Contrasting the drivers of Islamic bank adoption in Indonesia
DOI:
https://doi.org/10.15549/jeecar.v10i4.1353Keywords:
Adoption, Islamic Bank, Multigroup Analysis, PLS-SEMAbstract
This study aims to determine Indonesia's Islamic Bank Adoption drivers, especially in some customer groups. PLS-SEM is an analytical method used to test hypotheses. The analysis results show that the mediation type is partial mediation, but the mediation type for East Java customers and Generation Z is complete mediation. Based on the results, Islamic Banks must maintain their excellence to attract more customers. The sense of security in using Islamic Bank products and services is the primary indicator for East Java, generation Z, and non-generation Z customers. The reliability of Islamic Bank products and services is the primary indicator for non-East Java customers. Islamic Banks must also be able to build customer intentions to use Islamic Bank products and services, especially for Generation Z East Java customers. This study finds that intention needs to be built to increase the Adoption of Islamic banking products and services.
References
Abbas, M., Shahid Nawaz, M., Ahmad, J., & Ashraf, M. (2017). The effect of innovation and consumer related factors on consumer resistance to innovation. Cogent Business & Management, 4(1), 1–23. https://doi.org/10.1080/23311975.2017.1312058 DOI: https://doi.org/10.1080/23311975.2017.1312058
Adapa, S., & Roy, S. K. (2017). Consumers’ post-adoption behaviour towards internet banking: empirical evidence from Australia. Behaviour and Information Technology, 36(9), 970–983. https://doi.org/10.1080/0144929X.2017.1319498 DOI: https://doi.org/10.1080/0144929X.2017.1319498
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T DOI: https://doi.org/10.1016/0749-5978(91)90020-T
Allah Pitchay, A. Bin, Mohd Thas Thaker, M. A. Bin, Azhar, Z., Mydin, A. A., & Mohd Thas Thaker, H. Bin. (2020). Factors persuade individuals’ behavioral intention to opt for Islamic bank services. Journal of Islamic Marketing, 11(1), 234–250. https://doi.org/10.1108/JIMA-02-2018-0029 DOI: https://doi.org/10.1108/JIMA-02-2018-0029
Altaf, M., Iqbal, N., Mohd. Mokhtar, S. S., & Sial, M. H. (2017). Managing consumer-based brand equity through brand experience in Islamic banking. Journal of Islamic Marketing, 8(2), 218–242. https://doi.org/10.1108/JIMA-07-2015-0048 DOI: https://doi.org/10.1108/JIMA-07-2015-0048
Anouze, A. L. M., Alamro, A. S., & Awwad, A. S. (2019). Customer satisfaction and its measurement in Islamic banking sector: a revisit and update. Journal of Islamic Marketing, 10(2), 565–588. https://doi.org/10.1108/JIMA-07-2017-0080 DOI: https://doi.org/10.1108/JIMA-07-2017-0080
Arts, J. W. C., Frambach, R. T., & Bijmolt, T. H. A. (2011). Generalizations on consumer innovation adoption: a meta-analysis on drivers of intention and behavior. International Journal of Research in Marketing, 28(2), 134–144. https://doi.org/10.1016/j.ijresmar.2010.11.002 DOI: https://doi.org/10.1016/j.ijresmar.2010.11.002
Asnawi, N., Sukoco, B. M., & Fanani, M. A. (2020). The role of service quality within Indonesian customers satisfaction and loyalty and its impact on Islamic banks. Journal of Islamic Marketing, 11(1), 192–212. https://doi.org/10.1108/JIMA-03-2017-0033 DOI: https://doi.org/10.1108/JIMA-03-2017-0033
Aziz, S., Md Husin, M., Hussin, N., & Afaq, Z. (2019). Factors that influence individuals’ intentions to purchase family Takaful mediating role of perceived trust. Asia Pacific Journal of Marketing and Logistics, 31(1), 81–104. https://doi.org/10.1108/APJML-12-2017-0311 DOI: https://doi.org/10.1108/APJML-12-2017-0311
Charag, A. H., Fazili, A. I., & Bashir, I. (2020). Determinants of consumer’s readiness to adopt Islamic banking in Kashmir. Journal of Islamic Marketing, 11(5), 1125–1154. https://doi.org/10.1108/JIMA-10-2018-0182 DOI: https://doi.org/10.1108/JIMA-10-2018-0182
Christiyanto, W., & Astutik, M. (2019). Integrated Marketing and Customers’ Decision Saving Funds in Islamic Banks. Shirkah: Journal of Economics and Business, 3(3). https://doi.org/10.22515/shirkah.v3i3.216 DOI: https://doi.org/10.22515/shirkah.v3i3.216
Duan, Y., He, Q., Feng, W., Li, D., & Fu, Z. (2010). A study on e-learning take-up intention from an innovation adoption perspective: a case in China. Computers and Education, 55(1), 237–246. https://doi.org/10.1016/j.compedu.2010.01.009 DOI: https://doi.org/10.1016/j.compedu.2010.01.009
Eriksson, K., Kerem, K., & Nilsson, D. (2008). The Adoption of commercial innovations in the former Central and Eastern European markets: the case of internet banking in Estonia. International Journal of Bank Marketing, 26(3), 154–169. https://doi.org/10.1108/02652320810864634 DOI: https://doi.org/10.1108/02652320810864634
Ezeh, P. C., & Nkamnebe, A. (2021). Predictors of Islamic bank adoption: Nigerian perspective. International Journal of Islamic and Middle Eastern Finance and Management, 14(2), 247–267. https://doi.org/10.1108/IMEFM-01-2019-0035 DOI: https://doi.org/10.1108/IMEFM-01-2019-0035
Frambach, R. T., & Schillewaert, N. (2002). Organizational innovation adoption: a multi-level framework of determinants and opportunities for future research. Journal of Business Research, 55(2), 163–176. https://doi.org/10.1016/S0148-2963(00)00152-1 DOI: https://doi.org/10.1016/S0148-2963(00)00152-1
Hair, J. F., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (2014). Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research. European Business Review, 26(2), 106–121. https://doi.org/10.1108/EBR-10-2013-0128 DOI: https://doi.org/10.1108/EBR-10-2013-0128
Huang, D. L., Patrick Rau, P. L., Salvendy, G., Gao, F., & Zhou, J. (2011). Factors affecting perception of information security and their impacts on IT adoption and security practices. International Journal of Human-Computer Studies, 69(2), 870–883. https://doi.org/10.1016/j.ijhcs.2011.07.007 DOI: https://doi.org/10.1016/j.ijhcs.2011.07.007
Jamshidi, D., & Hussin, N. (2016). Islamic credit card adoption understanding: when innovation diffusion theory meets satisfaction and social influence. Journal of Promotion Management, 22(6), 897–917. https://doi.org/10.1080/10496491.2016.1214206 DOI: https://doi.org/10.1080/10496491.2016.1214206
Jamshidi, D, & Kazemi, F. (2020). Innovation diffusion theory and customers’ behavioral intention for Islamic credit card. Journal of Islamic Marketing, 11(6), 1245–1275. https://doi.org/10.1108/JIMA-02-2018-0039 DOI: https://doi.org/10.1108/JIMA-02-2018-0039
Kaabachi, S., & Obeid, H. (2016). Determinants of Islamic banking adoption in Tunisia: empirical analysis. International Journal of Bank Marketing, 34(7), 1069–1091. https://doi.org/10.1108/IJBM-02-2015-0020 DOI: https://doi.org/10.1108/IJBM-02-2015-0020
Karniel, A., & Reich, Y. (2011). Managing the Dynamics of New Product Development Processes: A New Product Lifecycle Management Paradigm. Springer. https://doi.org/10.1007/978-0-85729-570-5 DOI: https://doi.org/10.1007/978-0-85729-570-5
Obeid, H., & Kaabachi, S. (2016). Empirical investigation into customer adoption of Islamic banking services in Tunisia. Journal of Applied Business Research, 32(4), 1243–1256. https://doi.org/10.19030/jabr.v32i4.9734 DOI: https://doi.org/10.19030/jabr.v32i4.9734
Raza, S. A., Shah, N., & Ali, M. (2019). Acceptance of mobile banking in Islamic banks: evidence from modified UTAUT model. Journal of Islamic Marketing, 10(1), 357–376. https://doi.org/10.1108/JIMA-04-2017-0038 DOI: https://doi.org/10.1108/JIMA-04-2017-0038
Rizvanoghlu, I., & Nagac, A. (2018). Central Bank independence and economic performance in Caucasus and Central Asian Countries. Journal of Eastern European and Central Asian Research (JEECAR), 5(2), 14. https://doi.org/10.15549/jeecar.v5i2.234 DOI: https://doi.org/10.15549/jeecar.v5i2.234
Rogers, E. M. (2003). Diffusion of Innovations 5th edition. The Free Press.
Sakilu, O. B., & Kibret, B. G. (2015). Determinants of the Financial Performances of Commercial Banks in Ethiopia: From Internal Corporate Governance Practice Perspective. Journal of Eastern European and Central Asian Research (JEECAR), 2(1). https://doi.org/10.15549/jeecar.v2i1.82 DOI: https://doi.org/10.15549/jeecar.v2i1.82
Sanni, S. A., Ngah, Z. A., Karim, N. H. A., Abdullah, N., & Waheed, M. (2013). Using the diffusion of innovation concept to explain the factors that contribute to the adoption rate of e-journal publishing. Serials Review, 39(4), 250–257. https://doi.org/10.1016/j.serrev.2013.10.001 DOI: https://doi.org/10.1080/00987913.2013.10766406
Singh, S., & Srivastava, R. K. (2018). Predicting the intention to use mobile banking in India. International Journal of Bank Marketing, 36(2), 357–378. https://doi.org/10.1108/IJBM-12-2016- 0186 DOI: https://doi.org/10.1108/IJBM-12-2016-0186
Yahaya, S., Hamid, I. A., Fauzi, A., & Haji-Othman, Y. (2016). Adoption of Islamic Banking Products and Services in Nigeria : An Application of Diffusion of Innovation Theory. International Journal of Scientific Research in Science and Technology IJSRST, 2(3), 264–273. https://doi.org/10.32628/IJSRST162378
Yang, S., Lu, Y., Gupta, S., Cao, Y., & Zhang, R. (2011). Mobile payment services adoption across time: an empirical study of the effects of behavioral beliefs, social influences, and personal traits. Computers in Human Behavior, 28(1), 129–142. https://doi.org/10.1016/j.chb.2011.08.019 DOI: https://doi.org/10.1016/j.chb.2011.08.019
Zinser, B. A. (2019). Retail Islamic banking and financial services. Journal of Islamic Marketing, 10(1), 168–190. https://doi.org/10.1108/JIMA-07-2017-0074 DOI: https://doi.org/10.1108/JIMA-07-2017-0074
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