A Conceptual Model for Industry 4.0 Maturity in the Banking Services Supply Chain: Focusing on Financial Technologies and Digital Transformation

Document Type : Original Article

Authors

1 Department of Industrial Management, Rasht Branch, Islamic Azad University, Rasht, Iran.

2 Department of Accounting, Noshahr Branch, Islamic Azad University, Noshahr, Iran.

Abstract
Maturity models mostly assess phenomena in each industry or organization and investigate the readiness to accept those phenomenon and paradigms. The Fourth Industrial Revolution has emerged and revealed as a new phenomenon in various industries, whose maturity model has garnered the attention of numerous experts and specialists. Considering that there is no such a model in the banking service supply chain, the present study sought to design a conceptual model for the maturity of Industry 4.0 with a focus on financial technologies and digital transformation. Thus, by conducting interviews with experts, including bank managers, and university professors, basic themes were extracted using a thematic analysis approach, based on which the final model was then designed, including seven organizing themes of managerial factors, infrastructure factors, information technology factors, human resource factors, cultural factors, economic factors, and business factors. The final model, which included seven sub-models, was validated using factor loading analysis, as a result, the findings of which showed that all sub-models were significant at a 95% confidence level; therefore, the designed model was valid enough in the qualitative section.

Keywords


Dinara Dikhanbayeva, Sabit Shaikholla, Zhanybek Suleiman and Ali Turkyilmaz, Assessment of Industry 4.0 Maturity Models by Design Principles, Sustainability 2020, 12, 9927; doi:10.3390/su12239927
Amaral, A.; Peças, P. A Framework for Assessing Manufacturing SMEs Industry 4.0 Maturity. Appl. Sci. 2021, 11, 6127. https://doi.org/10.3390/app11136127
Zamora Iribarren, M.; Garay-Rondero, C.L.; Lemus-Aguilar, I.; Peimbert-García, R.E. A Review of Industry 4.0 Assessment Instruments for Digital Transformation. Appl. Sci. 2024, 14, 1693. https://doi.org/ 10.3390/app14051693
Treviño-Elizondo, B.L.; García-Reyes, H.; Peimbert-García, R.E. A Maturity Model to Become a Smart Organization Based on Lean and Industry 4.0 Synergy. Sustainability 2023, 15, 13151. https://doi.org/10.3390/ su151713151
Mohd Hizam-Hanafiah, Mansoor Ahmed Soomro * and Nor Liza Abdullah, Industry 4.0 Readiness Models: A Systematic Literature Review of Model Dimensions, Information 2020, 11, 364; doi:10.3390/info11070364
Minisha Gupta1 | Sunil Kumar Jauhar, Digital innovation: An essence for Industry 4.0, Thunderbird Int. Bus. Rev. 2023;65:279–292.
Tolulope Esther Edunjobi, Sustainable supply chain financing models: Integrating banking for enhanced sustainability, International Journal of Multidisciplinary Research Updates, 2024, 07(02), 001–011
Ritika Gupta, Industry 4.0 Adaption in Indian Banking Sector—A Review and Agenda for Future Research, Vision 27(1) 24–32, 2023 © 2021 MDI Reprints and permissions: in.sagepub.com/journals-permissions-india DOI: 10.1177/0972262921996829 journals.sagepub.com/home/vis
Aslanova I.V. Kulichkina A.I, Digital Maturity: Definition and Model, Advances in Economics, Business and Management Research, volume 138 2nd International Scientific and Practical Conference “Modern Management Trends and the Digital Economy: from Regional Development to Global Economic Growth” (MTDE 2020)
Mohamed M. Dhiaf, Najaf Khakan, Osama F. Atayah, Hazem Marashdeh & Rim El Khoury (2022): The role of FinTech for manufacturing efficiency and financial performance: in the era of industry 4.0, Journal of Decision Systems, DOI: 10.1080/12460125.2022.2094527
Gábor Nick, Klaudia Zeleny, Tibor Kovács, Tamás Járvás, Károly Pocsarovszky & Andrea Kő (2024) Artificial intelligence enriched industry 4.0 readiness in manufacturing: the extended CCMS2.0e maturity model, Production & Manufacturing Research, 12:1, 2357683, DOI: 10.1080/21693277.2024.2357683 
Stawiarska, E.; Szwajca, D.; Matusek, M.; Wolniak, R. Diagnosis of the Maturity Level of Implementing Industry 4.0 Solutions in Selected Functional Areas of Management of Automotive Companies in Poland. Sustainability 2021, 13, 4867. https://doi.org/ 10.3390/su13094867
Karol Kró, and Dariusz Zdonek, Analytics Maturity Models: An Overview, Information 2020, 11, 142; doi:10.3390/info11030142
Çınar, Z.M.; Zeeshan, Q.; Korhan, O. A Framework for Industry 4.0 Readiness and Maturity of Smart Manufacturing Enterprises: A Case Study. Sustainability 2021, 13, 6659. https://doi.org/10.3390/su13126659
Pinosh Kumar Hajoary, Industry 4.0 Maturity and Readiness- A case of a Steel Manufacturing Organization, Procedia Computer Science 217 (2023) 614–619
Reginaldo Carreiro Santos José Luís Martinho, An Industry 4.0 maturity model proposal, Journal of Manufacturing Technology Management © Emerald Publishing Limited 1741-038X DOI 10.1108/JMTM-09-2018-0284
Pedro P. Senna, Ana C. Barros, Jaime Bonnin Roca , Am´ erico Azevedo, Development of a digital maturity model for Industry 4.0 based on the technology-organization-environment framework, Computers & Industrial Engineering 185 (2023) 109645
Delshad, M. M., Chobar, A. P., Ghasemi, P., & Jafari, D. (2024). Efficient Humanitarian Logistics: Multi-Commodity Location–Inventory Model Incorporating Demand Probability and Consumption Coefficients. Logistics, 8(1), 9.
Mehrani, K., Mirshahvalad, A., & Abbasi, E. (2019). Comparison of the accuracy of black hole algorithms and gravitational research and the hybrid method in portfolio optimization. International Journal of Finance & Managerial Accounting, 4(14), 111-126.
Ashoka, M. L., & Keihani, H. R. (2020). Factors influencing the investors to invest in stock market. International Journal of Management (IJM), 11(1), 166-175.
Keihani, H. R. (2021). The Relationship between Macroeconomic Factors and Indian Stock Market. Journal of Contemporary Issues in Business & Government, 27(5).
Tahmasebifard, H., Fazael, S., Souran, V., Mirzaagha, M., & Pouyan, M. M. (2018). The Effect of Competitive Intelligence on Marketing Capabilities and Organizational Performance. Australian Journal of Business and Management Research, 5(8), 11-19.