INTERGENERATIONAL INSIGHT OF FRAUD INTENTION IN DIGITAL BANKING: WHAT MAKES CUSTOMERS GO ROGUE?

Authors

  • Ali Maskur Universitas STIKUBANK
  • Ignatius Hari Santoso Universitas STIKUBANK

DOI:

https://doi.org/10.25170/jm.v22i2.6735

Keywords:

Digital Banking, Fraud Intention, Perceived Opportunity, Financial Pressure, Intergenerational

Abstract

This study investigates the factors influencing customers' intention to commit fraud in the context of mandatory digital banking, with a focus on intergenerational differences between Generation Y and Millennials. Guided by the Fraud Triangle Theory, the research explores how perceived opportunity, financial pressure, and rationalization contribute to fraud intention. A mixed-method approach was employed, beginning with in-depth qualitative interviews followed by a quantitative survey of 100 digital banking users in Indonesia. The constructions were validated through factor analysis, and the model was tested using Partial Least Squares (PLS-SEM). The findings reveal that perceived opportunity and rationalization significantly influence fraud intention, while financial pressure does not. Furthermore, generational differences do not moderate the relationships between the predictors and fraud intention. These results highlight the importance of improving digital system integrity and addressing ethical rationalizations to prevent fraud. The study contributes to a deeper understanding of consumer-initiated financial fraud in the digital age and suggests avenues for more targeted fraud prevention strategies.

References

Abdulahi, R., & Mansor, N. (2015). Fraud triangle theory and fraud diamond theory. Understanding the convergent and divergent for future research. International Journal of Academic Research in Accounting, Finance, and Management Science, 5(4), 38-45.

Abiodun, E.A. (2020). Internal control procedures and firm’s performance. International Journal of Scientific and Technology Research, 9(2), 6407-6415.

Ahmed, F., Hussain, A., Khan, S., Malik, A.H., Asim, M., Ahmad, S., & El-Affendi, M. (2024). Digital risk and financial inclusion: Balance between auxiliary innovation and protecting digital banking customer. Risk, 12(8), 133

Alalwan, A.A., Dwivedi, Y.K., & Rana, N.P. (2017). Digital banking adoption: A quantitative study of the role of customer satisfaction and technology accepntance. International Journal of Bank Marketing, 35(6),1018-1038

Amoh, J.K., Awunyo-Vitor, D. & Ofori-Boateng, K. (2021). Customers’ awareness and knowledge level of fraudulent acts in electronic banking in Ghana: Evidence from a universal bank. Journal of Financial Crime, 28(3), 870-882

Asmah, A.E., Antuilik, W.A., Ofori, D., & Futter, A. (2019). Antecendents and consequences of staff related fraud in the Ghanian banking industry. Journal of Financial Crime, 26(3), 669-682.

Baten, A.N. (2020). Basic understanding of fraudulent activities in corporate organization. Review of Business Accounting and Finance, 1(1), 1-13.

Bueno, L.A., Sigahi, T.F., Rampasso, I.S., Leal Filho, W., & Anholon, R. (2024). Impacts of digitalization on operational efficiency in the banking sector: Thematic analysis and research agenda proposal. International Journal of Information Management Data Insights, 4(1), 100230, doi: 10.1016/j.jjimei.2024.100230.

Brenig, C., & Hildebtrandt, A. (2020). Money mules: The untapped weakness in the fraud chain. Journal of Financial Crime, 27(2), 419-435.

Chepkoech, F., & Rotich, G. (2017). Effect of risk management process on motor insurance fraud in Kenya. International Journal of Social Science and Information Technology, 3(3), 1934-1951

Christian, N., Basri, Y.Z., & Arafah, W. (2019). Analysis of fraud triangle, fraud diamond and fraud pentagon theory to detecting corporate fund in Indonesia. The International Journal of Business Management and Technology, 3(4), 1-6.

DeLiema, M., Deevy, M., Lusardi, A., & Mitchell, O.S. (2020). Financial fraud among older Americans: Evidence and implications. The Journal of Gerontology: Series B, 75(4), 1042-1059.

Dias-Oliveira, M., Ferreira, C., Morais, C., & Almeida, L.S. (2024). Academic dishonesty and the fraud diamond: An explanatory model. SAGE Open, 14(1).

Dimitriadis, E., & Kyrousi, A. (2023). Between firewals and feelings: Modelling trust and commitment in digital banking platforms. Journal of Cybersecurity and Privacy, 5(4), 845-862.

Eslamkhah, M., & Hosseini-Seno, S.A. (2019). Identifying and ranking knowledge management tools and techniques affecting organizational information security improvement. Knowledge Management Research & Practice, 17(3), 276-305.

Engels, C., Kumar, K., & Philip, D. (2020). Financial literacy and fraud detection. The European Journal of Finance, 26(4), 420-442

Galeazzo, A., & Furlan, A. (2019). Good problem solvers? Leveraging knowledge sharing mechanism and management support. Journal of Knowledge Management, 23(6), 1017-1038.

Garg, P., Gupta, B., & Chauhan, S. (2022). Consumer intention to adapt digital banking in India: Extending UTAUT 2 with security trust and privacy. Journal of Financial Service Marketing, 27(2), 79-95.

Goel, R.K. (2021). Masquerading the government: Drivers of government impersonation fraud. Public Finance Review, 49(4), 1-25

Handayani, R., Sutanto, J., & Purwanto, A. (2020). Trust role in acceptance of digital banking in Indonesia. International Journal of Trade, Economics and Finance, 11(5), 129-135.

Hoffmann, C., & Birnbrich, C. (2022). Synthetic identity fraud: A digital challenge for banking risk management. Journal of Financial Regulation and Compliance, 30(1), 115-130.

Kadoya, Y., Khan, M.S.R., & Yamane, T. (2020). The rising phenomenon of financial scams: Evidence from Japan. Journal of Financial Crime, 27(2), 387-396.

Kim, Y., Lee, S., & Choi, J. (2021). The impact of job insecurity on fraud: Evidence from the financial sector. Journal of Financial Crime, 28(3), 788-805.

Kocakulah, M., & Eser, Z. (2023). Mangerial discretion and opportunities for fraud in financial reporting. International Journal of Accounting and Finance, 12(2), 245-267.

Lai, P.C. (2021). Digital trust: the critical factor for the adoption of digital banking in developing countries. International Journal of Electronic Finance, 10(1), 23-37.

Laihonen, H., & Huhtamaki, J. (2020). Organisational hybridity and fluidity: Deriving new strategies for dynamic knowledge management. Knowledge Management Research & Practice, 1-13.

Mhlangga, D. (2020). Industry 4.0 in finance: the impact of artificial intelligence on digital financial inclusion. International Journal of Financial Studies,8(3), 45

Mintchik, N., & Riley, J. (2019). Rationalizing fraud: how thinking like a crook can help prevent fraud. The CPA Journal, 89(3), 44-50.

Mohammed, A.B., Al-Okaily, M., Qasim, D., & Al-Majali, M.K. (2024). Towards an understanding of business intelligence and analytics usage: Evidence from the banking industry. International Journal of Information Management Data Insights, 4(1), 100215.

Mulia, D. (2023). The differences in risk perception between millennials and baby boomers in online transactions. Jurnal Manajemen, 23(3), https://doi.org/10.24912/jm.v23i3.570

Naimi-Sadigh, A., Asgari, T., & Rabiei, M. (2022). Digital transformation in the value chain disruption of banking services. Journal of Knowledge Economy, 13(1), 1212-1242.

Nasi, M., Danielsson, P., & Kaakinen, M. (2023). Cybercrime victimization and polyvictimisation in Finland – prevalence and risk factors. European Journal on Criminal Policy and Research, 29(2), 283-301

Nawawi, A., & Salin, A.S.A.P. (2018). Internal control and employee’s occupational fraud on expenditure claims. Journal of Financial Crime, 25(3), 891-906

Nguyen, T.H., & Huynh, T.L.D. (2020). The roles of perceived risk and trust on e-banking adoption: Evidence from Vietnam. International Journal of Electronic Finance, 27(2), 79-95.

Nugroho, F., & Situmorang, Z. (2023). Internet banking adoption in Indonesia: TAM extension with the moderation role of customer knowledge and trust. Jurnal Akuntansi, Keuangan dan Bisnis, 16(1), 33-45.

Oktaviani, M. & Prasetyo, R.E. (2024). The influence of perceived risk on digital banking is on customer intention to use digital banks in Jabodetabek. Jurnal Integrasi Sains dan Media, 2(1), 55-63

Puspitasari, I.N., & Hermawan, A. (2021). Fraud triangle in banking industry: Evidence from Indonesia. Journal of Financial Crime, 28(3), 935-946.

Rahi, S., Ghani, M.A., & Alnaser, F.M. (2017). Adoption of internet banking: Extending the role of technology acceptance model with e-customer service and customer satisfaction. World Applied Science Journal, 35(9), 1918-1924.

Reintstein, A., Taylor, E.Z. (2017). Fences as controls to reduce accountants’ rationalization. Journal of Business Ethics, 141(3), 477-488

Ristiana, A., Mukhtar, S., & Sariwulan, R.T. (2024). Factors influencing academic fraud are based on the fraud diamond theory of economics education students at Jakarta State University. International Journal of Economy, Education and Entrepreneurship, 4(2).

Sari, D.N., & Rahman, I. (2023). Fraud intent in Indonesian banking industry: an Empirical study of employee and consumer behavior. Jurnal Ilmiah Manajemen dan Akuntansi Retail, 4(2), 112-125

Suhartanto, D., Wibisono, D., & Triyuni, N.N. (2022). Trust and customer loyalty in digital banking: Evidence from Indonesia. Journal of Asian Finance, Economcs and Business, 9(2), 197-205

Thasleena, K.F., & Santhi, P. (2025). Generational divide in digital banking: Caomparing experience and expectation across Generation X,Y, and Z. Indian Journal of Information Sources and Sevices, 15(2), 268-274, https://doi.org/10.51983/ijiss-2025.IJISS.15.2.34

Van Scotter, J.R., & Roglio, K.D.D. (2020). CEO bright and dark personality: Effects on ethical misconduct. Journal of Business Ethics, 164(3), 451-475.

Van Vlasselaer, V., Eliassi-Rad, T., Akoglue, L., Snoeck, M., & Baesens, B. (2021). Mining behavioral patterns for credit card fraud detection. Expert System with Application, 173, 114765.

Vuori, V., Helander, N., & Maenpaa, S. (2019). Network level knowledge sharing: Leveraging riege’s model of knowledge barriers. Journal of Knowledge Management, 21(1), 57-70.

Wang, Y., & Dincelli, E. (2021). Anonymity, trust, and fraud behavior in digital banking. Computer in Human Behavior Reports, 4, 100127.

Wood, B.P., Eid, R., & Agag, G. (2021). A multilevel investigation of the link between ethical leadership behavior and employee’s green behavior in the hospitality industry. International Journal of Hospitality Management, 97, 102993.

Yang, M., & Chen, Y. (2023). Cognitive rationalization in occupational fraud: structure exploration and scale development. Frontiers in Psychology, 14, 1112127 https://doi.org/10.3389/fpsyg.2023.1112127

Yasa, I.N.N.K., Suparna, G., & Astawa, I.N. (2021). The effect of digital banking trust on customer satisfaction and loyalty. Jurnal Ventura: Jurnal Ekonomi dan Bisnis, 24(1), 67-75.

Downloads

Published

2025-12-03