Analysis of Factors Affecting The Intention To Use Digital Banking: A Case Study Among Generation Z and Generation Y at Bank Jago
DOI:
https://doi.org/10.38035/dijemss.v7i2.5758Keywords:
Digital Banking, Intention to Use, Quantitative, Generations Z & Y, Technology Acceptance ModelAbstract
Digital developments in the banking sector have led to innovations such as mobile banking and fintech. Bank Jago is a technology-based bank in Indonesia. Although digital literacy is increasing, digital bank account ownership among Generations Z and Y remains low. This study uses the Technology Acceptance Model (TAM) framework to analyze the factors that influence the intention to use Bank Jago's digital services, without comparing between generations. Data was collected through an online survey using convenience sampling of 230 Generation Z and Y respondents in Indonesia, using a 1–5 Likert scale questionnaire. The results show that perceived usefulness, perceived ease of use, trust, attitude, and convenience have a positive effect on intention to use, while trust has a negative effect on attitude. These findings emphasize the importance of perceived usefulness, ease of use, trust, convenience, and attitude in encouraging the adoption of digital banking services.
References
Afandi, M. A. (2024). Drivers and barriers to use digital banking among Generations Y and Z in Indonesia. In Proceedings of the International Conference on Economics, Management and Engineering (ICEME). https://doi.org/10.1145/3691422.3691425
Almaiah, M. A., Al-Otaibi, S., Shishakly, R., Hassan, L., Lutfi, A., Alrawad, M., Qatawneh, M., & Alghanam, O. A. (2023). Investigating the role of perceived risk, perceived security and perceived trust on smart m-banking application using SEM. Sustainability, 15(13),1-17. https://doi.org/10.3390/su15139908
Alnemer, H. A. (2022). Determinants of digital banking adoption in the Kingdom of Saudi Arabia: A technology acceptance model approach. Digital Business, 2(1), 100037. https://doi.org/10.1016/j.digbus.2022.100037
Al‐Qudah, A. A., Al‐Okaily, M., Alqudah, G., & Ghazlat, A. (2022). Mobile payment adoption in the time of the COVID‐19 pandemic. Electronic Commerce Research, 23(2), 495–517. https://doi.org/10.1007/s10660-022-09577-1
APJII. (2024). Jumlah pengguna internet di Indonesia mencapai 221 juta orang, menurut data dari APJII. Asosiasi Penyelenggara Jasa Internet Indonesia. Retrieved November 17, 2024, from https://apjii.or.id/berita/d/apjii-jumlah-pengguna-internet-indonesia-tembus-221-juta-orang
Ballo, J. B., Estandian, V. C. A., Padual, S. R. M., Torres, R. D., German, J. D., & Perwira Redi, A. A. N. (2024). Assessing digital bank preferences in the Philippines: An application of analytic hierarchy process. In Proceedings of the Seventh Information Systems International Conference (ISICO 2023),234, 1553–1560.
Bhattacherjee, A. (2001). Understanding information systems continuance: An expectation-confirmation model. MIS Quarterly, 25(3), 351–370. https://doi.org/10.2307/3250921
Bustaman, M. K., Aprianingsih, A., Hidayat, M., & Dasuki, R. E. (2023). The impact of trust, perceived usefulness, perceived ease of use, and customer intentions on customer attitudes toward the use of technology. Almana: Jurnal Manajemen dan Bisnis, 7(2), 230–241.
Chang, Y.-W., & Polonsky, M. J. (2012). The influence of multiple types of service convenience on behavioral intentions: The mediating role of consumer satisfaction in a Taiwanese leisure setting. International Journal of Hospitality Management, 31(1), 107–118. https://doi.org/10.1016/j.ijhm.2011.07.015
Chauhan, V., Yadav, R., & Choudhary, V. (2019). Analyzing the impact of consumer innovativeness and perceived risk in internet banking adoption: A study of Indian consumers. International Journal of Bank Marketing, 37(2), 323–339. https://doi.org/10.1108/IJBM-02-2018-0028
Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., & Wang, L. C. (2023).
Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations. Asia Pacific Journal of Management, 40(3), 745-783. https://doi.org/10.1007/s10490-023-09871-y
Chin, J.-H., Do, C., & Kim, M. (2022). How to increase sport facility users’ intention to use AI fitness services: Based on the technology adoption model. International Journal of Environmental Research and Public Health, 19(21), 14453. https://doi.org/10.3390/ijerph192114453
Dahiya, H., & Saini, A. K. (2024). Assessing individuals’ attitude and behavioural intention to use dietary and fitness mobile applications: Evidence from India. Journal of Indian Business Research, 16(3), 329-352. https://doi.org/10.1108/JIBR-12-2022-0302
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340. https://doi.org/10.2307/249008
Farrel, J. (2021). Penggunaan bank digital di tangan milenial. Kompas Money. Retrieved July 5, 2024, from https://money.kompas.com/read/2021/12/22/101958126/penggunaan-bank-digital-di-tangan-milenial?page=all
Fortes, N., & Rita, P. (2016). Privacy concerns and online purchasing behaviour: Towards an integrated model. European Research on Management and Business Economics, 22, 167-176. https://doi.org/10.1016/j.iedeen.2016.04.002
Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly, 27(1), 51–90. https://doi.org/10.2307/30036519
GoodStats. (2023). Sensus BPS: Saat ini Indonesia didominasi oleh Gen Z. Retrieved from https://data.goodstats.id/statistic/sensus-bps-saat-ini-indonesia-didominasi-oleh-gen-z-n9kqv#:~:text=Sensus%20BPS:%20Saat%20Ini%20Indonesia%20Didominasi%20Gen%20Z&text=Data%20ini%20merupakan%20hasil%20rilis%20dari%20Sensus%20Penduduk%202020
Gunawan, V., & Tjokrosaputro, M. (2024). Influential determinants of the intention to use digital bank. International Journal of Application on Economics and Business (IJAEB), 2(2), 3500-3509. https://doi.org/10.24912/ijaeb.v2i2.3500-3509
Hair, J. F., Babin, B. J., Black, W. C., & Anderson, R. E. (2018).
Multivariate data analysis, Eight Edition. Cengage.
Hair, J. F., Ringle, C. M., Hult, G. T. M., & Sarstedt, M. (2022).
A primer on partial least squares structural equation modeling (PLS-SEM), Third Edition. SAGE Publications.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019).
When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2-24. https://doi.org/10.1108/EBR-11-2018-0203
Hair Jr., J. F., Howard, M. C., & Nitzl, C. (2020). Assessing measurement model quality in PLS-SEM using confirmatory T composite analysis. Journal of Business Research, 109, 101-110. https://doi.org/10.1016/j.jbusres.2019.11.069
Hair Jr., J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer International Publishing. https://doi.org/10.1007/978-3-030-80519-7
Harris, M. (2024). Era digital dan dampak perkembangan teknologi yang pesat!. Retrieved July 22, 2024, from https://www.gramedia.com/literasi/era-digital/#google_vignette
Hasan, S., Godhuli, E. R., Rahman, M. S., & Al Mamun, M. A. (2023).
The adoption of conversational assistants in the banking industry: Is the perceived risk a moderator?, Heliyon, 9(9), https://doi.org/10.1016/j.heliyon.2023.e20220
Hidayat, A., Sutanto, J., Wibowo, A., & Lay, I. (2019). The role of attitude as a mediation between the effects of perceived usefulness, perceived ease of use, and perceived trust on the intention to adopt mobile payment technology. Jurnal Ekonomi dan Bisnis, 22(1), 45–60
Hie, B. P. (2021). Panduan transformasi digital bank di Indonesia: Konsep dan praktek dalam memimpin transformasi total, First Edition. Media Nusa Creative.
Hossain, S. A., Bao, Y., Hasan, N., & Islam, M. F. (2019). Perception and prediction of intention to use online banking systems: An empirical study using extended TAM. International Journal of Research in Business and Social Science, 9(1), 112-126. https://doi.org/10.20525/ijrbs.v9i1.591
Hu, Z., Ding, S., Li, S., Chen, L., & Yang, S. (2019). Adoption Intention of Fintech Services for Bank Users: An Empirical Examination with an Extended Technology Acceptance Model. Symmetry ,11, 1-16. DOI: 10.3390/sym11030340
Jago. (2024). Bank Jago awali 2024 dengan kinerja yang solid. Retrieved December 22, 2024, from https://www.jago.com/id/media-center/press-release/bank-jago-awali-2024-dengan-kinerja-yang-solid
Jago. (2024). 7 cara cerdas menggunakan aplikasi Jago. Retrieved December 22, 2024, from https://www.jago.com/id/blog/cara-cerdas-menggunakan-aplikasi-jago
Jago.com. (2024). Keamanan & kendali. Bank Jago. Retrieved December 25, 2024, from https://www.jago.com/id/jago/digital/security-and-control
Jago.com. (2024). Kolaborasi Jago dan Bibit bantu generasi muda wujudkan tujuan keuangan. Retrieved December 25, 2024, from https://www.jago.com/id/media-center/press-release/kolaborasi-jago-dan-bibit-bantu-generasi-muda-wujudkan-tujuan-keuangan
Jago.com. (2024). Bank Jago ajak mahasiswa Universitas Padjadjaran bangun kebiasaan finansial yang sehat. Retrieved December 30, 2024, from https://www.jago.com/id/media-center/press-release/bank-jago-ajak-mahasiswa-universitas-padjadjaran-bangun-kebiasaan-finansial-yang-sehat
Kasmo, A. B. P., Khahfi, A. M., & Oteino, O. D. (2024). Study on intention to using digital banking study: Bank Jago. Journal of Indonesian Marketing Association, 2(2), 91–102.
Kesharwani, A., & Bisht, S. S. (2011). : The impact of trust and perceived risk on internet banking adoption in India: An extension of technology acceptance model. International Journal of Bank Marketing, 303 - 322.
Khalili, F., Choobchian, S., & Abbasi, E. (2024). Investigating the factors affecting farmers’ intention to adopt contract farming. Scientific Reports. https://doi.org/10.1038/s41598-024-60317-x
Kominfo. (2022). Kementerian Komunikasi dan Informatika. Retrieved December 23, 2024, from https://www.kominfo.go.id/content/detail/39858/literasi-digital-masyarakat-indonesia-membaik/0/artikel
Kruger, S., & Steyn, A. A. (2025). Navigating the fourth industrial revolution: A systematic review of technology adoption model trends. Journal of Science and Technology Policy Management, 16(10), 24–56.
Kurnia, R. A., & Tandijaya, T. N. B. (2023). Pengaruh Perceived Ease Of Use, Perceived Usefullness, Security Dan Trust Terhadap Intention To Use Aplikasi Jago. Jurnal Manajemen Pemasaran. 17(1), 64─72. Doi: https://doi.org/10.9744/pemasaran.17.1.64-72
Lee, J.-H., Kim, S. W., & Song, C. H. (2010). The effects of trust and perceived risk on users’ acceptance of ICT services. KAIST Business School Working Paper Series,007,1- 30.
Magno, F., Cassia, F., & Ringle, C. M. (2022). A brief review of partial least squares structural equation modeling (PLS-SEM) use in quality management studies. The TQM Journal. 36(5), 1754-2731. DOI:10.1108/TQM-06-2022-0197
Malhotra, N. K., Nunan, D., & Birks, D. F. (2017). Marketing Research: An Applied Approach, Fifth edition. Pearson.
Mufarih, M., Jayadi, R., & Sugandi, Y. (2020). Factors influencing customers to use digital banking application in Yogyakarta, Indonesia. Journal of Asian Finance, Economics and Business, 7(10), 897–907. https://doi.org/10.13106/jafeb.2020.vol7.no10.897
Nguyen, D. N., Nguyen, D. D., & Nguyen, D. V. (2020). Distribution information safety and factors affecting the intention to use digital banking in Vietnam. Journal of Distribution Science, 18(6), 83–92. http://dx.doi.org/10.15722/jds.18.6.202006.83
Nguyen, O. T. (2020). Factors affecting the intention to use digital banking in Vietnam. Journal of Asian Finance, Economics and Business, 7(3), 303–310. https://doi.org/10.13106/jafeb.2020.vol7.no3.303
Nurahmasari, M., Silfiyah, S. N., & Pangaribuan, C. H. (2023). The intention to use digital banking services among Gen Z in Indonesia based on the Technology Acceptance Model (TAM). Jurnal Manajemen dan Bisnis Madani, 5(1), 15–31. Retrieved from https://journal.paramadina.ac.id/
Oktavia, T., Yahya, E. T., Adiscaputri, M. G., & Wijaya, Z. Z. (2023). Analysis of the intention to use digital banking as personal financial services among Gen X. Journal of System and Management Sciences, 13, 177–192. https://doi.org/10.33168/JSMS.2023.0312
Oliver, R. L. (1980). A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing Research, 17(4), 460–469. https://doi.org/10.2307/3150499
Pratama, J. (2024). Memahami penggunaan perbankan digital bagi Gen Z dan Milenial. Retrieved from https://www.markplusinc.com/featured-insights/publications/memahami-penggunaan-perbankan-digital-bagi-gen-z-dan-milenial
Putra, A. H., Halianto, L. D., Calista, Y., & Damayanti, N. (2023). Factors affecting intention to use on the digital banking services offered by digital banks in Indonesia. International Journal of Industrial Engineering and Operations Management.
Rahman, M., Ming, T. H., Baigh, T. A., & Sarker, M. (2021). Adoption of artificial intelligence in banking services: An empirical analysis. International Journal of Emerging Markets, 18(10), 4270–4300. https://doi.org/10.1108/IJOEM-06-2020-0724
Rahmawati, A., & Syahnur, K. N. F. (2023). Analisis keputusan generasi Z dalam memilih bank digital: Perspektif teori diffusion of innovation. Akmen Jurnal Ilmiah, 20(3), 297–306.
Raman, P. (2019). Understanding female consumers’ intention to shop online: The role of trust, convenience and customer service. Asia Pacific Journal of Marketing and Logistics, 31(4). https://doi.org/10.1108/APJML-10-2018-0396
Ramli, Y., & Rahmawati, M. (2020). The effect of perceived ease of use and perceived usefulness that influence customer's intention to use mobile banking application. IOSR Journal of Business and Management, 22, 33–42. https://doi.org/10.9790/487X-2206113342
Ricardianto, P., Soekirman, A., Pribadi, O. S., Atmaja, D. B., Suryobuwono, A. A., Ikawati, I., Gutomo, T., Murtiwidayanti, S. Y., Tri Cahyono, S. A., & Endri, E. (2023). Perceived ease of use and usefulness: Empirical evidence of behavioral intention to use QR code technology on Indonesian commuter lines. International Journal of Data and Network Science. https://doi.org/10.5267/j.ijdns.2023.7.010
Ryu, Y., Kim, S., & Kim, S. (2018). Does trust matter? Analyzing the impact of trust on the perceived risk and acceptance of nuclear power energy. Sustainability, 758,1-19.
Sebayang, T. E., Hakim, D. B., Bakhtiar, T., & Indrawan, D. (2023). What drives mobile banking adoption due to Covid-19 outbreaks?. In Seventh Information Systems International Conference (ISICO 2023), 234,1192–1203. https://doi.org/10.1016/j.procs.2024.03.115
Sekaran, U., & Bougie, R. (2016). Research Methods for Business: A Skill-building Approach, Seventh edition. John Wiley & Sons.
Sharma, V., Jangir, K., Gupta, M., & Rupeika-Apoga, R. (2024). Does service quality matter in FinTech payment services? An integrated SERVQUAL and TAM approach. International Journal of Information Management Data Insights, 4,1-16. https://doi.org/10.1016/j.jjimei.2024.100252
Siagian, H., Tarigan, Z. J. H., Basana, S. R., & Basuk, R. (2022). The effect of perceived security, perceived ease of use, and perceived usefulness on consumer behavioral intention through trust in digital payment platform. International Journal of Data and Network Science, 6, 861–874. https://doi.org/10.5267/j.ijdns.2022.2.010
Tahar, A., Riyadh, H. A., Sofyani, H., & Purnomo, W. E. (2020). Perceived ease of use, perceived usefulness, perceived security and intention to use e-filing: The role of technology readiness. Journal of Asian Finance, Economics and Business, 7(9), 537–547. https://doi.org/10.13106/jafeb.2020.vol7.no9.537
Thanh, N. T. T. (2023). Factors affecting the intention to use digital banking services: A case study on elderly customers in Vietnam. HSE Economic Journal, 27(2), 270–289. https://doi.org/10.17323/1813-8691-2023-27-2-270-289
Tran, N. A. (2021). Intention to use digital banking services of young retail customers in Vietnam. Journal of Asian Finance, Economics and Business, 8(8), 387–397. https://doi.org/10.13106/jafeb.2021.vol8.no8.0387
Tran, T. T. T., & Nguyen, P. T. T. (2022). The impact of security, individuality, reputation, and consumer attitudes on purchase intention of online shopping: The evidence in Vietnam. Cogent Psychology, 9(1), 1-21. https://doi.org/10.1080/23311908.2022.2035530
Tu, J.-C., Luo, S. C., Lee, Y.-L., Shih, M.-F., & Chiu, S.-P. (2022). Exploring usability and patient attitude towards a smart hospital service with the Technology Acceptance Model. International Journal of Environmental Research and Public Health, 19(10), 2–19. https://doi.org/10.3390/ijerph19106059
Tugade, C., Reyes, J., & Nartea, M. (2021). Components affecting intention to use digital banking among Generation Y and Z: An empirical study from the Philippines. Journal of Asian Finance, Economics and Business, 8(12), 509–518. https://doi.org/10.13106/jafeb.2021.vol8.no12.0509
Vitari, C., & Ravarini, A. (2007). Validation of IS positivist research: An application and discussion of the Straub, Boudreau and Gefen’s guidelines. Paper presented at the itAIS - Italian Chapter of the Association for Information Systems Conference, 3.
Windasari, N. A., Kusumawati, N., Larasati, N., & Amelia, R. P. (2022). Digital-only banking experience: Insights from Gen Y and Gen Z. Journal of Innovation & Knowledge,100170, 1-10 https://doi.org/10.1016/j.jik.2022.100170
Wu, R., & Yu, Z. (2023). Investigating users’ acceptance of the Metaverse with an extended Technology Acceptance Model. International Journal of Human–Computer Interaction. https://doi.org/10.1080/10447318.2023.2241295
Xu, F., Sam, S., & Li, S. (2019). Time, money, or convenience: What determines Chinese consumers continuance usage intention and behavior of using tourism mobile apps?. International Journal of Culture, Tourism and Hospitality Research, 13(3), 288–302. https://doi.org/10.1108/IJCTHR-04-2018-0052
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