ARTIFICIAL INTELLIGENCE IN ACCOUNTING PROFESSION AND EDUCATION: A CONTENT AND BIBLIOMETRIC ANALYSIS (2007-2024)
Year 2025,
Volume: 18 Issue: 1, 59 - 83, 30.01.2025
Bülent Kınay
,
Ayşegül Ciğer
Abstract
Research on the accounting profession and education regarding artificial intelligence (AI) has significantly increased in the past decade, yet the opportunities and challenges posed by AI continue to be debated. This study aims to provide a comprehensive overview of the literature by synthesizing existing research. Using bibliometric techniques and content analysis, this study offers a comprehensive review of the relevant literature. Bibliographic data from the Web of Science database spanning from 2007 to 2024 were utilized, and 48 academic studies were analyzed. VOSviewer was employed for citation and network analysis, while Excel was used for content analysis. The study identified influential authors, journals, countries, trending articles, and significant network collaborations through bibliometric analysis. One of the most notable findings of the study is the substantial reference to the four major accounting firms in academic research. Content analysis revealed a scarcity of in- depth and specific studies. It was concluded that research and academic applications related to AI are still at a nascent stage, highlighting the need for comprehensive research involving regulatory bodies, academia, companies, and practitioners in future studies. Additionally, the study found evidence suggesting a sluggish pace in academia's adoption of AI applications and education.
References
- Agustí, M. A., & Orta-Pérez, M. (2023). Big data and artificial intelligence in the fields of accounting and auditing: a bibliometric analysis. Spanish Journal of Finance and Accounting / Revista Española de Financiación y Contabilidad, 52(3), 412–438. https://doi.org/10.1080/02102412.2022.2099675
- Al Wael, H., Abdallah, W., Ghura, H., & Buallay, A. (2024). Factors influencing artificial intelligence adoption in the accounting profession: the case of public sector in Kuwait. Competitiveness Review, 34(1), 3–27. https://doi.org/10.1108/CR-09-2022-0137/FULL/XML
- Aldredge, M., Rogers, C., & Smith, J. (2020). The strategic transformation of accounting into a learned profession. Industry and Higher Education, 35(2), 83–88. https://doi.org/10.1177/0950422220954319
- Ardichvili, A. (2022). The Impact of Artificial Intelligence on Expertise Development: Implications for HRD. Advances in Developing Human Resources, 24(2), 78–98. https://doi.org/10.1177/15234223221077304
- Askary, S., Abu-Ghazaleh, N., & Tahat, Y. A. (2018). Artificial intelligence and reliability of accounting information. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11195 LNCS, 315–324. https://doi.org/10.1007/978-3- 030-02131-3_28/FIGURES/2
- Atanasovski, A., & Tocev, T. (2022). Research trends in disruptive technologies for accounting of the future – A bibliometric analysis. Journal of Accounting and Management Information Systems, 21(2), 270–288. https://doi.org/10.24818/JAMIS.2022.02006
- Ayad, M., & Mezouari, S. EL. (2022). Research on the implication of artificial intelligence in accounting subfields: current research trends from bibliometric analysis, and research directions. International Journal of Accounting, Finance, Auditing, Management and Economics, 3(5–1), 503–522. https://doi.org/10.5281/ZENODO.7195995
- Bakarich, K. M., & O’brien, P. E. (2021). The Robots are Coming ... But Aren’t Here Yet: The Use of Artificial Intelligence Technologies in the Public Accounting Profession. Journal of Emerging Technologies in Accounting, 18(1), 27–43. https://doi.org/10.2308/JETA-19-11-20-47
- Ballantine, J., Boyce, G., & Stoner, G. (2024). A critical review of AI in accounting education: Threat and opportunity. Critical Perspectives on Accounting, 99, 102711. https://doi.org/10.1016/J.CPA.2024.102711
- Brewer, P. C., Sorensen, J. E., & Stout, D. E. (2014). The future of accounting education: addressing the competency crisis. Strategic Finance, 96(2), 29–38. Retrieved from https://go.gale.com/ps/i.do?p=AONE&sw=w&issn=1524833X&v=2.1&it=r&id=GALE%7CA381284304 &sid=googleScholar&linkaccess=fulltext
- Cai, C. (2022). Training Mode of Innovative Accounting Talents in Colleges Using Artificial Intelligence. Mobile Information Systems, 2022, 1. https://doi.org/10.1155/2022/6516658
- Damerji, H., & Salimi, A. (2021). Mediating effect of use perceptions on technology readiness and adoption of artificial intelligence in accounting. Accounting Education, 30(2), 107–130. https://doi.org/10.1080/09639284.2021.1872035
- Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/J.JBUSRES.2021.04.070
- Duffy, E. (2018). Artificial Intelligence and its Positive Impact on the Accounting Profession AI fears. Accountancy Plus, March(1).
- Elo, T., Pätäri, S., Sjögrén, H., & Mättö, M. (2023). Transformation of skills in the accounting field: the expectation–performance gap perceived by accounting students. Accounting Education. https://doi.org/10.1080/09639284.2023.2191289
- Faggella, D. (2020). AI in the Accounting Big Four – Comparing Deloitte, PwC, KPMG, and EY | Emerj Artificial Intelligence Research. Retrieved April 7, 2024, from https://emerj.com/ai-sector-overviews/ai-in- the-accounting-big-four-comparing-deloitte-pwc-kpmg-and-ey/
- Feleagăa, L.;Dumitrașcua, L. M. (2018). Robot, the orchestra conductor in accounting. Proceedings of the 13 Th International Conference Accounting and Management Information Systems AMIS 2018, Bucharest, Romania, 245.
- Fülöp, M. T., Topor, D. I., Ionescu, C. A., Căpușneanu, S., Breaz, T. O., & Stanescu, S. G. (2022). Fintech accounting and Industry 4.0: future-proofing or threats to the accounting profession? Journal of Business Economics and Management, 23(5), 997-1015–1997–1015. https://doi.org/10.3846/JBEM.2022.17695
- Fülöp, M. T., Topor, D. I., Ionescu, C. A., Cifuentes-Faura, J., & Măgdaș, N. (2023). Ethical concerns associated with artificial intelligence in the accounting profession: a curse or a blessing? Journal of Business Economics and Management, 24(2), 387-404–387–404. https://doi.org/10.3846/JBEM.2023.19251
- Goldwater, P. M., & Fogarty, T. J. (2007). Protecting the Solution: A ‘High-Tech.’ Method to Guarantee Individual Effort in Accounting Classes∗. Accounting Education: An International Journal, 16(2), 129– 143. https://doi.org/10.1080/09639280701234344
- Grabińska, B., Andrzejewski, M., & Grabiński, K. (2021). The students’ and graduates’ perception of the potential usefulness of Artificial Intelligence (AI) in the academic curricula of Finance and Accounting Courses. E-Mentor, 92(5 (92)), 16–25. https://doi.org/10.15219/EM92.1544
- Greenman, C. (2017). Exploring the Impact of Artificial Intelligence on the Accounting Profession. Journal of Research in Business, Economics and Management, 8(3). Retrieved from https://commons.erau.edu/publication/826
- Grosu, V., Cosmulese, C. G., Socoliuc, M., Ciubotariu, M. S., & Mihaila, S. (2023). Testing accountants’ perceptions of the digitization of the profession and profiling the future professional. Technological Forecasting and Social Change, 193, 122630. https://doi.org/10.1016/J.TECHFORE.2023.122630
- Holmes, A. F., & Douglass, A. (2022). Artificial Intelligence: Reshaping the Accounting Profession and the Disruption to Accounting Education. Journal of Emerging Technologies in Accounting, 19(1), 53–68. https://doi.org/10.2308/JETA-2020-054
- Igou, A., Power, D. J., Brosnan, S., & Heavin, C. (2023). Digital Futures for Accountants. Journal of Emerging Technologies in Accounting, 20(1), 39–57. https://doi.org/10.2308/JETA-2020-088
- Jackson, D., & Allen, C. (2024). Enablers, barriers and strategies for adopting new technology in accounting. International Journal of Accounting Information Systems, 52, 100666. https://doi.org/10.1016/J.ACCINF.2023.100666
- Kapoor, M. (2020). Big Four Invest Billions in Tech, Reshaping Their Identities. Retrieved May 21, 2024, from https://news.bloombergtax.com/financial-accounting/big-four-invest-billions-in-tech-reshaping-their- identities
- Kaya, G. A. (2024). Muhasebe Alanında Yapay Zekâ Ve Blokzincir İle İlgili Makalelerin Görsel Haritalama Yöntemi İle Analizi (M. Keskin, Ed.). Yaz Yayınları.
- Kınay, B., Ciğer, A., & Vardar, G. Ç. (2023). Skills Analysis of Employes by Using LinkedIn Profiles of Globaland Türkiye Audit Firms. JOURNAL OF BUSINESS RESEARCH-TURK, 15(3), 1675–1689.
- Knihova, L. (2019). Virtual reality in financial reporting: are accountants an endangered species? 7th International Scientific Conference on IFRS - Global Rules and Local Use - Beyond the Numbers, 137– 147. Retrieved from https://is.vsfs.cz/publication/7976/en/VIRTUAL-REALITY-IN-FINANCIAL- REPORTING-ARE-ACCOUNTANTS-AN-ENDANGERED-SPECIES/Knihova
- Le Guyader, L. P. (2020). Artificial intelligence in accounting: GAAP’s “FAS133.” Journal of Corporate Accounting & Finance, 31(3), 185–189. https://doi.org/10.1002/JCAF.22407
- Leitner-Hanetseder, S., Lehner, O. M., Eisl, C., & Forstenlechner, C. (2021). A profession in transition: actors, tasks and roles in AI-based accounting. Journal of Applied Accounting Research, 22(3), 539–556. https://doi.org/10.1108/JAAR-10-2020-0201/FULL/PDF
- Li, C., & Zhao, X. (2022). Research on the Influence of Artificial Intelligence Technology with web 3.0 on Accounting Education and Its Countermeasures. Transactions on Asian and Low-Resource Language Information Processing, 21(6), 1–17. https://doi.org/10.1145/3527666
- Li, E.-Z., Li, G., & Li, G.-N. (2019). Study for Innovative Contents of Accounting Professional Education in Circular Economy. Proceedings of the 4th Annual International Conference on Social Science and Contemporary Humanity Development (SSCHD 2018), 208–213. https://doi.org/10.2991/SSCHD- 18.2019.36
- Li, Z., & Zheng, L. (2018). The Impact of Artificial Intelligence on Accounting. Proceedings of the 2018 4th International Conference on Social Science and Higher Education (ICSSHE 2018). https://doi.org/10.2991/ICSSHE-18.2018.203
- Marques, S., Gonçalves, R., da Costa, R. L., Pereira, L. F., & Dias, A. L. (2023). The Impact of Intelligent Systems on Management Accounting. International Journal of Intelligent Information Technologies (IJIIT), 19(1), 1–32. https://doi.org/10.4018/IJIIT.324601
- Mihai, S. M., & Duţescu, A. (2022). How cloud accounting and integrated services based on AI can impact accounting companies? Proceedings of the International Conference on Business Excellence, 16(1), 849– 858. https://doi.org/10.2478/PICBE-2022-0079
- Moll, J., & Yigitbasioglu, O. (2019). The role of internet-related technologies in shaping the work of accountants: New directions for accounting research. The British Accounting Review, 51(6), 100833. https://doi.org/10.1016/J.BAR.2019.04.002
- Moore, W. B., & Felo, A. (2022). The evolution of accounting technology education: Analytics to STEM. Journal of Education for Business, 97(2), 105–111. https://doi.org/10.1080/08832323.2021.1895045
- Muhammad, H., Khan, R., Ahmad, S., Javed, R., Nasir, N., & Scholar, M. P. (2023). The Significance of Artificial Intelligence in Business and Accounting: A Bibliometric Analysis. Pakistan Journal of Humanities and Social Sciences, 11(2), 1061-1082–1061–1082. https://doi.org/10.52131/PJHSS.2023.1102.0417
- Ng, C. (2023). Teaching Advanced Data Analytics, Robotic Process Automation, and Artificial Intelligence in a Graduate Accounting Program. Journal of Emerging Technologies in Accounting, 20(1), 223–243. https://doi.org/10.2308/JETA-2022-025
- Novak, A., Zager, K., & Barisic, I. (2021). Perspectives Of The Information Technology Use In Accounting - Implications Of The Covid-19 Pandemic. 10th International Scientific Symposium on Region, Entrepreneurship, Development (RED), 880–895.
- Parloff, R. (2016). From 2016: Why Deep Learning Is Suddenly Changing Your Life | Fortune. Retrieved April 19, 2024, from https://fortune.com/longform/ai-artificial-intelligence-deep-machine-learning/
- Peng, Y., & Chang, J. S. (2019). An exploration on the problems of replacing accounting professions by AI in the future. ACM International Conference Proceeding Series, 378–382. https://doi.org/10.1145/3364335.3364345
- Pwc. (2017). PwC’s Global Artificial Intelligence Study | PwC. Retrieved April 19, 2024, from https://www.pwc.com/gx/en/issues/data-and-analytics/publications/artificial-intelligence-study.html
- Qasim, A., El Refae, G. A., & Eletter, S. (2022). Embracing Emerging Technologies and Artificial Intelligence into the Undergraduate Accounting Curriculum: Reflections from the UAE. Journal of Emerging Technologies in Accounting, 19(2), 155–169. https://doi.org/10.2308/JETA-2020-090
- Qasim, A., El Refae, G. A., Issa, H., & Eletter, S. (2021). The impact of drone technology on the accounting profession: The case of revenue recognition in long-term construction contracts. 2021 22nd International Arab Conference on Information Technology, ACIT 2021. https://doi.org/10.1109/ACIT53391.2021.9677226
- Qasim, A., & Kharbat, F. F. (2020). Blockchain Technology, Business Data Analytics, and Artificial Intelligence: Use in the Accounting Profession and Ideas for Inclusion into the Accounting Curriculum. Journal of Emerging Technologies in Accounting, 17(1), 107–117. https://doi.org/10.2308/JETA-52649
- Qasim, A., Refae, G. A. El, & Eletter, S. (2023). A Proposed Model to Integrate Drone Technology in Accounting for Long Term Contracts: A Cash Flow Management Perspictive. The International Arab Journal of Information Technology, 20(3A). https://doi.org/10.34028/iajit/20/3A/5
- Rawashdeh, A. (2023). The consequences of artificial intelligence: an investigation into the impact of AI on job displacement in accounting. Journal of Science and Technology Policy Management, ahead-of- print(ahead-of-print). https://doi.org/10.1108/JSTPM-02-2023-0030/FULL/PDF
- Romero-Carazas, R., Dávila-Fernández, S. I., Vallejos-Tafur, J. B., Ochoa-Tataje, F. A., Samaniego-Montoya, C. M., Torres-Sánchez, J. A., ... Espiritu-Martinez, A. P. (2023). Artificial Intelligence in Accounting Education and its Trends in Scopus: A Bibliometric Analysis. Migration Letters, 20(7), 343–357. https://doi.org/10.59670/ML.V20I7.4311
- Siegel, G., Sorensen, J. E., Klammer, T., & Richtermeyer, S. B. (2010). The Ongoing Preparation Gap in Accounting Education: A Call to Action. Management Accounting Quarterly, 11(3), 41–52. Retrieved from https://search.ebscohost.com/login.aspx?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl=1 5285359&AN=53279655&h=ElnHkwPMxYWr2fpb3Qs8B1vmO3dp1lKs%2FtKeJiAQnrdmT8rVmmu% 2FmMtxc8WcLF%2B9b097UAt6MaKT6wg196OrBw%3D%3D&crl=c
- Simina, S. M., & Adriana, D. (2021). The impact of the Artificial Intelligence on the accounting profession, a literature’s assessment. Proceedings of the International Conference on Business Excellence, 15(1), 749– 758. https://doi.org/10.2478/PICBE-2021-0070
- Song, G. (2019). Reform and Exploration of Accounting Professional Practice Teaching under the Background of Artificial Intelligence. IOP Conference Series: Materials Science and Engineering, 563(5), 052005. https://doi.org/10.1088/1757-899X/563/5/052005
- Stancheva-Todorova, E., & Bogdanova, B. (2021). Enhancing investors’ decision-making-An interdisciplinary AI-based case study for accounting students. AIP Conference Proceedings, 2333(1). https://doi.org/10.1063/5.0041612/1027631
- Stancheva-Todorova, E. P. (2018). How Artificial Intelligence Is Challenging Accounting Profession. Economy & Business Journal, 12(1), 126–141. Retrieved from https://ideas.repec.org/a/isp/journl/v12y2018i1p126- 141.html
- Stancu, M. S., & Duţescu, A. (2021). The impact of the Artificial Intelligence on the accounting profession, a literature’s assessment. Proceedings of the International Conference on Business Excellence, 15(1), 749– 758. https://doi.org/10.2478/picbe-2021-0070
- Sun, T. S. (2019). Applying Deep Learning to Audit Procedures: An Illustrative Framework. Accounting Horizons, 33(3), 89–109. https://doi.org/10.2308/ACCH-52455
- Sutton, S. G., Arnold, V., & Holt, M. (2018). How Much Automation Is Too Much? Keeping the Human Relevant in Knowledge Work. Journal of Emerging Technologies in Accounting, 15(2), 15–25. https://doi.org/10.2308/JETA-52311
- Tavares, M. C., Azevedo, G., Marques, R. P., & Bastos, M. A. (2023). Challenges of education in the accounting profession in the Era 5.0: A systematic review. Cogent Business & Management, 10(2). https://doi.org/10.1080/23311975.2023.2220198
- Thottoli, M. M. (2022). Trending technology hashtags in the field of accounting: a bibliometric analysis. LBS Journal of Management & Research, 20(1/2), 34–56. https://doi.org/10.1108/LBSJMR-05-2022-0021
- Türegün, N. (2019). Impact of technology in financial reporting: The case of Amazon Go. Journal of Corporate Accounting & Finance, 30(3), 90–95. https://doi.org/10.1002/JCAF.22394
- Ültay, E., Akyurt, H., & Ültay, N. (2021). Sosyal Bilimlerde Betimsel İçerik Analizi. IBAD Sosyal Bilimler Dergisi, (10), 188–201. https://doi.org/10.21733/IBAD.871703
- Wood, D. A., Achhpilia, M. P., Adams, M. T., Aghazadeh, S., Akinyele, K., Akpan, M., ... Zoet, E. (2023). The ChatGPT Artificial Intelligence Chatbot: How Well Does It Answer Accounting Assessment Questions? Issues in Accounting Education, 38(4), 81–108. https://doi.org/10.2308/ISSUES-2023-013
- Xu, Y., & Xiao, N. (2021). Research on the Application of Internet Technology in Adaptive Education of Accounting Major. Proceedings - 2nd International Conference on E-Commerce and Internet Technology, ECIT 2021, 275–278. https://doi.org/10.1109/ECIT52743.2021.00066
- Žager, K.; Dečman, N.; Rep, A. (2020). The Impact of Artificial Intelligence on the Accounting Process. The Impact of Artificial Intelligence on the Accounting Process, 1430–1444. Retrieved fromhttps://www.croris.hr/crosbi/publikacija/prilog-skup/691586
- Zhang, Y., Xiong, F., Xie, Y., Fan, X., & Gu, H. (2020). The Impact of Artificial Intelligence and Blockchain on the Accounting Profession. IEEE Access, 8, 110461–110477. https://doi.org/10.1109/ACCESS.2020.3000505
- Zhao, J., & Wang, X. (2024). Unleashing efficiency and insights: Exploring the potential applications and challenges of ChatGPT in accounting. Journal of Corporate Accounting & Finance, 35(1), 269–276. https://doi.org/10.1002/JCAF.22663
MUHASEBE MESLEĞİ VE EĞİTİMİNDE YAPAY ZEKA: İÇERİK VE BİBLİOMETRİK ANALİZ (2007-2024)
Year 2025,
Volume: 18 Issue: 1, 59 - 83, 30.01.2025
Bülent Kınay
,
Ayşegül Ciğer
Abstract
Muhasebe mesleği ve eğitimi ile yapay zeka (AI) üzerine yapılan araştırmalar son on yılda önemli ölçüde artmakla birlikte AI’nın yarattığı fırsatlar ve zorluklar tartışılmaya devam etmektedir. Bu çalışma, literatürün kapsamlı bir özetini sentezlemeyi amaçlamaktadır. Bibliyometrik teknikleri ve içerik analizini kullanan bu çalışma, ilgili literatüre kapsamlı bir genel bakış sunmaktadır. Çalışmada Web of Science veri tabanından 2007-2024 tarihleri arasındaki bibliyografya kullanıldı. 48 akademik çalışma analiz edilmiştir. Alıntı ve ağ analizinde VOSviewer, içerik analizinde de Excel kullanılmıştır. Bibliometrik analizde etkili yazarlar, dergiler, ülkeler, trend olan makaleler ve önemli ağ işbirlikleri belirlenmiştir. Çalışmanın en dikkat çeken sonucu dört büyük muhasebe firmalarının akademik çalışmalarda önemli ölçüde referans gösterilmesidir. İçerik analizi sonucunda derinlemesine ve spesifik çalışmaların az olduğu tespit edilmiştir.AI ile ilgili çalışmaların ve akademik uygulamaların başlangıç düzeyinde olduğu, gelecek çalışmalarda düzenleyici kuruluşlar, akademi, şirketler ve meslek mensuplarını kapsayan derinlemesine araştırma yapılması gereği ortaya çıkmıştır. Ayrıca akademinin AI uygulamaları ve eğitiminde yavaş hareket ettiği sonucuna ulaşılmıştır.
Ethical Statement
Bu çalışmanın tüm hazırlanma süreçlerinde etik kurallara uyulduğunu yazarlar beyan eder. Aksi bir durumun tespiti halinde ÖHÜİİBF Dergisinin hiçbir sorumluluğu olmayıp, tüm sorumluluk çalışmanın yazar(lar)ına aittir.
Bu çalışmada kullanılan veriler, herkesin kullanımına açık şekilde paylaşıldığından ve etik kurul izni gerektiren araştırmalar içerisinde bulunmadığından etik kurul izni alınmamıştır.
Thanks
Yayın sürecinde katkısı olan hakemlere ve editör kuruluna teşekkür ederiz.
References
- Agustí, M. A., & Orta-Pérez, M. (2023). Big data and artificial intelligence in the fields of accounting and auditing: a bibliometric analysis. Spanish Journal of Finance and Accounting / Revista Española de Financiación y Contabilidad, 52(3), 412–438. https://doi.org/10.1080/02102412.2022.2099675
- Al Wael, H., Abdallah, W., Ghura, H., & Buallay, A. (2024). Factors influencing artificial intelligence adoption in the accounting profession: the case of public sector in Kuwait. Competitiveness Review, 34(1), 3–27. https://doi.org/10.1108/CR-09-2022-0137/FULL/XML
- Aldredge, M., Rogers, C., & Smith, J. (2020). The strategic transformation of accounting into a learned profession. Industry and Higher Education, 35(2), 83–88. https://doi.org/10.1177/0950422220954319
- Ardichvili, A. (2022). The Impact of Artificial Intelligence on Expertise Development: Implications for HRD. Advances in Developing Human Resources, 24(2), 78–98. https://doi.org/10.1177/15234223221077304
- Askary, S., Abu-Ghazaleh, N., & Tahat, Y. A. (2018). Artificial intelligence and reliability of accounting information. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11195 LNCS, 315–324. https://doi.org/10.1007/978-3- 030-02131-3_28/FIGURES/2
- Atanasovski, A., & Tocev, T. (2022). Research trends in disruptive technologies for accounting of the future – A bibliometric analysis. Journal of Accounting and Management Information Systems, 21(2), 270–288. https://doi.org/10.24818/JAMIS.2022.02006
- Ayad, M., & Mezouari, S. EL. (2022). Research on the implication of artificial intelligence in accounting subfields: current research trends from bibliometric analysis, and research directions. International Journal of Accounting, Finance, Auditing, Management and Economics, 3(5–1), 503–522. https://doi.org/10.5281/ZENODO.7195995
- Bakarich, K. M., & O’brien, P. E. (2021). The Robots are Coming ... But Aren’t Here Yet: The Use of Artificial Intelligence Technologies in the Public Accounting Profession. Journal of Emerging Technologies in Accounting, 18(1), 27–43. https://doi.org/10.2308/JETA-19-11-20-47
- Ballantine, J., Boyce, G., & Stoner, G. (2024). A critical review of AI in accounting education: Threat and opportunity. Critical Perspectives on Accounting, 99, 102711. https://doi.org/10.1016/J.CPA.2024.102711
- Brewer, P. C., Sorensen, J. E., & Stout, D. E. (2014). The future of accounting education: addressing the competency crisis. Strategic Finance, 96(2), 29–38. Retrieved from https://go.gale.com/ps/i.do?p=AONE&sw=w&issn=1524833X&v=2.1&it=r&id=GALE%7CA381284304 &sid=googleScholar&linkaccess=fulltext
- Cai, C. (2022). Training Mode of Innovative Accounting Talents in Colleges Using Artificial Intelligence. Mobile Information Systems, 2022, 1. https://doi.org/10.1155/2022/6516658
- Damerji, H., & Salimi, A. (2021). Mediating effect of use perceptions on technology readiness and adoption of artificial intelligence in accounting. Accounting Education, 30(2), 107–130. https://doi.org/10.1080/09639284.2021.1872035
- Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/J.JBUSRES.2021.04.070
- Duffy, E. (2018). Artificial Intelligence and its Positive Impact on the Accounting Profession AI fears. Accountancy Plus, March(1).
- Elo, T., Pätäri, S., Sjögrén, H., & Mättö, M. (2023). Transformation of skills in the accounting field: the expectation–performance gap perceived by accounting students. Accounting Education. https://doi.org/10.1080/09639284.2023.2191289
- Faggella, D. (2020). AI in the Accounting Big Four – Comparing Deloitte, PwC, KPMG, and EY | Emerj Artificial Intelligence Research. Retrieved April 7, 2024, from https://emerj.com/ai-sector-overviews/ai-in- the-accounting-big-four-comparing-deloitte-pwc-kpmg-and-ey/
- Feleagăa, L.;Dumitrașcua, L. M. (2018). Robot, the orchestra conductor in accounting. Proceedings of the 13 Th International Conference Accounting and Management Information Systems AMIS 2018, Bucharest, Romania, 245.
- Fülöp, M. T., Topor, D. I., Ionescu, C. A., Căpușneanu, S., Breaz, T. O., & Stanescu, S. G. (2022). Fintech accounting and Industry 4.0: future-proofing or threats to the accounting profession? Journal of Business Economics and Management, 23(5), 997-1015–1997–1015. https://doi.org/10.3846/JBEM.2022.17695
- Fülöp, M. T., Topor, D. I., Ionescu, C. A., Cifuentes-Faura, J., & Măgdaș, N. (2023). Ethical concerns associated with artificial intelligence in the accounting profession: a curse or a blessing? Journal of Business Economics and Management, 24(2), 387-404–387–404. https://doi.org/10.3846/JBEM.2023.19251
- Goldwater, P. M., & Fogarty, T. J. (2007). Protecting the Solution: A ‘High-Tech.’ Method to Guarantee Individual Effort in Accounting Classes∗. Accounting Education: An International Journal, 16(2), 129– 143. https://doi.org/10.1080/09639280701234344
- Grabińska, B., Andrzejewski, M., & Grabiński, K. (2021). The students’ and graduates’ perception of the potential usefulness of Artificial Intelligence (AI) in the academic curricula of Finance and Accounting Courses. E-Mentor, 92(5 (92)), 16–25. https://doi.org/10.15219/EM92.1544
- Greenman, C. (2017). Exploring the Impact of Artificial Intelligence on the Accounting Profession. Journal of Research in Business, Economics and Management, 8(3). Retrieved from https://commons.erau.edu/publication/826
- Grosu, V., Cosmulese, C. G., Socoliuc, M., Ciubotariu, M. S., & Mihaila, S. (2023). Testing accountants’ perceptions of the digitization of the profession and profiling the future professional. Technological Forecasting and Social Change, 193, 122630. https://doi.org/10.1016/J.TECHFORE.2023.122630
- Holmes, A. F., & Douglass, A. (2022). Artificial Intelligence: Reshaping the Accounting Profession and the Disruption to Accounting Education. Journal of Emerging Technologies in Accounting, 19(1), 53–68. https://doi.org/10.2308/JETA-2020-054
- Igou, A., Power, D. J., Brosnan, S., & Heavin, C. (2023). Digital Futures for Accountants. Journal of Emerging Technologies in Accounting, 20(1), 39–57. https://doi.org/10.2308/JETA-2020-088
- Jackson, D., & Allen, C. (2024). Enablers, barriers and strategies for adopting new technology in accounting. International Journal of Accounting Information Systems, 52, 100666. https://doi.org/10.1016/J.ACCINF.2023.100666
- Kapoor, M. (2020). Big Four Invest Billions in Tech, Reshaping Their Identities. Retrieved May 21, 2024, from https://news.bloombergtax.com/financial-accounting/big-four-invest-billions-in-tech-reshaping-their- identities
- Kaya, G. A. (2024). Muhasebe Alanında Yapay Zekâ Ve Blokzincir İle İlgili Makalelerin Görsel Haritalama Yöntemi İle Analizi (M. Keskin, Ed.). Yaz Yayınları.
- Kınay, B., Ciğer, A., & Vardar, G. Ç. (2023). Skills Analysis of Employes by Using LinkedIn Profiles of Globaland Türkiye Audit Firms. JOURNAL OF BUSINESS RESEARCH-TURK, 15(3), 1675–1689.
- Knihova, L. (2019). Virtual reality in financial reporting: are accountants an endangered species? 7th International Scientific Conference on IFRS - Global Rules and Local Use - Beyond the Numbers, 137– 147. Retrieved from https://is.vsfs.cz/publication/7976/en/VIRTUAL-REALITY-IN-FINANCIAL- REPORTING-ARE-ACCOUNTANTS-AN-ENDANGERED-SPECIES/Knihova
- Le Guyader, L. P. (2020). Artificial intelligence in accounting: GAAP’s “FAS133.” Journal of Corporate Accounting & Finance, 31(3), 185–189. https://doi.org/10.1002/JCAF.22407
- Leitner-Hanetseder, S., Lehner, O. M., Eisl, C., & Forstenlechner, C. (2021). A profession in transition: actors, tasks and roles in AI-based accounting. Journal of Applied Accounting Research, 22(3), 539–556. https://doi.org/10.1108/JAAR-10-2020-0201/FULL/PDF
- Li, C., & Zhao, X. (2022). Research on the Influence of Artificial Intelligence Technology with web 3.0 on Accounting Education and Its Countermeasures. Transactions on Asian and Low-Resource Language Information Processing, 21(6), 1–17. https://doi.org/10.1145/3527666
- Li, E.-Z., Li, G., & Li, G.-N. (2019). Study for Innovative Contents of Accounting Professional Education in Circular Economy. Proceedings of the 4th Annual International Conference on Social Science and Contemporary Humanity Development (SSCHD 2018), 208–213. https://doi.org/10.2991/SSCHD- 18.2019.36
- Li, Z., & Zheng, L. (2018). The Impact of Artificial Intelligence on Accounting. Proceedings of the 2018 4th International Conference on Social Science and Higher Education (ICSSHE 2018). https://doi.org/10.2991/ICSSHE-18.2018.203
- Marques, S., Gonçalves, R., da Costa, R. L., Pereira, L. F., & Dias, A. L. (2023). The Impact of Intelligent Systems on Management Accounting. International Journal of Intelligent Information Technologies (IJIIT), 19(1), 1–32. https://doi.org/10.4018/IJIIT.324601
- Mihai, S. M., & Duţescu, A. (2022). How cloud accounting and integrated services based on AI can impact accounting companies? Proceedings of the International Conference on Business Excellence, 16(1), 849– 858. https://doi.org/10.2478/PICBE-2022-0079
- Moll, J., & Yigitbasioglu, O. (2019). The role of internet-related technologies in shaping the work of accountants: New directions for accounting research. The British Accounting Review, 51(6), 100833. https://doi.org/10.1016/J.BAR.2019.04.002
- Moore, W. B., & Felo, A. (2022). The evolution of accounting technology education: Analytics to STEM. Journal of Education for Business, 97(2), 105–111. https://doi.org/10.1080/08832323.2021.1895045
- Muhammad, H., Khan, R., Ahmad, S., Javed, R., Nasir, N., & Scholar, M. P. (2023). The Significance of Artificial Intelligence in Business and Accounting: A Bibliometric Analysis. Pakistan Journal of Humanities and Social Sciences, 11(2), 1061-1082–1061–1082. https://doi.org/10.52131/PJHSS.2023.1102.0417
- Ng, C. (2023). Teaching Advanced Data Analytics, Robotic Process Automation, and Artificial Intelligence in a Graduate Accounting Program. Journal of Emerging Technologies in Accounting, 20(1), 223–243. https://doi.org/10.2308/JETA-2022-025
- Novak, A., Zager, K., & Barisic, I. (2021). Perspectives Of The Information Technology Use In Accounting - Implications Of The Covid-19 Pandemic. 10th International Scientific Symposium on Region, Entrepreneurship, Development (RED), 880–895.
- Parloff, R. (2016). From 2016: Why Deep Learning Is Suddenly Changing Your Life | Fortune. Retrieved April 19, 2024, from https://fortune.com/longform/ai-artificial-intelligence-deep-machine-learning/
- Peng, Y., & Chang, J. S. (2019). An exploration on the problems of replacing accounting professions by AI in the future. ACM International Conference Proceeding Series, 378–382. https://doi.org/10.1145/3364335.3364345
- Pwc. (2017). PwC’s Global Artificial Intelligence Study | PwC. Retrieved April 19, 2024, from https://www.pwc.com/gx/en/issues/data-and-analytics/publications/artificial-intelligence-study.html
- Qasim, A., El Refae, G. A., & Eletter, S. (2022). Embracing Emerging Technologies and Artificial Intelligence into the Undergraduate Accounting Curriculum: Reflections from the UAE. Journal of Emerging Technologies in Accounting, 19(2), 155–169. https://doi.org/10.2308/JETA-2020-090
- Qasim, A., El Refae, G. A., Issa, H., & Eletter, S. (2021). The impact of drone technology on the accounting profession: The case of revenue recognition in long-term construction contracts. 2021 22nd International Arab Conference on Information Technology, ACIT 2021. https://doi.org/10.1109/ACIT53391.2021.9677226
- Qasim, A., & Kharbat, F. F. (2020). Blockchain Technology, Business Data Analytics, and Artificial Intelligence: Use in the Accounting Profession and Ideas for Inclusion into the Accounting Curriculum. Journal of Emerging Technologies in Accounting, 17(1), 107–117. https://doi.org/10.2308/JETA-52649
- Qasim, A., Refae, G. A. El, & Eletter, S. (2023). A Proposed Model to Integrate Drone Technology in Accounting for Long Term Contracts: A Cash Flow Management Perspictive. The International Arab Journal of Information Technology, 20(3A). https://doi.org/10.34028/iajit/20/3A/5
- Rawashdeh, A. (2023). The consequences of artificial intelligence: an investigation into the impact of AI on job displacement in accounting. Journal of Science and Technology Policy Management, ahead-of- print(ahead-of-print). https://doi.org/10.1108/JSTPM-02-2023-0030/FULL/PDF
- Romero-Carazas, R., Dávila-Fernández, S. I., Vallejos-Tafur, J. B., Ochoa-Tataje, F. A., Samaniego-Montoya, C. M., Torres-Sánchez, J. A., ... Espiritu-Martinez, A. P. (2023). Artificial Intelligence in Accounting Education and its Trends in Scopus: A Bibliometric Analysis. Migration Letters, 20(7), 343–357. https://doi.org/10.59670/ML.V20I7.4311
- Siegel, G., Sorensen, J. E., Klammer, T., & Richtermeyer, S. B. (2010). The Ongoing Preparation Gap in Accounting Education: A Call to Action. Management Accounting Quarterly, 11(3), 41–52. Retrieved from https://search.ebscohost.com/login.aspx?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl=1 5285359&AN=53279655&h=ElnHkwPMxYWr2fpb3Qs8B1vmO3dp1lKs%2FtKeJiAQnrdmT8rVmmu% 2FmMtxc8WcLF%2B9b097UAt6MaKT6wg196OrBw%3D%3D&crl=c
- Simina, S. M., & Adriana, D. (2021). The impact of the Artificial Intelligence on the accounting profession, a literature’s assessment. Proceedings of the International Conference on Business Excellence, 15(1), 749– 758. https://doi.org/10.2478/PICBE-2021-0070
- Song, G. (2019). Reform and Exploration of Accounting Professional Practice Teaching under the Background of Artificial Intelligence. IOP Conference Series: Materials Science and Engineering, 563(5), 052005. https://doi.org/10.1088/1757-899X/563/5/052005
- Stancheva-Todorova, E., & Bogdanova, B. (2021). Enhancing investors’ decision-making-An interdisciplinary AI-based case study for accounting students. AIP Conference Proceedings, 2333(1). https://doi.org/10.1063/5.0041612/1027631
- Stancheva-Todorova, E. P. (2018). How Artificial Intelligence Is Challenging Accounting Profession. Economy & Business Journal, 12(1), 126–141. Retrieved from https://ideas.repec.org/a/isp/journl/v12y2018i1p126- 141.html
- Stancu, M. S., & Duţescu, A. (2021). The impact of the Artificial Intelligence on the accounting profession, a literature’s assessment. Proceedings of the International Conference on Business Excellence, 15(1), 749– 758. https://doi.org/10.2478/picbe-2021-0070
- Sun, T. S. (2019). Applying Deep Learning to Audit Procedures: An Illustrative Framework. Accounting Horizons, 33(3), 89–109. https://doi.org/10.2308/ACCH-52455
- Sutton, S. G., Arnold, V., & Holt, M. (2018). How Much Automation Is Too Much? Keeping the Human Relevant in Knowledge Work. Journal of Emerging Technologies in Accounting, 15(2), 15–25. https://doi.org/10.2308/JETA-52311
- Tavares, M. C., Azevedo, G., Marques, R. P., & Bastos, M. A. (2023). Challenges of education in the accounting profession in the Era 5.0: A systematic review. Cogent Business & Management, 10(2). https://doi.org/10.1080/23311975.2023.2220198
- Thottoli, M. M. (2022). Trending technology hashtags in the field of accounting: a bibliometric analysis. LBS Journal of Management & Research, 20(1/2), 34–56. https://doi.org/10.1108/LBSJMR-05-2022-0021
- Türegün, N. (2019). Impact of technology in financial reporting: The case of Amazon Go. Journal of Corporate Accounting & Finance, 30(3), 90–95. https://doi.org/10.1002/JCAF.22394
- Ültay, E., Akyurt, H., & Ültay, N. (2021). Sosyal Bilimlerde Betimsel İçerik Analizi. IBAD Sosyal Bilimler Dergisi, (10), 188–201. https://doi.org/10.21733/IBAD.871703
- Wood, D. A., Achhpilia, M. P., Adams, M. T., Aghazadeh, S., Akinyele, K., Akpan, M., ... Zoet, E. (2023). The ChatGPT Artificial Intelligence Chatbot: How Well Does It Answer Accounting Assessment Questions? Issues in Accounting Education, 38(4), 81–108. https://doi.org/10.2308/ISSUES-2023-013
- Xu, Y., & Xiao, N. (2021). Research on the Application of Internet Technology in Adaptive Education of Accounting Major. Proceedings - 2nd International Conference on E-Commerce and Internet Technology, ECIT 2021, 275–278. https://doi.org/10.1109/ECIT52743.2021.00066
- Žager, K.; Dečman, N.; Rep, A. (2020). The Impact of Artificial Intelligence on the Accounting Process. The Impact of Artificial Intelligence on the Accounting Process, 1430–1444. Retrieved fromhttps://www.croris.hr/crosbi/publikacija/prilog-skup/691586
- Zhang, Y., Xiong, F., Xie, Y., Fan, X., & Gu, H. (2020). The Impact of Artificial Intelligence and Blockchain on the Accounting Profession. IEEE Access, 8, 110461–110477. https://doi.org/10.1109/ACCESS.2020.3000505
- Zhao, J., & Wang, X. (2024). Unleashing efficiency and insights: Exploring the potential applications and challenges of ChatGPT in accounting. Journal of Corporate Accounting & Finance, 35(1), 269–276. https://doi.org/10.1002/JCAF.22663