The shift from disease-centric to patient-centric healthcare: Assessing physicians’ intention to use AI doctors

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dc.contributor.authorUymaz, Ali Osman
dc.contributor.authorUymaz, Pelin E.
dc.contributor.authorAkg?l, Yakup
dc.date.accessioned2026-01-24T12:20:51Z
dc.date.available2026-01-24T12:20:51Z
dc.date.issued2024
dc.departmentAlanya Alaaddin Keykubat Üniversitesi
dc.description.abstractThis study examines physicians’ attitudes toward the intention to use AI doctors in healthcare. Currently, physicians use smart health technologies, health data, and AI in disease-focused research hospitals, and industry regulators hope that AI technology will be extensively used for each person, which means a shift from disease-centric to individual-centric healthcare. Using the theory of technology acceptance and use, a research model was developed to understand physicians’ intentions to use AI doctors for data collection, diagnosis, treatment planning, and patient follow-up. The causal comparison screening technique was used to determine the causes and consequences of physicians’ attitudes, behaviors, ideas, and beliefs. The responses of 478 physicians were evaluated using structural equation modeling and deep learning (an artificial neural network). It was discovered that physicians intend to use AI doctors first for diagnosis and treatment planning, and then for data collection and patient follow-up. According to the findings, the main constructs are performance expectancy, perceived task technology fit, high-tech habits, and hedonic motivation. © 2024 by author(s). Environment and Social Psychology is published by Asia Pacific Academy of Science Pte. Ltd.
dc.identifier.doi10.54517/esp.v9i4.2308
dc.identifier.issn2424-7979
dc.identifier.issue4
dc.identifier.scopus2-s2.0-85183856033
dc.identifier.scopusqualityQ4
dc.identifier.urihttps://doi.org/10.54517/esp.v9i4.2308
dc.identifier.urihttps://hdl.handle.net/20.500.12868/4639
dc.identifier.volume9
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherAsia Pacific Academy of Science Pte Ltd
dc.relation.ispartofEnvironment and Social Psychology
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_Scopus_20260121
dc.subjectartificial intelligence
dc.subjectartificial neural network
dc.subjecthealthcare
dc.subjectindividual-centric healthcare
dc.subjectPLS-SEM
dc.subjectprevention of diseases
dc.titleThe shift from disease-centric to patient-centric healthcare: Assessing physicians’ intention to use AI doctors
dc.typeArticle

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