ArticleJournal of medical Internet research2024
Relationship Between Internet Use and Cognitive Function Among Middle-Aged and Older Chinese Adults: 5-Year Longitudinal Study.
Article in Journal of medical Internet research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Behavioral Barriers to Digital Health and Conditions of Digital Resilience Among Older Adults: Evidence from China.Behavioral sciences (Basel, Switzerland) · 2026Article
- Paid work participation and cognitive function trajectories among older adults in China: evidence from a longitudinal study.BMC geriatrics · 2026Article
- Smartphone use and cognitive performance in middle-aged and older adults: a cross-sectional study in China.BMC public health · 2026Article
- Broadband Access, Internet Use, and General Cognition in Middle-Aged and Older Adults: Longitudinal Study.JMIR aging · 2026Article
- The relationship between social interaction patterns and cognitive trajectory in older adult: evidence from ELSA.BMC public health · 2026Article
- Digital Engagement and Cognitive Function Among Older Adults in China: Cross-Sectional Questionnaire Study and Moderated Mediation Model Analysis.Journal of medical Internet research · 2026Article
- Broadband Availability and Alzheimer's Disease and Related Dementias Prevalence in Central Appalachia.Journal of social service research · 2026Article
- Profiles of digital disability among Chinese older adults and its association with cognitive function: a latent profile analysis.Frontiers in aging neuroscience · 2026Article
- Beyond access: how heterogeneity of internet use differentially shapes cognitive function among Chinese older adults.Frontiers in public health · 2026Article
- Internet use and frailty in Chinese middle-aged and older adults: empirical evidence from CHARLS 2020.BMC public health · 2025Article
- Associations between internet use, social participation, and cognitive function among middle-aged and older adults.Npj mental health research · 2025Article
- Association between long-term visit-to-visit resting heart rate variability and cognitive decline: evidence from two national cohorts.BMC psychiatry · 2025Article
- Impact of content features of digital micro-dramas on active aging: the serial mediation effect of emotional engagement and social connectedness.Frontiers in psychology · 2025Article
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5 authors.
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Abstract
backgroundCognitive decline poses one of the greatest global challenges for health and social care, particularly in China, where the burden on the older adult population is most pronounced. Despite the rapid expansion of internet access, there is still limited understanding of the long-term cognitive impacts of internet use among middle-aged and older adults.
objectiveThis study aims to explore the association between internet use and age-related cognitive decline among middle-aged and older Chinese adults. To gain a more comprehensive understanding of the effects of internet use, we also focused on assessing the impact of both the frequency of internet use and the types of internet devices on cognition. Moreover, we assessed the mediating role of internet use on cognitive function for characteristics significantly linked to cognition in stratified analysis.
methodsWe analyzed data based on 12,770 dementia-free participants aged ≥45 years from the China Health and Retirement Longitudinal Study. We used a fixed effects model to assess the relationship between internet use and cognitive decline and further validated it using multiple linear regression analysis, generalized estimating equations, propensity score matching, inverse probability of treatment weighting, and overlap weighting. We further examined the varying effects of internet device type and frequency on cognitive function using fixed effects models and Spearman rank correlations. The Karlson-Holm-Breen method was used to estimate the mediating role of internet use in the urban-rural cognitive gap.
resultsParticipants using the internet (n=1005) were younger, more likely to be male, more educated, married, retired and living in an urban area and had higher cognitive assessment scores than nonusers (n=11,765). After adjusting for demographic and health-related risk factors, there was a positive correlation between internet use and cognitive function (β=0.551, 95% CI 0.391-0.710). Over the follow-up period, persistent internet users had a markedly lower 5-year incidence of neurodegenerative diseases, at 2.2% (15/671), compared with nonusers, at 5.3% (379/7099; P<.001). The negative impact of aging (>50 years) on cognitive function was consistently less pronounced among internet users than among nonusers. Furthermore, increased frequency of internet use was associated with greater cognitive benefits for middle-aged and older adults (r
conclusionsThis study revealed that the use of internet by individuals aged 45 years and older is associated with a reduced risk of cognitive decline. Internet use has the potential to be a viable, cost-effective, nonpharmacological intervention for cognitive decline among middle-aged and older adults.
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