Gender Differences in Analyst Stock Recommendations and Market Reactions
DOI:
https://doi.org/10.54097/6sz0fe70Keywords:
Analysts, Stock Recommendations, Gender Differences, Market Reactions.Abstract
This paper provides evidence of gender heterogeneity in stock recommendations issued by analysts in China. The study finds that compared to male analysts, female analysts tend to have more conservative stock recommendations and lower levels of optimism. Male analysts are more likely to issue "buy" and "hold" recommendations, while female analysts are more likely to issue more conservative "neutral," "sell," and "reduce" recommendations. In the short term, the market reacts strongly to the ratings of female analysts, but their optimistic recommendations receive a poor response from investors. Investors may hold stereotypical beliefs towards female analysts, expecting them to adopt conservative strategies, and thus underestimate them when they make relatively optimistic suggestions. However, in the long term, there is no evident bias against female analysts in the market.
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Adams, R. B., & Ferreira, D. (2009). Women in the boardroom and their impact on governance and performance. Journal of financial economics, 94(2), 291-309.
Adhikari, B. K., Agrawal, A., & Malm, J. (2019). Do women managers keep firms out of trouble? Evidence from corporate litigation and policies. Journal of Accounting and Economics, 67(1), 202-225.
Akerlof, G. A. (1980). A theory of social custom, of which unemployment may be one consequence. The quarterly journal of economics, 94(4), 749-775.
Alford, A., Jones, J., Leftwich, R., & Zmijewski, M. (1993). The relative informativeness of accounting disclosures in different countries. Journal of accounting research, 31, 183-223.
Anderson, C., & Kilduff, G. J. (2009). Why do dominant personalities attain influence in face-to-face groups? The competence-signaling effects of trait dominance. Journal of personality and social psychology, 96(2), 491.
Atkinson, S. M., Baird, S. B., & Frye, M. B. (2003). Do female mutual fund managers manage differently?. Journal of Financial Research, 26(1), 1-18.
Ball, R., & Brown, P. (1968). An empirical evaluation of accounting income numbers. Journal of accounting research, 159-178.
Barber, B. M., & Odean, T. (2001). Boys will be boys: Gender, overconfidence, and common stock investment. The quarterly journal of economics, 116(1), 261-292.
Biddle, J. E., & Hamermesh, D. S. (1998). Beauty, productivity, and discrimination: Lawyers' looks and lucre. Journal of labor Economics, 16(1), 172-201.
Bøhren, Ø., & Staubo, S. (2014). Does mandatory gender balance work? Changing organizational form to avoid board upheaval. Journal of Corporate Finance, 28, 152-168.
Borghans, L., Heckman, J. J., Golsteyn, B. H., & Meijers, H. (2009). Gender differences in risk aversion and ambiguity aversion. Journal of the European Economic Association, 7(2-3), 649-658.
Bosquet, K., de Goeij, P., & Smedts, K. (2014). Gender heterogeneity in the sell-side analyst recommendation issuing process. Finance Research Letters, 11(2), 104-111.
Butler, M., Kraft, A., & Weiss, I. S. (2007). The effect of reporting frequency on the timeliness of earnings: The cases of voluntary and mandatory interim reports. Journal of Accounting and Economics, 43(2-3), 181-217.
Black, S. E., & Strahan, P. E. (2001). The division of spoils: rent-sharing and discrimination in a regulated industry. American Economic Review, 91(4), 814-831.
Byrnes, J. P., Miller, D. C., & Schafer, W. D. (1999). Gender differences in risk taking: A meta-analysis. Psychological bulletin, 125(3), 367.
Canil, J., Karpavičius, S., & Yu, C. F. (2019). Are shareholders gender neutral? Evidence from say on pay. Journal of Corporate Finance, 58, 169-186.
Cao, Y., Guan, F., Li, Z., & Yang, Y. G. (2020). Analysts’ beauty and performance. Management Science, 66(9), 4315-4335.
Chung, J., & Monroe, G. S. (2001). A research note on the effects of gender and task complexity on an audit judgment. Behavioral Research in Accounting, 13(1), 111-125.
Cohen, L., Frazzini, A., & Malloy, C. (2010). Sell‐side school ties. The Journal of Finance, 65(4), 1409-1437.
Conger, J. A., & Kanungo, R. N. (1987). Toward a behavioral theory of charismatic leadership in organizational settings. Academy of management review, 12(4), 637-647.
Cooper, R. A., Day, T. E., & Lewis, C. M. (2001). Following the leader:: a study of individual analysts’ earnings forecasts. Journal of Financial Economics, 61(3), 383-416.
Cronqvist, H., & Yu, F. (2017). Shaped by their daughters: Executives, female socialization, and corporate social responsibility. Journal of Financial Economics, 126(3), 543-562.
Dahlbom, L., Jakobsson, A., Jakobsson, N., & Kotsadam, A. (2011). Gender and overconfidence: are girls really overconfident?. Applied Economics Letters, 18(4), 325-327.
Eagly, A. H., & Karau, S. J. (2002). Role congruity theory of prejudice toward female leaders. Psychological review, 109(3), 573.
Elliott, W. B., Jackson, K. E., Peecher, M. E., & White, B. J. (2014). The unintended effect of corporate social responsibility performance on investors' estimates of fundamental value. The Accounting Review, 89(1), 275-302.
Ewens, M., & Townsend, R. R. (2020). Are early stage investors biased against women?. Journal of Financial Economics, 135(3), 653-677.
Faccio, M., Marchica, M. T., & Mura, R. (2016). CEO gender, corporate risk-taking, and the efficiency of capital allocation. Journal of corporate finance, 39, 193-209.
Fang, Y., & Wang, H. (2015). Fund manager characteristics and performance. Investment Analysts Journal, 44(1), 102-116.
Farrell, K. A., & Hersch, P. L. (2005). Additions to corporate boards: The effect of gender. Journal of Corporate finance, 11(1-2), 85-106.
Felton, J., Gibson, B., & Sanbonmatsu, D. M. (2003). Preference for risk in investing as a function of trait optimism and gender. The journal of behavioral finance, 4(1), 33-40.
Gao, Y., Kim, J. B., Tsang, D., & Wu, H. (2017). Go before the whistle blows: An empirical analysis of director turnover and financial fraud. Review of Accounting Studies, 22(1), 320-360.
Goldin, C., & Rouse, C. (2000). Orchestrating impartiality: The impact of" blind" auditions on female musicians. American economic review, 90(4), 715-741.
Gneezy, U., Niederle, M., & Rustichini, A. (2003). Performance in competitive environments: Gender differences. The quarterly journal of economics, 118(3), 1049-1074.
Green, C., Jegadeesh, N., & Tang, Y. (2009). Gender and job performance: Evidence from Wall Street. Financial Analysts Journal, 65(6), 65-78.
Greenhaus, J. H., & Parasuraman, S. (1993). Job performance attributions and career advancement prospects: An examination of gender and race effects. Organizational Behavior and Human Decision Processes, 55(2), 273-297.
Gu, P. (2020). The effects of social bias against female analysts on markets. Journal of Corporate Finance, 64, 101681.
Guillén, L., Mayo, M., & Karelaia, N. (2018). Appearing self‐confident and getting credit for it: Why it may be easier for men than women to gain influence at work. Human Resource Management, 57(4), 839-854.
Hanousek, J., Shamshur, A., & Tresl, J. (2019). Firm efficiency, foreign ownership and CEO gender in corrupt environments. Journal of Corporate Finance, 59, 344-360.
Hardies, K., Lennox, C., & Li, B. (2016). Gender discrimination? Evidence from the public accounting profession. Working Paper.
Heilman, M. E. (2001). Description and prescription: How gender stereotypes prevent women's ascent up the organizational ladder. Journal of social issues.
Hibbert, A. M., Lawrence, E. R., & Prakash, A. J.. The effect of prior investment outcomes on future investment decisions: is there a gender difference?. Review of Finance,2018, 22(3), 1195-1212.
Hong, H., & Kacperczyk, M. (2009). The price of sin: The effects of social norms on markets. Journal of financial economics, 93(1), 15-36.
Huang, J., & Kisgen, D. J. (2013). Gender and corporate finance: Are male executives overconfident relative to female executives?. Journal of financial Economics, 108(3), 822-839.
Huang, A. H., Zang, A. Y., & Zheng, R. (2014). Evidence on the information content of text in analyst reports. The Accounting Review, 89(6), 2151-2180.
Jannati, S., Kumar, A., Niessen-Ruenzi, A., & Wolfers, J. (2020). In-group bias in financial markets. Available at SSRN 2884218.
Joshi, A., Neely, B., Emrich, C., Griffiths, D., & George, G. (2015). Gender research in AMJ: an overview of five decades of empirical research and calls to action: thematic issue on gender in management research. Academy of Management Journal, 58(5), 1459-1475.
Kadan, O., Madureira, L., Wang, R., & Zach, T. (2008). Conflicts of interest and stock recommendations: The effects of the global settlement and related regulations. The Review of Financial Studies, 22(10), 4189-4217.
Kumar, A. (2010). Self‐selection and the forecasting abilities of female equity analysts. Journal of Accounting Research, 48(2), 393-435.
Lara, J. M. G., Osma, B. G., Mora, A., & Scapin, M. (2017). The monitoring role of female directors over accounting quality. Journal of Corporate Finance, 45, 651-668.
Lennox, C. S., & Wu, X. (2018). A review of the archival literature on audit partners. Accounting Horizons.
Levitt, S. D. (2004). Testing theories of discrimination: evidence from Weakest Link. The Journal of Law and Economics, 47(2), 431-452.
Li, K. K., & You, H. (2015). What is the value of sell-side analysts? Evidence from coverage initiations and terminations. Journal of Accounting and Economics, 60(2-3), 141-160.
Li, Y., & Zeng, Y. (2019). The impact of top executive gender on asset prices: Evidence from stock price crash risk. Journal of Corporate Finance, 58, 528-550.
Li, X., Sullivan, R. N., Xu, D., & Gao, G. (2013). Sell-side analysts and gender: A comparison of performance, behavior, and career outcomes. Financial Analysts Journal, 69(2), 83-94.
Loh, R. K., & Mian, G. M. (2006). Do accurate earnings forecasts facilitate superior investment recommendations?. Journal of Financial Economics, 80(2), 455-483.
Malmendier, U., Tate, G., & Yan, J. (2011). Overconfidence and early‐life experiences: the effect of managerial traits on corporate financial policies. The Journal of finance, 66(5), 1687-1733.
McDonald, M. L., Keeves, G. D., & Westphal, J. D. (2018). One step forward, one step back: White male top manager organizational identification and helping behavior toward other executives following the appointment of a female or racial minority CEO. Academy of Management Journal, 61(2), 405-439.
McGuinness, P. B., Vieito, J. P., & Wang, M. (2017). The role of board gender and foreign ownership in the CSR performance of Chinese listed firms. Journal of Corporate Finance, 42, 75-99.
Mikhail, M. B., Walther, B. R., & Willis, R. H. (2007). When security analysts talk, who listens?. The Accounting Review, 82(5), 1227-1253.
Niederle, M., & Vesterlund, L. (2007). Do women shy away from competition? Do men compete too much?. The quarterly journal of economics, 122(3), 1067-1101.
Nevicka, B., Ten Velden, F. S., De Hoogh, A. H., & Van Vianen, A. E. (2011). Reality at odds with perceptions: Narcissistic leaders and group performance. Psychological Science, 22(10), 1259-1264.
Niederle, M., & Vesterlund, L. (2007). Do women shy away from competition? Do men compete too much?. The quarterly journal of economics, 122(3), 1067-1101.
Pierce, C. A., Aguinis, H., & Adams, S. K. (2000). Effects of a dissolved workplace romance and rater characteristics on responses to a sexual harassment accusation. Academy of Management Journal, 43(5), 869-880.
Pyszczynski, T. A., & Greenberg, J. (1981). Role of disconfirmed expectancies in the instigation of attributional processing. Journal of Personality and Social Psychology, 40(1), 31.
Rao, H., Greve, H. R., & Davis, G. F. (2001). Fool's gold: Social proof in the initiation and abandonment of coverage by Wall Street analysts. Administrative science quarterly, 46(3), 502-526.
Raver, J. L., & Gelfand, M. J. (2005). Beyond the individual victim: Linking sexual harassment, team processes, and team performance. Academy of Management Journal, 48(3), 387-400.
Romer, D. (1984). The theory of social custom: A modification and some extensions. The Quarterly Journal of Economics, 99(4), 717-727.
Stickel, S. E. (1995). The anatomy of the performance of buy and sell recommendations. Financial Analysts Journal, 51(5), 25-39.
Sunden, A. E., & Surette, B. J. (1998). Gender differences in the allocation of assets in retirement savings plans. The American Economic Review, 88(2), 207-211.
Twedt, B. (2016). Spreading the word: Price discovery and newswire dissemination of management earnings guidance. The Accounting Review, 91(1), 317-346.
Vernon, R. J., Sutherland, C. A., Young, A. W., & Hartley, T. (2014). Modeling first impressions from highly variable facial images. Proceedings of the National Academy of Sciences, 111(32), E3353-E3361.
Wayne, S. J., & Kacmar, K. M. (1991). The effects of impression management on the performance appraisal process. Organizational behavior and human decision processes, 48(1), 70-88.
Wennerås, C., & Wold, A. (1997). Nepotism and sexism in peer-review. nature, 387(6631), 341.
Wolfers, J. (2006). Diagnosing discrimination: Stock returns and CEO gender. Journal of the European Economic Association, 4(2-3), 531-541.
Zhang, Y. (2008). Analyst responsiveness and the post-earnings-announcement drift. Journal of Accounting and Economics, 46(1), 201-215.
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