[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/cor/louvco/2019014.html
   My bibliography  Save this paper

Crowdfunding dynamics

Author

Listed:
  • BELLEFLAMME Paul,

    (Université catholique de Louvain)

  • LAMBERT Thomas,

    (Rotterdam School of Management)

  • SCHWIENBACHER Armin,

    (Université Côte d’Azur, Euralille)

Abstract
Various forms of social learning and network effects are at work on crowdfunding platforms, giving rise to informational and payoff externalities. We use novel entrepreneur-backer data to study how these externalities shape funding dynamics, within and across projects. We find that backers decide to back a particular project based on past contributions not only to that project - as documented by prior work - but also to other contemporaneous projects - a novel result. Our difference-in-differences estimates indicate that such ‘cross-project funding dynamics’ account for 4-5% in the increase of contributions that projects generate on a daily basis. We show that recurrent backers are the main transmission channel of cross-project funding dynamics: by initiating social learning about project existence and quality, recurrent backers encourage future funding by other backers. Our results demonstrate that even though contemporaneous projects compete for funding, they jointly benefit from their common presence on the platform. We finally show that these crowdfunding dynamics stir platform growth, with important consequences for competition among platforms.

Suggested Citation

  • BELLEFLAMME Paul, & LAMBERT Thomas, & SCHWIENBACHER Armin,, 2019. "Crowdfunding dynamics," LIDAM Discussion Papers CORE 2019014, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    • Handle: RePEc:cor:louvco:2019014
    as

    Download full text from publisher

    File URL: https://sites.uclouvain.be/core/publications/coredp/coredp2019.html
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Mathias Drehmann & Jörg Oechssler & Andreas Roider, 2005. "Herding and Contrarian Behavior in Financial Markets: An Internet Experiment," American Economic Review, American Economic Association, vol. 95(5), pages 1403-1426, December.
    2. Luis C. Corchón & Marco A. Marini (ed.), 2018. "Handbook of Game Theory and Industrial Organization, Volume II," Books, Edward Elgar Publishing, number 17978.
    3. Junhong Chu & Puneet Manchanda, 2016. "Quantifying Cross and Direct Network Effects in Online Consumer-to-Consumer Platforms," Marketing Science, INFORMS, vol. 35(6), pages 870-893, November.
    4. Belleflamme, Paul & Omrani, Nessrine & Peitz, Martin, 2015. "The economics of crowdfunding platforms," Information Economics and Policy, Elsevier, vol. 33(C), pages 11-28.
    5. Sarah Smith & Frank Windmeijer & Edmund Wright, 2015. "Peer Effects in Charitable Giving: Evidence from the (Running) Field," Economic Journal, Royal Economic Society, vol. 125(585), pages 1053-1071, June.
    6. Zvilichovsky, David & Danziger, Shai & Steinhart, Yael, 2018. "Making-the-Product-Happen: A Driver of Crowdfunding Participation," Journal of Interactive Marketing, Elsevier, vol. 41(C), pages 81-93.
    7. Thies, Ferdinand & Wessel, Michael & Benlian, Alexander, 2018. "Network Effects on Crowdfunding Platforms: Exploring the Implications of Relaxing Input Control," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 108635, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    8. Gordon Burtch & Anindya Ghose & Sunil Wattal, 2015. "The Hidden Cost of Accommodating Crowdfunder Privacy Preferences: A Randomized Field Experiment," Management Science, INFORMS, vol. 61(5), pages 949-962, May.
    9. 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.
    10. Sokullu, Senay, 2016. "Network effects in the German magazine industry," Economics Letters, Elsevier, vol. 143(C), pages 77-79.
    11. Jeffrey Rohlfs, 1974. "A Theory of Interdependent Demand for a Communications Service," Bell Journal of Economics, The RAND Corporation, vol. 5(1), pages 16-37, Spring.
    12. Javier Alvarez & Manuel Arellano, 2003. "The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators," Econometrica, Econometric Society, vol. 71(4), pages 1121-1159, July.
    13. Douglas Cumming & Lars Hornuf (ed.), 2018. "The Economics of Crowdfunding," Springer Books, Springer, number 978-3-319-66119-3, January.
    14. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    15. Luis C. Corchón & Marco A. Marini (ed.), 2018. "Handbook of Game Theory and Industrial Organization, Volume I," Books, Edward Elgar Publishing, number 16873.
    16. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    17. Kenneth C. Wilbur, 2008. "A Two-Sided, Empirical Model of Television Advertising and Viewing Markets," Marketing Science, INFORMS, vol. 27(3), pages 356-378, 05-06.
    18. Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 1998. "Learning from the Behavior of Others: Conformity, Fads, and Informational Cascades," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 151-170, Summer.
    19. Gilles Chemla & Katrin Tinn, 2020. "Learning Through Crowdfunding," Management Science, INFORMS, vol. 66(5), pages 1783-1801, May.
    20. Markus Mobius & Tanya Rosenblat, 2014. "Social Learning in Economics," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 827-847, August.
    21. Arieli, Itai, 2017. "Payoff externalities and social learning," Games and Economic Behavior, Elsevier, vol. 104(C), pages 392-410.
    22. Marini, Marco A. & Corchon, Luis, 2016. "Handbook of Game Theory and Industrial Organization: An Introduction," MPRA Paper 77169, University Library of Munich, Germany.
    23. Kuppuswamy, Venkat & Bayus, Barry L., 2017. "Does my contribution to your crowdfunding project matter?," Journal of Business Venturing, Elsevier, vol. 32(1), pages 72-89.
    24. Roland Strausz, 2017. "A Theory of Crowdfunding: A Mechanism Design Approach with Demand Uncertainty and Moral Hazard," American Economic Review, American Economic Association, vol. 107(6), pages 1430-1476, June.
    25. Corchon, Luis & Marini, Marco A., 2017. "Handbook of Game Theory and Industrial Organization, Volume I: Theory. An Introduction," MPRA Paper 81443, University Library of Munich, Germany.
    26. David Bounie & Abel François & Leo Van Hove, 2017. "Consumer Payment Preferences, Network Externalities, and Merchant Card Acceptance: An Empirical Investigation," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 51(3), pages 257-290, November.
    27. Andrei Hagiu & Julian Wright, 2019. "Controlling vs. Enabling," Management Science, INFORMS, vol. 65(2), pages 577-595, February.
    28. Zhuoxin Li & Jason A. Duan, 2014. "Dynamic Strategies for Successful Online Crowdfunding," Working Papers 14-09, NET Institute.
    29. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    30. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    31. Viotto da Cruz, Jordana, 2018. "Beyond financing: crowdfunding as an informational mechanism," Journal of Business Venturing, Elsevier, vol. 33(3), pages 371-393.
    32. Strausz, Roland, 2017. "A Theory of Crowdfunding," Rationality and Competition Discussion Paper Series 2, CRC TRR 190 Rationality and Competition.
    33. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    34. Mollick, Ethan, 2014. "The dynamics of crowdfunding: An exploratory study," Journal of Business Venturing, Elsevier, vol. 29(1), pages 1-16.
    35. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Aurélien Petit & Peter Wirtz, 2022. "Experts in the crowd and their influence on herding in reward-based crowdfunding of cultural projects," Small Business Economics, Springer, vol. 58(1), pages 419-449, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Philipp B. Cornelius & Bilal Gokpinar, 2020. "The Role of Customer Investor Involvement in Crowdfunding Success," Management Science, INFORMS, vol. 66(1), pages 452-472, January.
    2. Boudreau, Kevin J. & Jeppesen, Lars Bo & Reichstein, Toke & Rullani, Francesco, 2021. "Crowdfunding as Donations to Entrepreneurial Firms," Research Policy, Elsevier, vol. 50(7).
    3. Christian Handke & Carolina Dalla Chiesa, 2022. "The art of crowdfunding arts and innovation: the cultural economic perspective," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 46(2), pages 249-284, June.
    4. Thomas Stebro & Manuel Fernnndez Sierra & Stefano Lovo & Nir Vulkan, 2017. "Herding in Equity Crowdfunding," Working Papers hal-01970724, HAL.
    5. Saul Estrin & Susanna Khavul & Mike Wright, 2022. "Soft and hard information in equity crowdfunding: network effects in the digitalization of entrepreneurial finance," Small Business Economics, Springer, vol. 58(4), pages 1761-1781, April.
    6. Nguyen, Thang & Cox, Joe & Rich, Judy, 2019. "Invest or regret? An empirical investigation into funding dynamics during the final days of equity crowdfunding campaigns," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 784-803.
    7. Crosetto, Paolo & Regner, Tobias, 2018. "It's never too late: Funding dynamics and self pledges in reward-based crowdfunding," Research Policy, Elsevier, vol. 47(8), pages 1463-1477.
    8. Tian, Xin & Song, Yan & Luo, Chunlin & Zhou, Xiaoyang & Lev, Benjamin, 2021. "Herding behavior in supplier innovation crowdfunding: Evidence from Kickstarter," International Journal of Production Economics, Elsevier, vol. 239(C).
    9. Yan Lin & Wai Fong Boh, 2020. "How different Are crowdfunders? Examining archetypes of crowdfunders," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 71(11), pages 1357-1370, November.
    10. Aurélien Petit & Peter Wirtz, 2022. "Experts in the crowd and their influence on herding in reward-based crowdfunding of cultural projects," Small Business Economics, Springer, vol. 58(1), pages 419-449, January.
    11. Xu, Yang & Zhou, Qiang & Wang, Xu, 2023. "Joint price and quality optimization strategy in crowdfunding campaign," International Journal of Production Economics, Elsevier, vol. 263(C).
    12. Svatopluk Kapounek & Zuzana Kucerová, 2019. "Overfunding and Signaling Effects of Herding Behavior in Crowdfunding," CESifo Working Paper Series 7973, CESifo.
    13. Nikolaus Lipusch & Dominik Dellermann & Ulrich Bretschneider & Philipp Ebel & Jan Marco Leimeister, 2020. "Designing for Crowdfunding Co-creation," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 62(6), pages 483-499, December.
    14. Lin, Tse-Chun & Pursiainen, Vesa, 2022. "Regional social capital and moral hazard in crowdfunding," Journal of Business Venturing, Elsevier, vol. 37(4).
    15. Felipe, Israel José dos Santos & Mendes-Da-Silva, Wesley & Leal, Cristiana Cerqueira & Braun Santos, Danilo, 2022. "Reward crowdfunding campaigns: Time-to-success analysis," Journal of Business Research, Elsevier, vol. 138(C), pages 214-228.
    16. Kaminski, Jermain & Hopp, Christian & Tykvová, Tereza, 2019. "New technology assessment in entrepreneurial financing – Does crowdfunding predict venture capital investments?," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 287-302.
    17. Wei, Ju & Gong, Xiaomin & Cao, Xiao, 2024. "Operational analysis of crowdfunding on business: A perspective of product competition," International Review of Financial Analysis, Elsevier, vol. 93(C).
    18. Sha Zhou & Tao Ma & Zhengchi Liu, 2021. "Crowdfunding as a screener for collective investment," Electronic Commerce Research, Springer, vol. 21(1), pages 195-221, March.
    19. Bender, Mark & Gal-Or, Esther & Geylani, Tansev, 2019. "Crowdfunding As a Vehicle for Raising Capital and for Price Discrimination," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 1-19.
    20. Viotto da Cruz, Jordana, 2018. "Beyond financing: crowdfunding as an informational mechanism," Journal of Business Venturing, Elsevier, vol. 33(3), pages 371-393.

    More about this item

    Keywords

    crowdfunding; digital platforms; FinTech; network effects; social learning;
    All these keywords.

    JEL classification:

    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cor:louvco:2019014. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Alain GILLIS (email available below). General contact details of provider: https://edirc.repec.org/data/coreebe.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.