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Speech Analysis in Financial Markets

Author

Listed:
  • Mayew, William J.
  • Venkatachalam, Mohan
Abstract
The ways in which managers communicate information to capital market participants go far beyond financial statements and accounting numbers. Managers communicate economically relevant information both verbally, in documents distributed and available to investors (such as annual reports and SEC filings), and nonverbally, through meetings and conference calls with analysts and investors. We review research on the information contained in nonverbal communication, particularly vocal communication that occurs in organizational contexts. We also explore possible ways in which accounting researchers can draw useful insights from investigating managerial vocal communication. The advances in computerized voice analysis coupled with the increasing availability of audio files containing managerial communication presents promising research opportunities.

Suggested Citation

  • Mayew, William J. & Venkatachalam, Mohan, 2013. "Speech Analysis in Financial Markets," Foundations and Trends(R) in Accounting, now publishers, vol. 7(2), pages 73-130, March.
    • Handle: RePEc:now:fntacc:1400000024
    DOI: 10.1561/1400000024
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    Citations

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    Cited by:

    1. Katarina Böttcher & Kerstin Lopatta, 2020. "Gender-Sensitive Language in German Annual Reports," Journal of Management and Sustainability, Canadian Center of Science and Education, vol. 8(4), pages 1-1, March.
    2. Behn, Oliver & Leyer, Michael & Iren, Deniz, 2024. "Employees’ acceptance of AI-based emotion analytics from speech on a group level in virtual meetings," Technology in Society, Elsevier, vol. 76(C).

    More about this item

    Keywords

    Speech analysis; Financial markets; Management communications; Nonverbal communication; Voice; Linguistics; Emotions; Management Disclosures; Financial Markets; financial statement numbers. Managers communicate economically relevant information both verbally; in documents distributed and available to investors; and non-verbally; through meetings and conference calls with analysts and investors. Over the past five years; the advances in computational linguistic software and the availability of large repositories of corporate text have facilitated an explosion of studies examining the information contained in verbal communication from management. that occurs in organizational contexts and explores ways in which accounting researchers can draw useful insights from investigating managerial nonverbal communication. It focuses on non-verbal communication from voice with a particular emphasis on discussing voice analysis from the standpoint of a researcher interested in conducting empirical archival assessments. After an introduction; section 2 discusses the research approaches to speech analysis and the importance of identifying speech corpus. Section 3 reviews the existing literature on voice analysis in accounting and finance primarily focused on management communication. Section 4 details the challenges to the literature; and offers some directions for future research; and section 5 offers concluding remarks.;
    All these keywords.

    JEL classification:

    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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