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Customer satisfaction in the pet food subscription-based online services

Author

Listed:
  • Diogo Lima

    (Instituto Politécnico de Coimbra, Escola Superior de Educação de Coimbra, Rua Dom João III – Solum)

  • Ricardo F. Ramos

    (Instituto Politécnico de Coimbra, Escola Superior de Tecnologia e Gestão de Oliveira do Hospital
    ISCTE – Instituto Universitário de Lisboa, ISTAR-IUL)

  • Pedro Miguel Oliveira

    (ISCTE – Instituto Universitário de Lisboa, Business Research Unit (BRU-IUL))

Abstract

Pet food subscription-based online services (SOS) fulfill the demand for pet food that fits pets’ characteristics and health necessities. The present research explores the antecedents of pet food SOS customer satisfaction and its effect on continuance intention, positively moderated by price. 28,786 online reviews from 10 pet food SOS brands were collected from Trustpilot to generate a term-frequency matrix through text mining techniques and used as an input to construct a structural equation model. Results suggest that e-service quality (E-SQ), perceived healthfulness, ingredients and nutritional composition, and packaging positively influence customer satisfaction, subsequently predicting continuance intention. In turn, price was not confirmed as a positive moderating factor in the relationship between customer satisfaction and continuance intention.

Suggested Citation

  • Diogo Lima & Ricardo F. Ramos & Pedro Miguel Oliveira, 2024. "Customer satisfaction in the pet food subscription-based online services," Electronic Commerce Research, Springer, vol. 24(2), pages 745-769, June.
    • Handle: RePEc:spr:elcore:v:24:y:2024:i:2:d:10.1007_s10660-024-09807-8
    DOI: 10.1007/s10660-024-09807-8
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    as
    1. Meena, Rahul & Sarabhai, Samar, 2023. "Extrinsic and intrinsic motivators for usage continuance of hedonic mobile apps," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    2. Hair, Joe F. & Howard, Matt C. & Nitzl, Christian, 2020. "Assessing measurement model quality in PLS-SEM using confirmatory composite analysis," Journal of Business Research, Elsevier, vol. 109(C), pages 101-110.
    3. Oliver, Richard L & DeSarbo, Wayne S, 1988. "Response Determinants in Satisfaction Judgments," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(4), pages 495-507, March.
    4. Gerrit Antonides & Lies Hovestadt, 2021. "Product Attributes, Evaluability, and Consumer Satisfaction," Sustainability, MDPI, vol. 13(22), pages 1-20, November.
    5. Tan, Wee-Kheng & Chen, Bo-Hsiang, 2021. "Enhancing subscription-based ecommerce services through gambled price discounts," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    6. Coltman, Tim & Devinney, Timothy M. & Midgley, David F. & Venaik, Sunil, 2008. "Formative versus reflective measurement models: Two applications of formative measurement," Journal of Business Research, Elsevier, vol. 61(12), pages 1250-1262, December.
    7. Littlechild, Stephen, 2021. "Exploring customer satisfaction in Great Britain's retail energy sector part II: The increasing use of Trustpilot online reviews," Utilities Policy, Elsevier, vol. 73(C).
    8. Wenyi Wang & Qiang Guo, 2023. "Subscription strategy choices of network video platforms in the presence of social influence," Electronic Commerce Research, Springer, vol. 23(1), pages 577-604, March.
    9. Claudia Symmank, 2019. "Extrinsic and intrinsic food product attributes in consumer and sensory research: literature review and quantification of the findings," Management Review Quarterly, Springer, vol. 69(1), pages 39-74, February.
    10. Engler, Tobias H. & Winter, Patrick & Schulz, Michael, 2015. "Understanding online product ratings: A customer satisfaction model," Journal of Retailing and Consumer Services, Elsevier, vol. 27(C), pages 113-120.
    11. Jeong, Misun & Yang, Kiseol & Kim, HaeJung Maria & Min, Jihye, 2024. "Curation subscription box services: Implications for the pet industry," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    12. Meena, Purushottam & Kumar, Gopal, 2022. "Online food delivery companies' performance and consumers expectations during Covid-19: An investigation using machine learning approach," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    13. Gudergan, Siegfried P. & Ringle, Christian M. & Wende, Sven & Will, Alexander, 2008. "Confirmatory tetrad analysis in PLS path modeling," Journal of Business Research, Elsevier, vol. 61(12), pages 1238-1249, December.
    14. Blut, Markus & Chowdhry, Nivriti & Mittal, Vikas & Brock, Christian, 2015. "E-Service Quality: A Meta-Analytic Review," Journal of Retailing, Elsevier, vol. 91(4), pages 679-700.
    15. Javed, Muhammad Kashif & Wu, Min, 2020. "Effects of online retailer after delivery services on repurchase intention: An empirical analysis of customers’ past experience and future confidence with the retailer," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    16. Lombart, Cindy & Louis, Didier & Labbé-Pinlon, Blandine, 2016. "Price image consequences," Journal of Retailing and Consumer Services, Elsevier, vol. 28(C), pages 107-116.
    17. Rosenbaum, Mark S. & Ramirez, Germán Contreras & Campbell, Jeffrey & Klaus, Philipp, 2021. "The product is me: Hyper-personalized consumer goods as unconventional luxury," Journal of Business Research, Elsevier, vol. 129(C), pages 446-454.
    18. Yani Wang & Jun Wang & Tang Yao, 2019. "What makes a helpful online review? A meta-analysis of review characteristics," Electronic Commerce Research, Springer, vol. 19(2), pages 257-284, June.
    19. Bray, J. & De Silva Kanakaratne, M. & Dragouni, M. & Douglas, J., 2021. "Thinking inside the box: An empirical exploration of subscription retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    20. Yan, Min & Filieri, Raffaele & Gorton, Matthew, 2021. "Continuance intention of online technologies: A systematic literature review," International Journal of Information Management, Elsevier, vol. 58(C).
    21. Liao, Tze-Hsien, 2017. "Online shopping post-payment dissonance: Dissonance reduction strategy using online consumer social experiences," International Journal of Information Management, Elsevier, vol. 37(6), pages 520-538.
    22. Paulo Rita & Ricardo Filipe Ramos & Sérgio Moro & Marta Mealha & Lucian Radu, 2020. "Online dating apps as a marketing channel: a generational approach," European Journal of Management and Business Economics, Emerald Group Publishing Limited, vol. 30(1), pages 1-17, July.
    23. Griva, Anastasia, 2022. "“I can get no e-satisfaction†. What analytics say? Evidence using satisfaction data from e-commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    24. Moro, Sérgio & Pires, Guilherme & Rita, Paulo & Cortez, Paulo, 2019. "A text mining and topic modelling perspective of ethnic marketing research," Journal of Business Research, Elsevier, vol. 103(C), pages 275-285.
    25. Arodh Lal Karn & Rakshha Kumari Karna & Bhavana Raj Kondamudi & Girish Bagale & Denis A. Pustokhin & Irina V. Pustokhina & Sudhakar Sengan, 2023. "RETRACTED ARTICLE: Customer centric hybrid recommendation system for E-Commerce applications by integrating hybrid sentiment analysis," Electronic Commerce Research, Springer, vol. 23(1), pages 279-314, March.
    26. Woo, Hongjoo & Ramkumar, Bharath, 2018. "Who seeks a surprise box? Predictors of consumers’ use of fashion and beauty subscription-based online services (SOS)," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 121-130.
    27. Harrigan, Paul & Miles, Morgan P. & Fang, Yulin & Roy, Sanjit K., 2020. "The role of social media in the engagement and information processes of social CRM," International Journal of Information Management, Elsevier, vol. 54(C).
    28. Cindy Lombart & Didier Louis & Blandine Labbé-Pinlon, 2016. "Price image consequences," Post-Print hal-01279482, HAL.
    29. Andonova, Yana & Anaza, Nwamaka A. & Bennett, Delancy H.S., 2021. "Riding the subscription box wave: Understanding the landscape, challenges, and critical success factors of the subscription box industry," Business Horizons, Elsevier, vol. 64(5), pages 631-646.
    30. Toteva, Irina T. & Lutz, Richard J. & Shaw, Eric H., 2021. "The curious case of productivity orientation: The influence of advertising stimuli on affect and preference for subscription boxes," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    31. M. Yan & R. Filieri & M. Gorton, 2021. "Continuance intention of online technologies: A systematic literature review," Post-Print hal-04713692, HAL.
    32. Osaki, Takanori & Kubota, Yukihiko, 2016. "Perceptions of premium service and superiority: Why do customers pay more for high-value-added domestic airline services in Japan?," Journal of Air Transport Management, Elsevier, vol. 57(C), pages 196-201.
    33. Blut, Markus, 2016. "E-Service Quality: Development of a Hierarchical Model," Journal of Retailing, Elsevier, vol. 92(4), pages 500-517.
    34. Naresh K. Malhotra & Sung S. Kim & Ashutosh Patil, 2006. "Common Method Variance in IS Research: A Comparison of Alternative Approaches and a Reanalysis of Past Research," Management Science, INFORMS, vol. 52(12), pages 1865-1883, December.
    35. Hepola, Janne & Leppäniemi, Matti & Karjaluoto, Heikki, 2020. "Is it all about consumer engagement? Explaining continuance intention for utilitarian and hedonic service consumption," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    36. Ashley S. Otto & David M. Szymanski & Rajan Varadarajan, 2020. "Customer satisfaction and firm performance: insights from over a quarter century of empirical research," Journal of the Academy of Marketing Science, Springer, vol. 48(3), pages 543-564, May.
    37. Casidy, Riza & Wymer, Walter, 2016. "A risk worth taking: Perceived risk as moderator of satisfaction, loyalty, and willingness-to-pay premium price," Journal of Retailing and Consumer Services, Elsevier, vol. 32(C), pages 189-197.
    38. Littlechild, Stephen, 2021. "Exploring customer satisfaction in Great Britain's retail energy sector Part I: The comparative use of Trustpilot online reviews in four sectors," Utilities Policy, Elsevier, vol. 73(C).
    39. Pham, Thi Song Hanh & Ahammad, Mohammad Faisal, 2017. "Antecedents and consequences of online customer satisfaction: A holistic process perspective," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 332-342.
    40. Hsu, Chin-Lung & Lin, Judy Chuan-Chuan, 2023. "Understanding the user satisfaction and loyalty of customer service chatbots," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
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