Evidence map›Paper›PMID 34112206›Full record

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.

Li He, Stuart J H Biddle, John Tayu Lee, Nadila Duolikun, Lin Zhang, Zijie Wang, Yang Zhao

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
63citing papers in PubMed, 1 pooled it
12.5field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

63 citing papers in PubMed, 1 synthesis or guideline pooled it, 118 citations in OpenAlex.

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  17. Association between physical activity and multimorbidity: a population-based cohort study.Archives of public health = Archives belges de sante publique · 2025
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3 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 3 countries.

Li HeCollege of Physical Education and Sport, Beijing Normal University, Xinjiekouwai Street 19, Haidian District, Beijing, 100875, China.
Stuart J H BiddleCentre for Health Research, University of Southern Queensland, Springfield, Queensland, Australia.
John Tayu LeeThe Nossal Institute for Global Health, The University of Melbourne, Melbourne, Victoria, 3010, Australia.
Nadila DuolikunWomen & Child Health Program, GIC, The George Institute for Global Health at Peking University Health Science Center, Beijing, China.
Lin ZhangSchool of Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
Zijie WangCollege of Physical Education and Sport, Beijing Normal University, Xinjiekouwai Street 19, Haidian District, Beijing, 100875, China.
Yang ZhaoWomen & Child Health Program, GIC, The George Institute for Global Health at Peking University Health Science Center, Beijing, China. Wzhao@georgeinstitute.org.cn.ORCID 0000-0002-6011-5948
Beijing Normal University · CNPeking University · CNThe University of Melbourne · AUUniversity of Southern Queensland · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

ExerciseMultimorbidityAgedChinaChronic DiseaseCross-Sectional StudiesFemaleHumansLongitudinal StudiesMaleMiddle AgedPrevalenceSleepAdultsChinaMultimorbidityPhysical activitySleep

Identifiers

PMID34112206
PMCPMC8194125
OpenAlexW3169179391

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.