The Factors of Millennials’ Continuance Intention to Use Digital Wallets in Indonesia

Authors

  • Yasintha Soelasih Atma Jaya Catholic University of Indonesia
  • Sumani Atma Jaya Catholic University of Indonesia

DOI:

https://doi.org/10.21512/bbr.v13i3.8561

Keywords:

millennials, continuance intention, digital wallet

Abstract

The growth of digital wallets increases the convenience of consumers in making transactions. The convenience that consumers feel in using digital wallets further increases their consumption. Companies influence the age group, such as millennials, with high potential in using digital wallets. The research emphasized the consumer behavior of millennials in using digital wallets. The study aimed to examine the variables that affected digital wallet users in terms of perceived usefulness, perceived risk, customer attitude, customer satisfaction, and continuance intention to use. The questionnaire was distributed using the G-form using the determination of respondents by purposive sampling. The number of respondents was 276. The measurement of reliability and validity used loadings values, Cronbach’s alpha, Composite Reliability (CR), Average Variance Extracted (AVE), and discriminant validity. In measuring the fit model, the Standardized Root Mean Square Residual (SRMR) value was used. Then, the research used Partial Least Square-Structural Equation Model (PLS-SEM) to test the hypothesis. The results show that perceived usefulness affects customer attitudes toward using digital wallets. Meanwhile, perceived risk has no effect on customer attitudes. Customer attitude impacts customer satisfaction and continuance intention to use digital wallet users directly and indirectly. Moreover, millennials strengthen the influence of customer attitude on continuance intention to use. The effect is negative, meaning that if the age of the millennials increases, it will cause a decreased attitude change towards continuance intention to use digital wallets.

Dimensions

Plum Analytics

Author Biographies

Yasintha Soelasih, Atma Jaya Catholic University of Indonesia

Faculty of Economics and Business

Sumani, Atma Jaya Catholic University of Indonesia

Faculty of Economics and Business

References

Acelian, R. M., & Basri, H. A. (2021). Analysis of sales promotion, perceived ease of use and security on consumer decisions to use DANA digital wallet. International Journal of Innovative Science and Research Technology, 6(1), 1436–1441.

Ahmad, M. (2018). Review of the Technology Acceptance Model (TAM) in Internet banking and mobile banking. International Journal of Information Communication Technology and Digital Convergence, 3(1), 23–41.

Alalwan, A. A., Dwivedi, Y. K., & Rana, N. P. (2017). Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust. International Journal of Information Management, 37(3), 99–110. https://doi.org/10.1016/j.ijinfomgt.2017.01.002

Apanasevic, T., Markendahl, J., & Arvidsson, N. (2016). Stakeholders’ expectations of mobile payment in retail: Lessons from Sweden. International Journal of Bank Marketing, 34(1), 37–61. https://doi.org/10.1108/IJBM-06-2014-0064

Arora, M. (2018). Use of digital wallets- Cluster analysis for expectation and voice of the customers. Vimarsh-An Endeavour to Share Knowledge, 9(2), 16–24.

Arora, M., & Lochab, A. (2018). A study on post hoc analysis on education level in mobile banking. Effulgence, 16(special issue), 1–8.

Arvidsson, N. (2014). Consumer attitudes on mobile payment services - Results from a proof of concept test. International Journal of Bank Marketing, 32(2), 150–170. https://doi.org/10.1108/IJBM-05-2013-0048

Baabdullah, A. M., Alalwan, A. A., Rana, N. P., Kizgin, H., & Patil, P. (2019). Consumer use of mobile banking (m-banking) in Saudi Arabia: Towards an integrated model. International Journal of Information Management, 44, 38–52.

Casidy, R., & Wymer, W. (2016). A risk worth taking: Perceived risk as moderator of satisfaction, loyalty, and willingness-to-pay premium price. Journal of Retailing and Consumer Services, 32(September), 189–197. https://doi.org/10.1016/j.jretconser.2016.06.014

Chawla, D., & Joshi, H. (2019). Consumer attitude and intention to adopt mobile wallet in India – An empirical study. International Journal of Bank Marketing, 37(7), 1590–1618. https://doi.org/10.1108/IJBM-09-2018-0256

Cilliers, E. J. (2017). The challenge of teaching Generation Z. PEOPLE: International Journal of Social Sciences, 3(1), 188–198. https://doi.org/10.20319/pijss.2017.31.188198

Duarte, P., Silva, S. C. E., & Ferreira, M. B. (2018). How convenient is it? Delivering online shopping convenience to enhance customer satisfaction and encourage e-WOM. Journal of Retailing and Consumer Services, 44(September), 161–169. https://doi.org/10.1016/j.jretconser.2018.06.007

Dwivedi, Y. K., Rana, N. P., Jeyaraj, A., Clement, M., & Williams, M. D. (2019). Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a revised theoretical model. Information Systems Frontiers, 21, 719–734. https://doi.org/10.1007/s10796-017-9774-y

Gao, L., & Waechter, K. A. (2017). Examining the role of initial trust in user adoption of mobile payment services: An empirical investigation. Information Systems Frontiers, 19, 525–548. https://doi.org/10.1007/s10796-015-9611-0

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., Matthews, L. M., Matthews, R. L., & Sarstedt, M. (2017). PLS-SEM or CB-SEM: Updated guidelines on which method to use. International Journal of Multivariate Data Analysis, 1(2), 107–123. https://doi.org/10.1504/ijmda.2017.087624

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43, 115–135. https://doi.org/10.1007/s11747-014-0403-8

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(3), 1–16. https://doi.org/10.3390/sym11030340

Jonathan, R., & Soelasih, Y. (2022). Pembentuk intention to use dompet digital melalui consumer attitude. Jurnal Manajemen, 19(1), 39–52. https://doi.org/10.25170/jm.v19i1.2300

Karjaluoto, H., Shaikh, A. A., Saarijärvi, H., & Saraniemi, S. (2019). How perceived value drives the use of mobile financial services apps. International Journal of Information Management, 47(August), 252–261. https://doi.org/10.1016/j.ijinfomgt.2018.08.014

Muhtasim, D. A., Tan, S. Y., Hassan, M. A., Pavel, M. I., & Susmit, S. (2022). Customer satisfaction with digital wallet services: An analysis of security factors. International Journal of Advanced Computer Science and Applications (IJACSA), 13(1), 195–206. https://doi.org/10.14569/IJACSA.2022.0130124

Nigam, A., & Kumari, S. (2018). Adoption of united payment interface application: An empirical investigation using TAM framework. Apeejay Journal of Management & Technology, 13(1), 21–28.

Ramos de Luna, I., Liébana-Cabanillas, F., Sánchez-Fernández, J., & Muñoz-Leiva, F. (2019). Mobile payment is not all the same: The adoption of mobile payment systems depending on the technology applied. Technological Forecasting and Social Change, 146(September), 931–944. https://doi.org/10.1016/j.techfore.2018.09.018

Rathore, H. S. (2016). Adoption of digital wallet by consumers. BVIMSR’s Journal of Management Research, 8(1), 69–75.

Sharma, S. K., & Sharma, M. (2019). Examining the role of trust and quality dimensions in the actual usage of mobile banking services: An empirical investigation. International Journal of Information Management, 44(February), 65–75. https://doi.org/10.1016/j.ijinfomgt.2018.09.013

Singh, N., Sinha, N., & Liébana-Cabanillas, F. J. (2020). Determining factors in the adoption and recommendation of mobile wallet services in India: Analysis of the effect of innovativeness, stress to use and social influence. International Journal of Information Management, 50(February), 191–205. https://doi.org/10.1016/j.ijinfomgt.2019.05.022

Singh, N., Srivastava, S., & Sinha, N. (2017). Consumer preference and satisfaction of m-wallets: A study on North Indian consumers. International Journal of Bank Marketing, 35(6), 944–965. https://doi.org/10.1108/IJBM-06-2016-0086

Slade, E. L., Dwivedi, Y. K., Piercy, N. C., & Williams, M. D. (2015). Modeling consumers’ adoption intentions of remote mobile payments in the United Kingdom: Extending UTAUT with innovativeness, risk, and trust. Psychology & Marketing, 32(8), 860–873. https://doi.org/10.1002/mar.20823

Soelasih, Y., & Sumani. (2020). Strategies to maintain aviation consumers during the COVID-19 pandemic in Indonesia. Academy of Strategic Management Journal, 19(Special Issue 1), 1–13.

Subaramaniam, K., Kolandaisamy, R., Jalil, A. B., & Kolandaisamy, I. (2020). The impact of e-wallets for current generation. Journal of Advanced Research in Dynamical and Control Systems, 12(1 Special Issue), 751–759. https://doi.org/10.5373/JARDCS/V12SP1/20201126

Suhaily, L., & Soelasih, Y. (2017). What effects repurchase intention of online shopping? International Business Research, 10(12), 113–122.

Suhaily, L., & Soelasih, Y. (2018). How e-service quality, experiential marketing, and price perception to make repurchase intention on on-line shopping? The International Journal of Business Management and Technology, 2(3), 10–20.

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

Tajvidi, M., Wang, Y., Hajli, N., & Love, P. E. D. (2021). Brand value co-creation in social commerce: The role of interactivity, social support, and relationship quality. Computers in Human Behavior, 115, 1–8. https://doi.org/10.1016/j.chb.2017.11.006

Tarantang, J., Awwaliyah, A., Astuti, M., & Munawaroh, M. (2019). Perkembangan sistem pembayaran digital pada era revolusi Industri 4.0 di Indonesia. Jurnal Al-Qardh, 4(1), 60–75. https://doi.org/10.23971/jaq.v4i1.1442

Wang, Y. Y., Wang, Y. S., & Lin, T. C. (2018). Developing and validating a technology upgrade model. International Journal of Information Management, 38(1), 7–26. https://doi.org/10.1016/j.ijinfomgt.2017.07.003

Xu, F., & Du, J. T. (2018). Factors influencing users’ satisfaction and loyalty to digital libraries in Chinese universities. Computers in Human Behavior, 83(June), 64–72. https://doi.org/10.1016/j.chb.2018.01.029

Yadav, M. P., & Arora, M. (2018). A study on impact on customer satisfaction for e-wallet using path analysis model. Proceedings of 4th International Conference on Computers and Management (ICCM), 248–251.

Yaprak, Ü., Kılıç, F., & Okumuş, A. (2021). Is the COVID-19 pandemic strong enough to change the online order delivery methods? Changes in the relationship between attitude and behavior towards order delivery by drone. Technological Forecasting and Social Change, 169(August), 1–16. https://doi.org/10.1016/j.techfore.2021.120829

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Published

2022-11-07
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PDF downloaded 669  .