IDEAS home Printed from https://ideas.repec.org/a/eee/beexfi/v30y2021ics2214635021000502.html
   My bibliography  Save this article

Do multiple competing offerings on a crowdfunding platform influence investment behavior?

Author

Listed:
  • Ferretti, Riccardo
  • Venturelli, Valeria
  • Pedrazzoli, Alessia

Abstract

The aim of this study is to investigate crowd investor behavior when competing offerings are simultaneously published on an online platform. The behaviors explored are choice avoidance, the 1/n heuristic, and herding, which can be influenced by the number of concurrent offerings. This analysis is based on a sample of 2,592 investors that have participated in 50 campaigns on an Italian equity crowdfunding platform between 2016 and 2018. We find that the presence of competing offerings influences the amount invested and, to a lesser extent, the investment decision, while the exposure to heuristics varies among investors’ profiles. Moreover, selectors and serial investors are those with a lower exposure to heuristics, whereas early and late investors are subject to herding when multiple campaigns are published on a platform. This study has implications for entrepreneurs and platform managers in terms of crowdfunding portal selection and information design.

Suggested Citation

  • Ferretti, Riccardo & Venturelli, Valeria & Pedrazzoli, Alessia, 2021. "Do multiple competing offerings on a crowdfunding platform influence investment behavior?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 30(C).
  • Handle: RePEc:eee:beexfi:v:30:y:2021:i:c:s2214635021000502
    DOI: 10.1016/j.jbef.2021.100506
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2214635021000502
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jbef.2021.100506?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Zaggl, Michael A. & Block, Joern, 2019. "Do small funding amounts lead to reverse herding? A field experiment in reward-based crowdfunding," Journal of Business Venturing Insights, Elsevier, vol. 12(C).
    3. Parker, Simon C., 2014. "Crowdfunding, cascades and informed investors," Economics Letters, Elsevier, vol. 125(3), pages 432-435.
    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. Johannes Wallmeroth, 2019. "Investor behavior in equity crowdfunding," Post-Print hal-02420879, HAL.
    6. Margarida Abreu & Victor Mendes, 2010. "Financial literacy and portfolio diversification," Quantitative Finance, Taylor & Francis Journals, vol. 10(5), pages 515-528.
    7. 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.
    8. Lei Feng & Mark Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, Springer, vol. 9(3), pages 305-351, September.
    9. Paul Belleflamme & Martin Peitz, 2020. "Ratings, reviews and recommendations," LIDAM Reprints CORE 3076, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    10. Valeria Venturelli & Alessia Pedrazzoli & Giovanni Gallo, 2020. "Birds of a Feather Flock Together: The Inclusive Effect of Similarity Patterns in Equity Crowdfunding," Sustainability, MDPI, vol. 12(9), pages 1-24, April.
    11. William N. Goetzmann & Alok Kumar, 2008. "Equity Portfolio Diversification," Review of Finance, European Finance Association, vol. 12(3), pages 433-463.
    12. Cumming, Douglas & Groh, Alexander Peter, 2018. "Entrepreneurial finance: Unifying themes and future directions," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 538-555.
    13. 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.
    14. 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.
    15. French, Kenneth R & Poterba, James M, 1991. "Investor Diversification and International Equity Markets," American Economic Review, American Economic Association, vol. 81(2), pages 222-226, May.
    16. John R. Graham & Campbell R. Harvey & Hai Huang, 2009. "Investor Competence, Trading Frequency, and Home Bias," Management Science, INFORMS, vol. 55(7), pages 1094-1106, July.
    17. 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.
    18. Thies, Ferdinand & Wessel, Michael & Benlian, Alexander, 2014. "Understanding the Dynamic Interplay of Social Buzz and Contribution Behavior within and between Online Platforms – Evidence from Crowdfunding," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 66131, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    19. Luce, Mary Frances, 1998. "Choosing to Avoid: Coping with Negatively Emotion-Laden Consumer Decisions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(4), pages 409-433, March.
    20. Lei Feng & Mark S. Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, European Finance Association, vol. 9(3), pages 305-351.
    21. Wang, Wanxin & Mahmood, Ammara & Sismeiro, Catarina & Vulkan, Nir, 2019. "The evolution of equity crowdfunding: Insights from co-investments of angels and the crowd," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    22. Gregor Dorfleitner & Lars Hornuf & Martina Weber, 2018. "Paralyzed by Shock: The Portfolio Formation Behavior of Peer-to-Business Lending Investors," CESifo Working Paper Series 7092, CESifo.
    23. Fabrice Hervé & Elodie Manthé & Aurélie Sannajust & Armin Schwienbacher, 2019. "Determinants of individual investment decisions in investment‐based crowdfunding," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 46(5-6), pages 762-783, May.
    24. Charlotte Christiansen & Juanna Schröter Joensen & Jesper Rangvid, 2008. "Are Economists More Likely to Hold Stocks?," Review of Finance, European Finance Association, vol. 12(3), pages 465-496.
    25. Estrin, Saul & Gozman, Daniel & Khavul, Susanna, 2018. "The evolution and adoption of equity crowdfunding: entrepreneur and investor entry into a new market," LSE Research Online Documents on Economics 87351, London School of Economics and Political Science, LSE Library.
    26. Andreas Hoegen & Dennis M. Steininger & Daniel Veit, 2018. "How do investors decide? An interdisciplinary review of decision-making in crowdfunding," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 339-365, August.
    27. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2014. "Some Simple Economics of Crowdfunding," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 63-97.
    28. Johannes Wallmeroth, 2019. "Investor behavior in equity crowdfunding," Venture Capital, Taylor & Francis Journals, vol. 21(2-3), pages 273-300, July.
    29. 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.
    30. Gordon Burtch & Anindya Ghose & Sunil Wattal, 2013. "An Empirical Examination of the Antecedents and Consequences of Contribution Patterns in Crowd-Funded Markets," Information Systems Research, INFORMS, vol. 24(3), pages 499-519, September.
    31. Gur Huberman & Wei Jiang, 2006. "Offering versus Choice in 401(k) Plans: Equity Exposure and Number of Funds," Journal of Finance, American Finance Association, vol. 61(2), pages 763-801, April.
    32. Hornuf, Lars & Schwienbacher, Armin, 2018. "Market mechanisms and funding dynamics in equity crowdfunding," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 556-574.
    33. , & ,, 2006. "A model of choice from lists," Theoretical Economics, Econometric Society, vol. 1(1), pages 3-17, March.
    34. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    35. Vulkan, Nir & Åstebro, Thomas & Sierra, Manuel Fernandez, 2016. "Equity crowdfunding: A new phenomena," Journal of Business Venturing Insights, Elsevier, vol. 5(C), pages 37-49.
    36. Brett A. White & John Dumay, 2017. "Business angels: a research review and new agenda," Venture Capital, Taylor & Francis Journals, vol. 19(3), pages 183-216, July.
    37. Douglas Cumming & Sofia Johan, 2013. "Demand-driven securities regulation: evidence from crowdfunding," Venture Capital, Taylor & Francis Journals, vol. 15(4), pages 361-379, October.
    38. Kimberly M. Sawers, 2005. "Evidence of Choice Avoidance in Capital†Investment Judgements," Contemporary Accounting Research, John Wiley & Sons, vol. 22(4), pages 1063-1092, December.
    39. 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.
    40. Magdalena Cholakova & Bart Clarysse, 2015. "Does the Possibility to Make Equity Investments in Crowdfunding Projects Crowd Out Reward–Based Investments?," Entrepreneurship Theory and Practice, , vol. 39(1), pages 145-172, January.
    41. 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.
    42. Cumming, Douglas & Meoli, Michele & Vismara, Silvio, 2019. "Investors’ choices between cash and voting rights: Evidence from dual-class equity crowdfunding," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    43. Johannes Wallmeroth, 2019. "Investor behavior in equity crowdfunding," Post-Print hal-02312242, HAL.
    44. 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.
    45. Alok Kumar, 2009. "Who Gambles in the Stock Market?," Journal of Finance, American Finance Association, vol. 64(4), pages 1889-1933, August.
    46. Saul Estrin & Daniel Gozman & Susanna Khavul, 2018. "The evolution and adoption of equity crowdfunding: entrepreneur and investor entry into a new market," Small Business Economics, Springer, vol. 51(2), pages 425-439, August.
    47. Lars Hornuf & Matthias Schmitt & Eliza Stenzhorn, 2020. "Does a Local Bias Exist in Equity Crowdfunding?," CESifo Working Paper Series 8154, CESifo.
    48. Greenleaf, Eric A & Lehmann, Donald R, 1995. "Reasons for Substantial Delay in Consumer Decision Making," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 22(2), pages 186-199, September.
    49. Kimberly Moreno & Thomas Kida & James F. Smith, 2002. "The Impact of Affective Reactions on Risky Decision Making in Accounting Contexts," Journal of Accounting Research, Wiley Blackwell, vol. 40(5), pages 1331-1349, December.
    50. Silvio Vismara, 2016. "Equity retention and social network theory in equity crowdfunding," Small Business Economics, Springer, vol. 46(4), pages 579-590, April.
    51. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    52. Valeria Venturelli & Alessia Pedrazzoli & Elisabetta Gualandri, 2019. "From Seeker Side to Investor Side: Gender Dynamics in UK Equity Crowdfunding Investments," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Elisabetta Gualandri & Valeria Venturelli & Alex Sclip (ed.), Frontier Topics in Banking, chapter 0, pages 97-115, Palgrave Macmillan.
    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. Kumar, Satish & Rao, Sandeep & Goyal, Kirti & Goyal, Nisha, 2022. "Journal of Behavioral and Experimental Finance: A bibliometric overview," Journal of Behavioral and Experimental Finance, Elsevier, vol. 34(C).

    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. Lars Hornuf & Matthias Schmitt & Eliza Stenzhorn, 2022. "The local bias in equity crowdfunding: Behavioral anomaly or rational preference?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(3), pages 693-733, August.
    2. 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.
    3. Marco Bade & Martin Walther, 2021. "Local preferences and the allocation of attention in equity-based crowdfunding," Review of Managerial Science, Springer, vol. 15(8), pages 2501-2533, November.
    4. Kazem Mochkabadi & Christine K. Volkmann, 2020. "Equity crowdfunding: a systematic review of the literature," Small Business Economics, Springer, vol. 54(1), pages 75-118, January.
    5. Borello, Giuliana & De Crescenzo, Veronica & Pichler, Flavio, 2019. "Factors for success in European crowdinvesting," Journal of Economics and Business, Elsevier, vol. 106(C).
    6. Maximilian Goethner & Sebastian Luettig & Tobias Regner, 2021. "Crowdinvesting in entrepreneurial projects: disentangling patterns of investor behavior," Small Business Economics, Springer, vol. 57(2), pages 905-926, August.
    7. Coakley, Jerry & Lazos, Aristogenis & Liñares-Zegarra, José M., 2022. "Seasoned equity crowdfunded offerings," Journal of Corporate Finance, Elsevier, vol. 77(C).
    8. Goethner, Maximilian & Hornuf, Lars & Regner, Tobias, 2021. "Protecting investors in equity crowdfunding: An empirical analysis of the small investor protection act," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    9. 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.
    10. Boudreau, Kevin J. & Jeppesen, Lars Bo & Reichstein, Toke & Rullani, Francesco, 2021. "Crowdfunding as Donations to Entrepreneurial Firms," Research Policy, Elsevier, vol. 50(7).
    11. Lukkarinen, Anna & Schwienbacher, Armin, 2023. "Secondary market listings in equity crowdfunding: The missing link?," Research Policy, Elsevier, vol. 52(1).
    12. 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.
    13. Cristina Martínez-Gómez & Francisca Jiménez-Jiménez & M. Virtudes Alba-Fernández, 2020. "Determinants of Overfunding in Equity Crowdfunding: An Empirical Study in the UK and Spain," Sustainability, MDPI, vol. 12(23), pages 1-29, December.
    14. Andreas Hoegen & Dennis M. Steininger & Daniel Veit, 2018. "How do investors decide? An interdisciplinary review of decision-making in crowdfunding," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 339-365, August.
    15. Walthoff-Borm, Xavier & Schwienbacher, Armin & Vanacker, Tom, 2018. "Equity crowdfunding: First resort or last resort?," Journal of Business Venturing, Elsevier, vol. 33(4), pages 513-533.
    16. Martin Walther & Marco Bade, 2020. "Observational learning and willingness to pay in equity crowdfunding," Business Research, Springer;German Academic Association for Business Research, vol. 13(2), pages 639-661, July.
    17. Thomas Clauss & Thomas Niemand & Sascha Kraus & Patrick Schnetzer & Alexander Brem, 2019. "Increasing Crowdfunding Success Through Social Media: The Importance Of Reach And Utilisation In Reward-Based Crowdfunding," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(03), pages 1-30, May.
    18. 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.
    19. Butticè, Vincenzo & Di Pietro, Francesca & Tenca, Francesca, 2020. "Is equity crowdfunding always good? Deal structure and the attraction of venture capital investors," Journal of Corporate Finance, Elsevier, vol. 65(C).
    20. Simon Kleinert & Christine Volkmann & Marc Grünhagen, 2020. "Third-party signals in equity crowdfunding: the role of prior financing," Small Business Economics, Springer, vol. 54(1), pages 341-365, January.

    More about this item

    Keywords

    Competing offering; Equity crowdfunding; Herding; Investor behavior;
    All these keywords.

    JEL classification:

    • G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups

    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:eee:beexfi:v:30:y:2021:i:c:s2214635021000502. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-behavioral-and-experimental-finance .

    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.