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Media coverage and the cost of equity capital around the world

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  • Xin Gao
  • Donghui Li
  • Lu Xing
  • Weidong Xu

Abstract

Using a sample of 38 countries, our study is the first to show on a global scale that the relation between media coverage and implied cost of equity capital (ICOC) is negative and both statistically and economically significant. On average, a one‐unit increase in media coverage (approximately two news articles) leads to a 0.38% decrease in ICOC. This effect hinges on the degree of press freedom in the reporting country and the credibility of specific media outlets. The effect is more pronounced in countries with less developed capital markets but greater US media penetration. Furthermore, firms with higher information asymmetry or weaker corporate governance experience a stronger impact of media coverage on ICOC. Positive news coverage encourages firms to invest more and use less debt, while negative news coverage has opposite influences. Finally, the release of media news is associated with reduced option‐implied volatility.

Suggested Citation

  • Xin Gao & Donghui Li & Lu Xing & Weidong Xu, 2025. "Media coverage and the cost of equity capital around the world," Financial Management, Financial Management Association International, vol. 54(3), pages 585-631, September.
  • Handle: RePEc:bla:finmgt:v:54:y:2025:i:3:p:585-631
    DOI: 10.1111/fima.12490
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    as
    1. Handa, Puneet & Linn, Scott C., 1993. "Arbitrage Pricing with Estimation Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(1), pages 81-100, March.
    2. Brunetti, Aymo & Weder, Beatrice, 2003. "A free press is bad news for corruption," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1801-1824, August.
    3. Stephen P. Baginski & Kenneth C. Rakow, 2012. "Management earnings forecast disclosure policy and the cost of equity capital," Review of Accounting Studies, Springer, vol. 17(2), pages 279-321, June.
    4. Gregory S. Miller, 2006. "The Press as a Watchdog for Accounting Fraud," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 44(5), pages 1001-1033, December.
    5. Rui Albuquerue & Neng Wang, 2015. "Agency Conflicts, Investment, and Asset Pricing: Erratum," Journal of Finance, American Finance Association, vol. 70(5), pages 2347-2348, October.
    6. Peter Christoffersen & Mathieu Fournier & Kris Jacobs, 2018. "The Factor Structure in Equity Options," The Review of Financial Studies, Society for Financial Studies, vol. 31(2), pages 595-637.
    7. David Easley & Soeren Hvidkjaer & Maureen O'Hara, 2002. "Is Information Risk a Determinant of Asset Returns?," Journal of Finance, American Finance Association, vol. 57(5), pages 2185-2221, October.
    8. Laura L. Veldkamp, 2006. "Media Frenzies in Markets for Financial Information," American Economic Review, American Economic Association, vol. 96(3), pages 577-601, June.
    9. Dan Dhaliwal & Shane Heitzman & Oliver Zhen Li, 2006. "Taxes, Leverage, and the Cost of Equity Capital," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 44(4), pages 691-723, September.
    10. Jay R. Ritter & Ivo Welch, 2002. "A Review of IPO Activity, Pricing, and Allocations," Journal of Finance, American Finance Association, vol. 57(4), pages 1795-1828, August.
    11. Nicholas M. Guest, 2021. "The Information Role of the Media in Earnings News," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 59(3), pages 1021-1076, June.
    12. Najah Attig & Sean Cleary & Sadok El Ghoul & Omrane Guedhami, 2013. "Institutional Investment Horizons and the Cost of Equity Capital," Financial Management, Financial Management Association International, vol. 42(2), pages 441-477, June.
    13. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    14. Coles, Jeffrey L. & Loewenstein, Uri & Suay, Jose, 1995. "On Equilibrium Pricing under Parameter Uncertainty," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(3), pages 347-364, September.
    15. Luzi Hail & Christian Leuz, 2006. "International Differences in the Cost of Equity Capital: Do Legal Institutions and Securities Regulation Matter?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 44(3), pages 485-531, June.
    16. Xin Chang & Sudipto Dasgupta & Gilles Hilary, 2006. "Analyst Coverage and Financing Decisions," Journal of Finance, American Finance Association, vol. 61(6), pages 3009-3048, December.
    17. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    18. Peter D. Easton & Gregory A. Sommers, 2007. "Effect of Analysts' Optimism on Estimates of the Expected Rate of Return Implied by Earnings Forecasts," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 45(5), pages 983-1015, December.
    19. Rebecca N. Hann & Maria Ogneva & Oguzhan Ozbas, 2013. "Corporate Diversification and the Cost of Capital," Journal of Finance, American Finance Association, vol. 68(5), pages 1961-1999, October.
    20. Sadok El Ghoul & Omrane Guedhami & Hakkon Kim & Kwangwoo Park, 2018. "Corporate Environmental Responsibility and the Cost of Capital: International Evidence," Journal of Business Ethics, Springer, vol. 149(2), pages 335-361, May.
    21. James A. Ohlson & Beate E. Juettner-Nauroth, 2005. "Expected EPS and EPS Growth as Determinantsof Value," Review of Accounting Studies, Springer, vol. 10(2), pages 349-365, September.
    22. Gao, Haoyu & Wang, Junbo & Wang, Yanchu & Wu, Chunchi & Dong, Xi, 2020. "Media Coverage and the Cost of Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(2), pages 429-471, March.
    23. Lili Dai & Jerry T. Parwada & Bohui Zhang, 2015. "The Governance Effect of the Media's News Dissemination Role: Evidence from Insider Trading," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 53(2), pages 331-366, May.
    24. Houston, Joel F. & Lin, Chen & Ma, Yue, 2011. "Media ownership, concentration and corruption in bank lending," Journal of Financial Economics, Elsevier, vol. 100(2), pages 326-350, May.
    25. Nguyen, Bang Dang & Nielsen, Kasper Meisner, 2010. "The value of independent directors: Evidence from sudden deaths," Journal of Financial Economics, Elsevier, vol. 98(3), pages 550-567, December.
    26. El Ghoul, Sadok & Guedhami, Omrane & Pittman, Jeffrey, 2016. "Cross-country evidence on the importance of Big Four auditors to equity pricing: The mediating role of legal institutions," Accounting, Organizations and Society, Elsevier, vol. 54(C), pages 60-81.
    27. René M. Stulz, 1999. "Golbalization, Corporate Finance, And The Cost Of Capital," Journal of Applied Corporate Finance, Morgan Stanley, vol. 12(3), pages 8-25, September.
    28. DeAngelo, Linda Elizabeth, 1981. "Auditor size and audit quality," Journal of Accounting and Economics, Elsevier, vol. 3(3), pages 183-199, December.
    29. 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.
    30. Rjiba, Hatem & Saadi, Samir & Boubaker, Sabri & Ding, Xiaoya (Sara), 2021. "Annual report readability and the cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 67(C).
    31. Qi, Yaxuan & Roth, Lukas & Wald, John K., 2010. "Political rights and the cost of debt," Journal of Financial Economics, Elsevier, vol. 95(2), pages 202-226, February.
    32. Ying Cao & Linda A. Myers & Albert Tsang & Yong George Yang, 2017. "Management forecasts and the cost of equity capital: international evidence," Review of Accounting Studies, Springer, vol. 22(2), pages 791-838, June.
    33. Robert M. Bushman & Christopher D. Williams & Regina Wittenberg‐Moerman, 2017. "The Informational Role of the Media in Private Lending," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 55(1), pages 115-152, March.
    34. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    35. Edwin J. Elton, 1999. "Presidential Address: Expected Return, Realized Return, and Asset Pricing Tests," Journal of Finance, American Finance Association, vol. 54(4), pages 1199-1220, August.
    36. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 107-156.
    37. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    38. Clarkson, Pete & Guedes, Jose & Thompson, Rex, 1996. "On the Diversification, Observability, and Measurement of Estimation Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(1), pages 69-84, March.
    39. Dang, Tung Lam & Moshirian, Fariborz & Zhang, Bohui, 2015. "Commonality in news around the world," Journal of Financial Economics, Elsevier, vol. 116(1), pages 82-110.
    40. Jeong-Bon Kim & Liuchuang Li & Hao Zhang, 2017. "Analyst Forecast Accuracy and Media Independence," Financial Management, Financial Management Association International, vol. 46(4), pages 1023-1051, December.
    41. Dhaliwal, Dan & Judd, J. Scott & Serfling, Matthew & Shaikh, Sarah, 2016. "Customer concentration risk and the cost of equity capital," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 23-48.
    42. Lili Dai & Rui Shen & Bohui Zhang, 2021. "Does the media spotlight burn or spur innovation?," Review of Accounting Studies, Springer, vol. 26(1), pages 343-390, March.
    43. Joe, Jennifer R. & Louis, Henock & Robinson, Dahlia, 2009. "Managers’ and Investors’ Responses to Media Exposure of Board Ineffectiveness," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 579-605, June.
    44. Jiaxing You & Bohui Zhang & Le Zhang, 2018. "Who Captures the Power of the Pen?," The Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 43-96.
    45. Chen, Yangyang & Goyal, Abhinav & Veeraraghavan, Madhu & Zolotoy, Leon, 2020. "Media Coverage and IPO Pricing around the World," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(5), pages 1515-1553, August.
    46. Lau, Sie Ting & Ng, Lilian & Zhang, Bohui, 2010. "The world price of home bias," Journal of Financial Economics, Elsevier, vol. 97(2), pages 191-217, August.
    47. Fauver, Larry & Hung, Mingyi & Li, Xi & Taboada, Alvaro G., 2017. "Board reforms and firm value: Worldwide evidence," Journal of Financial Economics, Elsevier, vol. 125(1), pages 120-142.
    48. Chen, Kevin C. W. & Chen, Zhihong & Wei, K. C. John, 2011. "Agency Costs of Free Cash Flow and the Effect of Shareholder Rights on the Implied Cost of Equity Capital," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 171-207, February.
    49. An, Zhe & Chen, Chen & Naiker, Vic & Wang, Jun, 2020. "Does media coverage deter firms from withholding bad news? Evidence from stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
    50. Bonsall, Samuel B. & Green, Jeremiah & Muller, Karl A., 2020. "Market uncertainty and the importance of media coverage at earnings announcements," Journal of Accounting and Economics, Elsevier, vol. 69(1).
    51. Aiyesha Dey, 2008. "Corporate Governance and Agency Conflicts," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 46(5), pages 1143-1181, December.
    52. Al Guindy, Mohamed, 2021. "Corporate Twitter use and cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 68(C).
    53. S. P. Kothari & Susan Shu & Peter D. Wysocki, 2009. "Do Managers Withhold Bad News?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 47(1), pages 241-276, March.
    54. Nilabhra Bhattacharya & Hemang Desai & Kumar Venkataraman, 2013. "Does Earnings Quality Affect Information Asymmetry? Evidence from Trading Costs," Contemporary Accounting Research, John Wiley & Sons, vol. 30(2), pages 482-516, June.
    55. Alexander Dyck & Natalya Volchkova & Luigi Zingales, 2008. "The Corporate Governance Role of the Media: Evidence from Russia," Journal of Finance, American Finance Association, vol. 63(3), pages 1093-1135, June.
    56. Fried, Dov & Givoly, Dan, 1982. "Financial analysts' forecasts of earnings : A better surrogate for market expectations," Journal of Accounting and Economics, Elsevier, vol. 4(2), pages 85-107, October.
    57. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    58. Zingales, Luigi & Dyck, Alexander, 2002. "The Corporate Governance Role of the Media," CEPR Discussion Papers 3630, Centre for Economic Policy Research.
    59. Elizabeth Blankespoor & Ed deHaan & Christina Zhu, 2018. "Capital market effects of media synthesis and dissemination: evidence from robo-journalism," Review of Accounting Studies, Springer, vol. 23(1), pages 1-36, March.
    60. Hail, Luzi & Leuz, Christian, 2009. "Cost of capital effects and changes in growth expectations around U.S. cross-listings," Journal of Financial Economics, Elsevier, vol. 93(3), pages 428-454, September.
    61. Coles, Jeffrey L. & Loewenstein, Uri, 1988. "Equilibrium pricing and portfolio composition in the presence of uncertain parameters," Journal of Financial Economics, Elsevier, vol. 22(2), pages 279-303, December.
    62. Mark Lang & Karl V. Lins & Mark Maffett, 2012. "Transparency, Liquidity, and Valuation: International Evidence on When Transparency Matters Most," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 50(3), pages 729-774, June.
    63. Chen, Kevin C.W. & Chen, Zhihong & Wei, K.C. John, 2009. "Legal protection of investors, corporate governance, and the cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 15(3), pages 273-289, June.
    64. Zingales, Luigi & Dyck, Alexander, 2002. "The Corporate Governance Role of the Media," Working Papers 184, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    65. Brian J. Bushee & John E. Core & Wayne Guay & Sophia J.W. Hamm, 2010. "The Role of the Business Press as an Information Intermediary," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 48(1), pages 1-19, March.
    66. Yan, Shu, 2011. "Jump risk, stock returns, and slope of implied volatility smile," Journal of Financial Economics, Elsevier, vol. 99(1), pages 216-233, January.
    67. Alexander Dyck & Adair Morse & Luigi Zingales, 2010. "Who Blows the Whistle on Corporate Fraud?," Journal of Finance, American Finance Association, vol. 65(6), pages 2213-2253, December.
    68. Chung, Kee H. & Zhang, Hao, 2011. "Corporate Governance and Institutional Ownership," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 247-273, February.
    69. Paul Hribar & Holly Yang, 2016. "CEO Overconfidence and Management Forecasting," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 204-227, March.
    70. James Claus & Jacob Thomas, 2001. "Equity Premia as Low as Three Percent? Evidence from Analysts' Earnings Forecasts for Domestic and International Stock Markets," Journal of Finance, American Finance Association, vol. 56(5), pages 1629-1666, October.
    71. Liu, Baixiao & McConnell, John J., 2013. "The role of the media in corporate governance: Do the media influence managers' capital allocation decisions?," Journal of Financial Economics, Elsevier, vol. 110(1), pages 1-17.
    72. Dan Gode & Partha Mohanram, 2003. "Inferring the Cost of Capital Using the Ohlson–Juettner Model," Review of Accounting Studies, Springer, vol. 8(4), pages 399-431, December.
    73. Narjess Boubakri & Omrane Guedhami & Dev Mishra, 2010. "Family control and the implied cost of equity: Evidence before and after the Asian financial crisis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(3), pages 451-474, April.
    74. Hanwen Chen & Jeff Zeyun Chen & Gerald J. Lobo & Yanyan Wang, 2011. "Effects of Audit Quality on Earnings Management and Cost of Equity Capital: Evidence from China," Contemporary Accounting Research, John Wiley & Sons, vol. 28(3), pages 892-925, September.
    75. Byeong-Je An & Andrew Ang & Turan G. Bali & Nusret Cakici, 2014. "The Joint Cross Section of Stocks and Options," Journal of Finance, American Finance Association, vol. 69(5), pages 2279-2337, October.
    76. Umit G. Gurun & Alexander W. Butler, 2012. "Don't Believe the Hype: Local Media Slant, Local Advertising, and Firm Value," Journal of Finance, American Finance Association, vol. 67(2), pages 561-598, April.
    77. Dang, Tung Lam & Dang, Viet Anh & Moshirian, Fariborz & Nguyen, Lily & Zhang, Bohui, 2019. "News media coverage and corporate leverage adjustments," Journal of Banking & Finance, Elsevier, vol. 109(C).
    78. William R. Gebhardt & Charles M. C. Lee & Bhaskaran Swaminathan, 2001. "Toward an Implied Cost of Capital," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 39(1), pages 135-176, June.
    79. Robert M. Bowen & Xia Chen & Qiang Cheng, 2008. "Analyst Coverage and the Cost of Raising Equity Capital: Evidence from Underpricing of Seasoned Equity Offerings," Contemporary Accounting Research, John Wiley & Sons, vol. 25(3), pages 657-700, September.
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