Evidence map›Paper›PMID 41194079›Full record

ArticleBMC public health2025

Older adults' attitudes towards using technologies for communication, entertainment, health and productivity: a cross-sectional study.

Yunrui Hao, Ler Ting Koh, Chong Han Peh, Dillon Christopher Yj Teo, Keerthana Thangaraja, Ngan Phoon Fong, Cynthia Chen

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

7 authors.

Yunrui HaoYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Ler Ting KohYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Chong Han Peh *Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building (MD1), 12 Science Drive 2, #09-01, Singapore, 117549, Singapore.
Dillon Christopher Yj Teo *Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building (MD1), 12 Science Drive 2, #09-01, Singapore, 117549, Singapore.
Keerthana Thangaraja *Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building (MD1), 12 Science Drive 2, #09-01, Singapore, 117549, Singapore.
Ngan Phoon FongYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Cynthia ChenYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore. cynchen@nus.edu.sg.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTechnology is essential for advancing healthcare services by enhancing information availability and access. This is especially relevant to Singapore's rapidly ageing population. However, despite widespread smartphone ownership, usage of health-related applications remains low among older Singaporeans. Therefore, this study sought to investigate and understand key factors influencing older adults' attitudes towards technology, namely in health, communication, productivity, and entertainment.

methodsThis cross-sectional study was conducted in Singapore through a self-administered face-to-face questionnaire. Data were collected from 380 adults aged 40 and above regarding attitudes towards different technologies in four domains: health, communication, productivity, and entertainment in July 2023. Participants' responses were then re-coded as having a positive or negative attitude, and chi-square tests were used to analyse across categorical variables. Multivariable logistic regression examined the association between attitude and age groups, adjusting for confounders.

resultsOverall, respondents exhibited positive attitudes toward health technology (69.5%), communication (94.5%), entertainment (85.8%), and productivity (79.7%). Participants aged 75 and above exhibited lower positive attitudes, although they demonstrated notable positivity toward communication (74.6%) and entertainment (56.7%), as opposed to health (35.8%) and productivity (38.8%). Younger age groups (40-54 years) exhibited higher odds of positive attitude toward health technology (OR 7.69, 95% CI: 2.42-25.5), similarly for those with higher education (OR 6.0, 95% CI: 2.64-14.1) and larger families (OR 4.77, 95% CI: 1.54-17.2) after multivariable adjustment. Notably, positive attitudes toward health technology were consistently lower across all age groups compared to other domains. Within health technology, younger adults were more inclined to use medical services and health apps compared to older adults. Although younger adults utilised technology more for time-saving purposes (53% vs. 18%, P < 0.001), no age differences were observed for health monitoring (44% vs. 37%, P = 0.228).

conclusionMore older Singaporeans were less positive towards health technology compared to technologies for communication, productivity, and entertainment. Increasing age remains the predominant variable, even after adjusting for confounders. Efforts to improve accessibility, usability, and perceived usefulness of health technologies may help enhance adoption among older adults.

Indexed as

CommunicationEfficiencyAdultAgedAged, 80 and overCross-Sectional StudiesFemaleHumansMaleMiddle AgedSingaporeSurveys and QuestionnairesAttitude to healthDigital healthHealth technology adoptionOlder adults

Identifiers

PMID41194079
PMCPMC12590700

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.