Evidence map›Paper›PMID 36459398›Full record

ArticleJournal of medical Internet research2022

Building Digital Literacy in Older Adults of Low Socioeconomic Status in Singapore (Project Wire Up): Nonrandomized Controlled Trial.

Nerice Heng Wen Ngiam, Wan Qi Yee, Nigel Teo, Ka Shing Yow, Amrish Soundararajan, Jie Xin Lim, Haikel A Lim, Angeline Tey, Kai Wen Aaron Tang, Celine Yi Xin Tham and 5 more

Registry-linked trialOpen access · goldAbstract readControlled Clinical Trial
In one paragraph

Article in Journal of medical Internet research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07161674 (WhatsApp Intervention for Seniors' Digital and Cognitive Management), which is not on this map. Cited by 43 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed, 2 pooled it
34.4field-weighted citation impact, top 1% of its field
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.

NCT07161674 nanot yet recruitingnot on this mapstarted 2025, after this paper: background citation

WhatsApp Intervention for Seniors' Digital and Cognitive Management (WISDOM): a Mixed-methods Pilot Study

TypeinterventionalSponsorNational University of SingaporeRan2025 to 2027Enrolled140ConditionsCognition, Aged, Digital Health LiteracyArmsDigital health literacy program
3 · Its place in the literature

Who cites it

43 citing papers in PubMed, 2 syntheses or guidelines pooled it, 67 citations in OpenAlex.

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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

15 authors at 3 institutions in 2 countries.

Nerice Heng Wen Ngiam *TriGen - Trigenerational Homecare, Singapore, Singapore.ORCID 0000-0001-5907-7174
Wan Qi Yee *Population Health and Integrated Care Office, Singapore General Hospital, Singapore, Singapore.ORCID 0000-0003-1165-4571
Nigel TeoPopulation Health and Integrated Care Office, Singapore General Hospital, Singapore, Singapore.ORCID 0000-0002-8826-5075
Ka Shing YowTriGen - Trigenerational Homecare, Singapore, Singapore.ORCID 0000-0002-6168-3752
Amrish SoundararajanTriGen - Trigenerational Homecare, Singapore, Singapore.ORCID 0000-0001-7037-8576
Jie Xin LimTriGen - Trigenerational Homecare, Singapore, Singapore.ORCID 0000-0003-3117-417X
Haikel A LimTriGen - Trigenerational Homecare, Singapore, Singapore.ORCID 0000-0002-9529-3517
Angeline TeyTriGen - Trigenerational Homecare, Singapore, Singapore.ORCID 0000-0001-8958-4476
Kai Wen Aaron TangTriGen - Trigenerational Homecare, Singapore, Singapore.ORCID 0000-0002-2631-9437
Celine Yi Xin ThamTriGen - Trigenerational Homecare, Singapore, Singapore.ORCID 0000-0003-0731-2907
Jamaica Pei Ying TanPopulation Health and Integrated Care Office, Singapore General Hospital, Singapore, Singapore.ORCID 0000-0003-2373-4747
Si Yinn LuResearch and Translational Innovation Office, SingHealth Community Hospitals, Singapore, Singapore.ORCID 0000-0001-9498-8803
Sungwon YoonHealth Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore.ORCID 0000-0001-9458-6097
Kennedy Yao Yi Ng *TriGen - Trigenerational Homecare, Singapore, Singapore.ORCID 0000-0001-6630-3803
Lian Leng Low *Population Health and Integrated Care Office, Singapore General Hospital, Singapore, Singapore.ORCID 0000-0003-4228-2862
Medigene (Germany) · DESingapore General Hospital · SGSingHealth · SG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn a rapidly digitalizing world, the inability of older adults to leverage digital technology has been associated with weaker social connections and poorer health outcomes. Despite the widespread digital adoption in Singapore, older adults, especially those of lower socioeconomic status (SES), still face difficulties in adopting information and communications technology and are typically digitally excluded.

objectiveWe aimed to examine the impact of the volunteer-led, one-on-one, and home-based digital literacy program on digital literacy and health-related outcomes such as self-reported loneliness, social connectedness, quality of life, and well-being for older adults of low SES.

methodsA nonrandomized controlled study was carried out in Singapore between July 2020 and November 2021 involving 138 digitally excluded community-dwelling older adults aged ≥55 years and of lower SES. Older adults awaiting participation in the program served as controls. Older adults under the intervention were equipped with a smartphone and cellular data, underwent fortnightly to monthly digital literacy training with volunteers to learn digital skills, and digitally connected to their existing social networks. Primary outcome was the improvement in self-reported digital literacy. Secondary outcomes included improvements in University of California, Los Angeles 3-item loneliness scale, Lubben Social Network Scale-6, EQ-5D-3L and EQ visual analogue scale scores, and Personal Wellbeing Score.

resultsThere were significant improvements in digital literacy scores in the intervention group as compared to controls (mean difference 2.28, 95% CI 1.37-3.20; P<.001). Through multiple linear regression analyses, this difference in digital literacy scores remained independently associated with group membership after adjusting for differences in baseline scores, age, gender, education, living arrangement, housing type, and baseline social connectivity and loneliness status. There was no statistically significant difference in University of California, Los Angeles 3-item loneliness scale, Lubben Social Network Scale-6, Personal Wellbeing Score, or EQ-5D Utility and visual analogue scale score.

conclusionsThis study adds to the growing research on digital inclusion by showing that a volunteer-led, one-on-one, and home-based digital literacy program contributed to increase digital literacy in older adults of low SES. Future studies should look into developing more older adult-friendly digital spaces and technology design to encourage continued digital adoption in older adults and, eventually, impact health-related outcomes.

Indexed as

LiteracyQuality of LifeAgedHumansIncomeSingaporeSocial ClassCOVID-19 pandemicdigital inclusivitydigital literacyhealth determinantsinformation and communication technologylonelinessolder adultsquality of lifesocial connectednesssocial distancingweb-basedwell-being

Identifiers

PMID36459398
PMCPMC9758632
OpenAlexW4310563598

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.