143.CrossRefGoogle Scholar
  67. Wernerfelt, B. (1984). A resource-based view of the firm. Strategic Management Journal, 5(2), 171–180.CrossRefGoogle Scholar
  68. Wright, M., Clarysse, B., Mustar, P., & Lockett, A. (2008). Academic entrepreneurship in Europe. Cheltenham: Edward Elgar.Google Scholar
  69. Zahra, S. A., Van de Velde, E., & Larrañeta, B. (2007). Knowledge conversion capability and the performance of corporate and university spin-offs. Industrial and Corporate Change, 16(4), 569–608.CrossRefGoogle Scholar
  70. Zhang, J. (2009). The performance of university spin-offs: an exploratory analysis using venture capital data. The Journal of Technology Transfer, 34(3), 255–285.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media New York 2016

Authors and Affiliations

  • María Jesús Rodríguez-Gulías
    • 1
  • David Rodeiro-Pazos
    • 2
  • Sara Fernández-López
    • 3
  1. 1.Department of Finance and AccountingUniversity of CoruñaA CoruñaSpain
  2. 2.Department of Finance and AccountingUniversity of Santiago de CompostelaSantiago de CompostelaSpain
  3. 3.Department of Finance and AccountingUniversity of Santiago de CompostelaSantiago de CompostelaSpain

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