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Crowdfunding as Entrepreneurial Investment: The Role of Local Knowledge Spillover

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  • Filippo Marchesani
  • Francesca Masciarelli

Abstract

This paper explores the role of local knowledge spillover and human capital as a driver of crowdfunding investment. The role of territory has already been studied in terms of campaign success, but the impact of territory on the use of financial sources like equity crowdfunding is not yet known. Using a sample of 435 equity crowdfunding campaigns in 20 Italian regions during a 4-year period (from 2016 to 2019), this paper evaluates the impact of human capital flow on the adoption of crowdfunding campaigns. Our results show that inbound knowledge in the region, measured in terms of ability to attract national and international students, has a significant effect on the adoption of crowdfunding campaigns in the region itself.

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  • Filippo Marchesani & Francesca Masciarelli, 2022. "Crowdfunding as Entrepreneurial Investment: The Role of Local Knowledge Spillover," Papers 2211.16984, arXiv.org.
    • Handle: RePEc:arx:papers:2211.16984
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. David Audretsch & Marcel Hülsbeck & Erik Lehmann, 2012. "Regional competitiveness, university spillovers, and entrepreneurial activity," Small Business Economics, Springer, vol. 39(3), pages 587-601, October.
    3. Block, Joern & Sandner, Philipp, 2009. "What is the Effect of the Current Financial Crisis on Venture Capital Financing? Empirical Evidence from US Internet Start-ups," MPRA Paper 14727, University Library of Munich, Germany.
    4. Iammarino, Simona & McCann, Philip, 2006. "The structure and evolution of industrial clusters: Transactions, technology and knowledge spillovers," Research Policy, Elsevier, vol. 35(7), pages 1018-1036, September.
    5. Park, Gunno & Shin, Seungryul Ryan & Choy, Minkyung, 2020. "Early mover (dis)advantages and knowledge spillover effects on blockchain startups’ funding and innovation performance," Journal of Business Research, Elsevier, vol. 109(C), pages 64-75.
    6. Nicola Francesco Dotti & Ugo Fratesi & Camilla Lenzi & Marco Percoco, 2013. "Local Labour Markets and the Interregional Mobility of Italian University Students," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(4), pages 443-468, March.
    7. Helen Bollaert & Gaël Leboeuf & Armin Schwienbacher, 2020. "The narcissism of crowdfunding entrepreneurs," Small Business Economics, Springer, vol. 55(1), pages 57-76, June.
    8. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    9. Paulette Siekierski & Manolita Correia Lima & Felipe Mendes Borini & Rafael Morais Pereira, 2018. "International academic mobility and innovation: a literature review," Journal of Global Mobility, Emerald Group Publishing Limited, vol. 6(3/4), pages 285-298, September.
    10. Rikard Eriksson & Marcin Rataj, 2019. "The geography of starts-ups in Sweden. The role of human capital, social capital and agglomeration," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 31(9-10), pages 735-754, October.
    11. Massimo G. Colombo & Chiara Franzoni & Cristina Rossi–Lamastra, 2015. "Internal Social Capital and the Attraction of Early Contributions in Crowdfunding," Entrepreneurship Theory and Practice, , vol. 39(1), pages 75-100, January.
    12. Deniz Ucbasaran & Paul Westhead & Mike Wright, 2008. "Opportunity Identification and Pursuit: Does an Entrepreneur’s Human Capital Matter?," Small Business Economics, Springer, vol. 30(2), pages 153-173, February.
    13. Hornuf, Lars & Schwienbacher, Armin, 2018. "Market mechanisms and funding dynamics in equity crowdfunding," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 556-574.
    14. Joern Block & Philipp Sandner, 2009. "What is the effect of the financial crisis on venture capital financing? Empirical evidence from US Internet start-ups," Venture Capital, Taylor & Francis Journals, vol. 11(4), pages 295-309, June.
    15. Francesca Giambona & Mariano Porcu & Isabella Sulis, 2017. "Students Mobility: Assessing the Determinants of Attractiveness Across Competing Territorial Areas," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(3), pages 1105-1132, September.
    16. Unger, Jens M. & Rauch, Andreas & Frese, Michael & Rosenbusch, Nina, 2011. "Human capital and entrepreneurial success: A meta-analytical review," Journal of Business Venturing, Elsevier, vol. 26(3), pages 341-358, May.
    17. Fini, Riccardo & Grimaldi, Rosa & Meoli, Azzurra, 2020. "The effectiveness of university regulations to foster science-based entrepreneurship," Research Policy, Elsevier, vol. 49(10).
    18. David Huffman & John M. Quigley, 2002. "The role of the university in attracting high tech entrepreneurship: A Silicon Valley tale," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 36(3), pages 403-419.
    19. Shai Bernstein & Arthur Korteweg & Kevin Laws, 2017. "Attracting Early-Stage Investors: Evidence from a Randomized Field Experiment," Journal of Finance, American Finance Association, vol. 72(2), pages 509-538, April.
    20. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    21. Elisabetta Marinelli, 2013. "Sub-national Graduate Mobility and Knowledge Flows: An Exploratory Analysis of Onward- and Return-Migrants in Italy," Regional Studies, Taylor & Francis Journals, vol. 47(10), pages 1618-1633, November.
    22. Nanda, Ramana & Rhodes-Kropf, Matthew, 2013. "Investment cycles and startup innovation," Journal of Financial Economics, Elsevier, vol. 110(2), pages 403-418.
    23. Dustmann, Christian & Glitz, Albrecht, 2011. "Migration and Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 327-439, Elsevier.
    24. Haber, Sigal & Reichel, Arie, 2007. "The cumulative nature of the entrepreneurial process: The contribution of human capital, planning and environment resources to small venture performance," Journal of Business Venturing, Elsevier, vol. 22(1), pages 119-145, January.
    25. 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.
    26. Kahle, Kathleen M. & Stulz, René M., 2013. "Access to capital, investment, and the financial crisis," Journal of Financial Economics, Elsevier, vol. 110(2), pages 280-299.
    27. Matthew Josefy & Thomas J. Dean & Lumina S. Albert & Markus A. Fitza, 2017. "The Role of Community in Crowdfunding Success: Evidence on Cultural Attributes in Funding Campaigns to “Save the Local Theaterâ€," Entrepreneurship Theory and Practice, , vol. 41(2), pages 161-182, March.
    28. Sam Youl Lee & Richard Florida & Gary Gates, 2010. "Innovation, Human Capital, and Creativity," International Review of Public Administration, Taylor & Francis Journals, vol. 14(3), pages 13-24, January.
    29. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Does Local Financial Development Matter?," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 31-66, Springer.
    30. Henry Chen & Paul Gompers & Anna Kovner & Josh Lerner, 2010. "Buy Local? The Geography of Venture Capital," NBER Chapters, in: Cities and Entrepreneurship, National Bureau of Economic Research, Inc.
    31. Gerrit K.C. Ahlers & Douglas Cumming & Christina Günther & Denis Schweizer, 2015. "Signaling in Equity Crowdfunding," Entrepreneurship Theory and Practice, , vol. 39(4), pages 955-980, July.
    32. Olav Sorenson & Jan W. Rivkin & Lee Fleming, 2010. "Complexity, Networks and Knowledge Flows," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 15, Edward Elgar Publishing.
    33. Jeremy C. Short & David J. Ketchen Jr. & Aaron F. McKenny & Thomas H. Allison & R. Duane Ireland, 2017. "Research on Crowdfunding: Reviewing the (Very Recent) past and Celebrating the Present," Entrepreneurship Theory and Practice, , vol. 41(2), pages 149-160, March.
    34. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Crowdfunding: Geography, Social Networks, and the Timing of Investment Decisions," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(2), pages 253-274, June.
    35. Roberta Capello & Alessandra Faggian, 2005. "Collective Learning and Relational Capital in Local Innovation Processes," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 75-87.
    36. Gary S. Becker, 1994. "Investment in Human Capital: Effects on Earnings," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 29-58, National Bureau of Economic Research, Inc.
    37. Michaela Trippl, 2013. "Scientific Mobility and Knowledge Transfer at the Interregional and Intraregional Level," Regional Studies, Taylor & Francis Journals, vol. 47(10), pages 1653-1667, November.
    38. Daniel Paravisini, 2008. "Local Bank Financial Constraints and Firm Access to External Finance," Journal of Finance, American Finance Association, vol. 63(5), pages 2161-2193, October.
    39. Hector Rocha & Rolf Sternberg, 2005. "Entrepreneurship: The Role of Clusters Theoretical Perspectives and Empirical Evidence from Germany," Small Business Economics, Springer, vol. 24(3), pages 267-292, February.
    40. Richard Freeman, 2010. "Globalization of scientific and engineering talent: international mobility of students, workers, and ideas and the world economy," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(5), pages 393-406.
    41. Alessandra Faggian & Philip Mccann, 2009. "Universities, Agglomerations And Graduate Human Capital Mobility," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 100(2), pages 210-223, April.
    42. Florida, Richard & Kenney, Martin, 1988. "Venture capital and high technology entrepreneurship," Journal of Business Venturing, Elsevier, vol. 3(4), pages 301-319.
    43. Barbi, Massimiliano & Mattioli, Sara, 2019. "Human capital, investor trust, and equity crowdfunding," Research in International Business and Finance, Elsevier, vol. 49(C), pages 1-12.
    44. repec:bla:scandj:v:104:y:2002:i:4:p:531-45 is not listed on IDEAS
    45. Gilbert, Brett Anitra & McDougall, Patricia P. & Audretsch, David B., 2008. "Clusters, knowledge spillovers and new venture performance: An empirical examination," Journal of Business Venturing, Elsevier, vol. 23(4), pages 405-422, July.
    46. Sofia Bapna, 2019. "Complementarity of Signals in Early-Stage Equity Investment Decisions: Evidence from a Randomized Field Experiment," Management Science, INFORMS, vol. 65(2), pages 933-952, February.
    47. Alessandra Faggian & Philip McCann, 2009. "Human capital, graduate migration and innovation in British regions," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(2), pages 317-333, March.
    48. Cumming, Douglas & Dai, Na, 2010. "Local bias in venture capital investments," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 362-380, June.
    49. Audretsch, David B. & Bönte, Werner & Keilbach, Max, 2008. "Entrepreneurship capital and its impact on knowledge diffusion and economic performance," Journal of Business Venturing, Elsevier, vol. 23(6), pages 687-698, November.
    50. Andrea Caragliu & Peter Nijkamp, 2016. "Space and knowledge spillovers in European regions: the impact of different forms of proximity on spatial knowledge diffusion," Journal of Economic Geography, Oxford University Press, vol. 16(3), pages 749-774.
    51. Alessandra Faggian & Philip McCann, 2006. "Human capital flows and regional knowledge assets: a simultaneous equation approach," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 475-500, July.
    52. Mollick, Ethan, 2014. "The dynamics of crowdfunding: An exploratory study," Journal of Business Venturing, Elsevier, vol. 29(1), pages 1-16.
    53. Green, Kimberly M. & Covin, Jeffrey G. & Slevin, Dennis P., 2008. "Exploring the relationship between strategic reactiveness and entrepreneurial orientation: The role of structure-style fit," Journal of Business Venturing, Elsevier, vol. 23(3), pages 356-383, May.
    54. Peter Dicken & Anders Malmberg, 2001. "Firms in Territories: A Relational Perspective," Economic Geography, Taylor & Francis Journals, vol. 77(4), pages 345-363, October.
    55. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    56. Per Botolf Maurseth & Bart Verspagen, 2002. "Knowledge Spillovers in Europe: A Patent Citations Analysis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 531-545, December.
    57. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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