ArticleThe international journal of behavioral nutrition and physical activity2021
The prevalence of multimorbidity and its association with physical activity and sleep duration in middle aged and elderly adults: a longitudinal analysis from China.
Article in The international journal of behavioral nutrition and physical activity, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 1 of them a synthesis that pooled it.
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Who cites it
63 citing papers in PubMed, 1 synthesis or guideline pooled it, 118 citations in OpenAlex.
- Sleep Problems Associate With Multimorbidity: A Systematic Review and Meta-analysis.Public health reviews · 2023Pooled it
- The impact of training based on the transtheoretical model on increasing physical activity in overweight and obese housewives.BMC women's health · 2025Trial
- The joint association of sleep duration and physical activity with frailty among older adults: the first evidence from CHARLS.BMC geriatrics · 2026Article
- Effects of post-treatment systolic blood pressure on adverse outcomes in hypertensive population with comorbidity.Scientific reports · 2026Article
- The impact of leisure activities, dietary diversity, and BMI on physical-psychological-cognitive multimorbidity in elderly: a cross-sectional study.BMC public health · 2026Article
- Cross-sectional associations of metabolic risk indices and cardiometabolic multimorbidity among adults with depressive symptoms: evidence from China and the United Kingdom.Archives of medical science : AMS · 2026Article
- Prediction of depressive symptoms in middle-aged and older adult hospitalized patients with chronic diseases: a multicenter study in Anhui, China using machine learning methods.Frontiers in public health · 2026Article
- The chain mediating effects of somatic pain and depression between chronic diseases and sleep in the older patients.Sleep & breathing = Schlaf & Atmung · 2025Article
- Association of sarcopenia and frailty with sleep quality trajectories in middle-aged and older Chinese adults: findings from a nationally representative cohort study.BMC public health · 2025Article
- Association Between Physical Activity Levels and Chronic Disease Risk Among Korean Adults with Sleep Deficiency.Journal of clinical medicine · 2025Article
- Mind the gap! addressing gender inequality in physical activities among older adults in China and India.BMC public health · 2025Article
- Estimated Cardiorespiratory Fitness and Grip Strength: Independent and Combined Associations With Multimorbidity Risk and Patterns in a Large-Scale Prospective Cohort Study.Journal of the American Heart Association · 2025Article
- Dynamics of multimorbidity patterns in older population across socioeconomic areas.Communications medicine · 2025Article
- Article
- Associations Among Sleep Duration, Physical Activity, and Nutrient Intake in Korean Adults.Nutrients · 2025Article
- Associations between the risk of LUTS/BPH and the number and class of chronic diseases among middle-aged and elder men.Scientific reports · 2025Article
- Association between physical activity and multimorbidity: a population-based cohort study.Archives of public health = Archives belges de sante publique · 2025Article
- Current and historic patterns of chronic disease burden are associated with physical activity and sedentary behavior in older adults: an observational study.BMC public health · 2025Observational
- Association between nap time, nighttime sleep, and multimorbidity in Chinese older adults: a cross-sectional study.BMC geriatrics · 2025Article
- Article
3 more citing papers are in PubMed but not listed here.
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Authors and funding
7 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPreventing chronic disease is important in health policy in countries with significantly ageing populations. This study aims to examine the prevalence of chronic disease multimorbidity and its association with physical activity and sleep duration; and to understand whether physical activity modifies associations between sleep duration and multimorbidity.
methodsWe utilized longitudinal data of a nationally-representative sample from the China Health and Retirement Longitudinal Study (in year 2011 and 2015; N = 5321; 54.7% female; age ≥ 45 years old). Fourteen chronic diseases were used to measure multimorbidity (ten self-reported, and four by blood test). Participants were grouped into high, moderate, and low level based on self-reported frequencies and durations of physical activity with different intensities for at least 10 min at a time in a usual week. Poor and good sleepers were categorized according to average hours of actual sleep at each night during the past month. Panel data method of random-effects logistic regression model was applied to estimate the association of physical activity and sleep with multimorbidity, adjusting for social-demographic and behavioural confounders.
resultsFrom 2011 to 2015, the prevalence of multimorbidity increased from 52.2 to 62.8%. In 2015, the proportion of participants engaging in high, moderate, and low level of physical activity was 30.3, 24.4 and 45.3%, respectively, and 63.6% of adults had good sleep. For both genders, compared with good sleep, poor sleep was associated with higher odds of multimorbidity (OR = 1.527, 95% CI: 1.277, 1.825). Compared to the high-level group, participants with a low level of physical activity were significantly more likely to have multimorbidity (OR = 1.457, 95% CI: 1.277, 1.825), but associations were stronger among women. The relative excess risk due to interaction between poor sleep and moderate or low physical activity was positive but non-significant on multimorbidity.
conclusionsThe burden of multimorbidity was high in China. Low physical activity and poor sleep was independently and significantly associated with a higher likelihood of multimorbidity in women and both genders, separately. Physical activity could modify the association between sleep and multimorbidity.
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