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External audit and bankruptcy prediction

Author

Listed:
  • Velia Gabriella Cenciarelli

    (University of Pisa)

  • Giulio Greco

    (University of Pisa)

  • Marco Allegrini

    (University of Pisa)

Abstract

In this paper, we investigate the relationship between external auditor characteristics and the likelihood of bankruptcy. We use a sample of US public companies to analyse whether auditor attributes are associated with default. We also test whether the inclusion of such attributes in bankruptcy prediction models improves their predictive ability. We find that firms audited by industry-expert auditors, large audit firms and long-tenured auditors are less likely to default. Firms with higher audit fees are more likely to default. Our results also show that the inclusion of auditor attributes significantly increases the predictive ability of bankruptcy prediction models. This paper contributes to the literature about auditing and bankruptcy prediction. Our results suggest that the auditor attributes can provide predictive signals concerning a default risk and that an external audit can play a relevant role in early warnings of financial distress. Our study also suggests that bankruptcy prediction models can become more effective if they are complemented with audit data. Our results are of interest to market participants, auditors, regulating authorities, banks and other financial institutions that are interested in credit risk assessment.

Suggested Citation

  • Velia Gabriella Cenciarelli & Giulio Greco & Marco Allegrini, 2018. "External audit and bankruptcy prediction," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 22(4), pages 863-890, December.
  • Handle: RePEc:kap:jmgtgv:v:22:y:2018:i:4:d:10.1007_s10997-018-9406-z
    DOI: 10.1007/s10997-018-9406-z
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    1. Chris E. Hogan & Michael S. Wilkins, 2008. "Evidence on the Audit Risk Model: Do Auditors Increase Audit Fees in the Presence of Internal Control Deficiencies?," Contemporary Accounting Research, John Wiley & Sons, vol. 25(1), pages 219-242, March.
    2. Clive S. Lennox, 1999. "The Accuracy and Incremental Information Content of Audit Reports in Predicting Bankruptcy," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(5‐6), pages 757-778, June.
    3. Chih†Ying Chen & Chan†Jane Lin & Yu†Chen Lin, 2008. "Audit Partner Tenure, Audit Firm Tenure, and Discretionary Accruals: Does Long Auditor Tenure Impair Earnings Quality?," Contemporary Accounting Research, John Wiley & Sons, vol. 25(2), pages 415-445, June.
    4. Clive S. Lennox, 1999. "The Accuracy and Incremental Information Content of Audit Reports in Predicting Bankruptcy," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(5&6), pages 757-778.
    5. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    6. Vincent E. Owhoso & William F. Messier, Jr. & John G. Lynch, Jr., 2002. "Error Detection by Industry‐Specialized Teams during Sequential Audit Review," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 883-900, June.
    7. Chee‐Yeow Lim & Hun‐Tong Tan, 2008. "Non‐audit Service Fees and Audit Quality: The Impact of Auditor Specialization," Journal of Accounting Research, Wiley Blackwell, vol. 46(1), pages 199-246, March.
    8. Sattar A. Mansi & William F. Maxwell & Darius P. Miller, 2004. "Does Auditor Quality and Tenure Matter to Investors? Evidence from the Bond Market," Journal of Accounting Research, Wiley Blackwell, vol. 42(4), pages 755-793, September.
    9. Palmrose, Zv, 1986. "The Effect Of Nonaudit Services On The Pricing Of Audit Services - Further Evidence," Journal of Accounting Research, Wiley Blackwell, vol. 24(2), pages 405-411.
    10. Agarwal, Vineet & Taffler, Richard, 2008. "Comparing the performance of market-based and accounting-based bankruptcy prediction models," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1541-1551, August.
    11. Jeong†Bon Kim & Richard Chung & Michael Firth, 2003. "Auditor Conservatism, Asymmetric Monitoring, and Earnings Management," Contemporary Accounting Research, John Wiley & Sons, vol. 20(2), pages 323-359, June.
    12. Dechow, Patricia & Ge, Weili & Schrand, Catherine, 2010. "Understanding earnings quality: A review of the proxies, their determinants and their consequences," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 344-401, December.
    13. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    14. Gavin Cassar, 2011. "Discussion of The Value of Financial Statement Verification in Debt Financing: Evidence from Private U.S. Firms," Journal of Accounting Research, Wiley Blackwell, vol. 49(2), pages 507-528, May.
    15. Peter Back, 2005. "Explaining financial difficulties based on previous payment behavior, management background variables and financial ratios," European Accounting Review, Taylor & Francis Journals, vol. 14(4), pages 839-868.
    16. Kenneth J. Reichelt & Dechun Wang, 2010. "National and Office‐Specific Measures of Auditor Industry Expertise and Effects on Audit Quality," Journal of Accounting Research, Wiley Blackwell, vol. 48(3), pages 647-686, June.
    17. Agrawal, Anup & Chadha, Sahiba, 2005. "Corporate Governance and Accounting Scandals," Journal of Law and Economics, University of Chicago Press, vol. 48(2), pages 371-406, October.
    18. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    19. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    20. Allen D. Blay & Marshall A. Geiger, 2013. "Auditor Fees and Auditor Independence: Evidence from Going Concern Reporting Decisions," Contemporary Accounting Research, John Wiley & Sons, vol. 30(2), pages 579-606, June.
    21. DeAngelo, Linda Elizabeth, 1981. "Auditor independence, `low balling', and disclosure regulation," Journal of Accounting and Economics, Elsevier, vol. 3(2), pages 113-127, August.
    22. Gul, Ferdinand A. & Fung, Simon Yu Kit & Jaggi, Bikki, 2009. "Earnings quality: Some evidence on the role of auditor tenure and auditors' industry expertise," Journal of Accounting and Economics, Elsevier, vol. 47(3), pages 265-287, June.
    23. William R. Kinney & Zoe‐Vonna Palmrose & Susan Scholz, 2004. "Auditor Independence, Non‐Audit Services, and Restatements: Was the U.S. Government Right?," Journal of Accounting Research, Wiley Blackwell, vol. 42(3), pages 561-588, June.
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    Cited by:

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    2. Frank Ranganai Matenda & Mabutho Sibanda & Eriyoti Chikodza & Victor Gumbo, 2022. "Bankruptcy prediction for private firms in developing economies: a scoping review and guidance for future research," Management Review Quarterly, Springer, vol. 72(4), pages 927-966, December.
    3. Yousaf, Umair Bin & Ullah, Irfan & Jiang, Junchen & Wang, Man, 2022. "The role of board capital in driving green innovation: Evidence from China," Journal of Behavioral and Experimental Finance, Elsevier, vol. 35(C).
    4. Alberto Tron & Maurizio Dallocchio & Salvatore Ferri & Federico Colantoni, 2023. "Corporate governance and financial distress: lessons learned from an unconventional approach," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(2), pages 425-456, June.
    5. Frank Ranganai Matenda & Mabutho Sibanda, 2022. "Determinants of Default Probability for Audited and Unaudited SMEs under Stressed Conditions in Zimbabwe," Economies, MDPI, vol. 10(11), pages 1-28, November.
    6. Oana-Marina BATAE, 2019. "Expanded Audit Reports and Audit Fees – A Content Analysis on the Romanian Banking Sector," The Audit Financiar journal, Chamber of Financial Auditors of Romania, vol. 17(156), pages 653-653.
    7. Nora Muñoz-Izquierdo & María-del-Mar Camacho-Miñano & María-Jesús Segovia-Vargas & David Pascual-Ezama, 2019. "Is the External Audit Report Useful for Bankruptcy Prediction? Evidence Using Artificial Intelligence," IJFS, MDPI, vol. 7(2), pages 1-23, April.
    8. Suleiman A. Badayi & Bolaji T. Matemilola & Bany‐Ariffin A.N & Lau Wei Theng, 2021. "Does corporate social responsibility influence firm probability of default?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3377-3395, July.

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