ArticleBMC geriatrics2024
Digital divide as a determinant of health in the U.S. older adults: prevalence, trends, and risk factors.
Article in BMC geriatrics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers, 3 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
60 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Effectiveness of eHealth Interventions in Alleviating Burden on Informal Caregivers of People With Dementia: Systematic Review and Meta-Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2026Pooled it
- Patient Concerns Regarding Artificial Intelligence Applications in Health Care: Systematic Review and Meta-Synthesis Based on Social Ecological Theory.Journal of medical Internet research · 2026Pooled it
- Influencing factors of digital health technology anxiety in the elderly: a systematic review and meta-analysis.Frontiers in psychology · 2025Pooled it
- Preferences for nutrition education delivery among low-income older adults.Annals of medicine · 2026Article
- Digital divide and health status among rural older adults in China: evidence from CHARLS.Global health action · 2026Article
- Perioperative care in older adults: a narrative review.European geriatric medicine · 2026Review
- Everyday Access and Rural Aging in Place: A Mixed-Methods Study of Applied Gerontological Intervention Priorities in South Korea.Healthcare (Basel, Switzerland) · 2026Article
- Association Between Smartphone Application Diversity and Occupational Participation Among Community-Dwelling Older Adults: A Cross-Sectional Study.Scandinavian journal of occupational therapy · 2026Article
- Connected care in a digital world: Engagement and telehealth use in older cancer survivors.Journal of geriatric oncology · 2026Article
- Nurses' Ethical Reasoning About Digital Ethical Risks: A Vignette-Elicited Qualitative Study.International nursing review · 2026Article
- Interest in and Feasibility of a Dementia Prevention Program Among Community-Dwelling Older Adults: A Questionnaire Survey.Geriatrics & gerontology international · 2026Article
- Digital Divide Among U.S. Adults with and without Cancer: Prevalence and Associated Factors.Journal of cancer education : the official journal of the American Association for Cancer Education · 2026Article
- Observational
- Experiences and Challenges of Patients With Chronic Respiratory Disease During a Virtual Research Study: Qualitative Study.Journal of participatory medicine · 2026Article
- Health-Related Digital Engagement and Incident Stroke Among Older Adults: Prospective Cohort Study.Journal of medical Internet research · 2026Article
- Local Companions and Healthcare Touchpoints in Older Adults' Communication Ecologies: Harnessing Information Ambassadors to Strengthen Pathways to Community-Based Services.Health communication · 2026Article
- How health literacy and eHealth literacy influence quality of life in older adults with chronic diseases: a network and path analysis.Health and quality of life outcomes · 2026Article
- AI Chatbots vs. Traditional Sources: Dental Health Literacy and Confidence Among Dental Patients-A Cross-Sectional Study.International dental journal · 2026Article
- Can health technologies be "care optimizers"? A normative evaluation of digital health technologies in light of postphenomenological reflections.Medicine, health care, and philosophy · 2026Article
- eHealth Literacy, self-management, and selected clinical and social correlates of nutrition-inflammation level among older adults with diabetes.BMC health services research · 2026Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
backgroundThe rapid development of digital technologies has fundamentally changed the care for older adults. However, not all older adults have equal opportunities to access and use the technologies, more importantly, be able to benefit from the technologies. We aimed to explore (1) the prevalence and the trend in the prevalence of digital divide in older adults, including digital access gap, digital use gap (specifically, using digital technologies for health commutation [e-communication gap]), and self-efficacy in information seeking gap (cognitive gap); (2) sociodemographic factors related to three perspectives of digital divide; and (3) the association between digital divide and self-rated health (exploratory).
methodsAdults aged 65 years or older (N = 5,671, weighted mean [SD] age = 74.26 [10.09] years) from the Health Information National Trends Surveys (2017-2020) were analyzed using the weighted logistic and linear regression models.
resultsThere was a significant linear decrease in the adjusted prevalence of digital access gap (odds ratio [OR] = 0.86, 95% CI = 0.78, 0.94) and the e-communication gap (OR = 0.88, 95% CI = 0.82, 0.95) over time. However, there were no significant changes in cognitive gap between 2017 and 2019, and between 2018 and 2020. Overall, older adults with digital divide were more likely to be less educated, have less income, and self-identified as Hispanic people. Univariate analyses found that three perspectives of digital divide were significantly associated with poor self-rated health. Multivariate analyses adjusted for covariates (e.g., age and sex) found that the access gap but not the e-commutation gap was associated with self-rated health and that cognitive gap was only associated with self-rated health between 2018 and 2020 but not between 2017 and 2019.
conclusionsDigital divide is decreasing but remains persistent and disproportionately affects self-rated health of older adults, particularly those who are socially disadvantaged (e.g., lower education and income). Continued efforts are needed to address digital divide among them.
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Registered trials
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