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The role of gender in linking external sources of knowledge and R&D intensity

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Scholars examining the effect of knowledge spillovers on R&D and innovation all agree on one thing—there is a strong relationship between the firm’s R&D effort and knowledge spillovers. The sign of this relationship depends, however, on many things, such as the type of spillovers (horizontal, vertical, or from other sources), the level of appropriability, the type of firm (e.g., age and sector), and the measurement of the spillover itself. A missing piece of evidence to this literature is the role of gender in the founding team of the firm. Our contribution is to fill this gap by explicitly analysing the role played by gender in the founding team. Given that the relationship between a firm’s R&D intensity and external knowledge spillovers is ultimately context-specific, we analyse the differences between male-owned and female-owned young entrepreneurial firms with respect to the influence that knowledge spillovers have on their R&D intensity.

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  • AMOROSO Sara & AUDRETSCH David, 2020. "The role of gender in linking external sources of knowledge and R&D intensity," JRC Working Papers on Corporate R&D and Innovation 2020-05, Joint Research Centre.
    • Handle: RePEc:ipt:wpaper:202005
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    1. Albert N. Link & Martijn Hasselt, 2020. "Exploring the impact of R&D on patenting activity in small women-owned and minority-owned entrepreneurial firms," Small Business Economics, Springer, vol. 54(4), pages 1061-1066, April.
    2. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    3. Cohen, Wesley M. & Levin, Richard C., 1989. "Empirical studies of innovation and market structure," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 18, pages 1059-1107, Elsevier.
    4. Amir, Rabah & Jin, Jim Y. & Troege, Michael, 2008. "On additive spillovers and returns to scale in R&D," International Journal of Industrial Organization, Elsevier, vol. 26(3), pages 695-703, May.
    5. Cassiman, Bruno & Perez-Castrillo, David & Veugelers, Reinhilde, 2002. "Endogenizing know-how flows through the nature of R&D investments," International Journal of Industrial Organization, Elsevier, vol. 20(6), pages 775-799, June.
    6. Richard Levin & Peter C. Reiss, 1984. "Tests of a Schumpeterian Model of R&D and Market Structure," NBER Chapters, in: R&D, Patents, and Productivity, pages 175-208, National Bureau of Economic Research, Inc.
    7. Protogerou, Aimilia & Caloghirou, Yannis & Vonortas, Nicholas S., 2017. "Determinants of young firms’ innovative performance: Empirical evidence from Europe," Research Policy, Elsevier, vol. 46(7), pages 1312-1326.
    8. Zobel, Ann-Kristin & Lokshin, Boris & Hagedoorn, John, 2017. "Formal and informal appropriation mechanisms: The role of openness and innovativeness," Technovation, Elsevier, vol. 59(C), pages 44-54.
    9. Link, Albert N. & Strong, Derek R., 2016. "Gender and Entrepreneurship: An Annotated Bibliography," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 12(4-5), pages 287-441, September.
    10. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    11. Sara Amoroso & Albert N. Link, 2021. "Intellectual property protection mechanisms and the characteristics of founding teams," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(9), pages 7329-7350, September.
    12. Sara Amoroso & Albert N. Link, 2018. "Under the AEGIS of knowledge-intensive entrepreneurship: employment growth and gender of founders among European firms," Small Business Economics, Springer, vol. 50(4), pages 899-915, April.
    13. Fang,Sheng & Shamseldin,Heba M.M. & Xu,L. Colin, 2019. "Foreign Direct Investment and Female Entrepreneurship," Policy Research Working Paper Series 9083, The World Bank.
    14. Alex Coad & Rekha Rao, 2010. "Firm growth and R&D expenditure," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(2), pages 127-145.
    15. Loof, Hans & Heshmati, Almas, 2002. "Knowledge capital and performance heterogeneity: : A firm-level innovation study," International Journal of Production Economics, Elsevier, vol. 76(1), pages 61-85, March.
    16. Amir, Rabah, 2000. "Modelling imperfectly appropriable R&D via spillovers," International Journal of Industrial Organization, Elsevier, vol. 18(7), pages 1013-1032, October.
    17. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    18. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    19. Sara Amoroso & David B. Audretsch & Albert N. Link, 2018. "Sources of knowledge used by entrepreneurial firms in the European high-tech sector," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 8(1), pages 55-70, March.
    20. Banu Ozkazanc†Pan & Susan Clark Muntean, 2018. "Networking towards (in)equality: Women entrepreneurs in technology," Gender, Work and Organization, Wiley Blackwell, vol. 25(4), pages 379-400, July.
    21. Cappelli, Riccardo & Czarnitzki, Dirk & Kraft, Kornelius, 2014. "Sources of spillovers for imitation and innovation," Research Policy, Elsevier, vol. 43(1), pages 115-120.
    22. Belderbos, Rene & Carree, Martin & Diederen, Bert & Lokshin, Boris & Veugelers, Reinhilde, 2004. "Heterogeneity in R&D cooperation strategies," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1237-1263, November.
    23. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
    24. Sandra Gottschalk & Michaela Niefert, 2013. "Gender differences in business success of German start-up firms," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 18(1), pages 15-46.
    25. Sara Amoroso & Simone Vannuccini, 2019. "Teaming up with Large R&D Investors: Good or Bad for Knowledge Production and Diffusion?," SPRU Working Paper Series 2019-20, SPRU - Science Policy Research Unit, University of Sussex Business School.
    26. Seo, Hangyeol & Chung, Yanghon & Yoon, Hyungseok (David), 2017. "R&D cooperation and unintended innovation performance: Role of appropriability regimes and sectoral characteristics," Technovation, Elsevier, vol. 66, pages 28-42.
    27. Monjon, Stephanie & Waelbroeck, Patrick, 2003. "Assessing spillovers from universities to firms: evidence from French firm-level data," International Journal of Industrial Organization, Elsevier, vol. 21(9), pages 1255-1270, November.
    28. Nancy J. Hodges & Albert N. Link, 2018. "Sources of Knowledge Used by KIE Textile and Apparel Firms," International Studies in Entrepreneurship, in: Knowledge-Intensive Entrepreneurship, chapter 0, pages 81-103, Springer.
    29. Laursen, Keld & Salter, Ammon J., 2014. "The paradox of openness: Appropriability, external search and collaboration," Research Policy, Elsevier, vol. 43(5), pages 867-878.
    30. Mikko Moilanen & Stein Østbye & Kristin Woll, 2014. "Non-R&D SMEs: external knowledge, absorptive capacity and product innovation," Small Business Economics, Springer, vol. 43(2), pages 447-462, August.
    31. Audretsch, David B. & Belitski, Maksim, 2020. "The role of R&D and knowledge spillovers in innovation and productivity," European Economic Review, Elsevier, vol. 123(C).
    32. Jianwen Liao & Harold Welsch & Michael Stoica, 2003. "Organizational Absorptive Capacity and Responsiveness: An Empirical Investigation of Growth–Oriented SMEs," Entrepreneurship Theory and Practice, , vol. 28(1), pages 63-86, January.
    33. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    34. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    35. repec:dau:papers:123456789/13785 is not listed on IDEAS
    36. Michael L. Katz, 1986. "An Analysis of Cooperative Research and Development," RAND Journal of Economics, The RAND Corporation, vol. 17(4), pages 527-543, Winter.
    37. Lisa D. Cook & Chaleampong Kongcharoen, 2010. "The Idea Gap in Pink and Black," NBER Working Papers 16331, National Bureau of Economic Research, Inc.
    38. Hagedoorn, John & Wang, Ning, 2012. "Is there complementarity or substitutability between internal and external R&D strategies?," Research Policy, Elsevier, vol. 41(6), pages 1072-1083.
    39. Johan Wiklund & DEAN Shepherd, 2003. "Knowledge‐based resources, entrepreneurial orientation, and the performance of small and medium‐sized businesses," Strategic Management Journal, Wiley Blackwell, vol. 24(13), pages 1307-1314, December.
    40. Stephen Martin, 2002. "Spillovers, Appropriability, and R&D," Journal of Economics, Springer, vol. 75(1), pages 1-32, January.
    41. Edward Nissan & Inmaculada Carrasco & María-Soledad Castaño, 2012. "Women Entrepreneurship, Innovation, and Internationalization," International Studies in Entrepreneurship, in: Miguel-Angel Galindo & Domingo Ribeiro (ed.), Women’s Entrepreneurship and Economics, chapter 0, pages 125-142, Springer.
    42. Nancy L. Stokey, 1995. "R&D and Economic Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(3), pages 469-489.
    43. Ritch L. Sorenson & Cathleen A. Folker & Keith H. Brigham, 2008. "The Collaborative Network Orientation: Achieving Business Success through Collaborative Relationships," Entrepreneurship Theory and Practice, , vol. 32(4), pages 615-634, July.
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    Cited by:

    1. Steven T. Joanis & Vivek H. Patil, 2022. "First-author gender differentials in business journal publishing: top journals versus the rest," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(2), pages 733-761, February.
    2. Bournakis, Ioannis & Mei, Jen-Chung, 2023. "Gender, firm performance, and FDI supply–purchase spillovers in emerging markets," International Economics, Elsevier, vol. 175(C), pages 90-105.

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    Keywords

    Women entrepreneurs; absorptive capacity; knowledge intensive enterprise; spillovers; Europe;
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