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Latent network capital and gender in crowdfunding: Evidence from the Kiva platform

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  • Davies, William Edmund
  • Giovannetti, Emanuele

Abstract

This paper studies the gender gap in accessing financial resources through crowdfunding by developing a novel construct for social capital, latent network capital. We provide original empirical evidence based on 985 projects hosted on Kiva, a platform reaching 3.7 million borrowers, 81 % of them women, assessing how the interplay between latent network capital and the gender of a project proposer affects the amount of funds raised. To this aim, we develop the notion of a latent network whereby two projects are linked if they share a funder, as they both benefit from the visibility of the funder, signalling confidence in them. We capture a project's latent network capital through the project's centrality within this latent network, finding that the latent network capital elasticity of the amount of funds raised, while remaining positive, is lower for women-led projects than for male-led ones extending any pre-existing projects' gender gap.

Suggested Citation

  • Davies, William Edmund & Giovannetti, Emanuele, 2022. "Latent network capital and gender in crowdfunding: Evidence from the Kiva platform," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  • Handle: RePEc:eee:tefoso:v:182:y:2022:i:c:s0040162522003894
    DOI: 10.1016/j.techfore.2022.121865
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    1. Wessel, Michael & Thies, Ferdinand & Benlian, Alexander, 2017. "Opening the floodgates: the implications of increasing platform openness in crowdfunding," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 109637, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    2. 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.
    3. Ali Mohammadi & Kourosh Shafi, 2018. "Gender differences in the contribution patterns of equity-crowdfunding investors," Small Business Economics, Springer, vol. 50(2), pages 275-287, February.
    4. Todd W. Moss & Donald O. Neubaum & Moriah Meyskens, 2015. "The Effect of Virtuous and Entrepreneurial Orientations on Microfinance Lending and Repayment: A Signaling Theory Perspective," Entrepreneurship Theory and Practice, , vol. 39(1), pages 27-52, January.
    5. Stephen A. Ross, 1977. "The Determination of Financial Structure: The Incentive-Signalling Approach," Bell Journal of Economics, The RAND Corporation, vol. 8(1), pages 23-40, Spring.
    6. Paul Belleflamme & Thomas Lambert & Armin Schwienbacher, 2013. "Individual crowdfunding practices," Venture Capital, Taylor & Francis Journals, vol. 15(4), pages 313-333, October.
    7. Wessel, Michael & Thies, Ferdinand & Benlian, Alexander, 2017. "Opening the floodgates: the implications of increasing platform openness in crowdfunding," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 87237, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    8. Kim, Phillip H. & Aldrich, Howard E., 2005. "Social Capital and Entrepreneurship," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 1(2), pages 55-104, June.
    9. Farhoud, Mohamed & Shah, Sheeza & Stenholm, Pekka & Kibler, Ewald & Renko, Maija & Terjesen, Siri, 2021. "Social enterprise crowdfunding in an acute crisis," Journal of Business Venturing Insights, Elsevier, vol. 15(C).
    10. Mollick, Ethan, 2014. "The dynamics of crowdfunding: An exploratory study," Journal of Business Venturing, Elsevier, vol. 29(1), pages 1-16.
    11. Gorton, Gary & Winton, Andrew, 2003. "Financial intermediation," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 8, pages 431-552, Elsevier.
    12. Aaron H. Anglin & Jeremy C. Short & David J. Ketchen Jr. & Thomas H. Allison & Aaron F. McKenny, 2020. "Third-Party Signals in Crowdfunded Microfinance: The Role of Microfinance Institutions," Entrepreneurship Theory and Practice, , vol. 44(4), pages 623-644, July.
    13. Thomas H. Allison & Blakley C. Davis & Jeremy C. Short & Justin W. Webb, 2015. "Crowdfunding in a Prosocial Microlending Environment: Examining the Role of Intrinsic versus Extrinsic Cues," Entrepreneurship Theory and Practice, , vol. 39(1), pages 53-73, January.
    14. Eiteneyer, Nils & Bendig, David & Brettel, Malte, 2019. "Social capital and the digital crowd: Involving backers to promote new product innovativeness," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    15. 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.
    16. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    17. Westlund, Hans & Bolton, Roger, 2003. "Local Social Capital and Entrepreneurship," Small Business Economics, Springer, vol. 21(2), pages 77-113, September.
    18. Roma, Paolo & Vasi, Maria & Kolympiris, Christos, 2021. "On the signaling effect of reward-based crowdfunding: (When) do later stage venture capitalists rely more on the crowd than their peers?," Research Policy, Elsevier, vol. 50(6).
    19. Ethan Mollick & Ramana Nanda, 2016. "Wisdom or Madness? Comparing Crowds with Expert Evaluation in Funding the Arts," Management Science, INFORMS, vol. 62(6), pages 1533-1553, June.
    20. Caleb Gallemore & Kristian Roed Nielsen & Kristjan Jespersen, 2019. "The uneven geography of crowdfunding success: Spatial capital on Indiegogo," Environment and Planning A, , vol. 51(6), pages 1389-1406, September.
    21. Boudreau, Kevin J. & Jeppesen, Lars Bo & Reichstein, Toke & Rullani, Francesco, 2021. "Crowdfunding as Donations to Entrepreneurial Firms," Research Policy, Elsevier, vol. 50(7).
    22. Garry Bruton & Susanna Khavul & Donald Siegel & Mike Wright, 2015. "New Financial Alternatives in Seeding Entrepreneurship: Microfinance, Crowdfunding, and Peer–to–Peer Innovations," Entrepreneurship Theory and Practice, , vol. 39(1), pages 9-26, January.
    23. Miglo Anton, 2021. "Crowdfunding Under Market Feedback, Asymmetric Information And Overconfident Entrepreneur," Entrepreneurship Research Journal, De Gruyter, vol. 11(4), pages 1-19, October.
    24. Robert Huggins & Andrew Johnston & Piers Thompson, 2012. "Network Capital, Social Capital and Knowledge Flow: How the Nature of Inter-organizational Networks Impacts on Innovation," Industry and Innovation, Taylor & Francis Journals, vol. 19(3), pages 203-232, April.
    25. Messeni Petruzzelli, Antonio & Natalicchio, Angelo & Panniello, Umberto & Roma, Paolo, 2019. "Understanding the crowdfunding phenomenon and its implications for sustainability," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 138-148.
    26. Jan Janku & Zuzana Kucerova, 2018. "Successful Crowdfunding Campaigns: The Role of Project Specifics, Competition and Founders’ Experience," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 68(4), pages 351-373, September.
    27. Endrit Kromidha & Paul Robson, 2016. "Social identity and signalling success factors in online crowdfunding," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 28(9-10), pages 605-629, October.
    28. Vincenzo Butticè & Massimo G. Colombo & Mike Wright, 2017. "Serial Crowdfunding, Social Capital, and Project Success," Entrepreneurship Theory and Practice, , vol. 41(2), pages 183-207, March.
    29. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    30. Stanko, Michael A. & Henard, David H., 2017. "Toward a better understanding of crowdfunding, openness and the consequences for innovation," Research Policy, Elsevier, vol. 46(4), pages 784-798.
    31. Goran Calic & Elaine Mosakowski, 2016. "Kicking Off Social Entrepreneurship: How A Sustainability Orientation Influences Crowdfunding Success," Journal of Management Studies, Wiley Blackwell, vol. 53(5), pages 738-767, July.
    32. Davies, William E. & Giovannetti, Emanuele, 2018. "Signalling experience & reciprocity to temper asymmetric information in crowdfunding evidence from 10,000 projects," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 118-131.
    33. Silvio Vismara, 2016. "Equity retention and social network theory in equity crowdfunding," Small Business Economics, Springer, vol. 46(4), pages 579-590, April.
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    Cited by:

    1. Giovannetti, Emanuele & Siciliani, Paolo, 2023. "Platform Competition and Incumbency Advantage under Heterogeneous Lock-in effects," Information Economics and Policy, Elsevier, vol. 63(C).

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