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The role of information signals in determining crowdfunding outcomes

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  • Kim, Jin-Hyuk
  • Newberry, Peter
  • Qiu, Calvin

Abstract

Crowdfunding platforms often display information signals about the funding activity of a project throughout the fundraising campaign. We assess the impact of two of these signals, the progress towards the project’s funding goal and the current number of backers, on project-level funding outcomes. Estimating a discrete-choice model of backer behavior and then conducting simulations under alternative information regimes, we find that, for both content-oriented (Film, Music, and Publishing) and product-oriented (Games, Technology, and Design) projects, the number of backers increases with the funding status and the backer volume. The difference between the two project types is that the number of backers decreases for content-oriented projects that have already reached their funding goal, while product-oriented projects see an increase in the number of backers after reaching the goal. Because of this, displaying the funding status information decreases (increases) the number of product (content)-oriented projects that are successfully funded.

Suggested Citation

  • Kim, Jin-Hyuk & Newberry, Peter & Qiu, Calvin, 2022. "The role of information signals in determining crowdfunding outcomes," Journal of Empirical Finance, Elsevier, vol. 67(C), pages 168-181.
  • Handle: RePEc:eee:empfin:v:67:y:2022:i:c:p:168-181
    DOI: 10.1016/j.jempfin.2022.03.006
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    1. Giancarlo Giudici & Massimiliano Guerini & Cristina Rossi-Lamastra, 2018. "Reward-based crowdfunding of entrepreneurial projects: the effect of local altruism and localized social capital on proponents’ success," Small Business Economics, Springer, vol. 50(2), pages 307-324, February.
    2. Astebro, Thomas B. & Lovo, Stefano & Fernandez Sierra, Manuel & Vulkan, Nir, 2017. "Herding in Equity Crowdfunding," HEC Research Papers Series 1245, HEC Paris, revised 04 Jun 2018.
    3. 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.
    4. Douglas J. Cumming & Gaël Leboeuf & Armin Schwienbacher, 2020. "Crowdfunding models: Keep‐It‐All vs. All‐Or‐Nothing," Financial Management, Financial Management Association International, vol. 49(2), pages 331-360, June.
    5. 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.
    6. Gilles Chemla & Katrin Tinn, 2020. "Learning Through Crowdfunding," Management Science, INFORMS, vol. 66(5), pages 1783-1801, May.
    7. 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.
    8. Mingfeng Lin & Siva Viswanathan, 2016. "Home Bias in Online Investments: An Empirical Study of an Online Crowdfunding Market," Management Science, INFORMS, vol. 62(5), pages 1393-1414, May.
    9. Ellman, Matthew & Hurkens, Sjaak, 2019. "Optimal crowdfunding design," Journal of Economic Theory, Elsevier, vol. 184(C).
    10. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    11. Herzenstein, Michal & Dholakia, Utpal M. & Andrews, Rick L., 2011. "Strategic Herding Behavior in Peer-to-Peer Loan Auctions," Journal of Interactive Marketing, Elsevier, vol. 25(1), pages 27-36.
    12. Robin S. Lee, 2013. "Vertical Integration and Exclusivity in Platform and Two-Sided Markets," American Economic Review, American Economic Association, vol. 103(7), pages 2960-3000, December.
    13. Christina Guenther & Sofia Johan & Denis Schweizer, 2018. "Is the crowd sensitive to distance?—how investment decisions differ by investor type," Small Business Economics, Springer, vol. 50(2), pages 289-305, February.
    14. Freedman, Seth & Jin, Ginger Zhe, 2017. "The information value of online social networks: Lessons from peer-to-peer lending," International Journal of Industrial Organization, Elsevier, vol. 51(C), pages 185-222.
    15. Silvio Vismara, 2018. "Information Cascades among Investors in Equity Crowdfunding," Entrepreneurship Theory and Practice, , vol. 42(3), pages 467-497, May.
    16. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    17. Douglas Cumming & Lars Hornuf (ed.), 2018. "The Economics of Crowdfunding," Springer Books, Springer, number 978-3-319-66119-3, September.
    18. Andreoni, James, 1989. "Giving with Impure Altruism: Applications to Charity and Ricardian Equivalence," Journal of Political Economy, University of Chicago Press, vol. 97(6), pages 1447-1458, December.
    19. Astebro, Thomas B. & Lovo, Stefano & Fernandez Sierra, Manuel & Vulkan, Nir, 2017. "Herding in Equity Crowdfunding," HEC Research Papers Series 1245, HEC Paris, revised 04 Jun 2018.
    20. Hornuf, Lars & Schwienbacher, Armin, 2018. "Market mechanisms and funding dynamics in equity crowdfunding," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 556-574.
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    More about this item

    Keywords

    Crowdfunding; Information; Herding; Platform;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

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