Evidence map›Paper›PMID 42904387›Full record

ArticleJMIR aging2026

Integrating Perceived Psychosocial Outcomes Into the Assessment of Telecare Acceptability Among Slovenian Informal Caregivers of Older People: Cross-Sectional Survey Study.

Vesna Dolničar, Nejc Berzelak, Sakari Taipale, Simona Hvalič-Touzery

Abstract read
In one paragraph

Article in JMIR aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Vesna DolničarFaculty of Social Sciences, University of Ljubljana, Kardeljeva pl. 5, Ljubljana, 1000, Slovenia, 386 1-5805-366.ORCID http://orcid.org/0000-0001-5414-0496
Nejc BerzelakSocial Protection Institute of the Republic of Slovenia, Ljubljana, Slovenia.ORCID http://orcid.org/0000-0002-1298-4874
Sakari TaipaleDepartment of Social Sciences and Philosophy, University of Jyväskylä, Jyväskylä, Finland.ORCID http://orcid.org/0000-0001-8962-6226
Simona Hvalič-TouzeryFaculty of Social Sciences, University of Ljubljana, Kardeljeva pl. 5, Ljubljana, 1000, Slovenia, 386 1-5805-366.ORCID http://orcid.org/0000-0002-6310-9324

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: While telecare has considerable potential to improve home care services, benefit older adults, and support informal caregivers, its adoption remains limited. There is also a notable gap in empirical research on the factors that influence informal caregivers' behavioral intention to use telecare. In particular, existing theoretical acceptance models are insufficiently comprehensive, as they do not specifically address informal caregivers of older adults and have largely overlooked the psychosocial outcomes of engaging with telecare. Objective: This study examined the behavioral intention of Slovenian informal caregivers of older adults to use telecare, focusing on the preuse stage of technology acceptance, by integrating the perceived psychosocial outcomes of telecare engagement (peace of mind, reduced anxiety, sense of safety, and perceived connectedness with the care recipient) into the Unified Theory of Acceptance and Use of Technology (UTAUT) model. Methods: The study applied nested ordinary least squares regression analysis to survey data collected in 2021 in Slovenia from informal caregivers of older adults, all of whom were aged 40 years or older. Of 612 respondents in the dataset, 558 were retained after excluding current or former users of care-related assistive technologies; the regression analyses were based on the 526 participants with complete data on all model variables. Results: The regression analysis used 3 nested models to examine predictors of the intention of informal caregivers of older adults to use telecare. The first model, which included only background variables (burden of care, financial coping, and caregiver sociodemographic characteristics), had limited explanatory power ( Conclusions: In this cross-sectional sample, perceived psychosocial outcomes were the predictors most strongly associated with behavioral intention in the extended UTAUT model, indicating that they may be important factors in understanding telecare acceptability among informal caregivers. The findings suggest that developers, policymakers, and health and social care providers should consider not only functional aspects of telecare but also the psychosocial needs of informal caregivers. As the study measured self-reported intention at the preuse stage rather than actual use, longitudinal and behavioral research is needed to establish whether these associations translate into telecare adoption.

Indexed as

CaregiversPatient Acceptance of Health CareTelemedicineAdultAgedAged, 80 and overCross-Sectional StudiesFemaleHumansMaleMiddle AgedSloveniaSurveys and Questionnairesagingbehavioral intention to usee-careinformal careinformal carersolder adultspsychosocial factorspsychosocial impactstechnology acceptancetelecareUnified Theory of Acceptance and Use of TechnologyUTAUT

Identifiers

PMID42904387
PMCPMC13684353

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.