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BIBLIOMETRIC ANALYSIS OF STUDIES ON SUSTAINABILITY AND ARTIFICIAL INTELLIGENCE IN ACCOUNTING EDUCATION

Yıl 2025, Sayı: Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı, - , 27.12.2025

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

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
Toplam 27 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Kalkınma Ekonomisi - Makro
Bölüm Araştırma Makalesi
Yazarlar

Serkan Akın 0000-0003-4442-7797

Ahmet Tanç 0000-0002-4119-8207

Gönderilme Tarihi 7 Ağustos 2025
Kabul Tarihi 20 Ekim 2025
Yayımlanma Tarihi 27 Aralık 2025
Yayımlandığı Sayı Yıl 2025 Sayı: Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı

Kaynak Göster

APA Akın, S., & Tanç, A. (2025). MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi(Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı). https://doi.org/10.14780/muiibd.1760570
AMA Akın S, Tanç A. MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi. Aralık 2025;(Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı). doi:10.14780/muiibd.1760570
Chicago Akın, Serkan, ve Ahmet Tanç. “MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ”. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, sy. Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı (Aralık 2025). https://doi.org/10.14780/muiibd.1760570.
EndNote Akın S, Tanç A (01 Aralık 2025) MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı
IEEE S. Akın ve A. Tanç, “MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ”, Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, sy. Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı, Aralık2025, doi: 10.14780/muiibd.1760570.
ISNAD Akın, Serkan - Tanç, Ahmet. “MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ”. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı (Aralık2025). https://doi.org/10.14780/muiibd.1760570.
JAMA Akın S, Tanç A. MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi. 2025. doi:10.14780/muiibd.1760570.
MLA Akın, Serkan ve Ahmet Tanç. “MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ”. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, sy. Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı, 2025, doi:10.14780/muiibd.1760570.
Vancouver Akın S, Tanç A. MUHASEBE EĞİTİMİNDE SÜRDÜRÜLEBİLİRLİK VE YAPAY ZEKÂ ÜZERİNE YAPILAN ÇALIŞMALARIN BİBLİYOMETRİK ANALİZİ. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi. 2025(Türkiye Muhasebe Eğitim Sempozyumu Özel Sayısı).