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Corvinus

Could crowdsourced financial analysis replace the equity research by investment banks?

Kommel, Karl Arnold and Sillasoo, Martin and Lublóy, Ágnes (2018) Could crowdsourced financial analysis replace the equity research by investment banks? Working Paper. Corvinus University of Budapest Faculty of Economics, Budapest.

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A revised version of this paper has been published in Finance Research Letters: Karl Arnold Kommel, Martin Sillasoo, Ágnes Lublóy. (2018). Could crowdsourced financial analysis replace the equity research by investment banks? Finance Research Letters. Published online ahead of print 11 August 2018. doi: https://doi.org/10.1016/j.frl.2018.08.007

Abstract

Equity research is gaining popularity in crowd-sourced information sharing platforms. This study analyses S&P 100 companies stock recommendations and user-contributed articles published on Seeking Alpha platform over a three-year period; and investigates whether investment banks’ rating consensus or the sentiment of single-ticker articles published by Seeking Alpha contributors can predict future abnormal returns more accurately. We find that both analyst groups underperform the market. Trading strategies based on the sentiment of the opinion articles perform worse than trading strategies designed around the recommendations of security analysts. Analyst recommendations are expected to remain relevant, there is no immediate pressure from crowd-sourced equity research for changing the business model.

Item Type:Monograph (Working Paper)
Series Name:Corvinus Economics Working Papers - CEWP
Series Number / Identification Number:2018/03
Uncontrolled Keywords:stock recommendation, investment bank, crowdsourced financial analysis, sentiment, stock returns
JEL classification:C22 - Single Equation Models; Single Variables: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
G11 - Portfolio Choice; Investment Decisions
G14 - Information and Market Efficiency; Event Studies; Insider Trading
G24 - Investment Banking; Venture Capital; Brokerage; Ratings and Ratings Agencies
Divisions:Faculty of Business Administration > Institute of Finance and Accounting > Department of Finance
Subjects:Finance
References:

Antweiler, W. & Murray, F. Z. (2004). Is all that just noise? The information content of internet stock message boards. Journal of Finance, 59(3), 1259-1294.

Agrawal, A. & Chen, M. A. (2008). Do analyst conflicts matter? Evidence from stock recommendations. Journal of Law and Economics, 51(3), 503-537.

Barber, B., Lehavy, R., McNichols, M. & Trueman, B. (2001). Can investors profit from the prophets? Security analyst recommendations and stock returns. Journal of Finance, 56(2), 531-564.

Barber, B., Lehavy, R., McNichols, M. & Trueman, B. (2003). Reassessing the returns to analysts’ stock recommendations. Financial Analysts Journal, 59(2), 88-96

Barber, B. M., Lehavy, R. & Trueman, B. (2007). Comparing the stock recommendation performance of investment banks and independent research firms. Journal of Financial Economics, 85(2), 490-517.

Barber, B. M. & Loeffler, D. (1993). The “Dartboard” column: Second-hand information and price pressure. Journal of Financial and Quantitative Analysis, 28(2), 273-284.

Barber, B. M. & Odean, T. (2008). All That Glitters: The effect of attention and news on the buying behaviour of individual and institutional investors. Review of Financial Studies, 21(2), 785-818.

Boni, L., & Womack, K. L. (2006). Analysts, industries, and price momentum. Journal of Financial and Quantitative Analysis, 41(1), 85-109.

Campbell, J. Y. (1987). Stock returns and the term structure. Journal of Financial Economics, 18(2), 373-399.

Chen, H., De, P., Hu, Y. J. & Hwang B. (2014). Wisdom of crowds: The value of stock opinions transmitted through social media. Review of Financial Studies, 27, 1367-1403.

Chen, X., Ender, P., Mitchell, M. & Wells, C. (2003). Regression with STATA, Los Angeles: Institute for Digital Research and Education, University of California Los Angeles. Retrieved 10 January 2017, from https://stats.idre.ucla.edu/stat/stata/webbooks/reg/default.htm

Dewally, M. (2003). Internet Investment Advice: Investing with a Rock of Salt. Financial Analysts Journal, 59(4), 65-77.

Dougal, C., Engelberg, J., Garcia, D. & Parsons, C. A. (2012). Journalists and the stock market. Review of Financial Studies, 25(3), 639-679.

Fama, E. F. & French, K. R. (1988). Dividend yields and expected stock returns. Journal of Financial Economics, 22(1), 3-25.

Fama, E. F. & French, K. R. (1989). Business conditions and expected returns on stocks and bonds. Journal of Financial Economics, 25(1), 23-49.

Fama, E. F. & Schwert, G. W. (1977). Asset returns and inflation. Journal of Financial Economics, 5(2), 115-146.

Howe, J., Unlu, E., Yan, X. (2009). The predictive content of aggregate analyst recommendations. Journal of Accounting Research, 47(3), 799-821.

Kadan, O., Madureira, L., Wang, R. & Zach, T. (2009). Conflicts of interest and atock recommendations: The effects of the global settlement and related regulations. Review of Financial Studies, 22(10), 4189-4217.

Keim, D. B. & Stambaugh, R. F. (1986). Predicting returns in the stock and bond markets. Journal of Financial Economics, 17(2), 357-390.

Michaely, R. & Womack, K. L. (1999). Conflict of interest and the credibility of underwriter analyst recommendations. Review of Financial Studies, 12(4), 653-686.

Moshirian, F., Ng, D., & Wu, E. (2009). The value of stock analysts' recommendations: Evidence from emerging markets. International Review of Financial Analysis, 18(1-2), 74-83.

Newey, W. K., & West, K. D. (1987). A simple, positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix. Econometrica, 55(3), 703-708.

Sabherwal, S., Sarkar, S. K. & Zhang, Y. (2011). Do internet stock message boards influence trading? Evidence from heavily discussed stocks with no fundamental news. Journal of Business Finance & Accounting, 38(9-10), 1209-1237

Securities and Exchange Commission (2012). Investment adviser use of social media. National Examination Risk Alert, II (1), 1-7. Retrieved 19 March 2017, from https://www.sec.gov/about/offices/ocie/riskalert-socialmedia.pdf

Seeking Alpha. (2017). Seeking Alpha. Retrieved 16 March 2017, from http://seekingalpha.com/page/about_us

Stickel, S. E. (1995). The anatomy of the performance of buy and sell recommendations. Financial Analysts Journal, 51(5), 25-39.

Tumarkin, R. & Whitelaw, R. F. (2001). News or noise? Internet postings and stock prices. Financial Analysts Journal, 57 (3), 51-51.

Womack, K. L. (1996). Do brokerage analysts’ recommendations have investment value? Journal of Finance, 51(1), 137-167.

Wysocki, P. (1999). Cheap talk on the web: The determinants of postings on stock message boards. University of Michigan Business School Working Paper No. 98025. doi: 10.2139/ssrn.160170

ID Code:3733
Deposited By: Ádám Hoffmann
Deposited On:24 Oct 2018 10:47
Last Modified:24 Oct 2018 10:47

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