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Research on the implication of artificial intelligence in accounting subfields: current research trends from bibliometric analysis, and research directions

Author

Listed:
  • Meryem Ayad

    (ENCGS - Ecole Nationale de Commerce et de Gestion de SETTAT)

  • Said El Mezouari

    (ENCGS - Ecole Nationale de Commerce et de Gestion de SETTAT)

Abstract

All stakeholders recognize the importance of the information provided by various accounting subfields in the decision-making process and managerial activities, on the other hand, with the exponential growth of artificial intelligence, the traditional way of working in accounting has changed, and research about it has been undertaken worldwide, In this context, This study provides a bibliometric analysis of 931 articles which were published from 1990 to 2022 to look for the research trends and most prominent topics and theme addressed in the literature regarding the application of artificial intelligence technologies in five accounting subfields namely Financial Accounting, Management Accounting, Tax Accounting, Auditing, and Governmental Accounting. Using VOS viewer software, this study contributes to accounting literature by analyzing the current common theme in the literature through visualizing and mapping the occurrence and the co-occurrence of authors' keywords of 931 articles that address this topic, which will allow us to highlight some less explored avenues of research that can therefore be further explored by scholars. The results show that Financial Accounting is the most commonly researched accounting area explored. The theme most frequently addressed is the detection of financial statement fraud. There were few articles discussing Artificial Intelligence's implication on Tax Accounting and Government Accounting. Further, the study provided six major areas that have been revealed for future research on this topic: the implication of the Internet of Things, Blockchain and Big Data and the Accounting field, Accounting cybersecurity in the artificial intelligence area, XBRL, and Artificial Intelligence in Accounting.

Suggested Citation

  • Meryem Ayad & Said El Mezouari, 2022. "Research on the implication of artificial intelligence in accounting subfields: current research trends from bibliometric analysis, and research directions," Post-Print hal-05138659, HAL.
    • Handle: RePEc:hal:journl:hal-05138659
    DOI: 10.5281/zenodo.7195995
    Note: View the original document on HAL open archive server: https://hal.science/hal-05138659v1
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    References listed on IDEAS

    as
    1. Lin, Lili, 2019. "Corporate Governance and Liquidity Risk of Starbucks Company," MPRA Paper 97230, University Library of Munich, Germany, revised 18 Nov 2019.
    2. Hezun Li & Timurs Uman & Siri Terjesen, 2019. "Corporate governance and innovation," Chapters, in: David B. Audretsch & Erik E. Lehmann & Albert N. Link (ed.), A Research Agenda for Entrepreneurship and Innovation, chapter 9, pages 134-154, Edward Elgar Publishing.
    3. Ferreira, Daniel & Li, Jin & Nikolowa, Radoslawa, 2019. "Corporate Capture of Blockchain Governance," CEPR Discussion Papers 13493, C.E.P.R. Discussion Papers.
    4. Ting Li & Xinlei Zhao & Aiwu Zhao, 2019. "Voting with hands, earnings management and corporate governance," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 18(2), pages 178-197, May.
    5. Jordan, J S, 1989. "The Economics of Accounting Information Systems," American Economic Review, American Economic Association, vol. 79(2), pages 140-145, May.
    6. Abdur Rouf & M. Akhtaruddin, 2019. "Corporate governance reporting in Bangladesh," International Journal of Ethics and Systems, Emerald Group Publishing Limited, vol. 36(1), pages 42-57, October.
    7. Goodell, John W. & Kumar, Satish & Lim, Weng Marc & Pattnaik, Debidutta, 2021. "Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    8. repec:eme:aaaj00:aaaj-09-2020-4934 is not listed on IDEAS
    9. Moll, Jodie & Yigitbasioglu, Ogan, 2019. "The role of internet-related technologies in shaping the work of accountants: New directions for accounting research," The British Accounting Review, Elsevier, vol. 51(6).
    10. 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.
    11. Gul, Ferdinand A. & Chia, Yew Ming, 1994. "The effects of management accounting systems, perceived environmental uncertainty and decentralization on managerial performance: A test of three-way interaction," Accounting, Organizations and Society, Elsevier, vol. 19(4-5), pages 413-426.
    12. David Yermack, 2017. "Corporate Governance and Blockchains," Review of Finance, European Finance Association, vol. 21(1), pages 7-31.
    13. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    14. Ting Li & Xinlei Zhao & Aiwu Zhao, 2019. "Voting with hands, earnings management and corporate governance," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 18(2), pages 178-197, May.
    15. Otley, David T., 1980. "The contingency theory of management accounting: Achievement and prognosis," Accounting, Organizations and Society, Elsevier, vol. 5(4), pages 413-428, October.
    16. Tricker, Bob & Li, Gregg, 2019. "Understanding Corporate Governance in China," University of Chicago Press Economics Books, University of Chicago Press, number 9789888455713.
    17. repec:eme:ijoes0:ijoes-02-2019-0035 is not listed on IDEAS
    18. César Pérez López & María Jesús Delgado Rodríguez & Sonia de Lucas Santos, 2019. "Tax Fraud Detection through Neural Networks: An Application Using a Sample of Personal Income Taxpayers," Future Internet, MDPI, vol. 11(4), pages 1-13, March.
    19. Jayasuriya Mahapatabendige Ruwani Fernando & Leon Li & Yang (Greg) Hou, 2019. "Corporate governance and default prediction: a reality test," Applied Economics, Taylor & Francis Journals, vol. 51(24), pages 2669-2686, May.
    20. Debreceny, Roger S. & Gray, Glen L., 2010. "Data mining journal entries for fraud detection: An exploratory study," International Journal of Accounting Information Systems, Elsevier, vol. 11(3), pages 157-181.
    Full references (including those not matched with items on IDEAS)

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    JEL classification:

    • M4 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • M4 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

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