Factors Affecting the Use of Islamic E-Wallets in Indonesia: A Technological Perspective
DOI:
https://doi.org/10.35384/jemp.v11i3.825Keywords:
Islamic e-wallet, digital payment, e-wallet adoption, customer-based corporate reputation, Perceived riskAbstract
The study aimed to examine the causal relationship among those variables, entitled the factors influence on e-wallet Islamic platform in Indonesia. The object of the study was customers of e-wallet digital payment with the target respondents who were in the territory of Indonesia. The data collection method in this study used an online survey or questionnaire with the SmartPLS 3.0 application tool. Analysis of the effects on the e-Wallet Digital Finance uses a Structural Equation Model (SEM) with Partial Least Square (PLS) approach. PLS is a components or variants-based structural equation model. PLS is a powerful method analysis because it is not based on assumptions, so the data does not have to follow standard distribution, and the sample size also doesn’t have to be large. The research results can be illustrated that Islamic e-wallets can be optimized through the Customer-Based Corporate Reputation Dimension; Perceived Risk; Perceived Value, and the Customer Product Adoption Proneness. From the Islamic e-wallet research result shows that Perceived Risk has no effect on Perceived Value and Perceived Risk becomes lower when the Customer-Based Corporate Reputation Dimension is well improved. These results can be advantaged for Islamic e-wallet to be introduced and recommended to wider society as the save e-wallet with lower risk.
References
Adnyani, D. A. M. E. S., & Sukaatmadja, I. P. G. (2019). Peran Perceived Risk Dalam Memediasi Pengaruh Perceived Quality Terhadap Perceived Value. E-Jurnal Manajemen Universitas Udayana, 8(12), 7072. https://doi.org/10.24843/ejmunud.2019.v08.i12.p09
Aji, H. M., Berakon, I., & Riza, A. F. (2021). The effects of subjective norm and knowledge about riba on intention to use e-money in Indonesia. Journal of Islamic Marketing, 12(6), 1180–1196. https://doi.org/10.1108/JIMA-10-2019-0203
Alaros, E., Marjani, M., Shafiq, D. A., & Asirvatham, D. (2023). Predicting consumption intention of consumer relationship management users using deep learning techniques: A review. Indonesian Journal of Science and Technology, 8(2), 307–328. https://doi.org/10.17509/ijost.v8i2.55814
Almeida, M. da G. M. C., & Coelho, A. F. M. (2019). The Antecedents of Corporate Reputation and Image and Their Impacts on Employee Commitment and Performance: The Moderating Role of CSR. Corporate Reputation Review, 22(1), 10–25. https://doi.org/10.1057/s41299-018-0053-8
Andriyas, H., Simatupang, B. M., & Sirait, K. B. (2019). The Impact of Digital Advancement in Banking Industry Marketing: The Case of Indonesia. Proceeding Book of The 4th ICMEM 2019 and The 11th IICIES 2019, August, 856–864.
Aw, E. C. X., Basha, N. K., Ng, S. I., & Sambasivan, M. (2019). To grab or not to grab? The role of trust and perceived value in on-demand ridesharing services. Asia Pacific Journal of Marketing and Logistics, 31(5), 1442–1465. https://doi.org/10.1108/APJML-09-2018-0368
Bank Indonesia. (2020b). Total Electronic Money Transactions. https://www.bi.go.id/id/statistik/sistem-pembayaran/uang-electronics/contents/transactions.aspx
Bank Indonesia. (2020a). List of Electronic Money Issuers. https://www.bi.go.id/id/statistik/sistem-pembayaran/uang-electronics/contents/electronic money organizers.aspx
Boyetey, G. B., & Antwi, S. (2021). Perceived Risk versus Perceived Value for Money: Assessing Online Retail Shopping Behavior among Ghanaians. IBusiness, 13(03), 117–143. https://doi.org/10.4236/ib.2021.133008
Chao, C. W., Reid, M., & Mavondo, F. T. (2012). Consumer innovativeness influence on really new product adoption. Australasian Marketing Journal, 20(3), 211–217. https://doi.org/10.1016/j.ausmj.2012.02.001
Chin, W. W., & Marcoulides, G. A. (1998). The Partial Least Squares Approach for Structural Equation Modeling. In Modern methods for business research. Lawrence Erlbaum Associates Publishers.
Chu, C. W., & Lu, H. P. (2007). Factors influencing online music purchase intention in Taiwan: An empirical study based on the value-intention framework. Internet Research, 17(2), 139–155. https://doi.org/10.1108/10662240710737004
Darmansyah, Fianto, B. A., Hendratmi, A., & Aziz, P. F. (2021). Factors determining behavioral intentions to use Islamic financial technology: Three competing models. Journal of Islamic Marketing, 12(4), 794–812. https://doi.org/10.1108/JIMA-12-2019-0252
Forrester Research. (2017). The next phase of digital wallet adoption (September issue).
Ghozali, Imam. (2021). Partial Least Squares Konsep, Teknik dan Aplikasi Menggunakan Program SmartPLS 3.2.9 Untuk Penelitian Empiris. In Universitas Diponegoro Semarang.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2nd ed.). SAGE Publications, Inc.
Ipsos. (2020). Ipsos Media Conference - Winning Strategy Without Burning Money. Retrieved July 3, 2020, from https://www.ipsos.com/en-id/ipsos-media-conference-strategy-win-without-burn-money
Isrososiawan, S., Hurriyati, R., & Dirgantari, P. D. (2019). User Mobile Payment Behavior Using Technology Acceptance Model (TAM): Study of “Dana” E-Wallet Users. Jurnal Minds: Manajemen Ide Dan Inspirasi, 6(2), 181. https://doi.org/10.24252/minds.v6i2.11274
Kartikasari, M. N., Indarini, & Rahayu, S. (2019). Pengaruh Corporate Reputation Terhadap Recommendation Melalui Mediasi Perceived Value, Moderasi Tour Leader Performance Dan Flow Experience Pada Pt Al-Madinah Citra Internasional Di Surabaya. Calyptra: Jurnal Ilmiah Mahasiswa Universitas Surabaya, 7(2).
Kelley, K. J., Hemphill, T. A., & Thams, Y. (2019). Corporate social responsibility, country reputation and corporate reputation: A perspective on the creation of shared value in emerging markets. Multinational Business Review, 27(2), 178–197. https://doi.org/10.1108/MBR-07-2017-0047
Kim, J., & Lennon, S. J. (2013). Effects of reputation and website quality on online consumers’ emotion, perceived risk and purchase intention: Based on the stimulus-organism-response model. Journal of Research in Interactive Marketing, 7(1), 33–56. https://doi.org/10.1108/17505931311316734
Kotler, P., & Armstrong, G. (2018). Principles of Marketing. Pearson Education.
Kumar, V., Leone, R. P., Aaker, D. A., & Day, G. S. (2019). Marketing Research. In John Wiley & Sons, Inc. All rights reserved.
Liu, J., Kauffman, R. J., & Ma, D. (2015). Competition, cooperation, and regulation: Understanding the evolution of the mobile payments technology ecosystem. Electronic Commerce Research and Applications, 14(5), 372–391. https://doi.org/10.1016/j.elerap.2015.03.003
Liébana-Cabanillas, F., de Luna, I. R., & Montoro-Ríosa, F. (2017). Intention to use new mobile payment systems: A comparative analysis of SMS and NFC payments. Economic Research-Ekonomska Istrazivanja , 30(1), 892–910. https://doi.org/10.1080/1331677X.2017.1305784
Masoud, E. Y. (2013). The Effect of Perceived Risk on Online Shopping in Jordan. European Journal of Business and Management Www.Iiste.Org ISSN, 5(6). https://www.researchgate.net/publication/340438323
Oğuz, G., & Karaca, Y. (2023). The Effect of Corporate Reputation on Perceived Risk and Repurchase Behavior in Digital Marketing. Journal of Business Research - Turk. https://doi.org/10.20491/isarder.2023.1764
Podnar, K., & Golob, U. (2017). The Quest for the Corporate Reputation Definition: Lessons from the Interconnection Model of Identity, Image, and Reputation. Corporate Reputation Review, 20(3–4), 186–192. https://doi.org/10.1057/s41299-017-0027-2
Putra, H. D., Kusumawati, A., Astuti, E. S., & Abdillah, Y. (2020). Effect of brand trust and commitment of a mobile wallet in Indonesia. Utopia y Praxis Latinoamericana, 25(Extra 2), 397–405. https://doi.org/10.5281/zenodo.3815290
Sabih, S. Z., & Mibody, M. E. (2024). Examining the impact of website reputation and quality on consumers’ emotions, risk perception and purchase intention in Iraq. New Applied Studies in Management, 7(4), 107–124. https://doi.org/10.22034/NASMEA.2024.197305
Saif, M. A. M., Hussin, N., Husin, M. M., Muneer, A., & Alwadain, A. (2024). Beyond conventions: Unravelling perceived value’s role in shaping digital-only banks’ adoption. Technological Forecasting and Social Change, 203. https://doi.org/10.1016/j.techfore.2024.123337
Salomo, O., Giriati, Syahputri, A., Malini, H., & Azazi, A. (2025). Do perceived risk and perceived value impact the adoption of cashless system? Journal of Management Science (JMAS), 8(1), 208–214. www.exsys.iocspublisher.org/index.php/JMAS
Saripudin, Djohar, A., Rohendi, D., & Abdullah, A. G. (2020). Developing information technology in opencourseware: From movements to opportunities in Asia. Indonesian Journal of Science and Technology, 5(3), 308–320. https://doi.org/10.17509/ijost.v5i3.24886
Schlegelmilch, B. B. (2016). Marketing: A Global Discipline. In Management for Professionals: Vol. Part F585. https://doi.org/10.1007/978-3-319-26279-6_1
Seetharaman, A., Nanda Kumar, K., Palaniappan, S., & Weber, G. (2017). Factors Influencing Behavioural Intention to Use the Mobile Wallet in Singapore. Journal of Applied Economics and Business Research, 7(2), 116–136.
Snoj, B., Pisnik Korda, A., & Mumel, D. (2004). The relationships among perceived quality, perceived risk and perceived product value. Journal of Product & Brand Management, 13(3), 156–167. https://doi.org/10.1108/10610420410538050
Solomon, M. R. (2018). Consumer Behavior Buying, Having, and Being (Twelfth Ed, Vol. 27, Issue 23). Pearson Education Limited.
Solomon, M. R., Marshall, G. W., & Stuart, E. W. (2023). Marketing: real people, real choices: Eleventh Edition. Pearson Education Limited.
Suroso, J. S., Bambang Budhijana, R., & Delfiani, R. I. (2018). The Effect Of Successful Enterprise Resource Planning (ERP) Systems On Employee Performance. International Conference on Orange Technologies (ICOT).
Suryani, T. (2013). Perilaku Konsumen: Implikasi pada Strategi Pemasaran (Edisi Pertama). Graha Ilmu.
Tam, J. L. M. (2012). The moderating role of perceived risk in loyalty intentions: An investigation in a service context. Marketing Intelligence and Planning, 30(1), 33–52. https://doi.org/10.1108/02634501211193903
Ting, H., Yacob, Y., Liew, L., & Lau, W. M. (2016). Intention to Use Mobile Payment System: A Case of Developing Market by Ethnicity. Procedia - Social and Behavioral Sciences, 224, 368–375. https://doi.org/10.1016/j.sbspro.2016.05.390
Walsh, G., Schaarschmidt, M., & Ivens, S. (2018). Assessing the effects of multichannel service provider corporate reputation on customer new product adoption and RFM value. Journal of Service Management, 29(4), 680–702. https://doi.org/10.1108/JOSM-08-2017-0211
Warlina, L., & Damayanty, L. E. D. (2021). The expansion and spatial pattern of shopping and tourism services facilities in north bandung region, indonesia. Indonesian Journal of Science and Technology, 6(2), 385–400. https://doi.org/10.17509/ijost.v6i2.35105
Wilson, A., Zeithaml, V. A., Bitner, M., & Gremler, D. D. (2016). Services marketing: integrating customer focus across the firm. McGraw-Hill Inc.,US.
Zeithaml, V. A., Bitner, M. J., & Gremler, D. D. (2018). Services marketing: Integrating Customer Focus Across the Firm. In Business Horizons (Vol. 51, Issue 3). McGraw-Hill Education. https://doi.org/10.1016/j.bushor.2008.01.008
Zhao, X., Deng, S., & Zhou, Y. (2017). The impact of reference effects on online purchase intention of agricultural products: The moderating role of consumers’ food safety consciousness. Internet Research, 27(2), 233–255. https://doi.org/10.1108/IntR-03-2016-0082
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