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The tone and readability of the media during the financial crisis: Evidence from pre-IPO media coverage

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  • Bhardwaj, Arti
  • Imam, Shahed

Abstract

Prior research suggests that in an IPO market, where investors have little knowledge of IPO companies, the media plays a vital role in facilitating or inhibiting the process of impression formation. This paper examines the tone and readability of the media for IPO companies during the global financial crisis to understand the role of the media when the economic environment is uncertain. Our findings suggest that the tone but not the readability of the media varies under different market conditions. In particular, we find that the tone in the media is more favourable in good times, less so in bad. We suggest that the media is aware of the fact that positive (negative) news articles are more (less) likely to increase retail demand for a stock and, thus, try to hedge their bets during the crisis period and do not want to create unnecessary attention in an uncertain environment.

Suggested Citation

  • Bhardwaj, Arti & Imam, Shahed, 2019. "The tone and readability of the media during the financial crisis: Evidence from pre-IPO media coverage," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 40-48.
  • Handle: RePEc:eee:finana:v:63:y:2019:i:c:p:40-48
    DOI: 10.1016/j.irfa.2019.02.001
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    as
    1. 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.
    2. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    3. 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.
    4. Lowry, Michelle, 2003. "Why does IPO volume fluctuate so much?," Journal of Financial Economics, Elsevier, vol. 67(1), pages 3-40, January.
    5. Kristina Rennekamp, 2012. "Processing Fluency and Investors’ Reactions to Disclosure Readability," Journal of Accounting Research, Wiley Blackwell, vol. 50(5), pages 1319-1354, December.
    6. Lee, Charles M C & Shleifer, Andrei & Thaler, Richard H, 1991. "Investor Sentiment and the Closed-End Fund Puzzle," Journal of Finance, American Finance Association, vol. 46(1), pages 75-109, March.
    7. Hun‐Tong Tan & Elaine Ying Wang & Bo Zhou, 2014. "When the Use of Positive Language Backfires: The Joint Effect of Tone, Readability, and Investor Sophistication on Earnings Judgments," Journal of Accounting Research, Wiley Blackwell, vol. 52(1), pages 273-302, March.
    8. 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, Wiley Blackwell, vol. 48(1), pages 1-19, March.
    9. Li, Feng, 2008. "Annual report readability, current earnings, and earnings persistence," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 221-247, August.
    10. Benninga, Simon & Helmantel, Mark & Sarig, Oded, 2005. "The timing of initial public offerings," Journal of Financial Economics, Elsevier, vol. 75(1), pages 115-132, January.
    11. Bhattacharya, Utpal & Galpin, Neal & Ray, Rina & Yu, Xiaoyun, 2009. "The Role of the Media in the Internet IPO Bubble," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 657-682, June.
    12. 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.
    13. Jonathan L. Rogers & Douglas J. Skinner & Sarah L. C. Zechman, 2016. "The role of the media in disseminating insider-trading news," Review of Accounting Studies, Springer, vol. 21(3), pages 711-739, September.
    14. Benveniste, Lawrence M. & Spindt, Paul A., 1989. "How investment bankers determine the offer price and allocation of new issues," Journal of Financial Economics, Elsevier, vol. 24(2), pages 343-361.
    15. Jeffrey L. Callen & Mozaffar Khan & Hai Lu, 2013. "Accounting Quality, Stock Price Delay, and Future Stock Returns," Contemporary Accounting Research, John Wiley & Sons, vol. 30(1), pages 269-295, March.
    16. Lily Fang & Joel Peress, 2009. "Media Coverage and the Cross‐section of Stock Returns," Journal of Finance, American Finance Association, vol. 64(5), pages 2023-2052, October.
    17. Cook, Douglas O. & Kieschnick, Robert & Van Ness, Robert A., 2006. "On the marketing of IPOs," Journal of Financial Economics, Elsevier, vol. 82(1), pages 35-61, October.
    18. Casey Dougal & Joseph Engelberg & Diego García & Christopher A. Parsons, 2012. "Journalists and the Stock Market," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 639-679.
    19. Laura Xiaolei Liu & Ann E. Sherman & Yong Zhang, 2014. "The Long-Run Role of the Media: Evidence from Initial Public Offerings," Management Science, INFORMS, vol. 60(8), pages 1945-1964, August.
    20. Rock, Kevin, 1986. "Why new issues are underpriced," Journal of Financial Economics, Elsevier, vol. 15(1-2), pages 187-212.
    21. Blankespoor, Elizabeth & deHaan, Ed & Zhu, Christina, 2017. "Capital Market Effects of Media Synthesis and Dissemination: Evidence from Robo-Journalism," Research Papers 3490, Stanford University, Graduate School of Business.
    22. Daniel J. Bradley & Bradford D. Jordan & Jay R. Ritter, 2003. "The Quiet Period Goes out with a Bang," Journal of Finance, American Finance Association, vol. 58(1), pages 1-36, February.
    23. Franҫois Derrien, 2005. "IPO Pricing in “Hot” Market Conditions: Who Leaves Money on the Table?," Journal of Finance, American Finance Association, vol. 60(1), pages 487-521, February.
    24. Bloomfield, Robert, 2008. "Discussion of "Annual report readability, current earnings, and earnings persistence"," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 248-252, August.
    25. 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.
    26. Francesca Cornelli & David Goldreich & Alexander Ljungqvist, 2006. "Investor Sentiment and Pre‐IPO Markets," Journal of Finance, American Finance Association, vol. 61(3), pages 1187-1216, June.
    27. Joseph E. Engelberg & Christopher A. Parsons, 2011. "The Causal Impact of Media in Financial Markets," Journal of Finance, American Finance Association, vol. 66(1), pages 67-97, February.
    28. Matti Keloharju & Sami Torstila, 2002. "The Distribution of Information among Institutional and Retail Investors in IPOs," European Financial Management, European Financial Management Association, vol. 8(3), pages 357-372, September.
    29. François Derrien, 2005. "IPO Pricing in 'Hot' Market Conditions: Who Leaves Money on the Table?," Post-Print hal-00480827, HAL.
    30. Baginski, Stephen P. & Demers, Elizabeth & Kausar, Asad & Yu, Yingri Julia, 2018. "Linguistic tone and the small trader," Accounting, Organizations and Society, Elsevier, vol. 68, pages 21-37.
    31. 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.
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    2. Hesham Bassyouny & Tarek Abdelfattah, 2022. "Executives vs. governance: Who has the predictive power? Evidence from narrative tone," Review of Quantitative Finance and Accounting, Springer, vol. 58(1), pages 361-382, January.
    3. Aktas, Osman Ulas & Kryzanowski, Lawrence & Zhang, Jie, 2021. "Volatility spillover around price limits in an emerging market," Finance Research Letters, Elsevier, vol. 39(C).
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    5. Bassyouny, Hesham & Abdelfattah, Tarek & Tao, Lei, 2022. "Narrative disclosure tone: A review and areas for future research," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 49(C).
    6. Xiaohong Shen & Gaoshan Wang & Yue Wang & Alfred Peris, 2021. "The Influence of Research Reports on Stock Returns: The Mediating Effect of Machine-Learning-Based Investor Sentiment," Discrete Dynamics in Nature and Society, Hindawi, vol. 2021, pages 1-14, December.

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