IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/129349.html

Artificial Intelligence Controls and Earnings Management Intention: The Mediating Role of Ethical Decision-Making

Author

Listed:
  • Farooq, Fatima
  • Jadoon, Atif Khan
  • Ali, Amjad
  • Audi, Marc

Abstract

Artificial intelligence is receiving increasing attention in accounting, auditing, and financial reporting due to its capacity to enhance automation, processing speed, analytical efficiency, and reporting support systems. However, the growing integration of artificial intelligence into accounting practices has also generated substantial concerns regarding transparency, accountability, human oversight, and ethical responsibility. The study adopts a quantitative research design and utilizes structured data collected from 250 observations. The analysis was conducted using descriptive statistics, reliability analysis, Pearson correlation analysis, multiple linear regression, and mediation analysis. The findings reveal that artificial intelligence governance controls significantly strengthen ethical decision-making while simultaneously reducing earnings management intention. Ethical decision-making also demonstrates a significant negative association with earnings management intention, indicating that stronger ethical judgment discourages manipulative financial reporting behavior. Furthermore, the mediation analysis confirms that ethical decision-making partially mediates the relationship between artificial intelligence governance controls and earnings management intention. This explains that effective governance mechanisms reduce manipulative reporting tendencies both directly and indirectly through the promotion of ethical reasoning and professional judgment. The findings emphasize that the role of artificial intelligence in accounting should not be evaluated solely from the perspective of technological efficiency, but also through the quality of governance structures and their ethical implications. The study also offers practical implications for organizations, regulators, and accounting professionals by highlighting the importance of transparent, accountable, and ethically grounded governance systems in the successful implementation of artificial intelligence within financial reporting practices.

Suggested Citation

  • Farooq, Fatima & Jadoon, Atif Khan & Ali, Amjad & Audi, Marc, 2026. "Artificial Intelligence Controls and Earnings Management Intention: The Mediating Role of Ethical Decision-Making," MPRA Paper 129349, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:129349
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/129349/1/MPRA_paper_129349.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kokina, Julia & Blanchette, Shay & Davenport, Thomas H. & Pachamanova, Dessislava, 2025. "Challenges and opportunities for artificial intelligence in auditing: Evidence from the field," International Journal of Accounting Information Systems, Elsevier, vol. 56(C).
    2. Amir, Muhammad Sikander & Ali, Amjad & Audi, Marc, 2025. "Artificial Intelligence Investment and Firm Profitability: Evidence from Pakistan’s Financial and Audit Sectors," MPRA Paper 127314, University Library of Munich, Germany.
    3. Husain Coovadia & Ben Marx & Ilse Botha & Nusirat O. Gold, 2025. "Building an ethical artificial intelligence corporate governance framework for the integration of emerging technologies into business processes," South African Journal of Accounting Research, Taylor & Francis Journals, vol. 39(3), pages 286-316, September.
    4. Kangan Sayal & Gurparkash Singh, 2020. "Investigating the role of theory of planned behavior and Machiavellianism in earnings management intentions," Accounting Research Journal, Emerald Group Publishing Limited, vol. 33(6), pages 653-668, September.
    5. Kuziemski, Maciej & Misuraca, Gianluca, 2020. "AI governance in the public sector: Three tales from the frontiers of automated decision-making in democratic settings," Telecommunications Policy, Elsevier, vol. 44(6).
    6. Yixuan Peng & Sayed Fayaz Ahmad & Ahmad Y. A. Bani Ahmad & Mustafa S. Al Shaikh & Mohammad Khalaf Daoud & Fuad Mohammed Hussein Alhamdi, 2023. "Riding the Waves of Artificial Intelligence in Advancing Accounting and Its Implications for Sustainable Development Goals," Sustainability, MDPI, vol. 15(19), pages 1-12, September.
    7. Kishore Singh & Mario Bojilov & Peter Best, 2025. "Implementing AI In Auditing in Organizations," Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 24(3), pages 456-478, September.
    8. repec:eme:aaaj00:aaaj-09-2020-4934 is not listed on IDEAS
    9. 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.
    10. Jana Craft, 2013. "A Review of the Empirical Ethical Decision-Making Literature: 2004–2011," Journal of Business Ethics, Springer, vol. 117(2), pages 221-259, October.
    11. Othmar Manfred Lehner & Kim Ittonen & Hanna Silvola & Eva Ström & Alena Wührleitner, 2022. "Artificial intelligence based decision-making in accounting and auditing: ethical challenges and normative thinking," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 35(9), pages 109-135, June.
    12. repec:ami:journl:v:24:y:2024:i:3:p:456-478 is not listed on IDEAS
    13. Dalenda Ben Ahmed, 2026. "The Impact of Artificial Intelligence on Accounting Information and Earnings Management: Bibliometric Analysis," JRFM, MDPI, vol. 19(1), pages 1-17, January.
    14. Osama Samih Shaban & Arwa Omoush, 2025. "AI-Driven Financial Transparency and Corporate Governance: Enhancing Accounting Practices with Evidence from Jordan," Sustainability, MDPI, vol. 17(9), pages 1-26, April.
    15. Mayar A. Omar & Ismail I. Gomaa & Sara H. Sabry & Hosam Moubarak, 2026. "Artificial Intelligence’s Role in Predicting Corporate Financial Performance: Evidence from the MENA Region," JRFM, MDPI, vol. 19(1), pages 1-32, January.
    16. Abdulkarim Hamdan J. Alhazmi & Sardar M. N. Islam & Maria Prokofieva, 2025. "The Impact of Artificial Intelligence Adoption on the Quality of Financial Reports on the Saudi Stock Exchange," IJFS, MDPI, vol. 13(1), pages 1-38, February.
    17. Ummar Faruk Saeed, 2025. "Can artificial intelligence and blockchain condition governance mechanisms to restrict earnings management?," SN Business & Economics, Springer, vol. 5(12), pages 1-35, December.
    18. Karim, Danish & Ahmad, Khalil & Ali, Amjad, 2025. "Artificial Intelligence and the Evolution of Accounting: Transforming Roles, Skills, and Professional Practices," MPRA Paper 127531, University Library of Munich, Germany.
    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. Elsayed, Nader, 2025. "Strategic AI disclosures and legitimacy: Impression management in UK FTSE100 annual reports," International Journal of Accounting Information Systems, Elsevier, vol. 56(C).
    2. Zahid, Haider & Audi, Marc & Ali, Amjad, 2026. "The Role of Cryptocurrency Regulations in Determining Financial Reporting Quality: An Empirical Analysis," MPRA Paper 129042, University Library of Munich, Germany.
    3. Karim, Danish & Audi, Marc & Ali, Amjad, 2026. "The Role of Artificial Intelligence in Shaping Skill Requirements within the Accounting Profession," MPRA Paper 129018, University Library of Munich, Germany.
    4. Adi Masli & Matthew G. Sherwood & Rajendra P. Srivastava, 2018. "Attributes and Structure of an Effective Board of Directors: A Theoretical Investigation," Abacus, Accounting Foundation, University of Sydney, vol. 54(4), pages 485-523, December.
    5. García-Meca, Emma & Ramón-Llorens, Maria-Camino & Martínez-Ferrero, Jennifer, 2021. "Are narcissistic CEOs more tax aggressive? The moderating role of internal audit committees," Journal of Business Research, Elsevier, vol. 129(C), pages 223-235.
    6. Vafeas, Nikos & Vlittis, Adamos, 2019. "Board executive committees, board decisions, and firm value," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 43-63.
    7. Wu, Soushan & Chen, Chin-Mei & Lee, Pei-Ching, 2016. "Independent directors and earnings management: The moderating effects of controlling shareholders and the divergence of cash-flow and control rights," The North American Journal of Economics and Finance, Elsevier, vol. 35(C), pages 153-165.
    8. Mohammed W.A. Saleh & Rohaida Abdul Latif & Fathiyyah Abu Bakar & Zahraddeen Salisu Maigoshi, 2020. "The impact of multiple directorships, board characteristics, and ownership on the performance of Palestinian listed companies," International Journal of Accounting, Auditing and Performance Evaluation, Inderscience Enterprises Ltd, vol. 16(1), pages 63-80.
    9. Manhwa Wu & Paoyu Huang & Yensen Ni, 2020. "The Impact of Institutional Shareholdings on Price Limits," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 27(3), pages 343-361, September.
    10. Hessian, Mohamed & Zalata, Alaa Mansour & Hussainey, Khaled, 2025. "Does the board of directors and their stock ownership mitigate interest payment classification shifting? UK evidence," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 58(C).
    11. Md. Borhan Uddin Bhuiyan & Solomon Opare & Zahir Ahmed, 2024. "Does Audit Committee Busyness Affect Financial Restatement? Evidence from Audit Committee Share Ownership," Australian Accounting Review, CPA Australia, vol. 34(1), pages 29-54, March.
    12. Rajashri Chatterjee & Debdas Rakshit, 2023. "Association Between Earnings Management and Corporate Governance Mechanisms: A Study Based on Select Firms in India," Global Business Review, International Management Institute, vol. 24(1), pages 152-170, February.
    13. Amir, Muhammad Sikander & Ali, Amjad & Audi, Marc, 2025. "Artificial Intelligence Investment and Firm Profitability: Evidence from Pakistan’s Financial and Audit Sectors," MPRA Paper 127314, University Library of Munich, Germany.
    14. Nicole Gillespie & Mattia Anesa & Morgana Lizzio-Wilson & Cassandra Chapman & Karen Healy & Matthew Hornsey, 2024. "How do Sector Level Factors Influence Trust Violations in Not-for-Profit Organizations? A Multilevel Model," Journal of Business Ethics, Springer, vol. 191(2), pages 373-398, May.
    15. Peter J Baldacchino & Jean Paul Abela & Norbert Tabone & Simon Grima, 2021. "Board of Director Diversity and Its Corporate Governance Implications in Maltese Equity-Listed Companies," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 11(4), pages 37-65.
    16. Abdullah, Azrul Bin & Ismail, Ku Nor Izah Ku, 2018. "Hedging Activities Information and Risk Management Committee Effectiveness: Malaysian evidence," SocArXiv kxfqe, Center for Open Science.
    17. Mawuena Akosua Kukah & Mohammed Amidu & Joshua Yindenaba Abor, 2016. "Corporate governance mechanisms and accounting information quality of listed firms in Ghana," African Journal of Accounting, Auditing and Finance, Inderscience Enterprises Ltd, vol. 5(1), pages 38-58.
    18. Yik-Pui Low, Steven & Foo, Yee-Boon & Gul, Ferdinand A, 2023. "Corporate lobbying: Resource-seeking or rent-seeking? Evidence from audit fees," Journal of Contemporary Accounting and Economics, Elsevier, vol. 19(1).
    19. Chen, Anlin & Lu, Cheng-Shou, 2015. "The effect of managerial overconfidence on the market timing ability and post-buyback performance of open market repurchases," The North American Journal of Economics and Finance, Elsevier, vol. 33(C), pages 234-251.
    20. Lela Nurlaela Wati & Ramdany & Momon, 2020. "Does corporate governance affect financial reporting quality of politically connected firms?," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(3), pages 2126-2143, March.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • M15 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - IT Management
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:129349. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.