Evidence map›Paper›PMID 41392900›Full record

ArticleAustralasian journal on ageing2025

Factors Associated With Digital Confidence and Use of Technology Among Older Queenslanders.

Jeni Warburton, Mehak Oberai, Connor Forbes, Zhiwei Xu, Aaron Bach, Ella Jackman, Sarah Cunningham, Sebastian Binnewies, Shannon Rutherford, Steven Baker

Abstract read
In one paragraph

Article in Australasian journal on ageing, 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

10 authors.

Jeni WarburtonLa Trobe University, Melbourne, Victoria, Australia.
Mehak OberaiSchool of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia.ORCID https://orcid.org/0000-0002-6204-6333
Connor ForbesSchool of Information and Communication Technology, Griffith University, Gold Coast, Queensland, Australia.
Zhiwei XuGriffith Institute for Human and Environmental Resilience (GIHER), Griffith University, Nathan, Queensland, Australia.
Aaron BachSchool of Health Sciences and Social Work, Griffith University, Gold Coast, Queensland, Australia.
Ella JackmanSchool of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia.
Sarah CunninghamUniversity of Queensland, Brisbane, Queensland, Australia.
Sebastian BinnewiesSchool of Information and Communication Technology, Griffith University, Gold Coast, Queensland, Australia.
Shannon RutherfordSchool of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia.
Steven BakerSchool of Health Sciences and Social Work, Griffith University, Gold Coast, Queensland, Australia.ORCID https://orcid.org/0000-0002-4470-5892

Funding

Wellcome Trust 224709
6 · The paper itself

Abstract

objectiveDigital technology increasingly plays an important role in supporting older adults to live longer and healthier lives. However, research consistently identifies barriers to technology usage for some older adults, particularly as they age. This study draws on data from a survey of older adults (aged 65 years and older) to improve our understanding of the role that confidence with technology plays in older adults' technology acceptance.

methodsWe analysed technology usage and acceptance data from 547 Queensland older adults (53% male, 47% female) gathered as part of a larger survey examining how technology may assist the development of an in-home heat early warning system for older Queenslanders. Respondents fell within five age range groups, 65-69 years (24%), 70-74 years (29%), 75-79 years (28%), 80-84 years (12%) and 85+ (7%).

resultsRespondents from the highest age range groups were more apprehensive about, and were slower to adopt, new technologies. Moreover, overall use of technology also declined with age, implying the need to consider ageing cohorts when considering technology acceptance. When looking at digital confidence, our results highlight that age was the only independent variable that predicted (inversely) digital confidence, and somewhat counterintuitively, frustration with technology. This may suggest that older cohorts avoid using new technology to avoid the risk of frustration.

conclusionsResults from the survey data add to our knowledge of the patterns of technology usage and acceptance by older adults. Our analysis underscores the need to consider variables such as confidence or frustration with technology when considering whether cutting-edge technologies will benefit older users.

Indexed as

AgingAttitude to ComputersDigital TechnologyHealth Knowledge, Attitudes, PracticeAgedAged, 80 and overAge FactorsFemaleHumansMaleQueenslandSurveys and Questionnairesageddigital dividesurveys and questionnairestechnology

Identifiers

PMID41392900
PMCPMC7618690

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.