Evidence map›Paper›PMID 41838931›Full record

ArticleJMIR aging2026

Key Challenges and Barriers to Digital Literacy for Older Adults: Scoping Review.

Salman Khan, Sarah Webster, John Puxty, Madison Robertson

Abstract readScoping Review
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. Cited by 14 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 2 pooled it
–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

14 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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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

4 authors.

Salman KhanPublic Health Sciences, Queen's University, Kingston, ON, Canada.ORCID http://orcid.org/0009-0008-5663-6573
Sarah WebsterCentre for Studies in Aging and Health, Department of Medicine, Queen's University, Etherington Hall, Room 3046, 94 Stuart Street, Kingston, ON, K7L 3N6, Canada, 1-343-364-0786.ORCID http://orcid.org/0000-0002-5156-2244
John PuxtyCentre for Studies in Aging and Health, Department of Medicine, Queen's University, Etherington Hall, Room 3046, 94 Stuart Street, Kingston, ON, K7L 3N6, Canada, 1-343-364-0786.ORCID http://orcid.org/0009-0009-4582-7996
Madison RobertsonCentre for Studies in Aging and Health, Department of Medicine, Queen's University, Etherington Hall, Room 3046, 94 Stuart Street, Kingston, ON, K7L 3N6, Canada, 1-343-364-0786.ORCID http://orcid.org/0000-0001-5984-8098

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite rising internet use in Canada, older adults continue to face significant barriers in adopting and using digital technologies. Digital literacy among older adults extends beyond technical proficiency, encompassing adaptation to new technologies, overcoming age-related limitations, and addressing socioeconomic disparities. Limited digital skills hinder social participation, access to essential services, and engagement with eHealth technologies, exacerbating disparities in health outcomes. Objective: This scoping review aimed to identify key barriers to digital literacy among older adults, synthesizing evidence from existing literature to provide a comprehensive understanding of the challenges older adults face in adopting and utilizing digital technologies. Methods: A systematic search was conducted across the Ovid MEDLINE, PubMed, Web of Science, and EBSCOhost databases to identify studies published in the past 10 years that examined digital literacy barriers among older adults. Data extraction captured population characteristics, study context, research methods, and outcomes, which were thematically analyzed to identify overarching categories and themes. Results: A total of 22 studies met the inclusion criteria. Most studies used a qualitative design (n=16, 72.72%), with the remaining studies comprising 3 quantitative studies (13.63%) and 3 reviews (13.63%). Seven primary barriers to digital literacy among older adults were identified: (1) health barriers, (2) support networks, (3) convenience and ease of use, (4) knowledge and information, (5) perception barriers, (6) resource barriers, and (7) barriers for special populations. Within these themes, 18 associated categories provided a more detailed understanding of the challenges older adults face in adopting and using digital technologies. Conclusions: These findings demonstrate that digital literacy challenges among older adults are shaped by interacting individual, social, and contextual factors rather than isolated skill deficits. Barriers often co-occur, with health-related limitations, access to support, technology design, and resource constraints jointly influencing digital engagement. This review highlights the need for integrated and inclusive digital literacy strategies that address compounded barriers and reflect the diverse circumstances of older adults. Future research should focus on establishing consistent definitions of digital literacy, evaluating the long-term impact of digital inclusion initiatives, and addressing the needs of subpopulations experiencing heightened or intersecting barriers.

Indexed as

Computer LiteracyHealth LiteracyAgedCanadaDigital HealthDigital MediaDigital TechnologyHumansdigital dividedigital inclusiondigital literacyeHealthinternetolder adultstechnology

Identifiers

PMID41838931
PMCPMC12991319

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.