Inhibitors and Enablers of AI-Supported Mobile Health Applications: The Roles of Innovation Resistance and Health Consciousness

Basit Öğe Kaydı
dc.authorid0000-0002-1060-1593
dc.authorid0000-0003-0734-3930
dc.contributor.authorCelebi, Omer Faruk
dc.contributor.authorTumer, Ebru
dc.contributor.authorAksoy, Nilsah Cavdar
dc.contributor.authorKocak Alan, Alev
dc.date.accessioned2026-02-08T15:15:33Z
dc.date.available2026-02-08T15:15:33Z
dc.date.issued2025
dc.departmentBursa Teknik Üniversitesi
dc.description.abstractThis study investigates the factors shaping user intention towards AI-supported mobile health applications (AIMHA) and aims to examine behavioral intention toward AIMHA by focusing on the factors that influence their adoption, both positively and negatively. Based on Dual Factor Theory (DFT) and Innovation Resistance Theory (IRT), a survey research was conducted. 621 individuals were surveyed online and gathered data was analyzed through structural equation modeling via AMOS 24 and Process Macro. Technology anxiety negatively, and technology readiness positively affect behavioral intention towards AIMHAs. Besides, findings related to mediating roles of innovation resistance barriers and moderating roles of health consciousness were gained. Based on our findings, we provide theoretical and practical implications for challenges and opportunities in AIMHA adoption, offering insights to improve current knowledge about technology-related and health-related factors.
dc.identifier.doi10.1080/10447318.2025.2544000
dc.identifier.issn1044-7318
dc.identifier.issn1532-7590
dc.identifier.scopus2-s2.0-105013024633
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1080/10447318.2025.2544000
dc.identifier.urihttps://hdl.handle.net/20.500.12885/5848
dc.identifier.wosWOS:001548014500001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherTaylor & Francis Inc
dc.relation.ispartofInternational Journal of Human-Computer Interaction
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzWOS_KA_20260207
dc.subjectAI-supported mobile health
dc.subjectdual factor theory
dc.subjectinnovation resistance theory
dc.subjecthealth consciousness
dc.titleInhibitors and Enablers of AI-Supported Mobile Health Applications: The Roles of Innovation Resistance and Health Consciousness
dc.typeArticle

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