ArticleGlobalization and health2023
Internet use, cardiometabolic multimorbidity, and death in older adults: a multi-cohort study spanning developing and developed countries.
Article in Globalization and health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 21 citations in OpenAlex.
- Global Prevalence of Overactive Bladder: A Systematic Review and Meta-analysis.International urogynecology journal · 2025Pooled it
- Health-Related Digital Engagement and Incident Stroke Among Older Adults: Prospective Cohort Study.Journal of medical Internet research · 2026Article
- Cardiometabolic multimorbidity and survival after out-of-hospital cardiac arrest.Resuscitation plus · 2026Article
- Complete Digital Disconnection as a Prognostic Marker of Mortality or Residential-Care Transition in Older Adults With Cardiovascular Risk: A Nationally Representative Cohort Study.Research square · 2026Article
- Associations between depressive symptoms, activity of daily living, and falls/severe falls: evidence from two prospective longitudinal studies.Social psychiatry and psychiatric epidemiology · 2026Article
- The association between Internet use and successful aging among Chinese older adults: a propensity score matching study.BMC public health · 2026Article
- Comparative analysis of multimorbidity prevalence and lifestyle factors among older adults in frigid versus non-frigid zones of China.BMC public health · 2026Article
- Article
- Obesity-depression-metabolism triad: amplification of cardiometabolic multimorbidity risk in Chinese adults (CHARLS 2011-2018).Lipids in health and disease · 2025Article
- Cardiometabolic multimorbidity and the risk of sudden cardiac death among geriatric community dwellers using longitudinal EHR-derived data.Frontiers in endocrinology · 2025Article
- The double-edged sword of internet use in China's aging population: thresholds, mediation and digital health policy.Frontiers in public health · 2025Article
- Association Between Visual Impairment and Daily Internet Use Among Older Japanese Individuals: Cross-Sectional Questionnaire Study.JMIR formative research · 2024Article
- Article
- Internet use and frailty in middle-aged and older adults: findings from developed and developing countries.Globalization and health · 2024Article
- Association between internet use and depression among the middle-aged and elderly adults with multimorbidity in China: do gender differences exist?Frontiers in psychiatry · 2024Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundInternet use is a double-edged sword for older adults' health. Whether internet use can prevent cardiometabolic diseases and death in older adults remains controversial.
methodsFour cohorts across China, Mexico, the United States, and Europe were utilized. Internet use was defined using similar questions. Cardiometabolic diseases included diabetes, heart diseases, and stroke, with 2 or more denoting cardiometabolic multimorbidity. Depressive symptoms were assessed using the Center for Epidemiological Studies Depression Scale and Europe-depression scale. The competing risk analysis based on subdistribution hazard regression, random-effects meta-analysis, and mediation analysis were utilized.
resultsA total of 104,422 older adults aged 50 or older were included. Internet users (vs. digital exclusion) were at lower risks of diabetes, stroke, and death, with pooled sHRs (95% CIs) of 0.83 (0.74-0.93), 0.81 (0.71-0.92), and 0.67 (0.52-0.86), respectively, which remained significant in sensitivity analyses. The inverse associations of internet use with new-onset cardiometabolic diseases and death were progressively significant in Mexico, China, the United States, and Europe. For instance, older internet users in Europe were at 14-30% lower cardiometabolic risks and 40% lower risk of death. These associations were partially mediated by reduced depressive symptoms and were more pronounced in those with high socioeconomic status and women. Furthermore, patients with prior cardiometabolic conditions were at about 30% lower risk of death if they used the internet, which was also mediated by reduced depressive symptoms. However, certain cardiometabolic hazards of internet use in those aged < 65 years, with low socioeconomic status, men, and single ones were also observed.
conclusionEnhancing internet usage in older adults can reduce depressive symptoms and thus reduce the risks of cardiometabolic diseases and death. The balance of internet use, socioeconomic status, and health literacy should be considered when popularizing the internet in older adults.
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