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Research Trends in Accounting Fraud Using Network Analysis

Author

Listed:
  • So-Jin Yu

    (School of Business, State University of New York, Fredonia, NY 14127, USA)

  • Jin-Sung Rha

    (School of Business Administration, Dankook University, Jukjeon 16890, Korea)

Abstract

Accounting fraud is a highly unethical management activity with a significant negative influence on stakeholders, which can harm a firm’s long-term sustainability prospects. Given the considerable progress in this field, a comprehensive theoretical organization of the research, along with a trend analysis, are needed. This study employed network text analysis to systematically analyze the research trends in accounting fraud by combining text mining techniques and network analysis. Unlike other studies on research trends that present statistical data by classifying research topics and methodologies, this study formed networks using the trait information of studies, such as “keywords” and “authors”, and conducted analyses such as centrality and cluster analyses. These exercises allowed for the identification of key research areas and groups. The results suggest that the literature on accounting fraud was developed based on six keywords: fraud detection techniques, executive compensation, assessments of fraud risks in audit processes, forensic accounting, corporate governance, and various topics related to top management. Overall, authorship analysis suggests that the key cluster contributors are Carpenter, Jones, Brazel, Zimbelman, Cohen, Cumming, Carcello, Kaplan, and Lennox.

Suggested Citation

  • So-Jin Yu & Jin-Sung Rha, 2021. "Research Trends in Accounting Fraud Using Network Analysis," Sustainability, MDPI, vol. 13(10), pages 1-26, May.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:10:p:5579-:d:556027
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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. Wakefield, Robin, 2008. "Networks of accounting research: A citation-based structural and network analysis," The British Accounting Review, Elsevier, vol. 40(3), pages 228-244.
    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. Graham, John R. & Li, Si & Qiu, Jiaping, 2008. "Corporate misreporting and bank loan contracting," Journal of Financial Economics, Elsevier, vol. 89(1), pages 44-61, July.
    5. Sang M. Lee & Jin Sung Rha, 2018. "A network text analysis of published papers in service business, 2007–2017: research trends in the service sector," Service Business, Springer;Pan-Pacific Business Association, vol. 12(4), pages 809-831, December.
    6. Paul A. Griffin & Joseph A. Grundfest & Michael A. Perino, 2004. "Stock Price Response to News of Securities Fraud Litigation: An Analysis of Sequential and Conditional Information," Abacus, Accounting Foundation, University of Sydney, vol. 40(1), pages 21-48, February.
    7. Steven Kaplan & Kurt Pany & Janet Samuels & Jian Zhang, 2009. "An Examination of the Association Between Gender and Reporting Intentions for Fraudulent Financial Reporting," Journal of Business Ethics, Springer, vol. 87(1), pages 15-30, June.
    8. Lennox, Clive & Li, Bing, 2014. "Accounting misstatements following lawsuits against auditors," Journal of Accounting and Economics, Elsevier, vol. 57(1), pages 58-75.
    9. 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.
    10. David T. Tan & Larelle Chapple & Kathleen D. Walsh, 2017. "Corporate fraud culture: Re-examining the corporate governance and performance relation," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(2), pages 597-620, June.
    11. 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.
    12. ., 2017. "Corporate social responsibility," Chapters, in: Organizational Opportunity and Deviant Behavior, chapter 8, pages 135-158, Edward Elgar Publishing.
    13. Fay, Rebecca & Negangard, Eric M., 2017. "Manual journal entry testing: Data analytics and the risk of fraud," Journal of Accounting Education, Elsevier, vol. 38(C), pages 37-49.
    14. Monica Ramos Montesdeoca & Agustín J. Sánchez Medina & Felix Blázquez Santana, 2019. "Research Topics in Accounting Fraud in the 21st Century: A State of the Art," Sustainability, MDPI, vol. 11(6), pages 1-31, March.
    15. 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.
    16. Jonathan M. Karpoff & D. Scott Lee & Gerald S. Martin, 2014. "The Consequences to Managers for Financial Misrepresentation," Springer Books, in: Roberto Pietra & Stuart McLeay & Joshua Ronen (ed.), Accounting and Regulation, edition 127, chapter 0, pages 339-375, Springer.
    17. Douglas Cumming & Wenxuan Hou & Edward Lee, 2016. "Business Ethics and Finance in Greater China: Synthesis and Future Directions in Sustainability, CSR, and Fraud," Journal of Business Ethics, Springer, vol. 138(4), pages 601-626, November.
    18. Jeffrey Cohen & Yuan Ding & Cédric Lesage & Hervé Stolowy, 2017. "Media Bias and the Persistence of the Expectation Gap: An Analysis of Press Articles on Corporate Fraud," Journal of Business Ethics, Springer, vol. 144(3), pages 637-659, September.
    19. Jessen L. Hobson & William J. Mayew & Mohan Venkatachalam, 2012. "Analyzing Speech to Detect Financial Misreporting," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 349-392, May.
    20. F. Todd DeZoort & Paul D. Harrison, 2018. "Understanding Auditors’ Sense of Responsibility for Detecting Fraud Within Organizations," Journal of Business Ethics, Springer, vol. 149(4), pages 857-874, June.
    21. Jeffrey Cohen & Ganesh Krishnamoorthy & Arnold M. Wright, 2002. "Corporate Governance and the Audit Process," Contemporary Accounting Research, John Wiley & Sons, vol. 19(4), pages 573-594, December.
    22. Patricia M. Dechow & Weili Ge & Chad R. Larson & Richard G. Sloan, 2011. "Predicting Material Accounting Misstatements," Contemporary Accounting Research, John Wiley & Sons, vol. 28(1), pages 17-82, March.
    23. Waymond Rodgers & Arne Söderbom & Andrés Guiral, 2015. "Corporate Social Responsibility Enhanced Control Systems Reducing the Likelihood of Fraud," Journal of Business Ethics, Springer, vol. 131(4), pages 871-882, November.
    24. Christopher S. Armstrong & Alan D. Jagolinzer & David F. Larcker, 2010. "Chief Executive Officer Equity Incentives and Accounting Irregularities," Journal of Accounting Research, Wiley Blackwell, vol. 48(2), pages 225-271, May.
    25. Schrand, Catherine M. & Zechman, Sarah L.C., 2012. "Executive overconfidence and the slippery slope to financial misreporting," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 311-329.
    26. Worrell, James & Wasko, Molly & Johnston, Allen, 2013. "Social network analysis in accounting information systems research," International Journal of Accounting Information Systems, Elsevier, vol. 14(2), pages 127-137.
    27. Merve Kılıç & Ali Uyar & Mehmet Ali Koseoglu, 2019. "Co‐authorship Network Analysis in the Accounting Discipline," Australian Accounting Review, CPA Australia, vol. 29(1), pages 235-251, March.
    28. Jiandong Chen & Douglas Cumming & Wenxuan Hou & Edward Lee, 2016. "CEO Accountability for Corporate Fraud: Evidence from the Split Share Structure Reform in China," Journal of Business Ethics, Springer, vol. 138(4), pages 787-806, November.
    29. Jin Sung Rha, 2020. "Trends of Research on Supply Chain Resilience: A Systematic Review Using Network Analysis," Sustainability, MDPI, vol. 12(11), pages 1-27, May.
    30. Zoe†Vonna Palmrose & Susan Scholz, 2004. "The Circumstances and Legal Consequences of Non†GAAP Reporting: Evidence from Restatements," Contemporary Accounting Research, John Wiley & Sons, vol. 21(1), pages 139-180, March.
    31. Nerissa C. Brown & Richard M. Crowley & W. Brooke Elliott, 2020. "What Are You Saying? Using topic to Detect Financial Misreporting," Journal of Accounting Research, Wiley Blackwell, vol. 58(1), pages 237-291, March.
    32. Norman, Carolyn Strand & Rose, Jacob M. & Suh, Ik Seon, 2011. "The effects of disclosure type and audit committee expertise on Chief Audit Executives' tolerance for financial misstatements," Accounting, Organizations and Society, Elsevier, vol. 36(2), pages 102-108, February.
    33. Geoff Lamberton, 2005. "Sustainability accounting—a brief history and conceptual framework," Accounting Forum, Taylor & Francis Journals, vol. 29(1), pages 7-26, March.
    34. Fahimnia, Behnam & Sarkis, Joseph & Davarzani, Hoda, 2015. "Green supply chain management: A review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 162(C), pages 101-114.
    35. Özgür Özmen Uysal, 2010. "Business Ethics Research with an Accounting Focus: A Bibliometric Analysis from 1988 to 2007," Journal of Business Ethics, Springer, vol. 93(1), pages 137-160, April.
    36. Yang Bao & Bin Ke & Bin Li & Y. Julia Yu & Jie Zhang, 2020. "Detecting Accounting Fraud in Publicly Traded U.S. Firms Using a Machine Learning Approach," Journal of Accounting Research, Wiley Blackwell, vol. 58(1), pages 199-235, March.
    37. Burns, Natasha & Kedia, Simi, 2006. "The impact of performance-based compensation on misreporting," Journal of Financial Economics, Elsevier, vol. 79(1), pages 35-67, January.
    38. Antoinette Rijsenbilt & Harry Commandeur, 2013. "Narcissus Enters the Courtroom: CEO Narcissism and Fraud," Journal of Business Ethics, Springer, vol. 117(2), pages 413-429, October.
    39. Fich, Eliezer M. & Shivdasani, Anil, 2007. "Financial fraud, director reputation, and shareholder wealth," Journal of Financial Economics, Elsevier, vol. 86(2), pages 306-336, November.
    40. Clive Lennox & Petro Lisowsky & Jeffrey Pittman, 2013. "Tax Aggressiveness and Accounting Fraud," Journal of Accounting Research, Wiley Blackwell, vol. 51(4), pages 739-778, September.
    41. Efendi, Jap & Srivastava, Anup & Swanson, Edward P., 2007. "Why do corporate managers misstate financial statements? The role of option compensation and other factors," Journal of Financial Economics, Elsevier, vol. 85(3), pages 667-708, September.
    42. Ikseon Suh & John T. Sweeney & Kristina Linke & Joseph M. Wall, 2020. "Boiling the Frog Slowly: The Immersion of C-Suite Financial Executives into Fraud," Journal of Business Ethics, Springer, vol. 162(3), pages 645-673, March.
    43. Merle Erickson & Michelle Hanlon & Edward L. Maydew, 2006. "Is There a Link between Executive Equity Incentives and Accounting Fraud?," Journal of Accounting Research, Wiley Blackwell, vol. 44(1), pages 113-143, March.
    44. Kai Wai Hui & Clive Lennox & Guochang Zhang, 2014. "The Market's Valuation of Fraudulently Reported Earnings," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(5-6), pages 627-651, June.
    45. Lin Liao & Guanting Chen & Dengjin Zheng, 2019. "Corporate social responsibility and financial fraud: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(5), pages 3133-3169, December.
    46. Joseph F. Brazel & Keith L. Jones & Mark F. Zimbelman, 2009. "Using Nonfinancial Measures to Assess Fraud Risk," Journal of Accounting Research, Wiley Blackwell, vol. 47(5), pages 1135-1166, December.
    47. Mónica LópezPuertas-Lamy & Kurt Desender & Mircea Epure, 2017. "Corporate social responsibility and the assessment by auditors of the risk of material misstatement," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(9-10), pages 1276-1314, October.
    48. Liu, Xiaoding, 2016. "Corruption culture and corporate misconduct," Journal of Financial Economics, Elsevier, vol. 122(2), pages 307-327.
    49. Maretno Agus Harjoto, 2017. "Corporate social responsibility and degrees of operating and financial leverage," Review of Quantitative Finance and Accounting, Springer, vol. 49(2), pages 487-513, August.
    50. Mason Gerety & Kenneth Lehn, 1997. "The causes and consequences of accounting fraud," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 18(7-8), pages 587-599.
    51. Liao, Jing & Smith, David & Liu, Xutang, 2019. "Female CFOs and accounting fraud: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 449-463.
    52. Maretno Agus Harjoto, 2017. "Corporate social responsibility and corporate fraud," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 13(4), pages 762-779, October.
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    Cited by:

    1. Gianni Onesti & Riccardo Palumbo, 2023. "Tone at the Top for Sustainable Corporate Governance to Prevent Fraud," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
    2. Jin Sung Rha & Hong-Hee Lee, 2022. "Research trends in digital transformation in the service sector: a review based on network text analysis," Service Business, Springer;Pan-Pacific Business Association, vol. 16(1), pages 77-98, March.
    3. Matthew Minsuk Shin & Seunghye Jung & Jin Sung Rha, 2021. "Study on Business Ecosystem Research Trend Using Network Text Analysis," Sustainability, MDPI, vol. 13(19), pages 1-17, September.

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