Enhancing Sustainable Social Banking Performance through Artificial Intelligence: A System Dynamics Analysis of Iranian Cooperative Banks

سال انتشار: 1404
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 23

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شناسه ملی سند علمی:

JR_JSTINP-4-3_006

تاریخ نمایه سازی: 8 مهر 1404

چکیده مقاله:

With the expansion of innovative technologies, the banking industry has faced profound transformations. Artificial intelligence, as one of the most significant of these technologies, has the potential to transform the nature of banking services; however, its impact on social banking, particularly in cooperative banks, has received less attention. This research aims to investigate the impact of artificial intelligence functions on the performance of social banking in Iranian cooperative banks, utilizing a system dynamics approach. The study adopts a mixed approach (qualitative-quantitative). In the qualitative section, key variables were identified using an expert panel, and in the quantitative section, a system dynamics model was developed using Vensim software. The stock-flow model simulated the relationships between main variables, including sustainable development, bank reputation, unpredictable liquidity, non-performing loans, and artificial intelligence infrastructure, over ۱۰ years (۲۰۲۱-۲۰۳۱). The results of the sensitivity analysis and scenario development demonstrated that strategic investments in artificial intelligence infrastructure, enhanced data protection protocols, and improved financial transparency contribute significantly to an enhanced bank reputation, substantially reduce unpredictable liquidity fluctuations, and notably decrease non-performing loans, thereby supporting sustainable banking operations. Model validation tests, including boundary conditions tests, structural tests, uncertainty tests, and integration tests, confirmed the accuracy of the relationships. This model can serve as a tool for decision-making and policy-making regarding the application of artificial intelligence in the country's social banking system.

نویسندگان

ramin khoshchehreh mohammadi

Department of Industrial Management, Ka.C., Islamic Azad University, Karaj, Iran.

Mehrdad Hosseini Shakib

Department of Industrial Management, Ka.C., Islamic Azad University, Karaj, Iran.

mahmood khodam

Department of Industrial Management, Ka.C., Islamic Azad University, Karaj, Iran.

Ali Ramezani

Department of Industrial Management, Ka.C., Islamic Azad University, Karaj, Iran.

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  • Musleh Al-Sartawi, A.M., Hussainey, K. and Razzaque, A., ۲۰۲۲. The ...
  • Al-Sartawi, A.M.M. ed., ۲۰۲۲. Artificial Intelligence for Sustainable Finance and ...
  • Amiri, M., Radfar, R. and Faezi Razi, F., ۲۰۲۲. Presenting ...
  • Andrikopoulos, A., ۲۰۲۰. Delineating social finance. International Review of Financial ...
  • Bushman, R.M. and Smith, A.J., ۲۰۰۱. Financial accounting information and ...
  • Castelli, M., Manzoni, L. and Popovič, A., ۲۰۱۶. An artificial ...
  • Davenport, T.H. and Ronanki, R., ۲۰۱۸. Artificial intelligence for the ...
  • de Andreis, F., Comite, U., Gallo, A.M., Andone, D.M. and ...
  • Degregori, G., Brescia, V., Calandra, D. and Secinaro, S., ۲۰۲۵. ...
  • Fombrun, C.J., ۱۹۹۶. Reputation: Realizing value from the corporate image. ...
  • Fourie, L. and Bennett, T., ۲۰۱۹. Super intelligent financial services. ...
  • Gautam, T., Srivastava, A. and Jain, S., ۲۰۲۴. Efficiency evaluation ...
  • Gitman, L.J. and Zutter, C.J., ۲۰۱۵. Principles of managerial finance, ...
  • Gyau, E.B., Appiah, M., Gyamfi, B.A., Achie, T. and Naeem, ...
  • Iannaci, D. and Gideon, M.J., ۲۰۲۰. Islamic finance and social ...
  • Jakšič, M. and Marinč, M., ۲۰۱۹. Relationship banking and information ...
  • Karki, U., Kumar, A. and Sharma, D., ۲۰۲۵. Banking in ...
  • Kil, K., Ciukaj, R. and Chrzanowska, J., ۲۰۲۱. Scoring models ...
  • Koch TW, MacDonald SS. ۲۰۱۴. Bank Management. ۸th Edition. South-Western ...
  • Korzeb, Z., Niedziółka, P., Szpilko, D. and De la Torre, ...
  • Masoudi S, Cheshmi A and Razmi SMJ., ۲۰۲۱. An analysis ...
  • Mishkin, F.S., ۲۰۱۹. The economics of money, banking, and financial ...
  • Nethala, V.J., Pathan, M.F.I. and Sekhar, M.S.C., ۲۰۲۲. A study ...
  • Ozili, P.K., ۲۰۲۵. Financial inclusion in banking: A literature review ...
  • Parasuraman, A.B.L.L., Zeithaml, V.A. and Berry, L., ۱۹۸۸. SERVQUAL: A ...
  • Pérez, M.E.S., ۲۰۱۷. SEBI index: Measuring the commitment to the ...
  • Radhakrishna, V., Ravi, H., Elango, S., Divyashree, V., Jaganathan, A. ...
  • Rahman, M., Ming, T.H., Baigh, T.A. and Sarker, M., ۲۰۲۳. ...
  • Reputation Institute., ۲۰۲۰. Global RepTrak ۱۰۰: The World's Most Reputable ...
  • Ross, SA., Westerfield RW. and Jaffe J., ۲۰۱۹. Corporate Finance. ...
  • Sadok, H., Sakka, F. and El Maknouzi, M.E.H., ۲۰۲۲. Artificial ...
  • Saunders, A. and Allen, L., ۲۰۱۰. Credit risk management in ...
  • Stavropoulou, E., Spinthiropoulos, K., Garefalakis, A., Ragazou, K. and Gonidakis, ...
  • Sterman, J.D., ۲۰۰۰. Business Dynamics: Systems thinking and modeling for ...
  • Su, X. and Wang, Y., ۲۰۲۵. Factor conditions and capability ...
  • Terko, A., Žunić, E., Ðonko, D. and Dželihodžić, A., ۲۰۱۹, ...
  • Thongsri, N. and Tripak, O., ۲۰۲۴. Does social banking matter ...
  • Venanzi, D. and Matteucci, P., ۲۰۲۲. The largest cooperative banks ...
  • Zamany, A., Khamseh, A. and Iranbanfard, S., ۲۰۲۴. Unveiling the ...
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