IDEAS home Printed from https://ideas.repec.org/a/gam/jijfss/v11y2023i3p115-d1240049.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7072/11/3/115/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7072/11/3/115/
    Download Restriction: no
    ---><---

    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    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. 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).
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    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. Nguyen, Tuan & Nguyen, An & Nguyen, Mau & Truong, Thuyen, 2021. "Is national governance quality a key moderator of the boardroom gender diversity–firm performance relationship? International evidence from a multi-hierarchical analysis," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 370-390.
    2. Chen, Tao, 2015. "Institutions, board structure, and corporate performance: Evidence from Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 217-237.
    3. Mukesh Nepal & Rajat Deb, 2022. "Board Characteristics and Firm Performance: Indian Textiles Sector Panorama," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 47(1), pages 74-96, February.
    4. Ji, Jiao & Talavera, Oleksandr & Yin, Shuxing, 2016. "CEO Dismissal, Compensation and Topics of Board Meetings: The Case of China," MPRA Paper 70232, University Library of Munich, Germany.
    5. Gregorio Sánchez‐Marín & María Encarnación Lucas‐Pérez & Samuel Baixauli‐Soler & Brian G.M. Main & Antonio Mínguez‐Vera, 2022. "Excess executive compensation and corporate governance in the United Kingdom and Spain: A comparative analysis," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2817-2837, October.
    6. Byung S. Min, 2018. "Effects of Outsider’s Monitoring on Capital Structure and Corporate Growth Strategy: Evidence from a Natural Experiment," Journal of Business Ethics, Springer, vol. 152(2), pages 459-475, October.
    7. Bill B. Francis & Iftekhar Hasan & Qiang Wu, 2012. "Do corporate boards matter during the current financial crisis?," Review of Financial Economics, John Wiley & Sons, vol. 21(2), pages 39-52, April.
    8. Naeem Tabassum & Satwinder Singh, 2020. "Corporate Governance and Organisational Performance," Springer Books, Springer, number 978-3-030-48527-6, December.
    9. Etienne Redor, 2016. "Board attributes and shareholder wealth in mergers and acquisitions: a survey of the literature," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 20(4), pages 789-821, December.
    10. Nooraisah Katmon & Omar Al Farooque, 2017. "Exploring the Impact of Internal Corporate Governance on the Relation Between Disclosure Quality and Earnings Management in the UK Listed Companies," Journal of Business Ethics, Springer, vol. 142(2), pages 345-367, May.
    11. Aman, Hiroyuki & Nguyen, Pascal, 2013. "Does good governance matter to debtholders? Evidence from the credit ratings of Japanese firms," Research in International Business and Finance, Elsevier, vol. 29(C), pages 14-34.
    12. Ameni Tarchouna & Bilel Jarraya & Abdelfettah Bouri, 2022. "Do board characteristics and ownership structure matter for bank non-performing loans? Empirical evidence from US commercial banks," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 26(2), pages 479-518, June.
    13. James, Hui Liang & Borah, Nilakshi & Lirely, Roger, 2022. "The effectiveness of board independence in high-discretion firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 85(C), pages 103-117.
    14. Karbhari, Yusuf & Muye, Ibrahim & Hassan, Ahmad Fahmi S. & Elnahass, Marwa, 2018. "Governance mechanisms and efficiency: Evidence from an alternative insurance (Takaful) market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 56(C), pages 71-92.
    15. Nebert Mandala & E. Kaijage & J. Aduda & C. Iraya, 2018. "The Effect of Board Structure and CEO Tenure on Performance of Financial Institutions in Kenya," Journal of Finance and Investment Analysis, SCIENPRESS Ltd, vol. 7(1), pages 1-4.
    16. John K. Malagila & Alaa M. Zalata & Collins G. Ntim & Ahmed A. Elamer, 2021. "Corporate governance and performance in sports organisations: The case of UK premier leagues," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2517-2537, April.
    17. Faleye, Olubunmi & Kung, Wilson & Parwada, Jerry T. & Tian, Gloria Y., 2020. "Are entrepreneurs special? Evidence from board appointments," Journal of Business Venturing, Elsevier, vol. 35(3).
    18. Ahmed Bouteska, 2020. "Do Board Characteristics Affect Bank Performance? Evidence from the Eurozone," Journal of Asset Management, Palgrave Macmillan, vol. 21(6), pages 535-548, October.
    19. Đặng, Rey & Houanti, L’Hocine & Reddy, Krishna & Simioni, Michel, 2020. "Does board gender diversity influence firm profitability? A control function approach," Economic Modelling, Elsevier, vol. 90(C), pages 168-181.
    20. Manika Kohli, 2018. "Impact of Ownership Type and Board Characteristics on the Pay–Performance Relationship: Evidence from India," Indian Journal of Corporate Governance, , vol. 11(1), pages 1-34, June.

    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:gam:jijfss:v:11:y:2023:i:3:p:115-:d:1240049. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.