From Transactions to Subscriptions: Customer Adoption, Organizational Readiness, and Business Model Innovation in an Emerging-Market Pet Retailer
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Abstract
Subscription-based business models offer retailers an opportunity to replace episodic transactions with more predictable and enduring customer relationships. However, their implementation requires alignment between customer acceptance and organizational readiness. This study examines how a subscription model can be designed and implemented in an Indonesian multi-branch pet retailer operating in an emerging-market context. An interpretivist qualitative case study was conducted using two parallel interview strands involving 21 customers and nine employees across managerial and frontline roles. The interviews were supported by internal business documents, industry reports, a working subscription-platform prototype, and direct observation of competing retailers. The findings show that customer willingness to subscribe is driven by convenience, automated replenishment, personalization, and reduced stock-out risk, but remains conditional on transparent pricing, flexible modification, easy cancellation, and confidence in service delivery. Organizationally, the retailer possesses a viable recurring-demand base, branch infrastructure, service capabilities, and existing digital channels, yet remains only partially ready because of weaknesses in stock coordination, delivery scheduling, and subscription-specific processes. Fulfilment reliability emerged as the central mechanism linking customer adoption with organizational readiness, as the perceived value of a subscription depends on the retailer's ability to deliver recurring promises consistently. The study further identifies bounded flexibility as a key design principle, in which customers retain meaningful control over quantities, schedules, and cancellations within standardized operational limits. Accordingly, the proposed model combines customizable subscription packages, tiered pricing, scheduled delivery, loyalty incentives, and phased digital implementation. This study contributes to subscription business model research by conceptualizing viability as an alignment outcome between customer-side acceptance and organizational execution, rather than as a consequence of adoption intention alone. It also provides context-sensitive insights into subscription-based transformation in emerging-market specialty retail.
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References
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Banerji, I., Gupta, A., & Ketron, S. (2024). Navigating consumption streams: Toward a utilitarian–hedonic perspective on subscription box customer journeys. Journal of Consumer Behaviour, 23, 2660–2675. https://doi.org/10.1002/cb.2369
Burger, M., Krüger, A., Burgmann, N., & Arlinghaus, J. (2023). Offering subscriptions of industrial goods: Uncertain experiment or necessary step? IEEE Transactions on Engineering Management. Advance online publication. https://doi.org/10.1109/TEM.2023.3258860
Buschow, C., & Wellbrock, C.-M. (2022). "Spotify for news"? User perception of subscription-based content platforms for news media. Journalism and Media, 4(1), 1–15. https://doi.org/10.3390/journalmedia4010001
Clemens, R. (2014). The "humanization" of pet food. Food Technology, 68(8), 20.
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
Forbes, S. L., Trafford, S., & Surie, M. (2018). Pet humanization: What is it and does it influence purchasing behaviour? Journal of Dairy & Veterinary Sciences, 5(2), Article 555659. https://doi.org/10.19080/JDVS.2018.05.555659
Gioia, D. A., Corley, K. G., & Hamilton, A. L. (2013). Seeking qualitative rigor in inductive research: Notes on the Gioia methodology. Organizational Research Methods, 16(1), 15–31. https://doi.org/10.1177/1094428112452151
Guest, G., Bunce, A., & Johnson, L. (2006). How many interviews are enough? An experiment with data saturation and variability. Field Methods, 18(1), 59–82. https://doi.org/10.1177/1525822X05279903
Iyengar, R., Park, Y.-H., & Yu, Q. (2022). The impact of subscription programs on customer purchases. Journal of Marketing Research, 59(6), 1101–1119. https://doi.org/10.1177/00222437221080163
Kowalkowski, C., & Ulaga, W. (2024). Subscription offers in business-to-business markets: Conceptualization, taxonomy, and framework for growth. Industrial Marketing Management, 117, 440–456. https://doi.org/10.1016/j.indmarman.2024.01.014
Lincoln, Y. S., & Guba, E. G. (1985). Naturalistic inquiry. Sage.
Lindström, C., Maleki Vishkaei, B., & De Giovanni, P. (2023). Subscription-based business models in the context of tech firms: Theory and applications. International Journal of Industrial Engineering and Operations Management, 6. https://doi.org/10.1108/IJIEOM-06-2023-0054
Markiewicz, E., & Ziobrowska, J. (2025). Subscription vacations: The subscription economy in the tourism market—The case study of Poland. Quaestiones Geographicae, 44, 57–72. https://doi.org/10.14746/quageo-2025-0043
Martinović, M., Barać, R., & Maljak, H. (2024). Exploring Croatian consumer adoption of subscription-based e-commerce for business innovation. Administrative Sciences, 14(7), Article 149. https://doi.org/10.3390/admsci14070149
Merriam, S. B., & Tisdell, E. J. (2016). Qualitative research: A guide to design and implementation (4th ed.). Jossey-Bass.
Müller-Pérez, J., Acevedo-Duque, Á., Alvarez-Becerra, R., & Verges, I. Y. (2025). A SVoD platforms: A comprehensive analysis through technology adoption models. Revista Venezolana de Gerencia, 30(109), 335–350. https://doi.org/10.52080/rvgluz.30.109.22
Nansubuga, B., & Kowalkowski, C. (2024). Moving to subscriptions: Service growth through business model innovation in consumer and business markets. Journal of Service Management, 35(6), 185–209. https://doi.org/10.1108/JOSM-10-2023-0438
Nowell, L. S., Norris, J. M., White, D. E., & Moules, N. J. (2017). Thematic analysis: Striving to meet the trustworthiness criteria. International Journal of Qualitative Methods, 16(1), 1–13. https://doi.org/10.1177/1609406917733847
Oblander, S., & McCarthy, D. M. (2023). Frontiers: Estimating the long-term impact of major events on consumption patterns: Evidence from COVID-19. Marketing Science, 42(5), 839–852. https://doi.org/10.1287/mksc.2023.1443
Organization for Economic Co-operation and Development. (2018). Oslo manual 2018: Guidelines for collecting, reporting and using data on innovation (4th ed.). OECD Publishing. https://doi.org/10.1787/9789264304604-en
Patton, M. Q. (1999). Enhancing the quality and credibility of qualitative analysis. Health Services Research, 34(5, Part 2), 1189–1208.
Rodríguez García, M., Núñez, A., Romero, I., & Prado, J. C. (2022). Examining the business model of replenishment subscriptions: A longitudinal case study. Dirección y Organización, 78, 40–53. https://doi.org/10.37610/dyo.v0i78.630
Sung, J., & Chattaraman, V. (2022). Why are style subscriptions popular with Gen-Y men? An implicit theory perspective. Journal of Fashion Marketing and Management, 26(5), 890–904. https://doi.org/10.1108/JFMM-03-2021-0064
Tao, Q., & Xu, Y. (2018). Fashion subscription retailing: An exploratory study of consumer perceptions. Journal of Fashion Marketing and Management, 22(4), 494–508. https://doi.org/10.1108/JFMM-11-2017-0123
United States Department of Agriculture Foreign Agricultural Service. (2024). Indonesia: Pet food market update 2024. USDA Foreign Agricultural Service.
Yang, R., Wise, N., Lee, W., & Choi, H. (2025). Exploring customer resistance to travel subscriptions: The case of passive and active innovation resistance. International Journal of Tourism Research, 27, Article e70144. https://doi.org/10.1002/jtr.70144
Yin, R. K. (2018). Case study research and applications: Design and methods (6th ed.). Sage.