ArticleInternational journal of environmental research and public health2021
Examining Protection Motivation and Network Externality Perspective Regarding the Continued Intention to Use M-Health Apps.
Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Factors Influencing the Acceptance and Adoption of Mobile Health Apps by Physicians During the COVID-19 Pandemic: Systematic Review.JMIR mHealth and uHealth · 2023Pooled it
- Healthcare consumers' acceptance and use of digital health technology in LMICs and the role of self-efficacy and facilitating conditions: a systematic review and meta-analysis.The Lancet regional health. Western Pacific · 2026Article
- Assessing parent privacy awareness and coping appraisals in the adoption of child-monitoring technologies.Frontiers in psychology · 2026Article
- Article
- Do consumers continue to use O2O food delivery services in the post-pandemic era? Roles of sedentary lifestyle.Heliyon · 2023Article
- Understanding Post-Adoption Behavioral Intentions of Mobile Health Service Users: An Empirical Study during COVID-19.International journal of environmental research and public health · 2023Article
- Social Acceptance of Mobile Health among Young Adults in Japan: An Extension of the UTAUT Model.International journal of environmental research and public health · 2022Article
- Go Green, Go Social: Exploring the Antecedents of Pro-Environmental Behaviors in Social Networking Sites beyond Norm Activation Theory.International journal of environmental research and public health · 2022Article
- Identifying major impact factors affecting the continuance intention of mHealth: a systematic review and multi-subgroup meta-analysis.NPJ digital medicine · 2022Review
- Stimuli Influencing Engagement, Satisfaction, and Intention to Use Telemedicine Services: An Integrative Model.Healthcare (Basel, Switzerland) · 2022Article
- Factors Influencing Continued Usage Behavior on Mobile Health Applications.Healthcare (Basel, Switzerland) · 2022Article
- Impact of social influence on users' continuance intention toward sports and fitness applications.Frontiers in public health · 2022Article
- Intrinsic motivations in health and fitness app engagement: A mediation model of entertainment.Digital healthArticle
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
M-health apps have developed rapidly and are widely accepted, but users' continued intention to use m-health apps has not been fully explored. This study was designed to obtain a better understanding of users' continued intention to use m-health apps. We developed a theoretical model by incorporating the protection motivation theory and network externalities and conducted an empirical study of a 368-respondent sample. The results showed that: (1) perceived vulnerability has a direct impact on users' self-efficacy and response efficacy; (2) self-efficacy and response efficacy have a direct impact on users' attitudes and continued intention; (3) network externalities affect users' attitudes and continued intention, among which direct network externalities have an indirect impact on users' continued intention through attitude; and (4) the impacts of self-efficacy, response efficacy, and indirect network externalities on continued intention are partially meditated by attitudes.
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Registered trials
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