Social influence, financial benefit, and e-wallet multi-brand loyalty: The mediating impact of commitment

References

• Adisty, N. (2022). Pengguna Dompet Digital di Indonesia Kian Tinggi, Mana yang Paling Banyak Digemari?. GoodStats. https://goodstats.id/article/penggunaan-dompet-digital-di-indonesia-kian-tinggi-dompet-digital-apa-paling-banyak-digunakan-0C7Nx
   Google Scholar
• Ali, G., Sandran, T., Ganesan, Y., & Iranmanesh, M. (2022). Technology in society go cashless! Determinants of continuance intention to use E-wallet apps: A hybrid approach using PLS-SEM and fsQCA. Technology in Society, 68, 101937. https://doi.org/10.1016/j.techsoc.2022.101937
   Web of Science ®Google Scholar
• Almeida-Santana, A., & Moreno-Gil, S. (2017). New trends in information search and their influence on destination loyalty: Digital destinations and relationship marketing. Journal of Destination Marketing & Management, 6(2), 150–19. https://doi.org/10.1016/j.jdmm.2017.02.003
   Web of Science ®Google Scholar
• Almeida-Santana, A., & Moreno-Gil, S. (2018). Understanding tourism loyalty: Horizontal vs. destination loyalty. Tourism Management, 65, 245–255. https://doi.org/10.1016/j.tourman.2017.10.011
   Web of Science ®Google Scholar
• Amoroso, D. L., & Ackaradejruangsri, P. (2018). The mobile wallet explosion in Thailand: Factors towards predicting consumer loyalty. Asia Pacific Journal of Information Systems, 28(4), 290–307. https://doi.org/10.14329/APJIS.2018.28.4.290
   Google Scholar
• Andreassen, T. W., Lervik-Olsen, L., Snyder, H., Van Riel, A. C. R., Sweeney, J. C., & Van Vaerenbergh, Y. (2018). Business model innovation and value-creation: The triadic way. Journal of Service Management, 29(5), 883–906. https://doi.org/10.1108/JOSM-05-2018-0125
   Web of Science ®Google Scholar
• Anisimova, T., Weiss, J., & Mavondo, F. (2019). The influence of corporate brand perceptions on consumer satisfaction and loyalty via controlled and uncontrolled communications: A multiple mediation analysis. Journal of Consumer Marketing, 36(1), 33–49. https://doi.org/10.1108/JCM-05-2017-2199
   Web of Science ®Google Scholar
• Arifine, G., Felix, R., & Furrer, O. (2019). Multi-brand loyalty in consumer markets: A qualitatively-driven mixed methods approach. European Journal of Marketing, 53(11), 2419–2450. https://doi.org/10.1108/EJM-07-2017-0474
   Web of Science ®Google Scholar
• Atinc, G., Simmering, M. J., & Kroll, M. (2012). Control variable use and reporting in macro and micro management research. Organizational Research Methods, 15(1), 57–74. https://doi.org/10.1177/1094428110397773
   Web of Science ®Google Scholar
• Au, Y. A., & Kauffman, R. J. (2008). The economics of mobile payments: Understanding stakeholder issues for an emerging financial technology application. Electronic Commerce Research and Applications, 7(2), 141–164. https://doi.org/10.1016/j.elerap.2006.12.004
   Web of Science ®Google Scholar
• Barroso, M., & Laborda, J. (2022). Digital transformation and the emergence of the Fintech sector: Systematic literature review. Digital Business, 2(2), 100028. https://doi.org/10.1016/j.digbus.2022.100028
   Google Scholar
• Bhati, R., & Verma, H. V. (2020). Antecedents of customer brand advocacy: A meta-analysis of the empirical evidence. Journal of Research in Interactive Marketing, 14(2), 153–172. https://doi.org/10.1108/JRIM-12-2018-0165
   Web of Science ®Google Scholar
• Cachero-Martínez, S., & Vázquez-Casielles, R. (2021). Building consumer loyalty through e-shopping experiences: The mediating role of emotions. Journal of Retailing and Consumer Services, 60(February), 1–10. https://doi.org/10.1016/j.jretconser.2021.102481
   Google Scholar
• Canals, C. (2019, September 16). The emergence of the middle class: An emerging-country phenomenon. Caixa Bank Research. https://www.caixabankresearch.com/en/economics-markets/labour-market-demographics/emergence-middle-class-emerging-country-phenomenon
   Google Scholar
• Cen, Y., & Li, L. (2020). Effects of network externalities on user loyalty to online B2B platforms: An empirical study. Journal of Enterprise Information Management, 33(2), 309–334. https://doi.org/10.1108/JEIM-02-2019-0050
   Web of Science ®Google Scholar
• Central Bureau of Statistics Indonesia. (2021). Indonesia Monthly Income Average 2020-2021. https://www.bps.go.id/indicator/19/1521/1/rata-rata-upah-gaji.html
   Google Scholar
• Cheng, C. Y., Hanek, K. J., Odom, A. C., & Lee, F. (2021). Divided loyalties: Identity integration and cultural cues predict ingroup favoritism among biculturals. International Journal of Intercultural Relations, 80, 321–335. https://doi.org/10.1016/j.ijintrel.2020.10.003
   Web of Science ®Google Scholar
• Cheung, M. L., Rosenberger, P. J., & Paulo, S. (2020). Driving consumer–brand engagement and co-creation by brand interactivity. Marketing Intelligence & Planning, 38(4), 523–541. https://doi.org/10.1108/MIP-12-2018-0587
   Web of Science ®Google Scholar
• Chin, W. W. (1998). The partial least squares approach to structural formula modeling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295–336). Lawrence Erlbaum Associates Publishers.
   Google Scholar
• Collinson, P. (2013, September 7). Switching banks: Why are we more loyal to our bank than to a partner? The Guardian. https://www.theguardian.com/money/2013/sep/07/switching-banks-seven-day
   Google Scholar
• Dapena, M., Thomas, B., & Lin, W. G. (2020). Heart, head, and hand: A tripartite conceptualization, operationalization, and examination of brand loyalty. Journal of Brand Management, 27(3), 355–375. https://doi.org/10.1057/s41262-019-00185-3
   Web of Science ®Google Scholar
• Databoks. (2021). Kebutuhan Pembayaran Digital Jadi Faktor Utama Masyarakat RI Pakai E-Wallet. https://databoks.katadata.co.id/datapublish/2021/07/14/kebutuhan-pembayaran-digital-jadi-faktor-utama-masyarakat-ri-pakai-e-wallet
   Google Scholar
• Davis-Sramek, B., Droge, C., Mentzer, J. T., & Myers, M. B. (2009). Creating commitment and loyalty behavior among retailers: What are the roles of service quality and satisfaction? Journal of the Academy of Marketing Science, 37(4), 440–454. https://doi.org/10.1007/s11747-009-0148-y
   Web of Science ®Google Scholar
• Dawes, J. (2014). Cigarette brand loyalty and purchase patterns: An examination using US consumer panel data. Journal of Business Research, 67(9), 1933–1943. https://doi.org/10.1016/j.jbusres.2013.11.014
   Web of Science ®Google Scholar
• Dharmasaputra, K. (2020). Bos OVO: Promo cashback Dongkrak Penjualan 20-30 Persen. Bisnis.Com. https://finansial.bisnis.com/read/20201002/563/1299769/bos-ovo-promo-cashback-dongkrak-penjualan-20-30-persen
   Google Scholar
• DigitalBisa. (2021). Mampukah E-Wallet Asing Menyaingi E-Wallet Lokal?. https://digitalbisa.id/artikel/mampukah-e-wallet-asing-menyaingi-e-wallet-lokal-faktanya-pemain-lokal-mendominasi-HMmMx
   Google Scholar
• Dioko, L. A. N., So, S. I., & Harrill, R. (2013). Hotel category switching behavior – evidence of mobility, stasis or loyalty. International Journal of Hospitality Management, 34(1), 234–244. https://doi.org/10.1016/j.ijhm.2013.04.002
   Google Scholar
• Doherty, S., & Nelson, R. (2008). Customer loyalty to food retailers in Northern Ireland: “devoted loyals” or “promiscuous switchers”? International Journal of Consumer Studies, 32(4), 349–355. https://doi.org/10.1111/j.1470-6431.2007.00641.x
   Web of Science ®Google Scholar
• Eisenbeiss, M., Wilken, R., Skiera, B., & Cornelissen, M. (2015). What makes deal-of-the-day promotions really effective? The interplay of discount and time constraint with product type. International Journal of Research in Marketing, 32(4), 387–397. https://doi.org/10.1016/j.ijresmar.2015.05.007
   Web of Science ®Google Scholar
• El Banna, A., Papadopoulos, N., Murphy, S. A., Rod, M., & Rojas-Méndez, J. I. (2018). Ethnic identity, consumer ethnocentrism, and purchase intentions among bi-cultural ethnic consumers: “divided loyalties” or “dual allegiance”? Journal of Business Research, 82, 310–319. https://doi.org/10.1016/j.jbusres.2017.09.010
   Web of Science ®Google Scholar
• Eloksari, E. A. (2020).No discounts, no problem: E-wallet users stick around despite less cash back. The Jakarta Post. Accessed 20 January 2022. https://www.thejakartapost.com/news/2020/02/14/no-discounts-no-problem-e-wallet-users-stick-around-despite-less-cash-back.html
   Google Scholar
• Felix, R. (2014). Multi-brand loyalty: When one brand is not enough. Qualitative Market Research: An International Journal, 17(4), 464–480. https://doi.org/10.1108/QMR-11-2012-0053
   Google Scholar
• Fullerton, G. (2005). How commitment both enables and undermines marketing relationships. European Journal of Marketing, 39(11–12), 1372–1388. https://doi.org/10.1108/03090560510623307
   Web of Science ®Google Scholar
• Gentry, L., & Kalliny, M. (2008). Consumer loyalty: A synthesis, conceptual framework, and research propositions. Journal of American Academy of Business, 14(1), 1–9. https://doi.org/10.25300/MISQ/2013/37.2.09
   Google Scholar
• Ghozali, I., & Latan, H. (2015). Partial least squares: Konsep, Teknik, dan Aplikasi Menggunakan Program SmartPLS 3.0 untuk Penelitian Empiris (2nd ed.). Badan Penerbit Universitas Diponegoro.
   Google Scholar
• Gong, M., Xu, M., Luqman, A., Yu, L., & Masood, A. (2020). Understanding the role of individual differences in mobile SNS addiction. Kybernetes, 49(12), 3069–3097. https://doi.org/10.1108/K-05-2019-0367
   Web of Science ®Google Scholar
• Hair, J., Black, W., Babin, B., & Anderson, R. (2014). Multivariate data analysis (7th ed.). Pearson Education Limited.
   Google Scholar
• Han, H., Kim, Y., & Kim, E. K. (2011). Cognitive, affective, conative, and action loyalty: Testing the impact of inertia. International Journal of Hospitality Management, 30(4), 1008–1019. https://doi.org/10.1016/j.ijhm.2011.03.006
   Web of Science ®Google Scholar
• Haruvy, E., & Prasad, A. (1998). Optimal product strategies in the presence of network externalities. Information Economics and Policy, 10(4), 489–499. https://doi.org/10.1016/S0167-6245(98)00014-6
   Google Scholar
• Heinzen, T., & Goodfriend, W. (2021). Social psychology (2nd ed.). SAGE Vantage.
   Google Scholar
• 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(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
   Web of Science ®Google Scholar
• IDN. (2020). Indonesia millennial report. IDN Research Institute. https://www.idntimes.com/indonesiamillennialreport2019
   Google Scholar
• International Data Corporation. (2022). Lonjakan Pengguna E-Wallet di RI Harus Diantisipasi Penyedia Layanan. CNN Indonesia. https://www.cnnindonesia.com/teknologi/20220225133939-185-764047/lonjakan-pengguna-e-wallet-di-ri-harus-diantisipasi-penyedia-layanan
   Google Scholar
• IPSOS. (2020). Studi: 68 Persen Pengguna Dompet Digital adalah Milenial. Kompas. https://money.kompas.com/read/2020/02/12/131300826/studi–68-persen-pengguna-dompet-digital-adalah-milenial
   Google Scholar
• Jacoby, J., & Kyner, D. B. (1973). Brand loyalty vs. repeat purchasing behavior. Journal of Marketing Research, 10(1), 1–9. https://doi.org/10.1177/002224377301000101
   Web of Science ®Google Scholar
• Jamshidi, D., Keshavarz, Y., Kazemi, F., & Mohammadian, M. (2018). Mobile banking behavior and flow experience: An integration of utilitarian features, hedonic features and trust. International Journal of Social Economics, 45(1), 57–81. https://doi.org/10.1108/IJSE-10-2016-0283
   Web of Science ®Google Scholar
• Jordan, P. J., & Troth, A. C. (2020). Common method bias in applied settings: The dilemma of researching in organizations. Australian Journal of Management, 45(1), 3–14. https://doi.org/10.1177/0312896219871976
   Web of Science ®Google Scholar
• Juniper Research. (2022). Digital Wallet Users to Exceed 5.2 Billion Globally by 2026, as Digitisation Accelerates Cashless Transition. https://www.juniperresearch.com/press/digital-wallet-users-exceed-5bn-globally-2026?ch=e-walletrate
   Google Scholar
• Katz, M. L., Shapiro, C., American, T., Review, E., & Jun, N. (1985). Network externalities: Competition and compatibility. The American Economic Review, 75(3), 424–440.
   Web of Science ®Google Scholar
• Khan, I., Hollebeek, L. D., Fatma, M., Islam, J. U., & Rahman, Z. (2020). Brand engagement and experience in online services. Journal of Services Marketing, 34(2), 163–175. https://doi.org/10.1108/JSM-03-2019-0106
   Web of Science ®Google Scholar
• Kirmani, A., & Rosellina, F. (2017). Social influence in marketing: How other people influence consumer information processing and decision making. In S. Harkins, K. Williams, & J. Burger (Eds.), Oxford handbooks online. https://doi.org/10.1093/oxfordhb/9780199859870.013.20
   Google Scholar
• Knox, S. (1998). Loyalty-based segmentation and the customer development process. European Management Journal, 16(6), 729–737. https://doi.org/10.1016/S0263-2373(98)00049-8
   Google Scholar
• Koo, B., Yu, J., & Han, H. (2020). The role of loyalty programs in boosting hotel guest loyalty: Impact of switching barriers. International Journal of Hospitality Management, 84, 102328. https://doi.org/10.1016/j.ijhm.2019.102328
   Web of Science ®Google Scholar
• Kumar, A., Adlakaha, A., & Mukherjee, K. (2018). The effect of perceived security and grievance redressal on continuance intention to use M-wallets in a developing country. International Journal of Bank Marketing, 36(7), 1170–1189. https://doi.org/10.1108/IJBM-04-2017-0077
   Web of Science ®Google Scholar
• Kumar, S., Dhir, A., Talwar, S., Chakraborty, D., & Kaur, P. (2021). What drives brand love for natural products? The moderating role of household size. Journal of Retailing and Consumer Services, 58, 102329. https://doi.org/10.1016/j.jretconser.2020.102329
   Web of Science ®Google Scholar
• Kumar, V., & Kaushik, A. K. (2020). Does experience affect engagement? Role of destination brand engagement in developing brand advocacy and revisit intentions. Journal of Travel & Tourism Marketing, 37(3), 332–346. https://doi.org/10.1080/10548408.2020.1757562
   Web of Science ®Google Scholar
• Lau, Y. (2022). China’s generation ‘DINK’—double income, no kids—is feeding a demographic time bomb that threatens to upend economic stability. Fortune. https://fortune.com/2022/09/17/china-generation-dink-double-income-no-kids-economic-stability/
   Google Scholar
• Leimeister, J. M., Österle, H., & Alter, S. (2014). Digital services for consumers. Electronic Markets, 24(4), 255–258. https://doi.org/10.1007/s12525-014-0174-6
   Web of Science ®Google Scholar
• Liang, D., Ma, Z., & Qi, L. (2013). Service quality and customer switching behavior in China’s mobile phone service sector. Journal of Business Research, 66(8), 1161–1167. https://doi.org/10.1016/j.jbusres.2012.03.012
   Web of Science ®Google Scholar
• Loureiro, S. M. C., & Sarmento, E. M. (2018). Enhancing brand equity through emotions and experience: The banking sector. International Journal of Bank Marketing, 36(5), 868–883. https://doi.org/10.1108/IJBM-03-2017-0061
   Web of Science ®Google Scholar
• Lu, J., Liu, Z., & Fang, Z. (2016). Hedonic products for you, utilitarian products for me. Judgment and Decision Making, 11(4), 332–341. https://doi.org/10.1017/S1930297500003764
   Web of Science ®Google Scholar
• Madjid, A. A., & Partners. (2019). Benarkah Dompet Digital Malah Bikin Boros? DetikFinance. https://finance.detik.com/perencanaan-keuangan/d-4767844/benarkah-dompet-digital-malah-bikin-boros-2
   Google Scholar
• Mehrabian, A., & Russell, J. A. (1974). An approach to environmental psychology. The MIT Press.
   Google Scholar
• Mellens, M., Dekimpe, M., & Steenkamp, J. B. E. M. (1996). A review of brand-loyalty measures in marketing. Tijdschrift voor Economie en Management, 4, 507–533.
   Google Scholar
• Miah, M. D., Kabir, M. N., & Safiullah, M. (2020). Switching costs in Islamic banking: The impact on market power and financial stability. Journal of Behavioral and Experimental Finance, 28, 100409. https://doi.org/10.1016/j.jbef.2020.100409
   Web of Science ®Google Scholar
• Mithas, S., Tafti, A., & Mitchell, W. (2013). How a firm’s competitive environment and digital strategic posture influence digital business strategy. MIS Quarterly, 37(2), 511–536. https://doi.org/10.25300/MISQ/2013/37.2.09
   Web of Science ®Google Scholar
• Myers, D. G. (2010). Social psychology (10th ed.). McGraw-Hill.
   Google Scholar
• Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). McGraw-Hill.
   Google Scholar
• Oliver, R. L. (1999). Whence consumer loyalty? Journal of Marketing, 63(4_suppl1), 33–44. https://doi.org/10.1177/00222429990634s105
   Google Scholar
• Olson, J., & Jacoby, J. (1974). Measuring multi-brand loyalty. Advances in Consumer Research, 1, 447–448.
   Google Scholar
• Pam, N. (2013). Social pressure. Psychology Dictionary. Retrieved October 11, 2022, from https://psychologydictionary.org/social-pressure/
   Google Scholar
• Purani, K., Kumar, D. S., & Sahadev, S. (2019). E-Loyalty among millennials: Personal characteristics and social influences. Journal of Retailing and Consumer Services, 48, 215–223. https://doi.org/10.1016/j.jretconser.2019.02.006
   Web of Science ®Google Scholar
• Qasim, H., & Abu-Shanab, E. (2016). Drivers of mobile payment acceptance: The impact of network externalities. Information Systems Frontiers, 18(5), 1021–1034. https://doi.org/10.1007/s10796-015-9598-6
   Web of Science ®Google Scholar
• Qayyum, A., Khang, D. B., & Krairit, D. (2013). An analysis of the antecedents of loyalty and the moderating role of customer demographics in an emerging mobile phone industry. International Journal of Emerging Markets, 8(4), 373–391. https://doi.org/10.1108/IJoEM-02-2011-0019
   Google Scholar
• Quoquab, F., Yasin, N. M., & Dardak, R. A. (2014). A qualitative inquiry of multi-brand loyalty: Some propositions and implications for mobile phone service providers. Asia Pacific Journal of Marketing & Logistics, 26(2), 250–271. https://doi.org/10.1108/APJML-02-2013-0023
   Google Scholar
• Randall, D. M., & O’driscoll, M. P. (1997). Affective versus calculative commitment: Human resource implications. The Journal of Social Psychology, 137(5), 606–617. https://doi.org/10.1080/00224549709595482
   Web of Science ®Google Scholar
• Raphel, M., & Raphel, N. (1996). Up the loyalty ladder: Turning sometime customers into full-time advocates of your business. HarperCollins Publisher.
   Google Scholar
• Sahelices-Pinto, C., Lanero-Carrizo, A., & Vázquez-Burguete, J. L. (2021). Self-determination, clean conscience, or social pressure? Underlying motivations for organic food consumption among young millennials. Journal of Consumer Behaviour, 20(2), 449–459. https://doi.org/10.1002/cb.1875
   Web of Science ®Google Scholar
• Şahin, A., Kitapçi, H., & Zehir, C. (2013). Creating commitment, trust and satisfaction for a brand: What is the role of switching costs in mobile phone market? Procedia - Social & Behavioral Sciences, 99, 496–502. https://doi.org/10.1016/j.sbspro.2013.10.518
   Google Scholar
• Sahoo, D., & Pillai, S. (2017). Role of mobile banking servicescape on customer attitude and engagement: An empirical investigation in India. International Journal of Bank Marketing, 35(7), 1115–1132. https://doi.org/10.1108/IJBM-09-2015-0144
   Web of Science ®Google Scholar
• Samudro, A., Susanti, V., & Wright, L. T. (2021). The model development of industrial brand loyalty: Assessing the rational and emotional aspects as antecedents of loyalty. Cogent Business & Management, 8(1). https://doi.org/10.1080/23311975.2021.1896871
   Web of Science ®Google Scholar
• Schepers, J., & Nijssen, E. J. (2018). Brand advocacy in the frontline: How does it affect customer satisfaction? Journal of Service Management, 29(2), 230–252. https://doi.org/10.1108/JOSM-07-2017-0165
   Web of Science ®Google Scholar
• Sengupta, A. (2023, January 25). Millennials at forefront of online finance products, contribute 44% of total lending: Report. The Economic Times. https://bfsi.economictimes.indiatimes.com/news/fintech/millennials-at-forefront-of-online-finance-products-contribute-44-of-total-lending-report/97308820
   Google Scholar
• Shahid, S., Islam, J. U., Malik, S., & Hasan, U. (2022). Examining consumer experience in using m-banking apps: A study of its antecedents and outcomes. Journal of Retailing and Consumer Services, 65, 102870. https://doi.org/10.1016/j.jretconser.2021.102870
   Web of Science ®Google Scholar
• Sikarwar, T. S. (2019). Social influence and individual financial behavior for digital banking: A causal study. International Journal of Accounting and Financial Reporting, 9(4), 242–259. https://doi.org/10.5296/ijafr.v9i4.15905
   Google Scholar
• Singh, S., & Srivastava, R. K. (2020). Understanding the intention to use mobile banking by existing online banking customers: An empirical study. Journal of Financial Services Marketing, 25(3–4), 86–96. https://doi.org/10.1057/s41264-020-00074-w
   Web of Science ®Google Scholar
• Snapchart. (2021, April 3). Survei Snapcart: ShopeePay Tumbuh Pesat Selama Kuartal I-2021. Marketeers. https://www.marketeers.com/survei-snapcart-shopeepay-tumbuh-pesat-selama-kuartal-i-2021/
   Google Scholar
• Sudjatmiko, E. (2020, February 12). Study points to go-pay having highest organic users in Indonesia. ANTARA. https://en.antaranews.com/news/141266/study-points-to-go-pay-having-highest-organic-users-in-indonesia
   Google Scholar
• Sugiyono. (2018). Metode Penelitian Kuantitatif. Alfabeta.
   Google Scholar
• Tamara, D., Roesmawi, F., Febria, H., & Ariesta, I. D. (2020). Customer loyalty indicator of mobile payment application in the financial service industry: A study of LinkAja. International Journal of Scientific Research and Management, 8(1), 1527–1539. https://doi.org/10.18535/ijsrm/v8i01.em05
   Google Scholar
• Teng, S., & Khong, K. W. (2021). Examining actual consumer usage of E-wallet: A case study of big data analytics. Computers in Human Behavior, 121, 106778. https://doi.org/10.1016/j.chb.2021.106778
   Web of Science ®Google Scholar
• Tun, P. M. (2020). An investigation of factors influencing intention to use Mobile wallets of Mobile Financial Services Providers in Myanmar. The Asian Journal of Technology Management, 13(2), 129–144. https://doi.org/10.12695/ajtm.2020.13.2.3
   Google Scholar
• Turri, A. M., Smith, K. H. & Kemp, E. (2013). Developing affective brand commitment through social media. Journal of Electronic Commerce Research, 14(3), 201–214.
   Web of Science ®Google Scholar
• Uncles, M. D., Wang, C. R., & Kwok, S. (2010). A temporal analysis of behavioural brand loyalty among urban Chinese consumers. Journal of Marketing Management, 26(9–10), 921–942. https://doi.org/10.1080/02672570903441454
   Google Scholar
• Ursachi, G., Horodnic, I. A., & Zait, A. (2015). How reliable are measurement scales? External factors with indirect influence on reliability estimators. Procedia Economics and Finance, 20(15), 679–686. https://doi.org/10.1016/S2212-5671(15)00123-9
   Google Scholar
• Valent, E. (2019, December 5). Perang sengit penyedia layanan e-wallet. Kompasiana. https://www.kompasiana.com/elsavalentine/5de88092097f367a6631d1c2/perang-sengit-penyedia-layanan-e-wallet
   Google Scholar
• Vana, P., Lambrecht, A., & Bertini, M. (2018). Cashback is cash forward: Delaying a discount to entice future spending. Journal of Marketing Research, 55(6), 852–868. https://doi.org/10.1177/0022243718811853
   Web of Science ®Google Scholar
• Van Veldhoven, Z., & Vanthienen, J. (2021). Digital transformation as an interaction-driven perspective between business, society, and technology. Electronic Markets, 32(2), 629–644. https://doi.org/10.1007/s12525-021-00464-5
   PubMed Web of Science ®Google Scholar
• Vilkaite-Vaitone, N., & Skackauskiene, I. (2020). Service customer loyalty: An evaluation based on loyalty factors. Sustainability (Switzerland), 12(6), 2260. https://doi.org/10.3390/su12062260
   Web of Science ®Google Scholar
• Wei, M. F., Luh, Y. H., Huang, Y. H., & Chang, Y. C. (2021). Young generation’s mobile payment adoption behavior: Analysis based on an extended UTAUT model. Journal of Theoretical & Applied Electronic Commerce Research, 16(1), 1–20. https://doi.org/10.3390/jtaer16010001
   Google Scholar
• Wilk, V., Soutar, G., & Harrigan, P. (2021). Online brand advocacy and brand loyalty: A reciprocal relationship? Asia Pacific Journal of Marketing & Logistics, 33(10), 1977–1993. https://doi.org/10.1108/APJML-05-2020-0303
   Web of Science ®Google Scholar
• 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, 7(2), 100170. https://doi.org/10.1016/j.jik.2022.100170
   Web of Science ®Google Scholar
• Wu, Y. L., Tao, Y. H., Li, C. P., Wang, S. Y., & Chiu, C. Y. (2014). User-switching behavior in social network sites: A model perspective with drill-down analyses. Computers in Human Behavior, 33, 92–103. https://doi.org/10.1016/j.chb.2013.12.030
   Web of Science ®Google Scholar
• Yanamandram, V., & White, L. (2010). Are inertia and calculative commitment distinct constructs? An empirical study in the financial services sector. International Journal of Bank Marketing, 28(7), 569–584. https://doi.org/10.1108/02652321011085202
   Google Scholar
• Yang, M., Al Mamun, A., Mohiuddin, M., Nawi, N. C., & Zainol, N. R. (2021). Cashless transactions: A study on intention and adoption of e-wallets. Sustainability, 13(2), 1–18. https://doi.org/10.3390/su13020831
   Web of Science ®Google Scholar
• Yuan, X., Li, C., Zhao, K., & Xu, X. (2021). The changing patterns of consumers’ behavior in China: A comparison during and after the COVID-19 pandemic. International Journal of Environmental Research and Public Health, 18(5), 1–20. https://doi.org/10.3390/ijerph18052447
   Web of Science ®Google Scholar
• Zhang, Q., Gangwar, M., & Seetharaman, P. B. (2017). Polygamous store loyalties: An empirical investigation. Journal of Retailing, 93(4), 477–492. https://doi.org/10.1016/j.jretai.2017.09.001
   Web of Science ®Google Scholar
• Zhou, T. (2016). Examining user switch between mobile stores: A push-pull-mooring perspective. Information Resources Management Journal, 29(2), 1–13. https://doi.org/10.4018/IRMJ.2016040101
   Google Scholar