BIBLIOMETRIC ANALYSIS OF STUDIES ON SUSTAINABILITY AND ARTIFICIAL INTELLIGENCE IN ACCOUNTING EDUCATION
Yıl 2025,
Sayı: Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı, - , 27.12.2025
Serkan Akın
,
Ahmet Tanç
Öz
The integration of artificial intelligence (AI) and sustainability into accounting education is gaining attention due to the growing demand for professionals skilled in AI-focused accounting education and sustainability reporting. The aim of this study is to analyze research trends in accounting education related to sustainability and artificial intelligence, identify key academics, thematic clusters, and gaps in existing literature. Bibliometric analysis and content analysis were used as methods in this study. In the bibliometric analysis, Web of Science data was used to identify research trends, key academics, and thematic clusters. The VOSviewer program was used to generate visualizations and clustered maps. The study analyzed 3,523 articles related to sustainability and artificial intelligence in accounting education published over the past 10 years. Based on the results obtained, the studies were explained using specific tables and maps according to years, countries, authors, and inter-author citation relationships. The study contributes to academic discourse by highlighting research gaps and future directions. It also provides recommendations for educators and policymakers on aligning accounting education with technological and sustainability developments.
Kaynakça
-
Al-Hazaima, H., Alshurafat, H., Shbail, M. O., & Ananzeh, H. (2024). Stakeholders’ perceptions of
sustainability accounting education: A literature review. In Technological Innovations for Business,
Education and Sustainability (pp. 79-89). Emerald Publishing Limited. https://doi.org/10.1108/978-1-
83753.106.620241006
-
Ali, S. M., Hasan, Z. J., Hamdan, A., & Al-Mekhlafi, M. (2023). Artificial Intelligence (AI) in the education of
accounting and auditing profession. In B. Alareeni & A. Hamdan (Eds.), The International Conference on
Business and Technology (ICBT 2022). Lecture Notes in Networks and Systems, vol 620. Springer. https://
doi.org/10.1007/978-3-031-26953-0_56
-
Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal
of Informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007
-
Brabete, V., Barbu, C. M., Cîrciumaru, D., Goagără, D., & Berceanu, D. (2024). Redesign of accounting education
to meet the challenges of artificial intelligence – A literature review. Amfiteatru Economic, 26(65), 275–
293. https://doi.org/10.24818/EA/2024/65/275
-
Di Vaio, A., Palladino, R., Hassan, R., & Escobar, O. (2020). Artificial intelligence and business models in the
sustainable development goals perspective: A systematic literature review. Journal of Business Research,
121, 283-314. https://doi.org/10.1016/j.jbusres.2020.08.019
-
Dyball, M. C., & Thomson, I. (2013). Sustainability and accounting education. Accounting Education, 22(4),
303–307. https://doi.org/10.1080/09639.284.2013.817787
-
Gray, R., & Collison, D. (2002). Can’t see the wood for the trees, can’t see the trees for the numbers? Accounting
education, sustainability and the Public Interest. Critical Perspectives on Accounting, 13(5-6), 797–836.
https://doi.org/10.1006/cpac.2002.0554
-
Hahn, R., & Reimsbach, D. (2014). Are we on track with sustainability literacy? – A viewpoint on the influence
of sustainability and accounting education on future managers’ processing of sustainability information.
Journal of Global Responsibility, 5(2).
-
Hashem, F., & Alqatamin, R. (2021). Role of artificial intelligence in enhancing efficiency of accounting
information system and non-financial performance of the manufacturing companies. International
Business Research, 14(12), 65-65. https://doi.org/10.5539/ibr.v14n12p65
-
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
-
Kelly, M., & Alam, M. (2009). Educating accounting students in the age of sustainability. The Australasian
Accounting Business & Finance Journal, 3(4), 30–44.
-
Khan, T. (2011). Sustainability accounting education: Scale, scope and a global need. Journal of Modern
Accounting and Auditing, 7(4), 323–328.
-
Leal Filho, W., Yang, P., Eustachio, J. H. P. P., Azul, A. M., Gellers, J. C., Gielczyk, A., Dinis, M. A. P., &
Kozlova, V. (2023). Deploying digitalisation and artificial intelligence in sustainable development
research. Environment, Development and Sustainability, 25(6), 4957-4988. https://doi.org/10.1007/
s10668.022.02252-3
-
Li, C., & Zhao, X. (2022). Research on the influence of artificial intelligence technology with web 3.0 on
accounting education and its countermeasures. ACM Transactions on Asian and Low-Resource Language
Information Processing, 21(6), 1–17. https://doi.org/10.1145/3527666
-
Marx, B., & van der Watt, A. (2013). Sustainability in accounting education: An analysis of the teaching thereof
at accredited South African universities. South African Journal of Accounting Research, 27(1), 59–86.
https://doi.org/10.1080/10291.954.2013.11435171
-
Mhlanga, D. (2022). Human-centered artificial intelligence: The superlative approach to achieve sustainable
development goals in the fourth industrial revolution. Sustainability, 14(13), 7804. https://doi.
org/10.3390/su14137804
-
Mutashar, S. S., & Flayyih, H. H. (2024). The impact of artificial intelligence on accounting performance:
Sustainable development as a mediating variable. International Journal of Economics and Finance
Studies, 16(02), 36-54. https://doi.org/10.34109/ijefs.202416203
-
Peng, H., Xie, J., & Zhang, Y. (2023). Artificial intelligence and financial security: A literature review. Finance
Research Letters, 55, 103676. https://doi.org/10.1016/j.frl.2022.103676
-
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
-
Singh, A., Kanaujia, A., Singh, V. K., & Vinuesa, R. (2024). Artificial intelligence for sustainable development
goals: Bibliometric patterns and concept evolution trajectories. Sustainable Development, 32(1), 724-
754. https://doi.org/10.1002/sd.2706
-
Sun, Y., Barber, R., Gupta, M., Aggarwal, C. C., & Han, J. (2011, July 26-28). Co-author relationship prediction in
heterogeneous bibliographic networks [Paper presentation]. 2011 International Conference on Advances
in Social Networks Analysis and Mining (ASONAM), Kaohsiung, Taiwan.
-
Tandiono, R. (2023). The impact of artificial intelligence on accounting education: A review of literature. E3S
Web of Conferences, 426, 02016. https://doi.org/10.1051/e3sconf/202.342.602016
-
Ucoglu, D. (2020). Effects of artificial intelligence technology on accounting profession and education. Press
Academia Procedia, 11, 16–21. https://doi.org/10.17261/Pressacademia.2020.1232
-
Wahyudi, I., Mahroji, & Anisa, T. D. M. (2023). Sustainability in accounting education: A new approach for the
21st century. Simposium Ilmiah Akuntansi 5, 1127-1138.
-
Wamba-Taguimdje, S.-L., Wamba, S. F., Kamdjoug, J. R. K., & Wanko, C. E. T. (2020). Influence of artificial
intelligence (AI) on firm performance: The business value of AI-based transformation projects. Business
Process Management Journal, 26(7), 1893-1924. https://doi.org/10.1108/BPMJ-10-2019-0411
-
Zhang, A., & Zhao, Y. (2022). Future challenges of accounting education in China using artificial intelligence
assisted multimedia based smart accounting system. ACM Transactions on Asian and Low-Resource
Language Information Processing, 21(6), 1-15. https://doi.org/10.1145/3517914
-
Zulkifli, N. (2011). Social and environmental accounting education and sustainability: Educators’ perspective.
Journal of Social Sciences, 7(1), 76–89. https://doi.org/10.3844/jssp.2011.76.89
MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ
Yıl 2025,
Sayı: Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı, - , 27.12.2025
Serkan Akın
,
Ahmet Tanç
Öz
Yapay zekâ (YZ) ve sürdürülebilirliğin muhasebe eğitimine entegrasyonu, YZ odaklı muhasebe eğitimi ve sürdürülebilirlik raporlaması konusunda yetenekli profesyonellere yönelik artan talep nedeniyle dikkat çekmektedir. Çalışmanın amacı, muhasebe eğitiminde sürdürülebilirlik ve yapay zekâ konusundaki araştırma eğilimlerini analiz etmek, kilit akademisyenleri, tematik kümeleri ve mevcut literatürdeki boşlukları belirlemektir. Çalışmada yöntem olarak bibliyometrik analiz ve içerik analizi kullanılmıştır. Bibliyometrik analizde, araştırma eğilimlerini, kilit akademisyenleri ve tematik kümeleri belirlemek için Web of Science verilerinden faydalanılmıştır. Görselleştirme ve kümelenmiş haritaları çıkartmak için VOSviewer programı kullanılmıştır. Araştırmada son 10 yılda yapılan muhasebe eğitiminde sürdürülebilirlik ve yapay zekâ ile ilgili 3.523 makale analiz edilmiştir. Elde edilen sonuçlar ışığında çalışmalar; yıllara, ülkelere, yazarlara, yazarlar arası atıf ilişkisine göre belirli tablo ve haritalarla açıklanmaya çalışılmıştır. Çalışma, araştırma boşlukları ve gelecekteki yönelimleri vurgulayarak akademik literatüre katkıda bulunmaktadır. Aynı zamanda muhasebe eğitimini teknolojik ve sürdürülebilirlik gelişmeleriyle uyumlu hale getirmede eğitimciler ve politika yapıcılar için önerilerde bulunmaktadır.
Etik Beyan
Bu çalışma, yazarlar tarafından özgün olarak hazırlanmış olup, daha önce herhangi bir yerde yayımlanmamış ve halihazırda başka bir dergide değerlendirme sürecine alınmamıştır. Çalışmada adı geçen tüm yazarlar, araştırmanın tasarımı, yürütülmesi, analiz edilmesi ve yazım aşamalarına akademik anlamda katkı sağlamıştır. Çalışmada kullanılan veri setlerine ihtiyaç duyulması hâlinde erişim imkânı sağlanacaktır. Yayımlanan makalede önemli bir hata ya da eksiklik fark edilmesi durumunda, yazarlar bu durumu derginin editör kuruluna bildirmeyi taahhüt eder. Bu araştırma kapsamında etik kurul onayı gerektiren bir durum bulunmamaktadır. Çalışmada yürürlükteki telif haklarına ve ilgili mevzuata titizlikle uyulmuş, telife tabi materyaller gerekli izinler alınarak kullanılmış ve tüm kaynaklara uygun biçimde atıf yapılmıştır.
Kaynakça
-
Al-Hazaima, H., Alshurafat, H., Shbail, M. O., & Ananzeh, H. (2024). Stakeholders’ perceptions of
sustainability accounting education: A literature review. In Technological Innovations for Business,
Education and Sustainability (pp. 79-89). Emerald Publishing Limited. https://doi.org/10.1108/978-1-
83753.106.620241006
-
Ali, S. M., Hasan, Z. J., Hamdan, A., & Al-Mekhlafi, M. (2023). Artificial Intelligence (AI) in the education of
accounting and auditing profession. In B. Alareeni & A. Hamdan (Eds.), The International Conference on
Business and Technology (ICBT 2022). Lecture Notes in Networks and Systems, vol 620. Springer. https://
doi.org/10.1007/978-3-031-26953-0_56
-
Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal
of Informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007
-
Brabete, V., Barbu, C. M., Cîrciumaru, D., Goagără, D., & Berceanu, D. (2024). Redesign of accounting education
to meet the challenges of artificial intelligence – A literature review. Amfiteatru Economic, 26(65), 275–
293. https://doi.org/10.24818/EA/2024/65/275
-
Di Vaio, A., Palladino, R., Hassan, R., & Escobar, O. (2020). Artificial intelligence and business models in the
sustainable development goals perspective: A systematic literature review. Journal of Business Research,
121, 283-314. https://doi.org/10.1016/j.jbusres.2020.08.019
-
Dyball, M. C., & Thomson, I. (2013). Sustainability and accounting education. Accounting Education, 22(4),
303–307. https://doi.org/10.1080/09639.284.2013.817787
-
Gray, R., & Collison, D. (2002). Can’t see the wood for the trees, can’t see the trees for the numbers? Accounting
education, sustainability and the Public Interest. Critical Perspectives on Accounting, 13(5-6), 797–836.
https://doi.org/10.1006/cpac.2002.0554
-
Hahn, R., & Reimsbach, D. (2014). Are we on track with sustainability literacy? – A viewpoint on the influence
of sustainability and accounting education on future managers’ processing of sustainability information.
Journal of Global Responsibility, 5(2).
-
Hashem, F., & Alqatamin, R. (2021). Role of artificial intelligence in enhancing efficiency of accounting
information system and non-financial performance of the manufacturing companies. International
Business Research, 14(12), 65-65. https://doi.org/10.5539/ibr.v14n12p65
-
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
-
Kelly, M., & Alam, M. (2009). Educating accounting students in the age of sustainability. The Australasian
Accounting Business & Finance Journal, 3(4), 30–44.
-
Khan, T. (2011). Sustainability accounting education: Scale, scope and a global need. Journal of Modern
Accounting and Auditing, 7(4), 323–328.
-
Leal Filho, W., Yang, P., Eustachio, J. H. P. P., Azul, A. M., Gellers, J. C., Gielczyk, A., Dinis, M. A. P., &
Kozlova, V. (2023). Deploying digitalisation and artificial intelligence in sustainable development
research. Environment, Development and Sustainability, 25(6), 4957-4988. https://doi.org/10.1007/
s10668.022.02252-3
-
Li, C., & Zhao, X. (2022). Research on the influence of artificial intelligence technology with web 3.0 on
accounting education and its countermeasures. ACM Transactions on Asian and Low-Resource Language
Information Processing, 21(6), 1–17. https://doi.org/10.1145/3527666
-
Marx, B., & van der Watt, A. (2013). Sustainability in accounting education: An analysis of the teaching thereof
at accredited South African universities. South African Journal of Accounting Research, 27(1), 59–86.
https://doi.org/10.1080/10291.954.2013.11435171
-
Mhlanga, D. (2022). Human-centered artificial intelligence: The superlative approach to achieve sustainable
development goals in the fourth industrial revolution. Sustainability, 14(13), 7804. https://doi.
org/10.3390/su14137804
-
Mutashar, S. S., & Flayyih, H. H. (2024). The impact of artificial intelligence on accounting performance:
Sustainable development as a mediating variable. International Journal of Economics and Finance
Studies, 16(02), 36-54. https://doi.org/10.34109/ijefs.202416203
-
Peng, H., Xie, J., & Zhang, Y. (2023). Artificial intelligence and financial security: A literature review. Finance
Research Letters, 55, 103676. https://doi.org/10.1016/j.frl.2022.103676
-
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
-
Singh, A., Kanaujia, A., Singh, V. K., & Vinuesa, R. (2024). Artificial intelligence for sustainable development
goals: Bibliometric patterns and concept evolution trajectories. Sustainable Development, 32(1), 724-
754. https://doi.org/10.1002/sd.2706
-
Sun, Y., Barber, R., Gupta, M., Aggarwal, C. C., & Han, J. (2011, July 26-28). Co-author relationship prediction in
heterogeneous bibliographic networks [Paper presentation]. 2011 International Conference on Advances
in Social Networks Analysis and Mining (ASONAM), Kaohsiung, Taiwan.
-
Tandiono, R. (2023). The impact of artificial intelligence on accounting education: A review of literature. E3S
Web of Conferences, 426, 02016. https://doi.org/10.1051/e3sconf/202.342.602016
-
Ucoglu, D. (2020). Effects of artificial intelligence technology on accounting profession and education. Press
Academia Procedia, 11, 16–21. https://doi.org/10.17261/Pressacademia.2020.1232
-
Wahyudi, I., Mahroji, & Anisa, T. D. M. (2023). Sustainability in accounting education: A new approach for the
21st century. Simposium Ilmiah Akuntansi 5, 1127-1138.
-
Wamba-Taguimdje, S.-L., Wamba, S. F., Kamdjoug, J. R. K., & Wanko, C. E. T. (2020). Influence of artificial
intelligence (AI) on firm performance: The business value of AI-based transformation projects. Business
Process Management Journal, 26(7), 1893-1924. https://doi.org/10.1108/BPMJ-10-2019-0411
-
Zhang, A., & Zhao, Y. (2022). Future challenges of accounting education in China using artificial intelligence
assisted multimedia based smart accounting system. ACM Transactions on Asian and Low-Resource
Language Information Processing, 21(6), 1-15. https://doi.org/10.1145/3517914
-
Zulkifli, N. (2011). Social and environmental accounting education and sustainability: Educators’ perspective.
Journal of Social Sciences, 7(1), 76–89. https://doi.org/10.3844/jssp.2011.76.89