The Influence of E-Wallet Usage and Lifestyle on Consumptive Behavior with Self-Control as a Moderating Variable
DOI:
https://doi.org/10.35891/0qqq8g70Keywords:
Financial literacy, Mass Mentality, Behavioral Intention, Risk PerceptionAbstract
Introduction; The purpose of this study was to measure and analyze the influence of e-wallet usage and lifestyle on consumer behavior, with self Discipline as a moderating variable among Muslim millennials in Bukittinggi City. Method;
This study was quantitative with a descriptive approach. A sample of 300 respondents, representing Muslim millennials who use e-wallets in Bukittinggi City, was selected. Data collection involved observation and questionnaire distribution. The data were then analyzed using Structural Equation Modeling (SEM) techniques using the SmartPLS application. Results; The study revealed that both e-wallet usage and lifestyle have a positive and significant impact on consumptive behavior among Muslim millennials in Bukittinggi. Additionally, self-discipline was found to significantly weaken the influence of lifestyle on consumptive behavior, while its moderating effect on the relationship between e-wallet usage and consumptive behavior was not significant. Conclusion;Self-discipline, as a form of self-discipline, has a significant moderating effect in weakening the relationship between lifestyle and consumptive behavior among Muslim millennials in Bukittinggi City. However, its moderating effect on the relationship between e-wallet usage and consumptive behavior is not statistically significant.
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References
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.
Al Daghistani, S. (2024). On Tazkiya and Zakāt al-Nafs: Decolonizing Modern Economic and Environmental Thought. In Recovering Environmental and Economic Traditions in the Islamic World (pp. 17–55). Brill.
Azhar, P. (2023). Pengaruh harga, promosi, dan kualitas produk terhadap minat pembelian merchandise K-Pop official melalui e-commerce (Studi kasus pada penggemar K-Pop Army Space Purwokerto). Thesis, State Islam University Prof. KH Saifuddin Zuhri, Purwokerto.
Bsoul, L., Omer, A., Kucukalic, L., & Archbold, R. H. (2022). Islam’s perspective on environmental sustainability: a conceptual analysis. Social Sciences, 11(6), 228.
Cohen, M. L., & Olson, K. C. (2016). Legal research in a nutshell. In West nutshell series; Nutshell series.
Dari, F. W., Rakhmawati, A., & Murtadlo, K. (2024). PERAN INOVASI HIJAU DAN MODAL INTELEKTUAL HIJAU TERHADAP KEBERLANJUTAN BISNIS. Inovasi Pembangunan: Jurnal Kelitbangan, 12(01).
Davis, F. D., & Davis, F. (2015). Perceived Usefulness , Perceived Ease of Use , and User Acceptance of Information Technology. September 1989. https://doi.org/10.2307/249008
Dhewi, T. S., Farodis, Q., & Azzahra, H. F. (2023). Unlocking Impulse Buying: The Role of Self Control, Shopping Lifestyle, and Age in Purchase Decisions at Miniso. BISTIC Business Innovation Sustainability and Technology International Conference (BISTIC 2023), 78–86.
E-Wallet Applications Commonly Used by the Millennial Generation. (2025). https://data.goodstats.id/statistic
E-Wallet Usage in Indonesia. (2023). https://databoks.katadata.co.id
Faraz, N., & Anjum, A. (2025). Spendception: The Psychological Impact of Digital Payments on Consumer Purchase Behavior and Impulse Buying. Behavioral Sciences, 15(3), 387.
Fazizah, A., Rakhmawati, A., & Husnah, D. N. (2024). Customer Satisfaction and Repurchase Intention in Terms of E-Commerce Logistics Service Quality and Recovery Service. SKETSA BISNIS, 11(1), 1–23. https://doi.org/10.35891/jsb.v11i1.4150
Fihartini, Y., Ramelan, M. R., Wiryawan, D., Ratuain, R. I. Q., & Salsabila, D. (n.d.). The “Buy Now, Pay Later” Payment System’s Role in Triggering Impulse Buying with Self‑Control as Moderation. In Proceedings of the 7th International Conference of Economics, Business, and Entrepreneurship (ICEBE 2024) (Vol. 1, pp. 1–10). EAI. https://doi.org/10.4108/eai.4-9-2024.2353768
Ghozali. (2018). metodologi penelitian kuantitatif dan kualitatif. In Accountability (Vol. 6, Issue 1). https://doi.org/10.32400/ja.16023.6.1.2017.18-27
Ihsan, N. H., Puspita, E. D. A., & Rohman, M. N. (2024). Tazkiyat Al-Nafs of Syekh Nawawi Al-Bantani (1814-1897 Ad) As an Antidote to Consumerism Culture. Jurnal Ushuluddin, 32(1), 45–62.
Kalariya, K., Chauhan, R., Soni, P., Patel, M., & Patel, H. (2024). Unraveling Millennial Online Shopping Preferences: A Comprehensive Analysis of Factors Influencing Consumer Behaviour in the Digital Marketplace. Journal Of Business And Halal Industry, 1(4), 1–12.
Kotler, P., & Keller, K. (2021). Manajemen Pemasaran (16th ed.).
Lee, Y. Y., Gan, C. L., & Liew, T. W. (2022). Do E-wallets trigger impulse purchases? An analysis of Malaysian Gen-Y and Gen-Z consumers. Journal of Marketing Analytics, 11(2), 244.
Legi, C. M., Tulung, J. E., & Pandowo, M. H. C. (2021). The Influence Of Customer Orientation Perception And Service Quality To Customer Satisfaction On Matahari Department Store Manado Town Square. Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis Dan Akuntansi, 9(2).
Lesmana, T. (2024). Changes in people’s consumption patterns in the digital era: a study on the millennial generation. Nomico Journal, 1(5), 107–116.
Mustafar, M. Z., & Borhan, J. T. (2013). Muslim consumer behavior: emphasis on ethics from Islamic perspective. Middle-East Journal of Scientific Research, 18(9), 1301–1307.
Nizar, M., & Rakhmawati, A. (2022). Strategy for Strengthening the Economy of Local Communities Through Business Guidance and Assistance in SME Community of Indonesian Student Entrepreneurs Association. The 4th International Conference on University Community Engagement, 4. https://scholar.google.co.id/citations?view_op=view_citation&hl=en&user=hAGx_noAAAAJ&authuser=1&citation_for_view=hAGx_noAAAAJ:roLk4NBRz8UC
Rachmah, H., Tsaury, A. M., & Surbiantoro, E. (2021). Tabdzir prohibition education in overcoming consumptive behavior. IOP Conference Series: Earth and Environmental Science, 747(1), 12023.
Rahmat, A., Asyari, A., & Puteri, H. E. (2020). Pengaruh hedonisme dan religiusitas terhadap perilaku konsumtif mahasiswa. EKONOMIKA SYARIAH: Journal of Economic Studies, 4(1), 39–54.
Rakhmawati, A., Hikmah, N. L. Y., & Fuadi, A. A. (2025). Pengaruh Persepsi Kemudahan Dan Persepsi Kegunaan Pada Platform Investasi Digital Terhadap Sikap Dan Minat Investasi Generasi Milenial Di Kota Malang. Primanomics: Jurnal Ekonomi & Bisnis, 23(1), 38–49.
Rakhmawati, A., Kusumawati, A., Rahardjo, K., & Muhammad, N. (2020). The role of government regulation on sustainable business and its influences on performance of medium-sized enterprises. Journal of Sustainability Science and Management.
Rakhmawati, A., Rahardjo, K., & Kusumawati, A. (2019). Faktor Anteseden dan Konsekuensi Green Supply Chain Management. JURNAL SISTEM INFORMASI BISNIS. https://doi.org/10.21456/vol9iss1pp1-8
Rakhmawati, A., Rahardjo, K., & Prakasa, Y. (2023). Dampak Kondisi Sosial Ekonomi, Respon Kebijakan Pemerintah Dan Pengaruhnya Terhadap Keberlanjutan Ukm Dan Kinerja Keuangan. Jurnal Sekretaris & Administrasi Bisnis (JSAB). https://doi.org/10.31104/jsab.v7i2.352
Rohmah, R. A. N. (2023). The Effect Of E-Wallet, a Hedonist Lifestyle with Self Control as an Intervening Variable on Consumptive Behavior. Journal of Applied Management and Business, 4(2), 105–112.
Runnemark, E., Hedman, J., & Xiao, X. (2015). Do consumers pay more using debit cards than cash? Electronic Commerce Research and Applications, 14(5), 285–291.
Saputri, I. A., AF, M. S. F., & Villaruel, A. S. (2025). Unlocking Islamic Consumer Behaviour on Gen Z: The Impact of E-Wallet Usage, Lifestyle, and Self Control. Al-Intaj: Jurnal Ekonomi Dan Perbankan Syariah, 11(1), 21–35.
Sari, R. L. M., & Putri, H. E. (2022). ANALISIS PERAN PERBANKAN SYARIAH DALAM MENDUKUNG WISATA HALAL DI KABUPATEN PESISIR SELATAN (STUDI KASUS CAROCOK PAINAN). Jurnal BONANZA: Manajemen Dan Bisnis, 3(1), 23–34.
Sholihin, M. (2024). Islamic rationality of Muslim consumers: new insight from text analytics and Al-Ghazali’s thought. Journal of Islamic Accounting and Business Research, 15(7), 1093–1117.
Simamora, H. (2016). Manajemen Sumber Daya Manusia. Gramedia Pustaka Utama.
Soman, D. (2003). The effect of payment transparency on consumption: Quasi-experiments from the field. Marketing Letters, 14(3), 173–183.
Ulum, I. F., & Solekah, N. A. (2024). The impact of lifestyle, financial literacy, and ease of use of e-payment on e-wallet users’ consumptive behavior in the millennial generation. MEC-J (Management and Economics Journal), 8(1), 67–82.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly: Management Information Systems. https://doi.org/10.2307/30036540
Waluyojati, M. P., & Swari, D. I. (2024). Peran Psikologi Tasawuf Mengenai Kesehatan Mental dan Spiritualitas Generasi Z Pada Era Digital. Mutiara: Jurnal Penelitian Dan Karya Ilmiah, 2(4), 199–209.
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