IDEAS home Printed from https://ideas.repec.org/a/bla/bstrat/v35y2026i3p4222-4239.html

Does Audit Quality Curb Real Earnings Management? New Insights From Quantile Regression in FTSE 350 Firms

Author

Listed:
  • Muhammad Usman
  • Rami Salem
  • Musa Ghazwani

Abstract

In this article, we tend to investigate the effect of audit quality (AQ) on real earnings management (REM) among the nonfinancial listed UK firms. This article employs a sample of 145 UK firms listed on the London Stock Exchange (LSE) covering the period from 2010 to 2019. Utilising the quantile regression technique, we investigate how AQ (proxied by audit committee independence, financial expertise and the auditor fees ratio) affects REM, operationalised via abnormal operating cash flows, production costs and discretionary expenses. We employed the principal component analysis (PCA) to measure AQ and aggregate REM. The study finds a nonlinear relationship between AQ and REM, indicating that AQ restrains managers from engaging in various forms of REM. However, the results show that AQ is ineffective in mitigating aggregate REM. For robustness, we employed the modified Jones model as an alternative form of earnings management to measure discretionary accruals (AEM), yielding similar results. Our findings also confirm that UK managers switch from REM to AEM and vice versa. This study benefits UK firms, as it suggests strengthening their audit committees to curb REM effectively. For policymakers, the results indicate that strengthening AQ standards is crucial to enhancing the integrity of financial reporting. Unlike prior studies, we used the quantile regression approach instead of conventional regression techniques to clarify the mixed findings.

Suggested Citation

  • Muhammad Usman & Rami Salem & Musa Ghazwani, 2026. "Does Audit Quality Curb Real Earnings Management? New Insights From Quantile Regression in FTSE 350 Firms," Business Strategy and the Environment, Wiley Blackwell, vol. 35(3), pages 4222-4239, March.
  • Handle: RePEc:bla:bstrat:v:35:y:2026:i:3:p:4222-4239
    DOI: 10.1002/bse.70388
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/bse.70388
    Download Restriction: no

    File URL: https://libkey.io/10.1002/bse.70388?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
    ---><---

    References listed on IDEAS

    as
    1. Marcel van Rinsum & Victor S. Maas & David Stolker, 2018. "Disclosure Checklists and Auditors’ Judgments of Aggressive Accounting," European Accounting Review, Taylor & Francis Journals, vol. 27(2), pages 383-399, March.
    2. repec:cup:cbooks:9781108422536 is not listed on IDEAS
    3. Rami Ibrahim A. Salem & Musa Ghazwani & Ali Meftah Gerged & Mark Whittington, 2023. "Anti-corruption disclosure quality and earnings management in the United Kingdom: the role of audit quality," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 31(3), pages 528-563, May.
    4. Lin Liao & Teng (Philip) Lin & Yuyu Zhang, 2018. "Corporate Board and Corporate Social Responsibility Assurance: Evidence from China," Journal of Business Ethics, Springer, vol. 150(1), pages 211-225, June.
    5. Thomas Ahrens & Laurence Ferry, 2021. "Accounting and accountability practices in times of crisis: a Foucauldian perspective on the UK government's response to COVID-19 for England," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 34(6), pages 1332-1344, May.
    6. K.V. Peasnell & P.F. Pope & S. Young, 2005. "Board Monitoring and Earnings Management: Do Outside Directors Influence Abnormal Accruals?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7‐8), pages 1311-1346, September.
    7. Aikaterini C. Ferentinou & Seraina C. Anagnostopoulou, 2016. "Accrual-based and real earnings management before and after IFRS adoption," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 17(1), pages 2-23, February.
    8. Muhammad Usman & Ernest Ezeani & Rami Ibrahim A. Salem & Xi Song, 2022. "The impact of audit characteristics, audit fees on classification shifting: evidence from Germany," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 30(3), pages 408-426, April.
    9. Vallascas, Francesco & Mollah, Sabur & Keasey, Kevin, 2017. "Does the impact of board independence on large bank risks change after the global financial crisis?," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 149-166.
    10. Badolato, Patrick G. & Donelson, Dain C. & Ege, Matthew, 2014. "Audit committee financial expertise and earnings management: The role of status," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 208-230.
    11. 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.
    12. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2017. "The Impact of Terrorism on Governance in African Countries," World Development, Elsevier, vol. 99(C), pages 253-270.
    13. Inaam ZGARNI & Khmoussi HLIOUI & Fatma ZEHRI, 2016. "Effective audit committee, audit quality and earnings management," Journal of Accounting in Emerging Economies, Emerald Group Publishing Limited, vol. 6(2), pages 138-155, May.
    14. Fatima Alali, 2011. "Audit fees and discretionary accruals: compensation structure effect," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 26(2), pages 90-113, January.
    15. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 29(2), pages 193-228.
    16. Demsetz, Harold & Lehn, Kenneth, 1985. "The Structure of Corporate Ownership: Causes and Consequences," Journal of Political Economy, University of Chicago Press, vol. 93(6), pages 1155-1177, December.
    17. Muhammad Usman & Jacinta Nwachukwu & Ernest Ezeani, 2022. "The impact of board characteristics on the extent of earnings management: conditional evidence from quantile regressions," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 30(5), pages 600-616, September.
    18. Ball, Ray & Gerakos, Joseph & Linnainmaa, Juhani T. & Nikolaev, Valeri, 2016. "Accruals, cash flows, and operating profitability in the cross section of stock returns," Journal of Financial Economics, Elsevier, vol. 121(1), pages 28-45.
    19. Zalata, Alaa Mansour & Abdelfattah, Tarek, 2021. "Non-executive female directors and earnings management using classification shifting," Journal of Business Research, Elsevier, vol. 134(C), pages 301-315.
    20. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LLC, vol. 9(1), pages 86-136, March.
    21. Eunho Cho & Sungbin Chun, 2016. "Corporate social responsibility, real activities earnings management, and corporate governance: evidence from Korea," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 23(4), pages 400-431, October.
    22. Magali Delmas & Michael W. Toffel, 2004. "Stakeholders and environmental management practices: an institutional framework," Business Strategy and the Environment, Wiley Blackwell, vol. 13(4), pages 209-222, July.
    23. Lara M. Alhaddad & Mark Whittington & Ali Meftah Gerged, 2021. "Abnormal real activities, meeting earnings targets and firms' future operating performance: evidence from an emerging economy," Journal of Accounting in Emerging Economies, Emerald Group Publishing Limited, vol. 12(2), pages 213-237, August.
    24. Aikaterini C. Ferentinou & Seraina C. Anagnostopoulou, 2016. "Accrual-based and real earnings management before and after IFRS adoption," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 17(1), pages 2-23, February.
    25. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    26. Charles Piot & Rémi Janin, 2007. "External Auditors, Audit Committees and Earnings Management in France," Post-Print halshs-00176969, HAL.
    27. Watts, Ross L & Zimmerman, Jerold L, 1983. "Agency Problems, Auditing, and the Theory of the Firm: Some Evidence," Journal of Law and Economics, University of Chicago Press, vol. 26(3), pages 613-633, October.
    28. Nelson Waweru, 2018. "Audit committee characteristics, board ethnic diversity and earnings management: evidence from Kenya and Tanzania," International Journal of Corporate Governance, Inderscience Enterprises Ltd, vol. 9(2), pages 149-174.
    29. Jaywon Lee & Jongwon Park, 2019. "The Impact of Audit Committee Financial Expertise on Management Discussion and Analysis (MD&A) Tone," European Accounting Review, Taylor & Francis Journals, vol. 28(1), pages 129-150, January.
    30. Jihad Al Okaily & Rob Dixon & Aly Salama, 2019. "Corporate governance quality and premature revenue recognition: evidence from the UK," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 15(1), pages 79-99, January.
    31. K.V. Peasnell & P.F. Pope & S. Young, 2005. "Board Monitoring and Earnings Management: Do Outside Directors Influence Abnormal Accruals?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7-8), pages 1311-1346.
    32. Mohammad Alhadab, 2018. "Abnormal audit fees and accrual and real earnings management: evidence from UK," Journal of Financial Reporting and Accounting, Emerald Group Publishing Limited, vol. 16(3), pages 395-416, September.
    33. Charles Piot & Remi Janin, 2007. "External Auditors, Audit Committees and Earnings Management in France," European Accounting Review, Taylor & Francis Journals, vol. 16(2), pages 429-454.
    34. Muhammad Bilal Khan & Ernest Ezeani & Hummera Saleem & Muhammad Usman, 2024. "Management earnings forecast and technical innovation: the mediating effects of cost of debt," Journal of Accounting in Emerging Economies, Emerald Group Publishing Limited, vol. 14(5), pages 1103-1126, May.
    35. repec:eme:ijlma0:ijlma-01-2015-0006 is not listed on IDEAS
    36. Fama, Eugene F, 1980. "Agency Problems and the Theory of the Firm," Journal of Political Economy, University of Chicago Press, vol. 88(2), pages 288-307, April.
    37. Muhammad Usman & Jacinta Nwachukwu & Ernest Ezeani & Rami Ibrahim A. Salem & Bilal Bilal & Frank Obenpong Kwabi, 2023. "Audit quality and classification shifting: evidence from UK and Germany," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 25(3), pages 448-475, August.
    38. Ryan Davidson & Jenny Goodwin‐Stewart & Pamela Kent, 2005. "Internal governance structures and earnings management," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 45(2), pages 241-267, July.
    39. Arun, Thankom Gopinath & Almahrog, Yousf Ebrahem & Ali Aribi, Zakaria, 2015. "Female directors and earnings management: Evidence from UK companies," International Review of Financial Analysis, Elsevier, vol. 39(C), pages 137-146.
    40. Shleifer, Andrei & Vishny, Robert W, 1986. "Large Shareholders and Corporate Control," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 461-488, June.
    41. Nagar, Neerav & Sen, Kaustav, 2016. "Earnings management in India: Managers’ fixation on operating profits," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 26(C), pages 1-12.
    42. Lien Quynh Le, 2025. "The influence of audit quality on real earnings management: Do leverage and cash flow matter?," Journal of Economics and Development, Emerald Group Publishing Limited, vol. 27(2), pages 144-157, May.
    43. Roychowdhury, Sugata & Watts, Ross L., 2007. "Asymmetric timeliness of earnings, market-to-book and conservatism in financial reporting," Journal of Accounting and Economics, Elsevier, vol. 44(1-2), pages 2-31, September.
    44. Pascal Nguyen & Nahid Rahman & Alex Tong & Ruoyun Zhao, 2016. "Board size and firm value: evidence from Australia," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 20(4), pages 851-873, December.
    45. repec:eme:maj000:02686901111094994 is not listed on IDEAS
    46. Ghafran, Chaudhry & O'Sullivan, Noel, 2017. "The impact of audit committee expertise on audit quality: Evidence from UK audit fees," The British Accounting Review, Elsevier, vol. 49(6), pages 578-593.
    47. repec:eme:aaaj00:aaaj-07-2020-4659 is not listed on IDEAS
    48. Brooks,Chris, 2019. "Introductory Econometrics for Finance," Cambridge Books, Cambridge University Press, number 9781108436823, Enero-Abr.
    49. Salem, Rami & Usman, Muhammad & Ezeani, Ernest, 2021. "Loan loss provisions and audit quality: Evidence from MENA Islamic and conventional banks," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 345-359.
    50. Klein, April, 2002. "Audit committee, board of director characteristics, and earnings management," Journal of Accounting and Economics, Elsevier, vol. 33(3), pages 375-400, August.
    51. Riley, John G., 1975. "Competitive signalling," Journal of Economic Theory, Elsevier, vol. 10(2), pages 174-186, April.
    52. Xie, Biao & Davidson, Wallace III & DaDalt, Peter J., 2003. "Earnings management and corporate governance: the role of the board and the audit committee," Journal of Corporate Finance, Elsevier, vol. 9(3), pages 295-316, June.
    53. Jihad Al Okaily & Rob Dixon & Aly Salama, 2019. "Corporate governance quality and premature revenue recognition: evidence from the UK," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 15(1), pages 79-99, January.
    54. Li, Valerie, 2019. "The effect of real earnings management on the persistence and informativeness of earnings," The British Accounting Review, Elsevier, vol. 51(4), pages 402-423.
    55. Noor Adwa Sulaiman, 2023. "External audit quality: its meaning, representations and potential conflict in practice," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 36(5), pages 1417-1440, February.
    56. Syed Numan Chowdhury & Yasser Eliwa, 2021. "The impact of audit quality on real earnings management in the UK context," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 29(3), pages 368-391, March.
    57. Alhadab, Mohammad & Clacher, Iain, 2018. "The impact of audit quality on real and accrual earnings management around IPOs," The British Accounting Review, Elsevier, vol. 50(4), pages 442-461.
    58. Audrey Wen-Hsin Hsu & Chih-Hsien Liao, 2023. "Auditor industry specialization and real earnings management," Review of Quantitative Finance and Accounting, Springer, vol. 60(2), pages 607-641, February.
    59. Wenxia Ge & Jeong-Bon Kim, 2014. "Boards, takeover protection, and real earnings management," Review of Quantitative Finance and Accounting, Springer, vol. 43(4), pages 651-682, November.
    60. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    61. Fatima Alali, 2011. "Audit fees and discretionary accruals: compensation structure effect," Managerial Auditing Journal, Emerald Group Publishing, vol. 26(2), pages 90-113, January.
    62. repec:eme:jaar00:jaar-01-2014-0009 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Muhammad Asad & Saeed Akbar & Sabur Mollah, 2024. "The role of independent directors’ tenure and network in controlling real-earnings management practices," Review of Quantitative Finance and Accounting, Springer, vol. 63(4), pages 1251-1279, November.
    2. Sayaf Mohammed Algrady & Rongbing Huang & Ebrahim Mohammed Al-Matari, 2025. "How Do Audit Committee Characteristics Affect the Quality of Financial Information? Evidence From Saudi Arabia and United Arab Emirates Companies," SAGE Open, , vol. 15(2), pages 21582440251, May.
    3. Salem, Rami & Usman, Muhammad & Ezeani, Ernest, 2021. "Loan loss provisions and audit quality: Evidence from MENA Islamic and conventional banks," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 345-359.
    4. Nguyen, Quynh & Kim, Maria H. & Ali, Searat, 2024. "Corporate governance and earnings management: Evidence from Vietnamese listed firms," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 775-801.
    5. Ghafran, Chaudhry & O'Sullivan, Noel & Yasmin, Sofia, 2022. "When does audit committee busyness influence earnings management in the UK? Evidence on the role of the financial crisis and company size," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 47(C).
    6. Ali Meftah Gerged & Khaldoon Albitar & Lara Al‐Haddad, 2023. "Corporate environmental disclosure and earnings management—The moderating role of corporate governance structures," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2789-2810, July.
    7. Nguyen Thi Hoa Hong & Nguyen Thai Anh & Nguyen Tran Viet Hoang & Do Nhat Minh, 2023. "Corporate governance, external financing, and earnings management: new evidence from an emerging market," Future Business Journal, Springer, vol. 9(1), pages 1-22, December.
    8. Zalata, Alaa Mansour & Tauringana, Venancio & Tingbani, Ishmael, 2018. "Audit committee financial expertise, gender, and earnings management: Does gender of the financial expert matter?," International Review of Financial Analysis, Elsevier, vol. 55(C), pages 170-183.
    9. Nicolas Vlaminck & Gerrit Sarens, 2015. "The relationship between audit committee characteristics and financial statement quality: evidence from Belgium," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 19(1), pages 145-166, February.
    10. C. Piot & L. Kermiche, 2009. "A quoi servent les comités d'audit ? Un regard sur la recherche empirique," Post-Print halshs-00537952, HAL.
    11. Pavlopoulos, Athanasios & Magnis, Chris & Iatridis, George Emmanuel, 2017. "Integrated reporting: Is it the last piece of the accounting disclosure puzzle?," Journal of Multinational Financial Management, Elsevier, vol. 41(C), pages 23-46.
    12. Juan Manuel García Lara & Beatriz García Osma & Fernando Penalva, 2009. "Accounting conservatism and corporate governance," Review of Accounting Studies, Springer, vol. 14(1), pages 161-201, March.
    13. Frode Kjærland & Ane Tolnes Haugdal & Anna Søndergaard & Anne Vågslid, 2020. "Corporate Governance and Earnings Management in a Nordic Perspective: Evidence from the Oslo Stock Exchange," JRFM, MDPI, vol. 13(11), pages 1-18, October.
    14. Benjamin T. Albersmann & Daniela Hohenfels, 2017. "Audit Committees and Earnings Management – Evidence from the German Two-Tier Board System," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(2), pages 147-178, May.
    15. Ahsan Habib & Md. Borhan Uddin Bhuiyan, 2016. "Problem directors on the audit committee and financial reporting quality," Accounting and Business Research, Taylor & Francis Journals, vol. 46(2), pages 121-144, February.
    16. Anis Mnif, 2009. "Corporate Governance And Management Earnings Forecast Quality: Evidence From French Ipos," Post-Print halshs-00459171, HAL.
    17. Alzoubi, Ebraheem Saleem Salem, 2018. "Audit quality, debt financing, and earnings management: Evidence from Jordan," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 30(C), pages 69-84.
    18. Chyz, James A. & Eulerich, Marc & Fligge, Benjamin & Romney, Miles A., 2023. "Codetermination and aggressive reporting: Audit committee employee representation, tax aggressiveness, and earnings management," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 51(C).
    19. El Diri, Malek & Lambrinoudakis, Costas & Alhadab, Mohammad, 2020. "Corporate governance and earnings management in concentrated markets," Journal of Business Research, Elsevier, vol. 108(C), pages 291-306.
    20. Nguyet T. M. Nguyen & Abdullah Iqbal & Radha K. Shiwakoti, 2022. "The context of earnings management and its ability to predict future stock returns," Review of Quantitative Finance and Accounting, Springer, vol. 59(1), pages 123-169, July.

    More about this item

    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:bla:bstrat:v:35:y:2026:i:3:p:4222-4239. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1099-0836 .

    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.