Table · dataset · 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>
Listed in figshare
<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.
Description
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>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33829540.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Health promotion · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology of ageing · Social Science · Sport and exercise psychology
- Inferred from text
- Longitudinal study 75%
Provenance · 1 source records, 21 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33829540 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:420603 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Health promotion'] |
| concepts[field].anzsrc:field:520106 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Psychology of ageing'] |
| concepts[field].anzsrc:field:520107 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Sport and exercise psychology'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[method].local:method:longitudinal-study | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |