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The Impact of Artificial Intelligence Disclosure on Financial Performance

Author

Listed:
  • Fadi Shehab Shiyyab

    (Department of Accounting, Business School, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan)

  • Abdallah Bader Alzoubi

    (Department of Accounting, Business School, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan)

  • Qais Mohammad Obidat

    (Department of Accounting, Business School, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan)

  • Hashem Alshurafat

    (Department of Accounting, Business School, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan)

Abstract

This study determines to what extent Jordanian banks refer to and use artificial intelligence (AI) technologies in their operation process and examines the impact of AI-related terms disclosure on financial performance. Content analysis is used to analyze the spread of AI and related information in the annual report textual data. Based on content analysis and regression analysis of data from 115 annual reports for 15 Jordanian banks listed in the Amman Stock Exchange for the period 2014 to 2021, the study reveals a consistent increase in the mention of AI-related terms disclosure since 2014. However, the level of AI-related disclosure remains weak for some banks, suggesting that Jordanian banks are still in the early stages of adopting and implementing AI technologies. The results indicate that AI-related keywords disclosure has an influence on banks’ financial performance. AI has a positive effect on accounting performance in terms of ROA and ROE and a negative impact on total expenses, which supports the dominant view that AI improves revenue and reduces cost and is also consistent with past literature findings. This study contributes to the growing body of AI literature, specifically the literature on AI voluntary disclosure, in several aspects. First, it provides an objective measure of the uses of AI by formulating an AI disclosure index that captures the status of AI adoption in practice. Second, it provides insights into the relationship between AI disclosure and financial performance. Third, it supports policymakers’, international authorities’, and supervisory organizations’ efforts to address AI disclosure issues and highlights the need for disclosure guidance requirements. Finally, it provides a contribution to banking sector practitioners who are transforming their operations using AI mechanisms and supports the need for more AI disclosure and informed decision making in a manner that aligns with the objectives of financial institutions.

Suggested Citation

  • Fadi Shehab Shiyyab & Abdallah Bader Alzoubi & Qais Mohammad Obidat & Hashem Alshurafat, 2023. "The Impact of Artificial Intelligence Disclosure on Financial Performance," IJFS, MDPI, vol. 11(3), pages 1-25, September.
    • Handle: RePEc:gam:jijfss:v:11:y:2023:i:3:p:115-:d:1240049
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    References listed on IDEAS

    as
    1. Michael C. Jensen, 2010. "The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 43-58, January.
    2. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    3. James P. Gander, 2012. "Firm debt structure, firm size and risk volatility in US industrial firms," Applied Financial Economics, Taylor & Francis Journals, vol. 22(5), pages 387-393, March.
    4. Hui-Cheng Yu & Lopin Kuo & Mao-Feng Kao, 2017. "The relationship between CSR disclosure and competitive advantage," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 8(5), pages 547-570, November.
    5. Ercan Oztemel & Samet Gursev, 2020. "Literature review of Industry 4.0 and related technologies," Journal of Intelligent Manufacturing, Springer, vol. 31(1), pages 127-182, January.
    6. Yermack, David, 1996. "Higher market valuation of companies with a small board of directors," Journal of Financial Economics, Elsevier, vol. 40(2), pages 185-211, February.
    7. Olmer Garcia-Bedoya & Oscar Granados & José Cardozo Burgos, 2020. "AI against money laundering networks: the Colombian case," Journal of Money Laundering Control, Emerald Group Publishing Limited, vol. 24(1), pages 49-62, June.
    8. Edmund Mallinguh & Christopher Wasike & Zeman Zoltan, 2020. "The Business Sector, Firm Age, and Performance: The Mediating Role of Foreign Ownership and Financial Leverage," IJFS, MDPI, vol. 8(4), pages 1-16, December.
    9. Burström, Thommie & Parida, Vinit & Lahti, Tom & Wincent, Joakim, 2021. "AI-enabled business-model innovation and transformation in industrial ecosystems: A framework, model and outline for further research," Journal of Business Research, Elsevier, vol. 127(C), pages 85-95.
    10. Vanessa Magness, 2006. "Strategic posture, financial performance and environmental disclosure: An empirical test of legitimacy theory," Accounting, Auditing & Accountability Journal, Emerald Group Publishing, vol. 19(4), pages 540-563, July.
    11. Hui-Cheng Yu & Lopin Kuo & Mao-Feng Kao, 2017. "The relationship between CSR disclosure and competitive advantage," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 8(5), pages 547-570, November.
    12. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    13. Bonsón, Enrique & Bednárová, Michaela & Perea, David, 2023. "Disclosures about algorithmic decision making in the corporate reports of Western European companies," International Journal of Accounting Information Systems, Elsevier, vol. 48(C).
    14. Claudio Loderer & René Stulz & Urs Waelchli, 2017. "Firm Rigidities and the Decline in Growth Opportunities," Management Science, INFORMS, vol. 63(9), pages 3000-3020, September.
    15. Kazumine Kondo, 2018. "Does branch network size influence positively the management performance of Japanese regional banks?," Applied Economics, Taylor & Francis Journals, vol. 50(56), pages 6061-6072, December.
    16. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2008. "Boards: Does one size fit all," Journal of Financial Economics, Elsevier, vol. 87(2), pages 329-356, February.
    17. Abdallah, Abed Al-Nasser & Ismail, Ahmad K., 2017. "Corporate governance practices, ownership structure, and corporate performance in the GCC countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 46(C), pages 98-115.
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