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Determinants of leadership in online social trading: A signaling theory perspective

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  • Kromidha, Endrit
  • Li, Matthew C.

Abstract

Online social trading offers an opportunity for less-experienced individuals or firms to follow top traders by mimicking their behavior, but little is known about the determinants of leadership that shape such relationships. To study this, we build on signaling theory using fixed-effect panel least squares estimations to analyze 250 top traders in a network of around 1100 traders; we examine their trader credentials, volume of trades, performance, and risk signals. Contrary to our initial expectations, findings show that trader credentials are more important than performance, volume, or risk signals, but there are significant differences between virtual and real money traders. This study proposes a network signaling theory approach by linking it to herd behavior and the disposition effect. Our findings can have practical implications not only for top traders, followers, and social trading platform managers but also for policy-makers and regulators of such investment instruments.

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  • Kromidha, Endrit & Li, Matthew C., 2019. "Determinants of leadership in online social trading: A signaling theory perspective," Journal of Business Research, Elsevier, vol. 97(C), pages 184-197.
    • Handle: RePEc:eee:jbrese:v:97:y:2019:i:c:p:184-197
    DOI: 10.1016/j.jbusres.2019.01.004
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    as
    1. Wohlgemuth, Veit & Berger, Elisabeth S.C. & Wenzel, Matthias, 2016. "More than just financial performance: Trusting investors in social trading," Journal of Business Research, Elsevier, vol. 69(11), pages 4970-4974.
    2. Lowell W. Busenitz & James O. Fiet & Douglas D. Moesel, 2005. "Signaling in Venture Capitalist—New Venture Team Funding Decisions: Does it Indicate Long–Term Venture Outcomes?," Entrepreneurship Theory and Practice, , vol. 29(1), pages 1-12, January.
    3. Paolo Colla & Antonio Mele, 2010. "Information Linkages and Correlated Trading," Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 203-246, January.
    4. Shleifer, Andrei & Summers, Lawrence H, 1990. "The Noise Trader Approach to Finance," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 19-33, Spring.
    5. Andrew W. Lo & Dmitry V. Repin & Brett N. Steenbarger, 2005. "Fear and Greed in Financial Markets: A Clinical Study of Day-Traders," American Economic Review, American Economic Association, vol. 95(2), pages 352-359, May.
    6. Todd W. Moss & Donald O. Neubaum & Moriah Meyskens, 2015. "The Effect of Virtuous and Entrepreneurial Orientations on Microfinance Lending and Repayment: A Signaling Theory Perspective," Entrepreneurship Theory and Practice, , vol. 39(1), pages 27-52, January.
    7. Rawley Heimer, 2016. "Peer Pressure: Social Interaction and the Disposition Effect," Working Papers (Old Series) 1618, Federal Reserve Bank of Cleveland.
    8. Banerjee, Snehal & Green, Brett, 2015. "Signal or noise? Uncertainty and learning about whether other traders are informed," Journal of Financial Economics, Elsevier, vol. 117(2), pages 398-423.
    9. D. R. Cox, 1972. "The Analysis of Multivariate Binary Data," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 21(2), pages 113-120, June.
    10. Terrance Odean, 1998. "Are Investors Reluctant to Realize Their Losses?," Journal of Finance, American Finance Association, vol. 53(5), pages 1775-1798, October.
    11. Admati, Anat R & Ross, Stephen A, 1985. "Measuring Investment Performance in a Rational Expectations Equilibrium Model," The Journal of Business, University of Chicago Press, vol. 58(1), pages 1-26, January.
    12. Rawley Z. Heimer, 2016. "Peer Pressure: Social Interaction and the Disposition Effect," Review of Financial Studies, Society for Financial Studies, vol. 29(11), pages 3177-3209.
    13. Oehler, Andreas & Horn, Matthias & Wendt, Stefan, 2016. "Benefits from social trading? Empirical evidence for certificates on wikifolios," International Review of Financial Analysis, Elsevier, vol. 46(C), pages 202-210.
    14. Dunne, Timothy C. & Aaron, Joshua R. & McDowell, William C. & Urban, David J. & Geho, Patrick R., 2016. "The impact of leadership on small business innovativeness," Journal of Business Research, Elsevier, vol. 69(11), pages 4876-4881.
    15. Andrei A. Kirilenko & Andrew W. Lo, 2013. "Moore's Law versus Murphy's Law: Algorithmic Trading and Its Discontents," Journal of Economic Perspectives, American Economic Association, vol. 27(2), pages 51-72, Spring.
    16. Trueman, Brett, 1988. " A Theory of Noise Trading in Securities Markets," Journal of Finance, American Finance Association, vol. 43(1), pages 83-95, March.
    17. Christophe Boone & Filippo Carlo Wezel & Witteloostuijn Arjen Van, 2013. "Joining the pack or going solo? : A dynamic theory of new firm positioning," Post-Print hal-02313078, HAL.
    18. Bi, Sheng & Liu, Zhiying & Usman, Khalid, 2017. "The influence of online information on investing decisions of reward-based crowdfunding," Journal of Business Research, Elsevier, vol. 71(C), pages 10-18.
    19. Elitzur, Ramy & Gavious, Arieh, 2003. "Contracting, signaling, and moral hazard: a model of entrepreneurs, 'angels,' and venture capitalists," Journal of Business Venturing, Elsevier, vol. 18(6), pages 709-725, November.
    20. Berger, Elisabeth S.C. & Wenzel, Matthias & Wohlgemuth, Veit, 2018. "Imitation-related performance outcomes in social trading: A configurational approach," Journal of Business Research, Elsevier, vol. 89(C), pages 322-327.
    21. Kamesaka, Akiko & Nofsinger, John R. & Kawakita, Hidetaka, 2003. "Investment patterns and performance of investor groups in Japan," Pacific-Basin Finance Journal, Elsevier, vol. 11(1), pages 1-22, January.
    22. Yang-Yu Liu & Jose C. Nacher & Tomoshiro Ochiai & Mauro Martino & Yaniv Altshuler, 2014. "Prospect Theory for Online Financial Trading," Papers 1402.6393, arXiv.org, revised Mar 2014.
    23. 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.
    24. Boone, Christophe & Wezel, Filippo Carlo & van Witteloostuijn, Arjen, 2013. "Joining the pack or going solo? A dynamic theory of new firm positioning," Journal of Business Venturing, Elsevier, vol. 28(4), pages 511-527.
    25. Juho Hamari & Mimmi Sjöklint & Antti Ukkonen, 2016. "The sharing economy: Why people participate in collaborative consumption," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(9), pages 2047-2059, September.
    26. Shefrin, Hersh & Statman, Meir, 1985. "The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence," Journal of Finance, American Finance Association, vol. 40(3), pages 777-790, July.
    27. M. F. R. Kets De Vries, 1977. "The Entrepreneurial Personality: A Person At The Crossroads," Journal of Management Studies, Wiley Blackwell, vol. 14(1), pages 34-57, March.
    28. Joseph, Kissan & Babajide Wintoki, M. & Zhang, Zelin, 2011. "Forecasting abnormal stock returns and trading volume using investor sentiment: Evidence from online search," International Journal of Forecasting, Elsevier, vol. 27(4), pages 1116-1127, October.
    29. Grinblatt, Mark & Keloharju, Matti & Linnainmaa, Juhani T., 2012. "IQ, trading behavior, and performance," Journal of Financial Economics, Elsevier, vol. 104(2), pages 339-362.
    30. Burton Hollifield & Artem Neklyudov & Chester Spatt, 2017. "Bid-Ask Spreads, Trading Networks, and the Pricing of Securitizations," Review of Financial Studies, Society for Financial Studies, vol. 30(9), pages 3048-3085.
    31. Michaely, Roni & Shaw, Wayne H, 1994. "The Pricing of Initial Public Offerings: Tests of Adverse-Selection and Signaling Theories," Review of Financial Studies, Society for Financial Studies, vol. 7(2), pages 279-319.
    32. Benos, Alexandros V., 1998. "Aggressiveness and survival of overconfident traders," Journal of Financial Markets, Elsevier, vol. 1(3-4), pages 353-383, September.
    33. Zhou, Rhea Tingyu & Lai, Rose Neng, 2009. "Herding and information based trading," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 388-393, June.
    34. Weber, Martin & Camerer, Colin F., 1998. "The disposition effect in securities trading: an experimental analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 33(2), pages 167-184, January.
    35. Brad M. Barber & Terrance Odean, 2002. "Online Investors: Do the Slow Die First?," Review of Financial Studies, Society for Financial Studies, vol. 15(2), pages 455-488, March.
    36. 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.
    37. Endrit Kromidha & Paul Robson, 2016. "Social identity and signalling success factors in online crowdfunding," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 28(9-10), pages 605-629, October.
    38. Hartman-Glaser, Barney, 2017. "Reputation and signaling in asset sales," Journal of Financial Economics, Elsevier, vol. 125(2), pages 245-265.
    39. Yang-Yu Liu & Jose C Nacher & Tomoshiro Ochiai & Mauro Martino & Yaniv Altshuler, 2014. "Prospect Theory for Online Financial Trading," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-7, October.
    40. Mark Grinblatt & Matti Keloharju, 2009. "Sensation Seeking, Overconfidence, and Trading Activity," Journal of Finance, American Finance Association, vol. 64(2), pages 549-578, April.
    41. Jiang, Xu & Liu, Heng & Fey, Carl & Jiang, Feifei, 2018. "Entrepreneurial orientation, network resource acquisition, and firm performance: A network approach," Journal of Business Research, Elsevier, vol. 87(C), pages 46-57.
    42. John R. Nofsinger & Richard W. Sias, 1999. "Herding and Feedback Trading by Institutional and Individual Investors," Journal of Finance, American Finance Association, vol. 54(6), pages 2263-2295, December.
    43. Yammarino, Francis J. & Salas, Eduardo & Serban, Andra & Shirreffs, Kristie & Shuffler, Marissa L., 2012. "Collectivistic Leadership Approaches: Putting the “We” in Leadership Science and Practice," Industrial and Organizational Psychology, Cambridge University Press, vol. 5(4), pages 382-402, December.
    44. Arcot, Sridhar, 2014. "Participating convertible preferred stock in venture capital exits," Journal of Business Venturing, Elsevier, vol. 29(1), pages 72-87.
    45. David Easley & Maureen O'Hara & P.S. Srinivas, 1998. "Option Volume and Stock Prices: Evidence on Where Informed Traders Trade," Journal of Finance, American Finance Association, vol. 53(2), pages 431-465, April.
    46. Karpoff, Jonathan M, 1986. "A Theory of Trading Volume," Journal of Finance, American Finance Association, vol. 41(5), pages 1069-1087, December.
    47. Hartzmark, Michael L, 1991. "Luck versus Forecast Ability: Determinants of Trader Performance in Futures Markets," The Journal of Business, University of Chicago Press, vol. 64(1), pages 49-74, January.
    48. Cohen-Cole, Ethan & Kirilenko, Andrei & Patacchini, Eleonora, 2014. "Trading networks and liquidity provision," Journal of Financial Economics, Elsevier, vol. 113(2), pages 235-251.
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