Evidence map›Paper›PMID 40882958›Full record

ArticleApplied clinical informatics2025

Real-World Challenges of Using Assisted Living Technologies across Different Australian Aged Care Settings: A Qualitative Study of User Experiences.

Nida Afzal, Amy D Nguyen, Annie Lau

Abstract read
In one paragraph

Article in Applied clinical informatics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

3 authors.

Nida AfzalCentre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, New South Wales, Australia.
Amy D NguyenCentre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, New South Wales, Australia.
Annie LauCentre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, New South Wales, Australia.

Funding

International Macquarie Research Excellence Scholarship (iMQRES) 20224280
6 · The paper itself

Abstract

Aging populations strain health care systems. Assisted Living Technologies (ALTs) emerge as a potential solution for promoting independent living among older adults. However, the real-world effect of ALTs remains unclear.This study explores benefits and challenges (anticipated and unanticipated) of ALTs for older adults and informal caregivers across three aged care settings (residential aged care facilities [RACFs], retirement villages [RVs], and home-dwelling communities [HDCs]) in Australia.Three ALTs (fall detection sensors, sleep monitors, and smartwatches) were deployed across three settings. NASSS framework (Non-adoption, Abandonment, Scale-up, Spread, and Sustainability), informed by sociotechnical theories, guided analysis of the interplay between technology, user needs, and caregiving context in ALTs implementation. Semistructured interviews with 14 older adults and 9 caregivers from 19 households explored user experiences. Benefits and challenges of using ALTs for older adults and informal caregivers were categorized using the consequences framework.Setting-specific challenges alongside common benefits and challenges across care settings were revealed. The NASSS framework analysis showed how technology limitations, user needs, and caregiving context influenced these outcomes. In RACFs, where residents receive constant nursing assistance, informal caregivers faced uncertainty regarding who was responsible for monitoring residents. In RVs, with a strong sense of community, informal caregivers (often neighbors) were more prone to overreacting to false alarms. Shared sleeping arrangements among HDCs made interpreting sleep data challenging.Implementing ALTs in elderly care settings requires a context-sensitive approach. In RACFs, clear role definitions for informal caregivers and staff are essential. For RVs, design should support help-seeking aligned with residents' social and geographical contexts. Home-dwelling settings may benefit from advanced sleep monitoring tailored to shared living arrangements. Future ALTs development should focus on real-world contexts to promote successful aging in place.

Indexed as

Assisted Living FacilitiesQualitative ResearchAgedAged, 80 and overAustraliaCaregiversFemaleHumansMale

Identifiers

PMID40882958
PMCPMC12396903

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Registered trials

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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.