2026-10-07T04:32:38Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33829540 2026-09-16T07:36:42Z category_27193 category_30316 category_30313 item_type_3 month_year_09_2026

<b>Technology Acceptance and Health Management Self-Efficacy as Complementary Pathways Linking Perceived AI Health Service Personalization to Perceived Improvement in Older Adults’ Health Management Behaviors: A Four-Wave Longitudinal Study</b> ZHAOYU LIU (22178998) Health promotion Sport and exercise psychology Psychology of ageing older adults AI health services perceived personalization Technology Acceptance Modeling health management self-efficacy perceived improvement in health management behaviors <p dir="ltr">This four-wave longitudinal study examined how older adults’ perceived personalization of AI health services was associated with later perceived improvement in their health management behaviors. Participants were 580 adults aged 60 years or older with prior experience using AI health services. Across four waves, the study assessed perceived personalization, technology acceptance, health management self-efficacy, system use, and perceived behavioral improvement. Structural equation modeling was used to test the longitudinal indirect pathways. The findings indicated that technology acceptance and health management self-efficacy functioned as complementary pathways, with system use linking earlier perceptions to later perceived improvement in health management behaviors.</p> 2026-09-16T07:36:42Z Dataset Dataset 10.6084/m9.figshare.33829540.v1 https://figshare.com/articles/dataset/_b_Technology_Acceptance_and_Health_Management_Self-Efficacy_as_Complementary_Pathways_Linking_Perceived_AI_Health_Service_Personalization_to_Perceived_Improvement_in_Older_Adults_Health_Management_Behaviors_A_Four-Wave_Longitudinal_Study_b/33829540 CC BY 4.0