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Media coverage of industry and the cross‐section of stock returns

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  • Tao Huang
  • Xueyong Zhang

Abstract

This paper investigates the cross‐sectional relation between media coverage of industry and expected stock returns. Using abnormal industry‐level news volume as a proxy for industry‐level media coverage, we find that stocks in industries with lower media coverage earn significantly higher future returns than stocks in industries with higher media coverage. This finding is robust even after controlling for well‐known stock characteristics and proxies for stock‐specific attention. Moreover, the return premium of lower industry‐level media coverage experiences continuation in the following 2 months, only to be followed by a reversal in the third month, due to the erosion of media coverage.

Suggested Citation

  • Tao Huang & Xueyong Zhang, 2022. "Media coverage of industry and the cross‐section of stock returns," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1107-1141, April.
    • Handle: RePEc:bla:acctfi:v:62:y:2022:i:s1:p:1107-1141
    DOI: 10.1111/acfi.12819
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    as
    1. Liu, Jianan & Stambaugh, Robert F. & Yuan, Yu, 2019. "Size and value in China," Journal of Financial Economics, Elsevier, vol. 134(1), pages 48-69.
    2. Peng, Lin & Xiong, Wei, 2006. "Investor attention, overconfidence and category learning," Journal of Financial Economics, Elsevier, vol. 80(3), pages 563-602, June.
    3. Kewei Hou, 2007. "Industry Information Diffusion and the Lead-lag Effect in Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1113-1138.
    4. Yi Dong & Chenkai Ni, 2014. "Does Limited Attention Constrain Investors’ Acquisition of Firm-specific Information?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(9-10), pages 1361-1392, November.
    5. 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.
    6. Joel Peress, 2010. "Product Market Competition, Insider Trading, and Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 65(1), pages 1-43, February.
    7. Hong, Harrison & Torous, Walter & Valkanov, Rossen, 2007. "Do industries lead stock markets?," Journal of Financial Economics, Elsevier, vol. 83(2), pages 367-396, February.
    8. Joel Peress, 2014. "The Media and the Diffusion of Information in Financial Markets: Evidence from Newspaper Strikes," Journal of Finance, American Finance Association, vol. 69(5), pages 2007-2043, October.
    9. Jungshik Hur & Vivek Singh, 2017. "Cross-Section of Expected Returns and Extreme Returns: The Role of Investor Attention and Risk Preferences," Financial Management, Financial Management Association International, vol. 46(2), pages 409-431, June.
    10. Hameed, Allaudeen & Mian, G. Mujtaba, 2015. "Industries and Stock Return Reversals," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 89-117, April.
    11. Joshua D. Coval & Tobias J. Moskowitz, 1999. "Home Bias at Home: Local Equity Preference in Domestic Portfolios," Journal of Finance, American Finance Association, vol. 54(6), pages 2045-2073, December.
    12. M. Cecilia Bustamante, 2015. "Editor's Choice Strategic Investment and Industry Risk Dynamics," The Review of Financial Studies, Society for Financial Studies, vol. 28(2), pages 297-341.
    13. Demirer, Rıza & Lien, Donald & Zhang, Huacheng, 2015. "Industry herding and momentum strategies," Pacific-Basin Finance Journal, Elsevier, vol. 32(C), pages 95-110.
    14. Kenneth R. Ahern & Denis Sosyura, 2014. "Who Writes the News? Corporate Press Releases during Merger Negotiations," Journal of Finance, American Finance Association, vol. 69(1), pages 241-291, February.
    15. Andrew Detzel & Philipp Schaberl & Jack Strauss, 2019. "Expected versus Ex Post Profitability in the Cross‐Section of Industry Returns," Financial Management, Financial Management Association International, vol. 48(2), pages 505-536, June.
    16. Huang, Tzu-Lun, 2018. "The puzzling media effect in the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 49(C), pages 129-146.
    17. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    18. Huang, Yuqin & Qiu, Huiyan & Wu, Zhiguo, 2016. "Local bias in investor attention: Evidence from China's Internet stock message boards," Journal of Empirical Finance, Elsevier, vol. 38(PA), pages 338-354.
    19. Wang, Steven Shuye & Xu, Kuan & Zhang, Hao, 2019. "A microstructure study of circuit breakers in the Chinese stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    20. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    21. Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
    22. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    23. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    24. Hoque, Hafiz & Mu, Shaolong, 2019. "Partial private sector oversight in China's A-share IPO market: An empirical study of the sponsorship system," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 15-37.
    25. Shi, Yong & Tang, Ye-ran & Long, Wen, 2019. "Sentiment contagion analysis of interacting investors: Evidence from China’s stock forum," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 246-259.
    26. Zhi Da & Joseph Engelberg & Pengjie Gao, 2011. "In Search of Attention," Journal of Finance, American Finance Association, vol. 66(5), pages 1461-1499, October.
    27. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    28. Paul C. Tetlock, 2011. "All the News That's Fit to Reprint: Do Investors React to Stale Information?," The Review of Financial Studies, Society for Financial Studies, vol. 24(5), pages 1481-1512.
    29. Jiang, Guohua & Wang, Hansheng, 2008. "Should earnings thresholds be used as delisting criteria in stock market?," Journal of Accounting and Public Policy, Elsevier, vol. 27(5), pages 409-419.
    30. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    31. Kewei Hou & David T. Robinson, 2006. "Industry Concentration and Average Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1927-1956, August.
    32. Tobias J. Moskowitz & Mark Grinblatt, 1999. "Do Industries Explain Momentum?," Journal of Finance, American Finance Association, vol. 54(4), pages 1249-1290, August.
    33. Vozlyublennaia, Nadia, 2014. "Investor attention, index performance, and return predictability," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 17-35.
    34. Liu, Mark H., 2011. "Analysts’ Incentives to Produce Industry-Level versus Firm-Specific Information," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(3), pages 757-784, June.
    35. Brad M. Barber & Terrance Odean, 2008. "All That Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 785-818, April.
    36. Li, Jun & Yu, Jianfeng, 2012. "Investor attention, psychological anchors, and stock return predictability," Journal of Financial Economics, Elsevier, vol. 104(2), pages 401-419.
    37. Hailiang Chen & Prabuddha De & Yu (Jeffrey) Hu & Byoung-Hyoun Hwang, 2014. "Wisdom of Crowds: The Value of Stock Opinions Transmitted Through Social Media," The Review of Financial Studies, Society for Financial Studies, vol. 27(5), pages 1367-1403.
    38. David H. Solomon, 2012. "Selective Publicity and Stock Prices," Journal of Finance, American Finance Association, vol. 67(2), pages 599-638, April.
    39. Bajo, Emanuele & Chemmanur, Thomas J. & Simonyan, Karen & Tehranian, Hassan, 2016. "Underwriter networks, investor attention, and initial public offerings," Journal of Financial Economics, Elsevier, vol. 122(2), pages 376-408.
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