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Revisiting the Accounting Fraud Components: A Bottom-Up Approach Using the Twitter Platform

Author

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  • Roberto Tommasetti
  • Rodrigo de Oliveira Leite
  • Vinicius Mothé Maia
  • Marcelo Alvaro da Silva Macedo

Abstract

Despite the relevant economic and reputational impact of fraud, research in this field remains fragmented. This study aims to create a new framework for accounting fraud, defining its main components from the social media user’s perspective. In terms of research technique, an online data collection using social media platform was used retrieving, through the phyton web crawler procedure, 43,655 tweets containing the phrase “accounting fraud†from July 2006 to December 2019. Individual words were identified and treated within the selected tweets, excluding stop words and, finally, using a sparsity index. The proposed methodology, which overcomes traditional survey inherent bias efficiently, contributes to bridging the divide between academia and society. We find that Twitter users shape the Accounting Fraud Hexagon, composed by (i) The Object and the Tool (of misrepresentation), being the Financials, (ii) The (Guilty) Fraudster, (iii) The Defrauded, (iv) Materiality, (v) The Consequences, and (vi) the Watchdog. Our research has several implications. Our research identifies additional “angles†of vision to the traditional fraud triangle-diamond-pentagon theories compared with the existing top-down conceptual frameworks. Also, since it uses a bottom-up instead of a top-down approach, the study allows a more comprehensive definition of accounting fraud, thus contributing to the debate for a common language in this field. We expect to encourage more research using social media as a tool to test the literature built on in vitro theories empirically.

Suggested Citation

  • Roberto Tommasetti & Rodrigo de Oliveira Leite & Vinicius Mothé Maia & Marcelo Alvaro da Silva Macedo, 2021. "Revisiting the Accounting Fraud Components: A Bottom-Up Approach Using the Twitter Platform," SAGE Open, , vol. 11(4), pages 21582440211, November.
    • Handle: RePEc:sae:sagope:v:11:y:2021:i:4:p:21582440211058190
    DOI: 10.1177/21582440211058190
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    References listed on IDEAS

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    1. Dan Amiram & Zahn Bozanic & James D. Cox & Quentin Dupont & Jonathan M. Karpoff & Richard Sloan, 2018. "Financial reporting fraud and other forms of misconduct: a multidisciplinary review of the literature," Review of Accounting Studies, Springer, vol. 23(2), pages 732-783, June.
    2. Michael Lahey, 2016. "Everyday Life as a Text," SAGE Open, , vol. 6(1), pages 21582440166, February.
    3. Jeffrey Cohen & Yuan Ding & Cédric Lesage & Hervé Stolowy, 2010. "Corporate Fraud and Managers’ Behavior: Evidence from the Press," Journal of Business Ethics, Springer, vol. 95(2), pages 271-315, September.
    4. Wang, Yang & Ashton, John K. & Jaafar, Aziz, 2019. "Money shouts! How effective are punishments for accounting fraud?," The British Accounting Review, Elsevier, vol. 51(5).
    5. Patricia M. Dechow & Richard G. Sloan & Amy P. Sweeney, 1996. "Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC," Contemporary Accounting Research, John Wiley & Sons, vol. 13(1), pages 1-36, March.
    6. Yangyang Chen & C. S. Agnes Cheng & Shuo Li & Jingran Zhao, 2021. "The monitoring role of the media: Evidence from earnings management," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(3-4), pages 533-563, March.
    7. Alexander Dyck & Adair Morse & Luigi Zingales, 2010. "Who Blows the Whistle on Corporate Fraud?," Journal of Finance, American Finance Association, vol. 65(6), pages 2213-2253, December.
    8. Wei Shi & Brian L. Connelly & Wm. Gerard Sanders, 2016. "Buying bad behavior: Tournament incentives and securities class action lawsuits," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1354-1378, July.
    9. Gregory S. Miller, 2006. "The Press as a Watchdog for Accounting Fraud," Journal of Accounting Research, Wiley Blackwell, vol. 44(5), pages 1001-1033, December.
    10. Quentin Dupont & Jonathan M. Karpoff, 2020. "The Trust Triangle: Laws, Reputation, and Culture in Empirical Finance Research," Journal of Business Ethics, Springer, vol. 163(2), pages 217-238, May.
    11. Hermann Achidi Ndofor & David G. Sirmon & Xiaoming He, 2015. "Utilizing the firm's resources: How TMT heterogeneity and resulting faultlines affect TMT tasks," Strategic Management Journal, Wiley Blackwell, vol. 36(11), pages 1656-1674, November.
    12. Mark E. Lokanan, 2015. "Challenges to the fraud triangle: Questions on its usefulness," Accounting Forum, Taylor & Francis Journals, vol. 39(3), pages 201-224, September.
    13. Derek Dalton & Robin Radtke, 2013. "The Joint Effects of Machiavellianism and Ethical Environment on Whistle-Blowing," Journal of Business Ethics, Springer, vol. 117(1), pages 153-172, September.
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    1. Mark E. Lokanan & Prerna Sharma, 2023. "Two Decades of Accounting Fraud Research: The Missing Meso-Level Analysis," SAGE Open, , vol. 13(3), pages 21582440231, September.

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