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Oh what a beautiful morning! The time of day effect on the tone and market impact of conference calls

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  • Chen, J.
  • Demers, E.
  • Lev, B.

    (Externe publicaties SBE)

Abstract

Using textual analysis software, we examine whether and how the tone of the question and answer ("Q&A") portion of earnings-related conference calls varies with the time of day. We find that the tone of the conversations between analysts and managers becomes significantly more negative as the day wears off. This continuous, hour-by-hour change is likely the result of mental and physical fatigue gradually and imperceptibly setting in. The same pattern holds for textual uncertainty, increasing as the day wears off, the conversational tone is more wavering and less resolute. We document that conversational tone has economic consequences; more negatively toned conversations are associated with more negative abnormal stock returns during the call period and immediately thereafter. Notwithstanding the negativity associated with later day calls, firms exhibit significant "stickiness" in their choice of call time; having initiated the earnings conference call in the afternoon in the prior quarter is the most significant determinant of their doing so in the current quarter, dominating the sign of the earnings news and alternative measures of the firm’s need for equity capital. Analysis of post-call (50 days) returns indicates that there is an initial negative overreaction to bad news earnings information and, incrementally, to calls initiated in the afternoon, that eventually reverses. In contrast, the negative impact of tone deterioration on stock returns, documented here, does not reverse. To the best of our knowledge, this is the first study to document the effects of human physiological and mental factors on corporate communications with investors.

Suggested Citation

  • Chen, J. & Demers, E. & Lev, B., 2013. "Oh what a beautiful morning! The time of day effect on the tone and market impact of conference calls," Research Memorandum 038, Maastricht University, Graduate School of Business and Economics (GSBE).
  • Handle: RePEc:unm:umagsb:2013038
    DOI: 10.26481/umagsb.2013038
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    References listed on IDEAS

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    1. Angela K. Davis & Jeremy M. Piger & Lisa M. Sedor, 2012. "Beyond the Numbers: Measuring the Information Content of Earnings Press Release Language," Contemporary Accounting Research, John Wiley & Sons, vol. 29(3), pages 845-868, September.
    2. 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.
    3. 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.
    4. Feng Li, 2010. "The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach," Journal of Accounting Research, Wiley Blackwell, vol. 48(5), pages 1049-1102, December.
    5. Lev, B & Zarowin, P, 1999. "The boundaries of financial reporting and how to extend them," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 353-385.
    6. Bushee, Brian J. & Matsumoto, Dawn A. & Miller, Gregory S., 2003. "Open versus closed conference calls: the determinants and effects of broadening access to disclosure," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 149-180, January.
    7. Frankel, R & Johnson, M & Skinner, DJ, 1999. "An empirical examination of conference calls as a voluntary disclosure medium," Journal of Accounting Research, Wiley Blackwell, vol. 37(1), pages 133-150.
    8. Carl R. Chen & Nancy J. Mohan, 1994. "Timing the Disclosure of Information: Management's View of Earnings Announcements," Financial Management, Financial Management Association, vol. 23(3), Fall.
    9. Skinner, Douglas J., 2003. "Should firms disclose everything to everybody? A discussion of "Open vs. closed conference calls: the determinants and effects of broadening access to disclosure"," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 181-187, January.
    10. Francis, J & Pagach, D & Stephan, J, 1992. "The Stock-Market Response To Earnings Announcements Released During Trading Versus Nontrading Periods," Journal of Accounting Research, Wiley Blackwell, vol. 30(2), pages 165-184.
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