Understanding Mobile Payment Continuance in Indonesia: A Brand Equity Perspective Continuance Model
DOI:
https://doi.org/10.21512/commit.v16i1.7882Keywords:
M-Payment, Continuance Intention, Satisfaction, Perceived Usefulness, Perceived Ease of Use, Brand EquityAbstract
As the Indonesian government promotes cashless transactions, more and more efforts are put to make people adopt and keep using electronic money, including mobile payment (m-payment). The research focuses on investigating factors that influence people’s intention to keep using m-payment using two robust theories in the continuance intention: Technology of Acceptance Model (TAM) and Expectation Confirmation Model (ECM). Despite the robustness, the two models do not consider the user’s judgement of the issuer’s brand influence, which is reflected through its brand equity. Then, to fill this gap, A Continuance Model-Brand Equity Perspective (CMBEP) is proposed. The research applies a quantitative approach to validate the model. The data are collected using an online questionnaire to m-payment users. Then, Structural Equation Modelling (SEM) with SmartPLS software test the four hypotheses. Based on the analysis of 420 respondents, it is found that all the hypothesis is supported, and the model is validated. It shows the strongest to weakest relationships: perceived usefulness to satisfaction, perceived ease of use to satisfaction, satisfaction to continuance intention, and brand equity to continuance intention. The findings shed light on m-payment issuers for not only focusing on creating satisfaction for their users but also building a brand with strong equity.
Plum Analytics
References
R. K. Nisa, “Cegah korupsi, Mendagri dorong cashless transaction,” 2020. [Online]. Available: https://bit.ly/3tPLgZF
M. Al Amin, M. S. Arefin, M. S. Alam, and T. F. Rasul, “Understanding the predictors of rural customers’ continuance intention toward mobile banking services applications during the COVID-19 pandemic,” Journal of Global Marketing, pp. 1–24, 2021.
Bank Indonesia, “Jumlah uang elektronik beredar,” 2021. [Online]. Available: https: //www.bi.go.id/id/statistik/ekonomi-keuangan/ssp/uang-elektronik-jumlah.aspx
W. L. Shiau, Y. Yuan, X. Pu, S. Ray, and C. C. Chen, “Understanding fintech continuance: Perspectives from self-efficacy and ECT-IS theories,” Industrial Management & Data Systems, vol. 120, no. 9, pp. 1659–1689, 2020.
A. Susanto, Y. Chang, and Y. Ha, “Determinants of continuance intention to use the smartphone banking services: An extension to the expectation-confirmation model,” Industrial Management & Data Systems, vol. 116, no. 3, pp. 508–525, 2016.
Y. Sun and S. A. H. Havidz, “Factors impacting the intention to use m-payment,” in 2019 International Conference on Information Management and Technology (ICIMTech), vol. 1. Jakarta/Bali, Indonesia: IEEE, Aug. 19–20, 2019, pp. 290–294.
A. Gupta, A. Yousaf, and A. Mishra, “How preadoption expectancies shape post-adoption continuance intentions: An extended expectationconfirmation model,” International Journal of Information Management, vol. 52, pp. 1–13, 2020.
M. N. A. Rahman, S. N. A. S. Zamri, and L. K. Eu, “A meta-analysis study of satisfaction and continuance intention to use educational technology,” International Journal of Academic Research in Business and Social Sciences, vol. 7, no. 4, pp. 1059–1072, 2017.
A. A. Rabaa’i, S. A. ALmaati, and X. Zhu, “Students’ continuance intention to use Moodle: An expectation-confirmation model approach,” Interdisciplinary Journal of Information, Knowledge, and Management, vol. 16, pp. 397–434, 2021.
A. Putra, “Factors influencing the adoption of mcommerce in Indonesia: A study of TAM and TPB integration model,” Master’s thesis, University Institute of Lisbon, 2018.
D. Cyr, M. Head, and A. Ivanov, “Design aesthetics leading to m-loyalty in mobile commerce,” Information & management, vol. 43, no. 8, pp. 950–963, 2006.
A. A. Rabaa’i and S. A. ALMaati, “Exploring the determinants of users’ continuance intention to use mobile banking services in Kuwait: Extending the expectation-confirmation model,” Asia Pacific Journal of Information Systems, vol. 31, no. 2, pp. 141–184, 2021.
P. Raman and K. Aashish, “To continue or not to continue: A structural analysis of antecedents of mobile payment systems in India,” International Journal of Bank Marketing, vol. 39, no. 2, pp. 242–271, 2021.
M. F. Johar, A. F. Alwie, and Jahrizal, “Pengaruh pemasaran relasional dan harga terhadap kepuasan dan loyalitas pelanggan Tokopedia pada mahasiswa Fakultas Ekonomi dan Bisnis Universitas Riau tahun akademik 2017-2018,” Jurnal Tepak Manajemen Bisnis, vol. 10, no. 4, pp. 776–788, 2018.
D. Darmawan, “The effect of brand experience on brand trust and brand loyalty,” Translitera: Jurnal Kajian Komunikasi dan Studi Media, vol. 7, no. 2, pp. 13–24, 2018.
F. B. Franque, T. Oliveira, C. Tam, and F. D. O. Santini, “A meta-analysis of the quantitative studies in continuance intention to use an information system,” Internet Research, vol. 31, no. 1, pp. 123–158, 2020.
T. T. Le, H. M. Pham, N. H. Chu, D. K. Nguyen, and H. M. Ngo, “Factors affecting users’ continuance intention towards mobile banking in Vietnam,” American Journal of Multidisciplinary Research & Development (AJMRD), vol. 2, no. 4, pp. 42–51, 2020.
Y. Y. Cao, X. H. Qin, J. J. Li, Q. Q. Long, and B. Hu, “Exploring seniors’ continuance intention to use mobile social network sites in China: A cognitive-affective-conative model,” Universal Access in the Information Society, vol. 21, pp. 71–92, 2020.
K. Ladkoom and B. Thanasopon, “Factors influencing reuse intention of e-payment in Thailand: A case study of PromptPay,” in Proceedings of the 22nd International Conference on Enterprise Information Systems (ICEIS 2020), vol. 1, 2020, pp. 743–750.
E. Fernando, Surjandy, Meyliana, and D. Touriano, “Development and validation of instruments adoption FinTech services in Indonesia (Perspective of trust and risk),” in 2018 International Conference on Sustainable Information Engineering and Technology (SIET). Malang, Indonesia: IEEE, Nov. 10–12, 2018, pp. 283–287.
Meyliana, E. Fernando, and Surjandy, “The influence of perceived risk and trust in adoption of fintech services in Indonesia,” CommIT (Communication and Information Technology) Journal, vol. 13, no. 1, pp. 31–37, 2019.
N. H. Quan, N. T. K. C. Chi, D. T. H. Nhung, N. T. K. Ngan, and L. T. Phong, “The influence of website brand equity, e-brand experience on e-loyalty: The mediating role of e-satisfaction,” Management Science Letters, vol. 10, no. 1, pp. 63–76, 2020.
C. Poromatikul, P. De Maeyer, K. Leelapanyalert, and S. Zaby, “Drivers of continuance intention with mobile banking apps,” International Journal of Bank Marketing, vol. 38, no. 1, pp. 242–262, 2020.
D. A. Aaker, “Measuring brand equity across products and markets.” California Management Review, vol. 38, no. 3, pp. 102–120, 1996.
Z. Qorbani, H. Koosha, and M. Bagheri, “The impact of brand equity on customer equity,” in 2019 15th Iran International Industrial Engineering Conference (IIIEC). Yazd, Iran: IEEE, Jan. 23–24, 2019, pp. 212–222.
T. J. Larsen, A. M. Sørebø, and Ø. Sørebø, “The role of task-technology fit as users’ motivation to continue information system use,” Computers in Human Behavior, vol. 25, no. 3, pp. 778–784, 2009.
H. H. Chang, C. Y. Huang, C. S. Fu, and M. T. Hsu, “The effects of innovative, consumer and social characteristics on willingness to try nanofoods: Product uncertainty as a moderator,” Information Technology & People, vol. 30, no. 3, pp. 653–690, 2017.
G. Q. Eltin, “Pengaruh kepercayaan, persepsi kegunaan, dan persepsi kemudahan penggunaan terhadap niat berperilaku dalam mengadopsi Financial Technology (Fintech),” Bachelor’s thesis, Fakultas Ekonomi dan Bisnis, Universitas Lampung, 2019.
L. P. Choo, G. K. Sidhu, and C. Y. Fook, “Investigating ESL students’ writing performance in the pre-diploma English language preparatory course,” in International Conference on Advanced Research in Business and Social Sciences 2015, Kuala Lumpur, Malaysia, Sept. 2–3, 2015, pp. 229–238.
P. G. Schierz, O. Schilke, and B. W. Wirtz, “Understanding consumer acceptance of mobile payment services: An empirical analysis,” Electronic Commerce Research and Applications, vol. 9, no. 3, pp. 209–216, 2010.
N. Singh, N. Sinha, and F. J. Li´ebana-Cabanillas, “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, vol. 50, pp. 191–205, 2020.
A. D. Santosa, N. Taufik, F. H. E. Prabowo, and M. Rahmawati, “Continuance intention of baby boomer and X generation as new users of digital payment during COVID-19 pandemic using UTAUT2,” Journal of Financial Services Marketing, vol. 26, no. 4, pp. 259–273, 2021.
E. Park, “User acceptance of smart wearable devices: An expectation-confirmation model approach,” Telematics and Informatics, vol. 47, pp. 1–11, 2020.
B. Foroughi, M. Iranmanesh, and S. S. Hyun, “Understanding the determinants of mobile banking continuance usage intention,” Journal of Enterprise Information Management, vol. 32, no. 6, pp. 1015–1033, 2019.
M. Ashfaq, J. Yun, S. Yu, and S. M. C. Loureiro, “I, chatbot: Modeling the determinants of users’ satisfaction and continuance intention of AIpowered service agents,” Telematics and Informatics, vol. 54, pp. 1–17, 2020.
A. Bhattacherjee, “Understanding information systems continuance: An expectationconfirmation model,” MIS Quarterly, vol. 25, no. 3, pp. 351–370, 2001.
D. M. Nguyen, Y. T. H. Chiu, and H. D. Le, “Determinants of continuance intention towards banks’ chatbot services in Vietnam: A necessity for sustainable development,” Sustainability, vol. 13, pp. 1–24, 2021.
X. Gong, C. M. K. Cheung, K. Z. K. Zhang, C. Chen, and M. K. O. Lee, “Cross-side network effects, brand equity, and consumer loyalty: Evidence from mobile payment market,” International Journal of Electronic Commerce, vol. 24, no. 3, pp. 279–304, 2020.
K. Garrouch, “Does the reputation of the provider matter? A model explaining the continuance intention of mobile wallet applications,” Journal of Decision Systems, vol. 30, no. 2-3, pp. 150–171, 2021.
M. Hafez, “The impact of social media marketing activities on brand equity in the banking sector in Bangladesh: The mediating role of brand love and brand trust,” International Journal of Bank Marketing, vol. 39, no. 7, pp. 1353–1376, 2021.
X. Chen and H. Qasim, “Does e-brand experience matter in the consumer market? Explaining the impact of social media marketing activities on consumer-based brand equity and love,” Journal of Consumer Behaviour, vol. 20, no. 5, pp. 1065–1077, 2021.
D. Ball, P. Sim˜oes Coelho, and A. Mach´as, “The role of communication and trust in explaining customer loyalty: An extension to the ECSI model,” European Journal of Marketing, vol. 38, no. 9/10, pp. 1272–1293, 2004.
C. Tam, D. Santos, and T. Oliveira, “Exploring the influential factors of continuance intention to use mobile apps: Extending the expectation confirmation model,” Information Systems Frontiers, vol. 22, no. 1, pp. 243–257, 2020.
C. M. Annur, “Survei: OVO rajai pangsa pasar e-wallet Indonesia pada 2020,” 2021. [Online]. Available: https://bit.ly/3JQjv91
N. Pe˜na-Garc´ıa, I. Gil-Saura, A. Rodr´ıguez-Orejuela, and J. R. Siqueira-Junior, “Purchase intention and purchase behavior online: A crosscultural approach,” Heliyon, vol. 6, no. 6, pp. 1–11, 2020.
C. M. Annur, “Ada 91 juta pengguna Instagram di Indonesia, mayoritas usia berapa?” 2021. [Online]. Available: https://bit.ly/3Nz8gUA
I. Ghozali and H. Latan, Partial least squares konsep, teknik dan aplikasi menggunakan program SmartPLS 3.0 untuk penelitian empiris. Semarang: Badan Penerbit UNDIP, 2015.
J. F. Hair Jr, G. T. M. Hult, C. M. Ringle, and M. Sarstedt, A primer on Partial Least Squares Structural Equation Modeling (PLSSEM). Thousand Oaks: SAGE publications, 2014.
Downloads
Published
Issue
Section
License
Copyright (c) 2022 Raden Roro Fosa Sarassina
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
a. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License - Share Alike that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
b. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
c. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
USER RIGHTS
All articles published Open Access will be immediately and permanently free for everyone to read and download. We are continuously working with our author communities to select the best choice of license options, currently being defined for this journal as follows: Creative Commons Attribution-Share Alike (CC BY-SA)