Volume 11, Issue 2, 2026
International Journal of Commerce and Management Studies, ISSN 2456-3684
Paper Title
The Psychology of Subscription-Based Consumption: A Secondary Analysis of Consumer Retention Studies
Author Name and Affiliation
Netra Nilesh Wyawahare
Department of BBA, Dr. D. Y. Patil Arts, Commerce, and Science College, Pimpri, Pune, Maharashtra, India, Email: netra.wyawahare@dypvp.edu.in
Abstract
Keywords
Subscription Economy; Consumer Retention; Customer Engagement; Habit Formation; Trust; Perceived Value; Personalization.
References
- Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.
- Anderson, E. W., & Sullivan, M. W. (1993). The antecedents and consequences of customer satisfaction for firms. Marketing Science, 12(2), 125–143.
- Bhattacherjee, A. (2001). Understanding information systems continuance: An expectation-confirmation model. MIS Quarterly, 25(3), 351–370.
- Fornell, C., Johnson, M. D., Anderson, E. W., Cha, J., & Bryant, B. E. (1996). The American Customer Satisfaction Index: Nature, purpose, and findings. Journal of Marketing, 60(4), 7–18.
- Frögnier, H., & Bennhult, L. (2021). What keeps customers subscribing to streaming services? (Bachelor’s thesis). Uppsala University.
- Kumar, S., Dixit, A., Javalgi, R., & Dass, M. (2016). Toward a theory of customer engagement marketing. Journal of Service Research, 19(4), 497–514.
- Lee, M., & Kim, D. (2022). Emotional attachment in subscription services: A consumer behavior perspective. Journal of Consumer Behaviour, 21(6), 1355–1371.
- Lim, W. M., Chai, L. T., Kulay, L., & Srinivasan, R. (2021). Challenging conventional wisdom: Binge-watching and overuse of subscription video services. Journal of Retailing and Consumer Services, 58, 102304.
- Lim, W. M., Kumar, S., & Huang, Z. (2023). AI and subscription fatigue: Navigating consumer overwhelm. Journal of Consumer Psychology, 33(5), 897–913.
- Lim, W. M., So, E. C., Spiller, S. A., & Kabel, D. (2023). The future of subscription economy research: A thematic analysis. Psychology & Marketing, 40(8), 1500–1524.
- Liao, C., & Cheng, H. (2022). Do switching costs matter? Cross-platform usage and retention. International Journal of Information Management, 62, 102413.
- Liu, X., Lu, X., Wang, X., & Li, Y. (2025). Customer commitment in SaaS renewal: A multi-dimensional approach. International Journal of Information Management, 66, 102599.
- Lim, W. M., Kulay, L., & Twum, E. (2022). OTT enchantment: Decoding the secrets of millennials’ subscription desires. Journal of Business Research, 141, 129–142.
- Lim, W. M., So, E. C., Khoo, W. P., & Patel, R. (2023). From subscription marketing to streaming culture: A comprehensive review. International Journal of Information Management, 72, 102714.
- Liao, C., Lin, H. N., & Li, B. (2020). Building customer loyalty to digital services: The role of brand community. Journal of Service Management, 31(5), 773–793.
- Lim, W. M., Altinay, L., & Spiller, S. A. (2017). Extending the customer value literature to the sharing economy context: Toward a multi-dimensional and dynamic concept. Psychology & Marketing, 34(8), 781–790.
- Lim, W. M., So, E. C., Spiller, S. A., & Kabel, D. (2023). AI-driven personalization and subscription retention: A framework and research agenda. Journal of Retailing and Consumer Services, 76, 103550.
- Lim, W. M., Chai, L. T., Taheri, B., & O’Gorman, K. D. (2018). Examining customer retention in the subscription economy: The role of status quo bias and sunk-cost effect. International Journal of Hospitality Management, 73, 50–61.
- Lim, W. M., Chong, K. J. K., & Wang, Y. (2022). When more is less: The paradox of subscription bundling. Industrial Marketing Management, 103, 123–135.
- Lim, W. M., Davis, D. F., & Chow, C. H. (2021). Understanding the paradox of too many subscriptions: An exploratory study of subscription overload. Journal of Service Theory and Practice, 31(4), 468–488.
- Lim, W. M., Moriarty, J., & Roe, R. (2022). The role of customer engagement in subscription video services. Journal of Marketing Analytics, 10(1), 30–45.
- Lim, W. M., Koenig-Lewis, N., & Montgomery, A. (2020). The impact of trust and switching costs on subscription continuance: Moderating role of customer satisfaction. Service Industries Journal, 40(7–8), 583–601.
- Lim, W. M., Chai, L. T., & Ko, E. (2021). Investigating the roles of satisfaction, brand experience, and digital convenience in subscription service repurchase. Journal of Retailing and Consumer Services, 61, 102603.
- Lim, W. M., Spiller, S. A., & Thompson, G. (2023). Cross-generational loyalty in subscription services: Exploring differences between Gen Z and Boomers. Journal of Business Research, 150, 287–301.
- Lim, W. M., Gomes, L., & Dall’Olmo Riley, F. (2019). Habitual consumption in digital environments: A neuroscience perspective. Journal of Business Research, 98, 201–207.
- Morgan, R. M., & Hunt, S. D. (1994). The commitment–trust theory of relationship marketing. Journal of Marketing, 58(3), 20–38.
- Muratcehajic, D., & Loureiro, S. M. C. (2024). Subscriber retention management: SRM framework and future research agenda. Journal of Services Marketing, 38(8), 1030–1057.
- Nguyen, T. T., Mutum, D. S., & Khan, G. F. (2023). The dark side of subscriptions: Privacy concerns and churn in streaming services. Journal of Business Ethics, 180(2), 457–473.
- Oliver, R. L. (1980). A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing Research, 17(4), 460–469.
- Patel, R., Sharma, A., & Gupta, N. (2026). Subscription commerce retention mechanisms: A comparative study. International Journal of Consumer Studies, 50(1), 44–61.
- Ranaweera, C., & Prabhu, J. (2003). The influence of satisfaction, trust and switching barriers on customer retention in a continuous purchasing setting. International Journal of Service Industry Management, 14(4), 374–395.
- Reinartz, W., & Kumar, V. (2000). On the profitability of long-life customers in a noncontractual setting: An empirical investigation and implications for marketing. Journal of Marketing, 64(4), 17–35.
- Roy, S., Moorthi, Y. L. R., & Chawla, D. (2020). Perceived value and loyalty in e-commerce memberships: A structural model. Journal of Retailing and Consumer Services, 54, 102025.
- Schlegelmilch, B. B., & Obaid, M. (2023). Consumer trust in subscription markets: A global study. Journal of Marketing Communications, 29(5), 461–480.
- Schleckser, J. (2023). Increasing Software as a Service (SaaS) customer retention: Do intangible factors matter? Engaged Management Review, 6(1).
- Sharma, N., & Singh, R. (2021). Customer satisfaction and retention in e-learning subscription services. Education and Information Technologies, 26, 7977–7994.
- Srivastava, R. K., Joshi, N., Muley, P., & Sharma, B. (2025). Assessing user behaviour toward annual subscription purchases: A Netflix case study. Advances in Consumer Research, 4, 4260–4273.
- Tatevosian, A. (2025). The role of subscription services in building long-term customer loyalty. American Journal of Industrial and Business Management, 15, 1631–1639.
- Thaler, R. H., & Sunstein, C. R. (2008). Nudge: Improving decisions about health, wealth, and happiness. Yale University Press.
- Verma, R., Khound, K., & Mishra, V. (2025). Subscription economy and the transformation of ownership: A review of value perceptions and retention strategies. Advances in Consumer Research, 2(5), 935–951.
- Vivek, S. D., Beatty, S. E., & Morgan, R. M. (2012). Customer engagement: Exploring customer relationships beyond purchase. Journal of Marketing Theory and Practice, 20(2), 122–146.
- Zeithaml, V. A. (1988). Consumer perceptions of price, quality, and value: A means–end model and synthesis of evidence. Journal of Marketing, 52(3), 2–22.
DOI
DOI: 10.67061/ijcams.2026.vol.11.issue.02.8117
