IDEAS home Printed from https://ideas.repec.org/p/unm/umagsb/2013038.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://cris.maastrichtuniversity.nl/ws/files/1671619/guid-54b935df-66d6-4ad0-ac5b-543a3f4487c4-ASSET1.0.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.26481/umagsb.2013038?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kristian D. Allee & Matthew D. Deangelis, 2015. "The Structure of Voluntary Disclosure Narratives: Evidence from Tone Dispersion," Journal of Accounting Research, Wiley Blackwell, vol. 53(2), pages 241-274, May.
    2. 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.
    3. 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.
    4. Yan Luo & Linying Zhou, 2020. "Textual tone in corporate financial disclosures: a survey of the literature," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 17(2), pages 101-110, September.
    5. Arslan-Ayaydin, Özgür & Boudt, Kris & Thewissen, James, 2016. "Managers set the tone: Equity incentives and the tone of earnings press releases," Journal of Banking & Finance, Elsevier, vol. 72(S), pages 132-147.
    6. Ingrid E. Fisher & Margaret R. Garnsey & Mark E. Hughes, 2016. "Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 23(3), pages 157-214, July.
    7. Christina Bannier & Thomas Pauls & Andreas Walter, 2019. "Content analysis of business communication: introducing a German dictionary," Journal of Business Economics, Springer, vol. 89(1), pages 79-123, February.
    8. Borochin, Paul A. & Cicon, James E. & DeLisle, R. Jared & Price, S. McKay, 2018. "The effects of conference call tones on market perceptions of value uncertainty," Journal of Financial Markets, Elsevier, vol. 40(C), pages 75-91.
    9. Frankel, Richard & Jennings, Jared & Lee, Joshua, 2016. "Using unstructured and qualitative disclosures to explain accruals," Journal of Accounting and Economics, Elsevier, vol. 62(2), pages 209-227.
    10. Andrew Todd & James Bowden & Yashar Moshfeghi, 2024. "Text‐based sentiment analysis in finance: Synthesising the existing literature and exploring future directions," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 31(1), March.
    11. Richard Frankel & Jared Jennings & Joshua Lee, 2022. "Disclosure Sentiment: Machine Learning vs. Dictionary Methods," Management Science, INFORMS, vol. 68(7), pages 5514-5532, July.
    12. Yekini, Liafisu Sina & Wisniewski, Tomasz Piotr & Millo, Yuval, 2016. "Market reaction to the positiveness of annual report narratives," The British Accounting Review, Elsevier, vol. 48(4), pages 415-430.
    13. Chouliaras, Andreas, 2015. "The Pessimism Factor: SEC EDGAR Form 10-K Textual Analysis and Stock Returns," MPRA Paper 65585, University Library of Munich, Germany.
    14. Andrew Ferguson & Tom Scott & Neil Fargher, 2016. "The determinants and market reaction to Open Briefings: an investor relations option and evidence on the effectiveness of disclosure," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 56(3), pages 803-843, September.
    15. Jason V. Chen & Itay Kama & Reuven Lehavy, 2019. "A contextual analysis of the impact of managerial expectations on asymmetric cost behavior," Review of Accounting Studies, Springer, vol. 24(2), pages 665-693, June.
    16. 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).
    17. John Donovan & Jared Jennings & Kevin Koharki & Joshua Lee, 2021. "Measuring credit risk using qualitative disclosure," Review of Accounting Studies, Springer, vol. 26(2), pages 815-863, June.
    18. Liu, Chao & Wang, FeiFei & Xue, Wenjun, 2023. "The annual report tone and return Comovement—Evidence from China's stock market," International Review of Financial Analysis, Elsevier, vol. 88(C).
    19. Jiangyuan Wang & Guangqiang Liu & Qisong Xiong, 2020. "Institutional investors’ information seeking and stock price crash risk: nonlinear relationship based on management’s opportunistic behaviour," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(5), pages 4621-4649, December.
    20. Thomas Renault, 2020. "Sentiment analysis and machine learning in finance: a comparison of methods and models on one million messages," Digital Finance, Springer, vol. 2(1), pages 1-13, September.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:unm:umagsb:2013038. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Andrea Willems or Leonne Portz (email available below). General contact details of provider: https://edirc.repec.org/data/meteonl.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.