IDEAS home Printed from https://ideas.repec.org/a/kap/jbuset/v113y2013i2p333-347.html

Exploring Top Management Language for Signals of Possible Deception: The Words of Satyam’s Chair Ramalinga Raju

Author

Listed:
  • Russell Craig

  • Tony Mortensen

  • Shefali Iyer

Abstract

This paper explores the potential for systematic scrutiny of the language of top management to reveal signals of possible deceptive conduct. The language used in letters signed by Ramalinga Raju, Chair of the Indian multi-national company Satyam, are analysed using a multi-method quantitative approach. We explore the language in Raju’s annual report letters from 2002–2003 to 2007–2008; and in his letter of January 7, 2009 in which he confessed to deceptive conduct. We analyse the frequency of personal pronouns, the tone of positivity or negativity, the frequency of words of extreme emotion and aspects of the characteristics of language use indicated by the DICTION 5.0 text analysis master variable, CERTAINTY. The text of Raju’s letters appears to have been influenced by his self-confessed deceptive behaviour. Raju’s word choice changed noticeably in his five annual report letters prior to the collapse of Satyam as the scale and impact of his financial misstatements increased. The methods presented should be considered for adoption by auditors and regulators—as a way of assessing whether signals emerging from language use warrant closer (including audit) scrutiny of a firm’s financial reporting and governance. They should also be considered for use by monitors of entity risk, such as credit rating agencies and financial analysts. Copyright Springer Science+Business Media B.V. 2013

Suggested Citation

  • Russell Craig & Tony Mortensen & Shefali Iyer, 2013. "Exploring Top Management Language for Signals of Possible Deception: The Words of Satyam’s Chair Ramalinga Raju," Journal of Business Ethics, Springer, vol. 113(2), pages 333-347, March.
  • Handle: RePEc:kap:jbuset:v:113:y:2013:i:2:p:333-347
    DOI: 10.1007/s10551-012-1307-5
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10551-012-1307-5
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10551-012-1307-5?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Tim Loughran & Bill McDonald & Hayong Yun, 2009. "A Wolf in Sheep’s Clothing: The Use of Ethics-Related Terms in 10-K Reports," Journal of Business Ethics, Springer, vol. 89(1), pages 39-49, May.
    2. Doidge, Craig & Karolyi, G. Andrew & Stulz, Rene M., 2004. "Why are foreign firms listed in the U.S. worth more?," Journal of Financial Economics, Elsevier, vol. 71(2), pages 205-238, February.
    3. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    4. Richard Slack & Philip Shrives, 2010. "Voluntary disclosure narratives: more research or time to reflect?," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 11(2), pages 84-89, September.
    5. Niamh Brennan & Encarna Guillamon-Saorin & Aileen Pierce, 2009. "Impression management : developing and illustrating a scheme of analysis for narrative disclosures – a methodological note," Open Access publications 10197/2905, Research Repository, University College Dublin.
    6. Hooghiemstra, Reggy, 2010. "Letters to the shareholders: A content analysis comparison of letters written by CEOs in the United States and Japan," The International Journal of Accounting, Elsevier, vol. 45(3), pages 275-300, September.
    7. Hooghiemstra, Reggy, 2010. "Reply to discussion of "Letters to the shareholders: A content analysis comparison of letters written by CEOs in the U.S. and Japan"," The International Journal of Accounting, Elsevier, vol. 45(3), pages 303-305, September.
    8. Doris M. Merkl-Davies & Niamh Brennan, 2007. "Discretionary disclosure strategies in corporate narratives : incremental information or impression management?," Open Access publications 10197/2907, Research Repository, University College Dublin.
    9. Lina Zhou & Judee K. Burgoon & Jay F. Nunamaker & Doug Twitchell, 2004. "Automating Linguistics-Based Cues for Detecting Deception in Text-Based Asynchronous Computer-Mediated Communications," Group Decision and Negotiation, Springer, vol. 13(1), pages 81-106, January.
    10. Clive Boddy & Richard Ladyshewsky & Peter Galvin, 2010. "The Influence of Corporate Psychopaths on Corporate Social Responsibility and Organizational Commitment to Employees," Journal of Business Ethics, Springer, vol. 97(1), pages 1-19, November.
    11. Mark A. Clatworthy & Michael John Jones, 2006. "Differential patterns of textual characteristics and company performance in the chairman's statement," Accounting, Auditing & Accountability Journal, Emerald Group Publishing, vol. 19(4), pages 493-511, July.
    12. David F. Larcker & Anastasia A. Zakolyukina, 2012. "Detecting Deceptive Discussions in Conference Calls," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 50(2), pages 495-540, May.
    13. García Osma, Beatriz & Guillamón-Saorín, Encarna, 2011. "Corporate governance and impression management in annual results press releases," Accounting, Organizations and Society, Elsevier, vol. 36(4), pages 187-208.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Fabrizio Zerbini, 2017. "CSR Initiatives as Market Signals: A Review and Research Agenda," Journal of Business Ethics, Springer, vol. 146(1), pages 1-23, November.
    2. Steven J. Hyde & Eric Bachura & Jonathan Bundy & Richard T. Gretz & Wm. Gerard Sanders, 2024. "The tangled webs we weave: Examining the effects of CEO deception on analyst recommendations," Strategic Management Journal, Wiley Blackwell, vol. 45(1), pages 66-112, January.
    3. Sabri Boubaker & Dimitrios Gounopoulos & Hatem Rjiba, 2019. "Annual report readability and stock liquidity," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 28(2), pages 159-186, May.
    4. Francesco Capalbo & Alex Frino & Ming Ying Lim & Vito Mollica & Riccardo Palumbo, 2018. "The Impact of CEO Narcissism on Earnings Management," Abacus, Accounting Foundation, University of Sydney, vol. 54(2), pages 210-226, June.
    5. Javid Iqbal & Khalid Riaz, 2022. "Predicting future financial performance of banks from management’s tone in the textual disclosures," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(4), pages 2691-2721, August.
    6. Javid Iqbal, 2019. "Managerial Self-Attribution Bias and Banks’ Future Performance: Evidence from Emerging Economies," JRFM, MDPI, vol. 12(2), pages 1-32, April.
    7. Masibulele Phesa & Mabutho Sibanda & Frank Ranganai Matenda & Zamanguni Gumede, 2025. "Impression Management Tactics in the Chairperson’s Statement: A Systematic Literature Review and Avenues for Future Research," JRFM, MDPI, vol. 18(5), pages 1-33, May.
    8. Moon, Sangkil & Kim, Moon-Yong & Bergey, Paul K., 2019. "Estimating deception in consumer reviews based on extreme terms: Comparison analysis of open vs. closed hotel reservation platforms," Journal of Business Research, Elsevier, vol. 102(C), pages 83-96.
    9. Myojung Cho & Gopal V. Krishnan & Hyunkwon Cho, 2024. "Can We Trust the Trust Words in 10-Ks?," Journal of Business Ethics, Springer, vol. 190(4), pages 975-992, April.
    10. 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.
    11. Sayem Hossen & Monalisa Moon Joti & Md. Golam Rashed, 2025. "Language of Persuasion and Misrepresentation in Business Communication: A Textual Detection Approach," Papers 2508.09935, arXiv.org.
    12. Hope, Ole-Kristian & Wang, Jingjing, 2018. "Management deception, big-bath accounting, and information asymmetry: Evidence from linguistic analysis," Accounting, Organizations and Society, Elsevier, vol. 70(C), pages 33-51.

    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. 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.
    2. Moreno, Alonso, 2024. "Impression management in bilingual corporate reporting: An analysis of textual characteristics in Spanish and English," Research in International Business and Finance, Elsevier, vol. 70(PA).
    3. Saverio Bozzolan & Giovanna Michelon & Marco Mattei & Andrea Giornetti, 2019. "Signing the letter to shareholders: Does the Signatory?s role relate to impression management?," FINANCIAL REPORTING, FrancoAngeli Editore, vol. 2019(1), pages 37-82.
    4. Maria-Silvia Sandulescu, 2017. "Impression management – an international perspective," The Audit Financiar journal, Chamber of Financial Auditors of Romania, vol. 15(148), pages 605-605.
    5. Boone, Jeff & Hao, Jie & Linthicum, Cheryl & Pham, Viet, 2024. "Impression management strategy — The relationship between accounting narrative thematic bias and financial graph distortion," The British Accounting Review, Elsevier, vol. 56(4).
    6. K. I. Dandago & Abubakar Modibbo, 2022. "Accounting Narratives And Impression Management In Corporate Reporting: A Review," Annals of University of Craiova - Economic Sciences Series, University of Craiova, Faculty of Economics and Business Administration, vol. 2(50), pages 56-76, December.
    7. Dominika Hadro & Karol Marek Klimczak & Marek Pauka, 2017. "Impression Management in Letters to Shareholders: Evidence from Poland," Accounting in Europe, Taylor & Francis Journals, vol. 14(3), pages 305-330, September.
    8. Niamh Brennan & Doris M. Merkl-Davies, 2013. "Accounting Narratives and Impression Management," Open Access publications 10197/4949, Research Repository, University College Dublin.
    9. Maria-Silvia Sandulescu & Catalin-Nicolae Albu, 2018. "Impression Management in The Letters to Shareholders of Listed Entities: A Romanian Case Study," Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 17(3), pages 353-373, September.
    10. García Osma, Beatriz & Guillamón-Saorín, Encarna, 2011. "Corporate governance and impression management in annual results press releases," Accounting, Organizations and Society, Elsevier, vol. 36(4), pages 187-208.
    11. Ali Ataullah & Andrew Vivian & Bin Xu, 2018. "Optimistic Disclosure Tone and Conservative Debt Policy," Abacus, Accounting Foundation, University of Sydney, vol. 54(4), pages 445-484, December.
    12. Elena Beccalli & Saverio Bozzolan & Enrico Laghi & Marco Mattei, 2018. "Do letters to shareholders inform or mislead? Insights from insider trading," FINANCIAL REPORTING, FrancoAngeli Editore, vol. 2018(2), pages 73-109.
    13. Myojung Cho & Gopal V. Krishnan & Hyunkwon Cho, 2024. "Can We Trust the Trust Words in 10-Ks?," Journal of Business Ethics, Springer, vol. 190(4), pages 975-992, April.
    14. Encarna Guillamón-Saorín & Carlos M. P. Sousa, 2014. "Voluntary Disclosure of Press Releases and the Importance of Timing: A Comparative Study of the UK and Spain," Management International Review, Springer, vol. 54(1), pages 71-106, February.
    15. Walid Ben‐Amar & Merridee Bujaki & Bruce McConomy & Philip McIlkenny, 2022. "Disclosure transparency and impression management: A textual analysis of board gender diversity disclosures in Canada," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1247-1265, September.
    16. Cumming, Douglas & Lan, Yihui & Shan, Yuan George & Zhang, Junru, 2025. "Discretionary tone in reward-based crowdfunding: Do project owners talk their way to success?," The British Accounting Review, Elsevier, vol. 57(3).
    17. Adelaide Martins & Delfina Gomes & Manuel Castelo Branco, 2020. "Managing Corporate Social and Environmental Disclosure: An Accountability vs. Impression Management Framework," Sustainability, MDPI, vol. 13(1), pages 1-15, December.
    18. Kshitij Khanna & Helen Irvine, 2018. "Communicating the Impact of the Global Financial Crisis in Annual Reports: A Study of Australian NGOs," Australian Accounting Review, CPA Australia, vol. 28(1), pages 109-126, March.
    19. Guillamon-Saorin, Encarna & Sousa, Carlos M.P., 2010. "Press release disclosures in Spain and the UK," International Business Review, Elsevier, vol. 19(1), pages 1-15, February.
    20. Liu, Siwen & Heijden, Hans van der, 2025. "Self-regulation and self-presentation in sustainability reporting: Evidence from firms’ voluntary water disclosure," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 58(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    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:kap:jbuset:v:113:y:2013:i:2:p:333-347. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.