Observational studyJournal of medical Internet research2019
Effects of Digital Device Ownership on Cognitive Decline in a Middle-Aged and Elderly Population: Longitudinal Observational Study.
Observational study in Journal of medical Internet research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 5 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
39 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- The Associations Between Digital Exclusion and Physical or Cognitive Function in Middle-Aged and Older Adults: Systematic Review and Meta-Analysis.JMIR aging · 2026Pooled it
- A meta-analysis of technology use and cognitive aging.Nature human behaviour · 2025Pooled it
- Digital Therapeutics in China: Comprehensive Review.Journal of medical Internet research · 2025Pooled it
- Digital interventions for healthy ageing and cognitive health in older adults: a systematic review of mixed method studies and meta-analysis.BMC geriatrics · 2024Pooled it
- The use of commercial computerised cognitive games in older adults: a meta-analysis.Scientific reports · 2020Pooled it
- The Living Lab Concept in the Detection, Prevention and Monitoring of Geriatric Syndromes in Elderly Patients with Cardiovascular Disease-A Narrative Review.Journal of clinical medicine · 2026Review
- Mapping the Use of Information and Communication Technologies in Health Interventions for Older Adults: A Rapid Review.Journal of cross-cultural gerontology · 2026Review
- Longitudinal associations between internet access and cognitive decline in older adults.Scientific reports · 2026Article
- The association between digital literacy and cognitive function in older adults: the multiple mediating roles of self-efficacy, social participation, and psychological resilience.Frontiers in aging · 2026Article
- Short-form video usage and cognitive function among rural older adults in northern China: a cross-sectional study.Frontiers in public health · 2026Article
- Technology Activities and Cognitive Trajectories Among Community-Dwelling Older Adults: National Health and Aging Trends Study.JMIR aging · 2025Article
- Association between the use of information and communication technology and cognitive decline stratified by social isolation: The Otassha study.The journal of prevention of Alzheimer's disease · 2025Observational
- Evolving role of the internet in China as a medium for promoting psychological well-being and mental health: a scoping review.The Lancet regional health. Western Pacific · 2025Review
- Digital Isolation and Dementia Risk in Older Adults: Longitudinal Cohort Study.Journal of medical Internet research · 2025Article
- Article
- Quantifying the association between rural older adult daily internet use duration and affective disorders: an empirical study based on propensity score matching.Frontiers in public health · 2025Observational
- Relationship Between Internet Use and Cognitive Function Among Middle-Aged and Older Chinese Adults: 5-Year Longitudinal Study.Journal of medical Internet research · 2024Article
- Digital Exclusion and Cognitive Function in Elderly Populations in Developing Countries: Insights Derived From 2 Longitudinal Cohort Studies.Journal of medical Internet research · 2024Article
- Influencing factors, gender differences and the decomposition of inequalities in cognitive function in Chinese older adults: a population-based cohort study.BMC geriatrics · 2024Article
- Digital health and health equity: How digital health can address healthcare disparities and improve access to quality care in Africa.Health promotion perspectives · 2024Review
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCognitive decline is a major risk factor for disability and death and may serve as a precursor of dementia. Digital devices can provide a platform of cognitively stimulating activities which might help to slow cognitive decline during the process of normal aging.
objectiveThis longitudinal study aimed to examine the independent protective factors of desktop and cellphone ownership against cognitive decline in mid-life and older adulthood and to examine the combined effect of desktop and cellphone ownership on the same outcome.
methodsData was obtained from a China Health and Retirement Longitudinal Studies (CHARLS) cohort made up of 13,457 community-dwelling adults aged 45 years or above in 2011-2012. They were followed for 4 years, with baseline measurements taken as well as 2 two-year follow-up visits. Cognitive function was tested during the baseline test and follow-up visits. A global cognition z-score was calculated based on two domains: word recall and mental intactness. The key independent variables were defined as: whether one had desktops with internet connection at home and whether one had a cellphone. An additional categorical variable of three values was constructed as: 0 (no desktop or cellphone), 1 (desktop or cellphone alone), and 2 (desktop and cellphone both). Mixed-effects regression was adjusted for demographic and health behavior as well as health condition risk factors.
resultsAdjusted for demographic and health behavior as well as health condition risk factors, desktop and cellphone ownership were independently associated with subsequent decreased cognitive decline over the four-year period. Participants without a desktop at home had an adjusted cognitive decline of -0.16 standard deviations (95% CI -0.18 to -0.15), while participants with a desktop at home had an adjusted cognitive decline of -0.10 standard deviations (95% CI -0.14 to -0.07; difference of -0.06 standard deviations; P=.003). A similar pattern of significantly protective association of 0.06 standard deviations (95% CI 0.03-0.10; P<.001) between cellphone ownership and cognitive function was observed over the four-year period. Additionally, a larger longitudinal protective association on cognitive decline was observed among those with both of the digital devices, although the 95% CIs for the coefficients overlapped with those with a single digital device alone.
conclusionsFindings from this study underscored the importance of digital devices as platforms for cognitively stimulating activities to delay cognitive decline. Future studies focusing on use of digital devices are warranted to investigate their longitudinal protective factors against cognitive decline at mid- and later life.
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