SynthesisJournal of medical Internet research2021
Measurement of Digital Literacy Among Older Adults: Systematic Review.
Synthesis in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 145 papers, 9 of them syntheses that pooled 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.
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.
Who cites it
145 citing papers in PubMed, 9 syntheses or guidelines pooled it, 328 citations in OpenAlex.
- What is known about digital literacy, digital inclusion and attitudes to digital health tools among older adults undergoing surgery? A systematic review and narrative synthesis.Age and ageing · 2026Pooled it
- Psychometric Properties of Digital Divide Measurement Instruments in Health Contexts: Systematic Review.JMIR human factors · 2026Pooled it
- Validation status of cognitive digital assessments by the FDA BEST framework and context of use in preclinical AD studies: A systematic review.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Pooled it
- Sedentary behaviour interventions in rheumatoid arthritis and osteoarthritis: a systematic scoping review of intervention content, perceived acceptability and efficacy.BMC rheumatology · 2025Pooled it
- Tackling social disconnection: an umbrella review of RCT-based interventions targeting social isolation and loneliness.BMC public health · 2024Pooled it
- Effectiveness of eHealth Interventions in Improving Medication Adherence Among Patients With Cardiovascular Disease: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- The relationship between digital transformation and digital literacy - an explanatory model: Systematic literature review.F1000Research · 2024Pooled it
- Facilitators of and Barriers to Accessing Hospital Medical Specialty Telemedicine Consultations During the COVID-19 Pandemic: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Diagnostic accuracy of eHealth literacy measurement tools in older adults: a systematic review.BMC geriatrics · 2023Pooled it
- Clinical Outcomes of a Digital Companion in Periodontal Care: A Randomised Controlled Trial.Journal of clinical periodontology · 2026Trial
- A videoconferencing group-based psychoeducation for family caregivers of people living with dementia: a feasibility study.BMC geriatrics · 2026Trial
- Study of the psychometric properties of the HLS-EU-12 questionnaire in rural Bangladesh.PloS one · 2025Trial
- Enhancing patient participation in discharge medication communication: a feasibility pilot trial.BMJ open · 2024Trial
- Everyday Digital Literacy Questionnaire for Older Adults: Instrument Development and Validation Study.Journal of medical Internet research · 2023Trial
- A Preventive Behavior Questionnaire for Older Workers in Brazil: Protocol for a Cross-Cultural Adaptation and Validation Study.JMIR research protocols · 2026Article
- Article
- Behavioral Barriers to Digital Health and Conditions of Digital Resilience Among Older Adults: Evidence from China.Behavioral sciences (Basel, Switzerland) · 2026Article
- Factors associated with digital health literacy among community-dwelling older adults in Japan: An in-person cross-sectional study.Global health & medicine · 2026Article
- Supervised Exposure to XR Device-Task Configurations in Mild Cognitive Impairment: Descriptive Self-Report Acceptability Pilot Study.Sensors (Basel, Switzerland) · 2026Article
- Perceived Algorithmic Care Intensity and Older Adults' Autonomy in Community Smart Care: Mixed Methods Study.JMIR aging · 2026Article
85 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
- Erratum issued
Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundNumerous instruments are designed to measure digital literacy among the general population. However, few studies have assessed the use and appropriateness of these measurements for older populations.
objectiveThis systematic review aims to identify and critically appraise studies assessing digital literacy among older adults and to evaluate how digital literacy instruments used in existing studies address the elements of age-appropriate digital literacy using the European Commission's Digital Competence (DigComp) Framework.
methodsElectronic databases were searched for studies using validated instruments to assess digital literacy among older adults. The quality of all included studies was evaluated using the Crowe Critical Appraisal Tool (CCAT). Instruments were assessed according to their ability to incorporate the competence areas of digital literacy as defined by the DigComp Framework: (1) information and data literacy, (2) communication and collaboration, (3) digital content creation, (4) safety, and (5) problem-solving ability, or attitudes toward information and communication technology use.
resultsSearches yielded 1561 studies, of which 27 studies (17 cross-sectional, 2 before and after, 2 randomized controlled trials, 1 longitudinal, and 1 mixed methods) were included in the final analysis. Studies were conducted in the United States (18/27), Germany (3/27), China (1/27), Italy (1/27), Sweden (1/27), Canada (1/27), Iran (1/27), and Bangladesh (1/27). Studies mostly defined older adults as aged ≥50 years (10/27) or ≥60 years (8/27). Overall, the eHealth Literacy Scale (eHEALS) was the most frequently used instrument measuring digital literacy among older adults (16/27, 59%). Scores on the CCAT ranged from 34 (34/40, 85%) to 40 (40/40, 100%). Most instruments measured 1 or 2 of the DigComp Framework's elements, but the Mobile Device Proficiency Questionnaire (MDPQ) measured all 5 elements, including "digital content creation" and "safety."
conclusionsThe current digital literacy assessment instruments targeting older adults have both strengths and weaknesses, relative to their study design, administration method, and ease of use. Certain instrument modalities like the MDPQ are more generalizable and inclusive and thus, favorable for measuring the digital literacy of older adults. More studies focusing on the suitability of such instruments for older populations are warranted, especially for areas like "digital content creation" and "safety" that currently lack assessment. Evidence-based discussions regarding the implications of digitalization for the treatment of older adults and how health care professionals may benefit from this phenomenon are encouraged.
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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.