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A Theory of Crowdfunding Dynamics

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  • Matthew Ellman
  • Michele Fabi

Abstract

This paper develops a dynamic model of crowdfunding to characterize success rates and welfare and to identify optimal transparency and design policies. We also characterize average bidding profiles. Bidding costs generate two dynamic forces: (1) decreasing pivotality, driven by reduced scope for strategic complementarity as the deadline nears, pushes the slope downwards; (2) a news effect from observed bidding further pushes the slope downwards for concave cost distributions, but upwards for convex costs. These effects can explain prominent bidding patterns. Non-disclosure of funding progress yields higher welfare than full transparency given homogeneous costs. However, cost heterogeneity favours disclosure by enabling early bidders to activate otherwise passive, higher cost bidders. We also investigate the tradeoff between raising prices and thresholds and we demonstrate success and welfare gains from the indirect dynamic pricing permitted by current platforms.

Suggested Citation

  • Matthew Ellman & Michele Fabi, 2022. "A Theory of Crowdfunding Dynamics," Working Papers 1349, Barcelona School of Economics.
  • Handle: RePEc:bge:wpaper:1349
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    References listed on IDEAS

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    1. 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.
    2. Anat R. Admati & Motty Perry, 1991. "Joint Projects without Commitment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 259-276.
    3. Gilles Chemla & Katrin Tinn, 2020. "Learning Through Crowdfunding," Management Science, INFORMS, vol. 66(5), pages 1783-1801, May.
    4. 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.
    5. Ellman, Matthew & Hurkens, Sjaak, 2019. "Optimal crowdfunding design," Journal of Economic Theory, Elsevier, vol. 184(C).
    6. Mollick, Ethan, 2014. "The dynamics of crowdfunding: An exploratory study," Journal of Business Venturing, Elsevier, vol. 29(1), pages 1-16.
    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. Jen-Wen Chang, 2020. "The Economics of Crowdfunding," American Economic Journal: Microeconomics, American Economic Association, vol. 12(2), pages 257-280, May.
    9. Fan-Osuala, Onochie & Zantedeschi, Daniel & Jank, Wolfgang, 2018. "Using past contribution patterns to forecast fundraising outcomes in crowdfunding," International Journal of Forecasting, Elsevier, vol. 34(1), pages 30-44.
    10. David C Brown & Shaun William Davies & Itay Goldstein, 2020. "Financing Efficiency of Securities-Based Crowdfunding," The Review of Financial Studies, Society for Financial Studies, vol. 33(9), pages 3975-4023.
    11. Ellman, Matthew & Hurkens, Sjaak, 2019. "Fraud tolerance in optimal crowdfunding," Economics Letters, Elsevier, vol. 181(C), pages 11-16.
    12. Roger B. Myerson, 1998. "Population uncertainty and Poisson games," International Journal of Game Theory, Springer;Game Theory Society, vol. 27(3), pages 375-392.
    13. Andreoni, James, 1990. "Impure Altruism and Donations to Public Goods: A Theory of Warm-Glow Giving?," Economic Journal, Royal Economic Society, vol. 100(401), pages 464-477, June.
    14. Joyee Deb & Aniko Oery & Kevin R. Williams, 2018. "Aiming for the Goal: Contribution Dynamics of Crowdfunding," Cowles Foundation Discussion Papers 2149R, Cowles Foundation for Research in Economics, Yale University, revised Jan 2021.
    15. 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.
    16. Ajay K. Agrawal & Christian Catalini & Avi Goldfarb, 2011. "The Geography of Crowdfunding," NBER Working Papers 16820, National Bureau of Economic Research, Inc.
    17. Strausz, Roland, 2017. "A Theory of Crowdfunding," Rationality and Competition Discussion Paper Series 2, CRC TRR 190 Rationality and Competition.
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    Cited by:

    1. Joyee Deb & Aniko Oery & Kevin R. Williams, 2018. "Aiming for the Goal: Contribution Dynamics of Crowdfunding," Cowles Foundation Discussion Papers 2149R2, Cowles Foundation for Research in Economics, Yale University, revised Feb 2023.

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    More about this item

    Keywords

    crowdfunding dynamics; subscription games; information acquisition; pivotality; strategic complementarity; disclosure rules;
    All these keywords.

    JEL classification:

    • D26 - Microeconomics - - Production and Organizations - - - Crowd-Based Firms
    • C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
    • L12 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Monopoly; Monopolization Strategies
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups

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