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Sentiment analysis and gender differences in earnings conference calls

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  • De Amicis, Chiara
  • Falconieri, Sonia
  • Tastan, Mesut

Abstract

We apply textual analysis to the transcripts of nearly 78,000 earnings conference calls between 2004 and 2018, comparing the difference in sentiment between female and male senior managers (CEOs and CFOs). We focus on two main measures of sentiment: tone and vagueness. Our contribution is twofold. Firstly, we show that female executives employ a more positive and less vague tone than their male colleagues during conference calls. The more positive and less vague tone of female executives does not reflect incremental information content but instead appears to be a linguistic feature that distinguishes female from male executives.

Suggested Citation

  • De Amicis, Chiara & Falconieri, Sonia & Tastan, Mesut, 2021. "Sentiment analysis and gender differences in earnings conference calls," Journal of Corporate Finance, Elsevier, vol. 71(C).
    • Handle: RePEc:eee:corfin:v:71:y:2021:i:c:s0929119920302534
    DOI: 10.1016/j.jcorpfin.2020.101809
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    1. David F. Larcker & Anastasia A. Zakolyukina, 2012. "Detecting Deceptive Discussions in Conference Calls," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 495-540, May.
    2. Anwer S. Ahmed & Scott Duellman, 2013. "Managerial Overconfidence and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 51(1), pages 1-30, March.
    3. Ulrike Malmendier & Geoffrey Tate, 2005. "CEO Overconfidence and Corporate Investment," Journal of Finance, American Finance Association, vol. 60(6), pages 2661-2700, December.
    4. Lauren Cohen & Dong Lou & Christopher J. Malloy, 2020. "Casting Conference Calls," Management Science, INFORMS, vol. 66(11), pages 5015-5039, November.
    5. Cohen, Lauren & Lou, Dong & Malloy, Christopher, 2020. "Casting conference calls," LSE Research Online Documents on Economics 101136, London School of Economics and Political Science, LSE Library.
    6. Renée B. Adams & Patricia Funk, 2012. "Beyond the Glass Ceiling: Does Gender Matter?," Management Science, INFORMS, vol. 58(2), pages 219-235, February.
    7. Luca Flabbi & Mario Macis & Andrea Moro & Fabiano Schivardi, 2019. "Do Female Executives Make a Difference? The Impact of Female Leadership on Gender Gaps and Firm Performance," The Economic Journal, Royal Economic Society, vol. 129(622), pages 2390-2423.
    8. Chen, Jie & Leung, Woon Sau & Goergen, Marc, 2017. "The impact of board gender composition on dividend payouts," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 86-105.
    9. Jing Chen & Elizabeth Demers & Baruch Lev, 2018. "Oh What a Beautiful Morning! Diurnal Influences on Executives and Analysts: Evidence from Conference Calls," Management Science, INFORMS, vol. 64(12), pages 5899-5924, December.
    10. Price, S. McKay & Doran, James S. & Peterson, David R. & Bliss, Barbara A., 2012. "Earnings conference calls and stock returns: The incremental informativeness of textual tone," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 992-1011.
    11. David Sugarman & Murray Straus, 1988. "Indicators of gender equality for American states and regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 20(3), pages 229-270, June.
    12. Jasmin Joecks & Kerstin Pull & Karin Vetter, 2013. "Gender Diversity in the Boardroom and Firm Performance: What Exactly Constitutes a “Critical Mass?”," Journal of Business Ethics, Springer, vol. 118(1), pages 61-72, November.
    13. Alexandra Niessen-Ruenzi & Stefan Ruenzi, 2019. "Sex Matters: Gender Bias in the Mutual Fund Industry," Management Science, INFORMS, vol. 65(7), pages 3001-3025, July.
    14. Paul C. Tetlock & Maytal Saar‐Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, June.
    15. Mariateresa Torchia & Andrea Calabrò & Morten Huse, 2011. "Women Directors on Corporate Boards: From Tokenism to Critical Mass," Journal of Business Ethics, Springer, vol. 102(2), pages 299-317, August.
    16. Adams, Renée B. & Ferreira, Daniel, 2009. "Women in the boardroom and their impact on governance and performance," Journal of Financial Economics, Elsevier, vol. 94(2), pages 291-309, November.
    17. Judith Baxter, 2010. "The Language of Female Leadership," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-27791-5, March.
    18. Liu, Chelsea, 2018. "Are women greener? Corporate gender diversity and environmental violations," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 118-142.
    19. Blau, Benjamin M. & DeLisle, Jared R. & Price, S. McKay, 2015. "Do sophisticated investors interpret earnings conference call tone differently than investors at large? Evidence from short sales," Journal of Corporate Finance, Elsevier, vol. 31(C), pages 203-219.
    20. William J. Mayew & Mohan Venkatachalam, 2012. "The Power of Voice: Managerial Affective States and Future Firm Performance," Journal of Finance, American Finance Association, vol. 67(1), pages 1-44, February.
    21. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    22. Huang, Jiekun & Kisgen, Darren J., 2013. "Gender and corporate finance: Are male executives overconfident relative to female executives?," Journal of Financial Economics, Elsevier, vol. 108(3), pages 822-839.
    23. Faccio, Mara & Marchica, Maria-Teresa & Mura, Roberto, 2016. "CEO gender, corporate risk-taking, and the efficiency of capital allocation," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 193-209.
    24. Stephan Hollander & Maarten Pronk & Erik Roelofsen, 2010. "Does Silence Speak? An Empirical Analysis of Disclosure Choices During Conference Calls," Journal of Accounting Research, Wiley Blackwell, vol. 48(3), pages 531-563, June.
    25. Simon Ho & Annie Li & Kinsun Tam & Feida Zhang, 2015. "CEO Gender, Ethical Leadership, and Accounting Conservatism," Journal of Business Ethics, Springer, vol. 127(2), pages 351-370, March.
    26. Peggy M. Lee & Erika Hayes James, 2007. "She'‐e‐os: gender effects and investor reactions to the announcements of top executive appointments," Strategic Management Journal, Wiley Blackwell, vol. 28(3), pages 227-241, March.
    27. Jennifer Di Noia, 2002. "Indicators of Gender Equality for American States and Regions: An Update," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 59(1), pages 35-77, July.
    28. Antoinette Schoar & Luo Zuo, 2017. "Shaped by Booms and Busts: How the Economy Impacts CEO Careers and Management Styles," The Review of Financial Studies, Society for Financial Studies, vol. 30(5), pages 1425-1456.
    29. Judith Baxter, 2010. "Case Study 2: Language of Female Leadership in Action," Palgrave Macmillan Books, in: The Language of Female Leadership, chapter 6, pages 116-146, Palgrave Macmillan.
    30. Lam, Kevin C.K. & McGuinness, Paul B. & Vieito, João Paulo, 2013. "CEO gender, executive compensation and firm performance in Chinese‐listed enterprises," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 1136-1159.
    31. Khan, Walayet A. & Vieito, João Paulo, 2013. "Ceo gender and firm performance," Journal of Economics and Business, Elsevier, vol. 67(C), pages 55-66.
    32. Aminah Nalikka, 2009. "Impact of Gender Diversity on Voluntary Disclosure in Annual Reports," Accounting & Taxation, The Institute for Business and Finance Research, vol. 1(1), pages 101-113.
    33. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    34. Campbell, T. Colin & Gallmeyer, Michael & Johnson, Shane A. & Rutherford, Jessica & Stanley, Brooke W., 2011. "CEO optimism and forced turnover," Journal of Financial Economics, Elsevier, vol. 101(3), pages 695-712, September.
    35. Karen M. Y. Lai & Bin Srinidhi & Ferdinand A. Gul & Judy S. L. Tsui, 2017. "Board Gender Diversity, Auditor Fees, and Auditor Choice," Contemporary Accounting Research, John Wiley & Sons, vol. 34(3), pages 1681-1714, September.
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