Unleashing the Crowd: The Effect of Social Networks in Crowdfunding Markets

Published Online:https://doi.org/10.1287/mnsc.2022.01364

References

  • Agarwal S, Alok S, Ghosh P, Gupta S (2020) Financial inclusion and alternate credit scoring for the millennials: Role of big data and machine learning in fintech. Business School, National University of Singapore Working Paper, Singapore.Google Scholar
  • Agrawal A, Catalini C, Goldfarb A (2014) Some simple economics of crowdfunding. Innovative Policy Econom. 14(1):63–97.CrossrefGoogle Scholar
  • Ahern KR (2017) Information networks: Evidence from illegal insider trading tips. J. Financial Econom. 125(1):26–47.CrossrefGoogle Scholar
  • Ahlers GK, Cumming D, Günther C, Schweizer D (2015) Signaling in equity crowdfunding. Entrepreneurial Theory Practice 39(4):955–980.CrossrefGoogle Scholar
  • Allcott H, Gentzkow M (2017) Social media and fake news in the 2016 election. J. Econom. Perspective 31(2):211–236.CrossrefGoogle Scholar
  • Altonji JG, Elder TE, Taber CR (2005) Selection on observed and unobserved variables: Assessing the effectiveness of Catholic schools. J. Political Econom. 113(1):151–184.CrossrefGoogle Scholar
  • Andrei D, Cujean J (2016) Information percolation, momentum, and reversal. J. Financial Econom. 123:617–645.CrossrefGoogle Scholar
  • Baik B, Kang JK, Kim JM (2010) Local institutional investors, information asymmetries, and equity returns. J. Financial Econom. 97(1):81–106.CrossrefGoogle Scholar
  • Bailey M, Cao R, Kuchler T, Stroebel J (2018a) The economic effects of social networks: Evidence from the housing market. J. Political Econom. 126(6):2224–2276.CrossrefGoogle Scholar
  • Bailey M, Dávila E, Kuchler T, Stroebel J (2019) House price beliefs and mortgage leverage choice. Rev. Econom. Stud. 86(6):2403–2452.CrossrefGoogle Scholar
  • Bailey M, Farrell P, Kuchler T, Stroebel J (2020a) Social connectedness in urban areas. J. Urban Econom. 118:103264.CrossrefGoogle Scholar
  • Bailey M, Cao R, Kuchler T, Stroebel J, Wong A (2018b) Social connectedness: Measurements, determinants, and effects. J. Econom. Perspective 32(3):259–280.CrossrefGoogle Scholar
  • Bailey M, Johnston D, Kuchler T, Stroebel J, Wong A (2022) Peer effects in product adoption. Amer. Econom. J. Appl. Econom. 14:488–526.CrossrefGoogle Scholar
  • Bailey M, Kuchler T, Russel D, State B, Stroebel J (2020b) Social connectedness in Europe. Working paper.Google Scholar
  • Bailey M, Gupta A, Hillenbrand S, Kuchler T, Richmond R, Stroebel J (2021) International trade and social connectedness. J. Internat. Econom. 129:103418.Google Scholar
  • Bailey M, Johnston D, Koene M, Kuchler T, Russel D, Stroebel J (2024) Social networks shape beliefs and behavior: Evidence from social distancing during the covid-19 pandemic. J. Political Econom. Microeconom. 2(3):463–494.CrossrefGoogle Scholar
  • Bala V, Goyal S (2001) Conformism and diversity under social learning. Econom. Theory 17(1):101–120.CrossrefGoogle Scholar
  • Ballester C, Calvó-Armengol A, Zenou Y (2006) Who’s who in networks. Wanted: The key player. Econometrica 74(5):1403–1417.CrossrefGoogle Scholar
  • Banerjee AV (1992) A simple model of herd behavior. Quart. J. Econom. 107(3):797–817.CrossrefGoogle Scholar
  • Banerjee A, Chandrasekhar AG, Duflo E, Jackson MO (2013) The diffusion of microfinance. Science 341(6144).CrossrefGoogle Scholar
  • Banerjee A, Chandrasekhar AG, Duflo E, Jackson MO (2019) Using gossips to spread information: Theory and evidence from two randomized controlled trials. Rev. Econom. Stud. 86(6):2453–2490.CrossrefGoogle Scholar
  • Bapna S, Ganco M (2021) Gender gaps in equity crowdfunding: Evidence from a randomized field experiment. Management Sci. 67(5):2679–2710.LinkGoogle Scholar
  • Berg T, Burg V, Gombović A, Puri M (2020) On the rise of fintechs: Credit scoring using digital footprints. Rev. Financial Stud. 33(7):2845–2897.CrossrefGoogle Scholar
  • Bernile G, Kumar A, Sulaeman J (2015) Home away from home: Geography of information and local investors. Rev. Financial Stud. 28(7):2009–2049.CrossrefGoogle Scholar
  • Bernstein S, Korteweg A, Laws K (2017) Attracting early-stage investors: Evidence from a randomized field experiment. J. Finance 72(2):509–538.CrossrefGoogle Scholar
  • Bikhchandani S, Hirshleifer D, Welch I (1992) A theory of fads, fashion, custom, and cultural change as informational cascades. J. Political Econom. 100(5):992–1026.CrossrefGoogle Scholar
  • Bikhchandani S, Hirshleifer DA, Tamuz O, Welch I (2024) Information cascades and social learning. J. Econom. Literature 62(3):1040–1093.Google Scholar
  • Butticè V, Colombo M, Wright M (2017) Serial crowdfunding, social capital, and project success. Entrepreneurial Theory Practice 41:183–207.CrossrefGoogle Scholar
  • Calvó-Armengol A, Patacchini E, Zenou Y (2009) Peer effects and social networks in education. Rev. Econom. Stud. 76(4):1239–1267.CrossrefGoogle Scholar
  • Cao R, Koning R, Nanda R (2021) Biased sampling of early users and the direction of startup innovation. NBER Working Paper No. 28882, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Chalmers J, Reuter J (2020) Is conflicted investment advice better than no advice? J. Financial Econom. 138(2):366–387.CrossrefGoogle Scholar
  • Che YK, Hörner J (2018) Recommender systems as mechanisms for social learning. Quart. J. Econom. 133(2):871–925.CrossrefGoogle Scholar
  • Chemla G, Tinn K (2020) Learning through crowdfunding. Management Sci. 66(5):1783–1801.LinkGoogle Scholar
  • Chemla G, Tinn K (2021) How wise are crowds on crowdfunding platforms? The Palgrave Handbook of Technological Finance (Springer, Cham, Switzerland), 397–406.CrossrefGoogle Scholar
  • Chen H, De P, Hu YJ, Hwang BH (2014) Wisdom of crowds: The value of stock opinions transmitted through social media. Rev. Financial Stud. 27(5):1367–1403.CrossrefGoogle Scholar
  • Chetty R, Jackson MO, Kuchler T, Stroebel J, Hendren N, Fluegge RB, Gong S, et al. (2022) Social capital I: Measurement and associations with economic mobility. Nature 608(7921):108–121.CrossrefGoogle Scholar
  • Cohen L, Frazzini A, Malloy C (2008) The small world of investing: Board connections and mutual fund returns. J. Political Econom. 116(5):951–979.CrossrefGoogle Scholar
  • Colla P, Mele A (2010) Information linkages and correlated trading. Rev. Financial Stud. 23(1):203–246.CrossrefGoogle Scholar
  • Cong LW, Xiao Y (2024) Information cascades and threshold implementation: Theory and an application to crowdfunding. J. Finance 79(1):579–629.CrossrefGoogle Scholar
  • Cong LW, Tang K, Xie D, Zhao W (2021) FinTech platforms and asymmetric network effects: Theory and evidence from marketplace lending. Preprint, submitted February 1, http://dx.doi.org/10.2139/ssrn.3461893.Google Scholar
  • Cookson JA, Gallagher E, Mulder P (2023) Money to burn: Wildfire insurance via social networks. Preprint, submitted August 9, https://dx.doi.org/10.2139/ssrn.4535190.Google Scholar
  • Coval JD, Moskowitz TJ (2001) The geography of investment: Informed trading and asset prices. J. Political Econom. 109(4):811–841.CrossrefGoogle Scholar
  • Cumming D, Hornuf L (2018) The Economics of Crowdfunding (Palgrave Macmillan, London).Google Scholar
  • Cumming DJ, Leboeuf G, Schwienbacher A (2015) Crowdfunding models: Keep-it-all vs. all-or-nothing. Financial Management 49(2):331–360.CrossrefGoogle Scholar
  • Da Z, Gurun UG, Li B, Warachka M (2021) Investment in a smaller world: The implications of air travel for investors and firms. Management Sci. 67(1):417–435.LinkGoogle Scholar
  • D’Acunto F, Rossi AG, Weber M (2023) Crowdsourcing peer information to change spending behavior. Chicago Booth Research Paper No. 19-09. Preprint, submitted February 27, http://dx.doi.org/10.2139/ssrn.3339335.Google Scholar
  • Deb J, Oery A, Williams KR (2019) Aiming for the goal: Contribution dynamics of crowdfunding. NBER Working Paper No. 25881, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • DeGroot HM (1974) Reaching a consensus. J. Amer. Statist. Assoc. 69(345):118–121.CrossrefGoogle Scholar
  • DeMarzo PM, Vayanos D, Zwiebel J (2003) Persuasion bias, social influence, and unidimensional opinions. Quart. J. Econom. 118(3):909–968.CrossrefGoogle Scholar
  • DeRoure C, Pelizzon L, Thakor AV (2022) P2P lenders vs. banks: Cream skimming or bottom fishing? Rev. Corporate Finance Stud. 11(2):213–262.Google Scholar
  • Di Maggio M, Kermani A, Song Z (2017) The value of trading relations in turbulent times. J. Financial Econom. 124(2):266–284.CrossrefGoogle Scholar
  • Dougal C, Parsons CA, Titman S (2018) Urban vibrancy and firm value creation. 9th Miami Behavioral Finance Conference 2018, Florida State University, Tallahassee.Google Scholar
  • Ellison G, Fudenberg D (1995) Word-of-mouth communication and social learning. Quart. J. Econom. 110(1):93–125.CrossrefGoogle Scholar
  • Ellman M, Hurkens S (2019) Optimal crowdfunding design. J. Econom. Theory 184:104939.CrossrefGoogle Scholar
  • Engelberg JE, Reed AV, Ringgenberg MC (2018) Short-selling risk. J. Finance 73(2):755–786.CrossrefGoogle Scholar
  • Fuster A, Goldsmith-Pinkham P, Ramadorai T, Walther A (2022) Predictably unequal? The effects of machine learning on credit markets. J. Finance 77(1):5–47.CrossrefGoogle Scholar
  • Gafni H, Marom D, Robb A, Sade O (2021) Gender dynamics in crowdfunding (Kickstarter): Evidence on entrepreneurs, backers, and taste-based discrimination. Rev. Finance 25(2):235–274.CrossrefGoogle Scholar
  • Goldstein I, Xiong Y, Yang L (2021) Information sharing in financial markets. Preprint, submitted June 22, http://dx.doi.org/10.2139/ssrn.3632315.Google Scholar
  • Gollin D, Hansen CW, Wingender AM (2021) Two blades of grass: The impact of the green revolution. J. Political Econom. 129(8):2344–2384.CrossrefGoogle Scholar
  • Golub B, Jackson MO (2010) Naive learning in social networks and the wisdom of crowds. Amer. Econom. J. Microeconom. 2(1):112–149.CrossrefGoogle Scholar
  • Goyal S (2007) Connections: An Introduction to the Economics of Networks (Princeton University Press, Princeton, NJ).CrossrefGoogle Scholar
  • Green TC, Huang R, Wen Q, Zhou D (2019) Crowdsourced employer reviews and stock returns. J. Financial Econom. 134(1):236–251.CrossrefGoogle Scholar
  • Greene WH (2003) Econometric Analysis (Pearson Education India, Delhi).Google Scholar
  • Han L (2013) Understanding the puzzling risk-return relationship for housing. Rev. Financial Stud. 26(4):877–928.CrossrefGoogle Scholar
  • Han B, Yang L (2013) Social networks, information acquisition, and asset prices. Management Sci. 59(6):1444–1457.LinkGoogle Scholar
  • Han B, Hirshleifer D, Walden J (2022) Social transmission bias and investor behavior. J. Financial Quant. Anal. 57(1):390–412.CrossrefGoogle Scholar
  • Heimer RZ (2016) Peer pressure: Social interaction and the disposition effect. Rev. Financial Stud. 29(11):3177–3209.CrossrefGoogle Scholar
  • Hildebrand T, Puri M, Rocholl J (2016) Adverse incentives in crowdfunding. Management Sci. 63(3):587–608.LinkGoogle Scholar
  • Hong H, Xu J (2019) Inferring latent social networks from stock holdings. J. Financial Econom. 131(2):323–344.CrossrefGoogle Scholar
  • Hong H, Kubik JD, Stein JC (2005) Thy neighbor’s portfolio: Word-of-mouth effects in the holdings and trades of money managers. J. Finance 60(6):2801–2824.CrossrefGoogle Scholar
  • Huang S, Hwang BH, Lou D (2021) The rate of communication. J. Financial Econom. 141(2):533–550.CrossrefGoogle Scholar
  • Hwang BH, Liberti JM, Sturgess J (2019) Information sharing and spillovers: Evidence from financial analysts. Management Sci. 65(8):3624–3636.LinkGoogle Scholar
  • Iyer R, Khwaja AI, Luttmer EF, Shue K (2016) Screening peers softly: Inferring the quality of small borrowers. Management Sci. 62(6):1554–1577.LinkGoogle Scholar
  • Jackson MO (2010) Social and Economic Networks (Princeton University Press, Princeton, NJ).CrossrefGoogle Scholar
  • Jiang J, Liao L, Stevenson R, Wang Z, Yang J (2021) Attention to detail and entrepreneurial success. PBCSF-NIFR Research Paper Forthcoming, Tsinghua University - PBC School of Finance, Beijing, China.Google Scholar
  • Kaur H, Gera J (2017) Effect of social media connectivity on success of crowdfunding campaigns. Proc. Comput. Sci. 122:767–774.CrossrefGoogle Scholar
  • Kogan S, Moskowitz TJ, Niessner M (2023) Social media and financial news manipulation. Rev. Finance 27(4):1229–1268.Google Scholar
  • Kramer AD, Guillory JE, Hancock JT (2014) Experimental evidence of massive-scale emotional contagion through social networks. Proc. Natl. Acad. Sci. USA 111(24):8788–8790.CrossrefGoogle Scholar
  • Kremer I, Mansour Y, Perry M (2014) Implementing the “wisdom of the crowd”. J. Political Econom. 122(5):988–1012.CrossrefGoogle Scholar
  • Kuchler T, Li Y, Peng L, Stroebel J, Zhou D (2022) Social proximity to capital: Implications for investors and firms. Rev. Financial Stud. 35(6):2743–2789.Google Scholar
  • Lin TC, Pursiainen V (2022) Regional social capital and moral hazard in crowdfunding. J. Bus. Venturing 37(4):106224.Google Scholar
  • Lin TC, Pursiainen V (2023) Gender differences in reward-based crowdfunding. J. Financial Intermediation 53:101001.Google Scholar
  • Lin TC, Pursiainen V (2021) The round number heuristic and entrepreneur crowdfunding performance. J. Corporate Finance 68:101894.CrossrefGoogle Scholar
  • Lin M, Viswanathan S (2015) Home bias in online investments: An empirical study of an online crowdfunding market. Management Sci. 62(5):1393–1414.LinkGoogle Scholar
  • Lin M, Prabhala NR, Viswanathan S (2013) Judging borrowers by the company they keep: Friendship networks and information asymmetry in online peer-to-peer lending. Management Sci. 59(1):17–35.LinkGoogle Scholar
  • Madsen JM, McMullin JL (2020) Economic consequences of risk disclosures: Evidence from crowdfunding. Accounting Rev. 95(4):331–363.CrossrefGoogle Scholar
  • Manski CF (1993) Identification of endogenous social effects: The reflection problem. Rev. Econom. Stud. 60(3):531–542.CrossrefGoogle Scholar
  • Maturana G, Nickerson J (2019) Teachers teaching teachers: The role of workplace peer effects in financial decisions. Rev. Financial Stud. 32(10):3920–3957.CrossrefGoogle Scholar
  • Merton RC (1987) A simple model of capital market equilibrium with incomplete information. J. Finance 42:483–510.CrossrefGoogle Scholar
  • Mollick E (2014) The dynamics of crowdfunding: An exploratory study. J. Bus. Venturing 29(1):1–16.CrossrefGoogle Scholar
  • Mollick E, Nanda R (2015) Wisdom or madness? Comparing crowds with expert evaluation in funding the arts. Management Sci. 62(6):1533–1553.LinkGoogle Scholar
  • Mollick ER, Kuppuswamy V (2014) After the campaign: Outcomes of crowdfunding. UNC Kenan-Flagler Research Paper No. 2376997, University of Pennsylvania - Wharton School, Philadelphia.Google Scholar
  • Murphy KM, Topel RH (1985) Estimation and inference in two-step econometric models. J. Bus. Econom. Statist. 3(4):88–97.CrossrefGoogle Scholar
  • Newey WK (1984) A method of moments interpretation of sequential estimators. Econom. Lett. 14(2–3):201–206.CrossrefGoogle Scholar
  • Oster E (2019) Unobservable selection and coefficient stability: Theory and evidence. J. Bus. Econom. Statist. 37(2):187–204.CrossrefGoogle Scholar
  • Ouimet P, Tate G (2020) Learning from coworkers: Peer effects on individual investment decisions. J. Finance 75(1):133–172.CrossrefGoogle Scholar
  • Ozdagli A, Velikov M (2020) Show me the money: The monetary policy risk premium. J. Financial Econom. 135(2):320–339.CrossrefGoogle Scholar
  • Ozsoylev HN, Walden J (2011) Asset pricing in large information networks. J. Econom. Theory 146(6):2252–2280.CrossrefGoogle Scholar
  • Pagan A (1984) Econometric issues in the analysis of regressions with generated regressors. Internat. Econom. Rev. 25(1):221–247.CrossrefGoogle Scholar
  • Pool VK, Stoffman N, Yonker SE (2015) The people in your neighborhood: Social interactions and mutual fund portfolios. J. Finance 70(6):2679–2732.CrossrefGoogle Scholar
  • Rossi AG, Blake D, Timmermann A, Tonks I, Wermers R (2018) Network centrality and delegated investment performance. J. Financial Econom. 128(1):183–206.CrossrefGoogle Scholar
  • Silva JS, Tenreyro S (2006) The log of gravity. Rev. Econom. Statist. 88(4):641–658.CrossrefGoogle Scholar
  • Smith A, Anderson M (2018) Social Media Use in 2018 (Pew Research Center, Washington, DC).Google Scholar
  • Strausz R (2017) A theory of crowdfunding: A mechanism design approach with demand uncertainty and moral hazard. Amer. Econom. Rev. 107(6):1430–1476.CrossrefGoogle Scholar
  • Sunder S, Kim KH, Yorkston EA (2019) What drives herding behavior in online ratings? The role of rater experience, product portfolio, and diverging opinions. J. Marketing 83(6):93–112.CrossrefGoogle Scholar
  • Tang H (2019) Peer-to-peer lenders vs. banks: Substitutes or complements? Rev. Financial Stud. 32(5):1900–1938.CrossrefGoogle Scholar
  • Vallee B, Zeng Y (2019) Marketplace lending: A new banking paradigm? Rev. Financial Stud. 32(5):1939–1982.CrossrefGoogle Scholar
  • Wei Z, Lin M (2016) Market mechanisms in online peer-to-peer lending. Management Sci. 63(12):4236–4257.LinkGoogle Scholar
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