Understanding Online Purchase Decisions : The Role of the Bandwagon Effect, Lifestyle, and Digital Payments
DOI:
https://doi.org/10.55606/bijmt.v5i2.5193Keywords:
Bandwagon, Behavior, Digital, Lifestyle, PurchaseAbstract
This study investigates the determinants of online purchase decisions by examining the influence of the bandwagon effect, lifestyle, and digital payment usage among urban consumers aged 18–40 in Padang City, Indonesia. Using a quantitative approach, data were collected from 170 respondents through a structured questionnaire and analyzed with multiple linear regression. Descriptive analysis revealed high average scores for all variables, indicating a generally positive perception among respondents. Regression results showed that the three variables jointly explain 73.7% of the variance in online purchasing behavior. Furthermore, all three predictors—bandwagon effect, lifestyle, and digital payments—exerted significant partial effects, with digital payment being the strongest contributor. The bandwagon effect emerged as a powerful social driver, suggesting that peer influence and perceived popularity of products significantly encourage individuals to engage in similar purchasing patterns. Lifestyle, reflecting personal values, interests, and routines, was also found to meaningfully affect consumer choices, highlighting that purchasing decisions are often aligned with self-identity and aspirational living standards. Digital payment usage demonstrated the most substantial impact, emphasizing the importance of transaction speed, ease, and security in fostering online shopping adoption. These findings indicate that modern online consumer behavior is not solely the result of individual preferences but is shaped by a complex interplay of social influence, lifestyle aspirations, and technological convenience. The results hold practical implications for e-commerce platforms, which can leverage social proof strategies, lifestyle-oriented marketing content, and seamless payment integrations to enhance consumer engagement and conversion rates. Marketers are encouraged to design campaigns that blend social validation cues, targeted lifestyle messaging, and promotions tied to preferred payment methods to maximize market penetration. This study contributes to the growing literature on digital commerce by illustrating how psychological, sociocultural, and technological factors converge to influence purchasing intentions in emerging markets
References
Al-Qudah, A. A., Mohammad, A. A., Al-Khattab, A. A., Al-Shatnawi, H. M., & Al-Khattab, M. K. (2024). Determinants of digital payment adoption among Generation Z: An empirical study. Journal of Risk and Financial Management, 17(11), Article 521. https://doi.org/10.3390/jrfm17110521
Anantharaman, R. (2023). Uncovering the role of consumer trust and bandwagon effect on purchase intention. Journal of Consumer Behaviour, 23(2), 123–136. https://doi.org/10.1080/0965254X.2022.2070526
Bindra, S. (2022). Bandwagon effect revisited: A systematic review to develop future research agenda. Journal of Business Research, 149, 600–615. https://doi.org/10.1016/j.jbusres.2022.08.014
Cialdini, R. B. (2009). Influence: Science and practice (5th ed.). Pearson.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008
Hair, J. F., Jr., Sarstedt, M., & Ringle, C. M. (2020). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage.
Kang, I., & Ma, I. (2020). A study on bandwagon consumption behavior based on fear of missing out and product characteristics. Sustainability, 12(6), Article 2441. https://doi.org/10.3390/su12062441
Kotler, P., & Keller, K. L. (2016). Marketing management (15th ed.). Pearson.
Kwek, C. L., Lee, K. C., Tan, H. Y., & Lau, T. C. (2020). The impacts of online comments and bandwagon effect on the perceived credibility of the information in social commerce. In Proceedings of ICEBM 2019, Advances in Economics, Business and Management Research (Vol. 145, pp. 450–456). Atlantis Press. https://doi.org/10.2991/icebm-19.2020.54
Lee, S. (2022). Online bandwagon effects: Quantitative versus qualitative cues in social media comments. New Media & Society, 24(5), 1089–1107. https://doi.org/10.1177/1461444820965187
Ly, R. (2024). Digital payment systems in an emerging economy: Evidence from Cambodia. Heliyon, 10(4), Article e08812. https://doi.org/10.1016/j.heliyon.2024.e08812
Mainolfi, G., Marino, V., Napolitano, M. R., & Siano, A. (2020). Exploring materialistic bandwagon behaviour in online luxury fashion purchasing. Journal of Retailing and Consumer Services, 52, 101920. https://doi.org/10.1016/j.jretconser.2019.101920
Miraz, M. H., & Haikel-Elsabeh, M. (2020). Analysis of users’ behaviour and adoption trends of social media payment platforms. arXiv. https://arxiv.org/abs/2002.05659
Mkansi, M., & Chipangura, R. (2022). E-business adoption costs and strategies for retail micro-businesses in emerging markets. Electronic Markets, 32, 289–305. https://doi.org/10.1007/s10660-020-09448-7
Nery-da Silva, Q., & Sabag, E. C. M. (2024). Contributions to the segmentation of e-commerce non-users. Regional Studies in Business, 58(4), 512–528. https://doi.org/10.1108/REG-06-2022-0087
Raja, A. S. (2025). Bandwagon effect in consumer purchase decisions and post-purchase sentiments: Creating value or guilt? International Journal of Research in Engineering and Management, 3(1), 30–37. https://doi.org/10.2456/ijrem.v3i1.390836809
Sarstedt, M., Ringle, C., & Hair, J. F., Jr. (2021). Partial least squares structural equation modeling. In C. Homburg, M. Klarmann, & A. Vomberg (Eds.), Handbook of market research. Springer. https://doi.org/10.1007/978-3-319-05542-8_15-2
Shankar Raja, A. (2025). Bandwagon effect in consumer purchase decisions and post-purchase sentiments: Creating value or guilt? International Journal of Research in Engineering and Management, 3(1), 30–37. https://doi.org/10.2456/ijrem.v3i1.390836809
Solomon, M., Marshall, G., & Stuart, E. (2013). Marketing: Real people, real choices (9th ed.). Pearson.
Usman, B. (2025). Digital payment adoption: A revisit on the theory of planned behaviour. Technological Forecasting and Social Change, 196, 122467. https://doi.org/10.1016/j.techfore.2025.122467
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2012). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478. https://doi.org/10.25300/MISQ/2012/27.3.07
Xiao, M., & Myers, P. (2025). Following the herd: The influence of the bandwagon heuristic on e-commerce shoppers. arXiv. https://arxiv.org/abs/2505.14861
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