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Building user engagement to mhealth apps from a learning perspective: Relationships among functional, emotional and social drivers of user value

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  • Santos-Vijande, María Leticia
  • Gómez-Rico, Mar
  • Molina-Collado, Arturo
  • Davison, Robert M.

Abstract

Smartphone applications for health-oriented purposes, or mHealth apps (MHAs), represent a growing opportunity to improve efficiency and sustainability in both national health systems and individual citizens' self-management of their health condition. However, little is known about how to build user engagement with MHAs to avoid user dropout and encourage their long-term loyalty and advocacy of MHAs to other users. This paper analyzes how to build user engagement from a learning perspective, strengthening the effort to learn about personal healthcare. Specifically, we investigate how the determinants of MHAs' functional value (technology effort, technology performance, and brand trust) drive the user's hedonic (enjoyment) and social (networking, social image) value. Data is obtained from a sample of 400 current users of MHAs. Our findings show that technology performance mainly enhances the user's networking experience, while technology effort contributes mostly to enjoyment and brand trust is critical to the user's social image. The user's hedonic and social experience benefit user engagement, which ultimately fosters user loyalty and advocacy, thus bolstering the relevance of developing user-centric MHAs. Robustness analysis does not reveal gender, age, income level, or type of MHA impact, although user education moderates the strength of some of these relationships.

Suggested Citation

  • Santos-Vijande, María Leticia & Gómez-Rico, Mar & Molina-Collado, Arturo & Davison, Robert M., 2022. "Building user engagement to mhealth apps from a learning perspective: Relationships among functional, emotional and social drivers of user value," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    • Handle: RePEc:eee:joreco:v:66:y:2022:i:c:s0969698922000492
    DOI: 10.1016/j.jretconser.2022.102956
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    1. Sang M. Lee & DonHee Lee, 2020. "Correction to: Healthcare wearable devices: an analysis of key factors for continuous use intention," Service Business, Springer;Pan-Pacific Business Association, vol. 14(4), pages 577-577, December.
    2. Birkmeyer, Steven & Wirtz, Bernd W. & Langer, Paul F., 2021. "Determinants of mHealth success: An empirical investigation of the user perspective," International Journal of Information Management, Elsevier, vol. 59(C).
    3. Yousaf, Anish & Mishra, Abhishek & Gupta, Anil, 2021. "‘From technology adoption to consumption’: Effect of pre-adoption expectations from fitness applications on usage satisfaction, continual usage, and health satisfaction," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    4. Viswanath Venkatesh, 2000. "Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model," Information Systems Research, INFORMS, vol. 11(4), pages 342-365, December.
    5. Colleen M. Harmeling & Jordan W. Moffett & Mark J. Arnold & Brad D. Carlson, 2017. "Toward a theory of customer engagement marketing," Journal of the Academy of Marketing Science, Springer, vol. 45(3), pages 312-335, May.
    6. Rose, Susan & Clark, Moira & Samouel, Phillip & Hair, Neil, 2012. "Online Customer Experience in e-Retailing: An empirical model of Antecedents and Outcomes," Journal of Retailing, Elsevier, vol. 88(2), pages 308-322.
    7. Allen S. Lee & Richard L. Baskerville, 2003. "Generalizing Generalizability in Information Systems Research," Information Systems Research, INFORMS, vol. 14(3), pages 221-243, September.
    8. Sang M. Lee & DonHee Lee, 2020. "Healthcare wearable devices: an analysis of key factors for continuous use intention," Service Business, Springer;Pan-Pacific Business Association, vol. 14(4), pages 503-531, December.
    9. Fullerton, Gordon, 2011. "Creating advocates: The roles of satisfaction, trust and commitment," Journal of Retailing and Consumer Services, Elsevier, vol. 18(1), pages 92-100.
    10. Giovanis, Apostolos N. & Athanasopoulou, Pinelopi, 2018. "Consumer-brand relationships and brand loyalty in technology-mediated services," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 287-294.
    11. Yogesh K. Dwivedi & Nripendra P. Rana & Anand Jeyaraj & Marc Clement & Michael D. Williams, 2019. "Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model," Information Systems Frontiers, Springer, vol. 21(3), pages 719-734, June.
    12. Alam, Mohammad Zahedul & Hoque, Md. Rakibul & Hu, Wang & Barua, Zapan, 2020. "Factors influencing the adoption of mHealth services in a developing country: A patient-centric study," International Journal of Information Management, Elsevier, vol. 50(C), pages 128-143.
    13. Osei-Frimpong, Kofi & Wilson, Alan & Lemke, Fred, 2018. "Patient co-creation activities in healthcare service delivery at the micro level: The influence of online access to healthcare information," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 14-27.
    14. McLean, Graeme & Al-Nabhani, Khalid & Wilson, Alan, 2018. "Developing a Mobile Applications Customer Experience Model (MACE)- Implications for Retailers," Journal of Business Research, Elsevier, vol. 85(C), pages 325-336.
    15. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    16. McLean, Graeme & Osei-Frimpong, Kofi & Al-Nabhani, Khalid & Marriott, Hannah, 2020. "Examining consumer attitudes towards retailers' m-commerce mobile applications – An initial adoption vs. continuous use perspective," Journal of Business Research, Elsevier, vol. 106(C), pages 139-157.
    17. Ladhari, Riadh & Souiden, Nizar & Dufour, Béatrice, 2017. "The role of emotions in utilitarian service settings: The effects of emotional satisfaction on product perception and behavioral intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 10-18.
    18. Anita Pansari & V. Kumar, 2017. "Customer engagement: the construct, antecedents, and consequences," Journal of the Academy of Marketing Science, Springer, vol. 45(3), pages 294-311, May.
    19. Molinillo, Sebastian & Navarro-García, Antonio & Anaya-Sánchez, Rafael & Japutra, Arnold, 2020. "The impact of affective and cognitive app experiences on loyalty towards retailers," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    20. Akdim, Khaoula & Casaló, Luis V. & Flavián, Carlos, 2022. "The role of utilitarian and hedonic aspects in the continuance intention to use social mobile apps," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    21. Yeh, Ching-Hsuan & Wang, Yi-Shun & Yieh, Kaili, 2016. "Predicting smartphone brand loyalty: Consumer value and consumer-brand identification perspectives," International Journal of Information Management, Elsevier, vol. 36(3), pages 245-257.
    22. Thakur, Rakhi, 2016. "Understanding Customer Engagement and Loyalty: A Case of Mobile Devices for Shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 32(C), pages 151-163.
    23. Morgan-Thomas, Anna & Veloutsou, Cleopatra, 2013. "Beyond technology acceptance: Brand relationships and online brand experience," Journal of Business Research, Elsevier, vol. 66(1), pages 21-27.
    24. Alalwan, Ali Abdallah & Baabdullah, Abdullah M. & Rana, Nripendra P. & Tamilmani, Kuttimani & Dwivedi, Yogesh K., 2018. "Examining adoption of mobile internet in Saudi Arabia: Extending TAM with perceived enjoyment, innovativeness and trust," Technology in Society, Elsevier, vol. 55(C), pages 100-110.
    25. Sullivan, Yulia W. & Koh, Chang E., 2019. "Social media enablers and inhibitors: Understanding their relationships in a social networking site context," International Journal of Information Management, Elsevier, vol. 49(C), pages 170-189.
    26. Duarte, Paulo & Pinho, José Carlos, 2019. "A mixed methods UTAUT2-based approach to assess mobile health adoption," Journal of Business Research, Elsevier, vol. 102(C), pages 140-150.
    27. Sheth, Jagdish N. & Newman, Bruce I. & Gross, Barbara L., 1991. "Why we buy what we buy: A theory of consumption values," Journal of Business Research, Elsevier, vol. 22(2), pages 159-170, March.
    28. Smaldone, Francesco & Ippolito, Adelaide & Ruberto, Margherita, 2020. "The shadows know me: Exploring the dark side of social media in the healthcare field," European Management Journal, Elsevier, vol. 38(1), pages 19-32.
    29. Varshneya, Geetika & Das, Gopal, 2017. "Experiential value: Multi-item scale development and validation," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 48-57.
    30. Li, Jiaoyang & Zhang, Cheng & Li, Xixi & Zhang, Chenghong, 2020. "Patients’ emotional bonding with MHealth apps: An attachment perspective on patients’ use of MHealth applications," International Journal of Information Management, Elsevier, vol. 51(C).
    31. Leung, Louis & Chen, Cheng, 2019. "E-health/m-health adoption and lifestyle improvements: Exploring the roles of technology readiness, the expectation-confirmation model, and health-related information activities," Telecommunications Policy, Elsevier, vol. 43(6), pages 563-575.
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    2. Xiu-Fu Tian & Run-Ze Wu, 2022. "Determinants of the Mobile Health Continuance Intention of Elders with Chronic Diseases: An Integrated Framework of ECM-ISC and UTAUT," IJERPH, MDPI, vol. 19(16), pages 1-19, August.
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