Evidence map›Paper›PMID 42244009›Full record

ArticleBMC psychology2026

The proportion of moderate-to-vigorous-intensity physical activity to total volume of physical activity is associated with cognitive and mental health in middle-aged and older adults.

Xiuguo Ge, Xiaoxiang Shen, Kening Xue, Dongmeng Cai, Zhiyuan Liu, Xiaoguang Zhao

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Article in BMC psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Xiuguo Ge *School of Sports and Technology, Guangzhou College of Applied Science and Technology, Zhaoqing, Guangdong, 526072, China.
Xiaoxiang Shen *School of Sports and Technology, Guangzhou College of Applied Science and Technology, Zhaoqing, Guangdong, 526072, China.
Kening XueFaculty of Sports Science, Ningbo University, Ningbo, Zhejiang, 315211, China.
Dongmeng CaiFaculty of Sports Science, Ningbo University, Ningbo, Zhejiang, 315211, China.
Zhiyuan LiuFaculty of Sports Science, Ningbo University, Ningbo, Zhejiang, 315211, China.
Xiaoguang ZhaoFaculty of Sports Science, Ningbo University, Ningbo, Zhejiang, 315211, China. zhaoxiaoguang@nbu.edu.cn.

Funding

National Social Science Fund of China 24BTY039Ningbo Public Welfare Science and Technology Project 2025S110
6 · The paper itself

Abstract

purposePhysical activity (PA) intensity remains a key determinant in managing chronic conditions. This study investigated how the proportion of moderate-to-vigorous physical activity (MVPA) relative to total volume is independently associated with cognitive function and depressive symptoms in middle-aged and older adults.

methodsA cross-sectional analysis was conducted utilizing data from 17,057 middle-aged and older adults in the China Health and Retirement Longitudinal Study. We used a Chinese version of the International Physical Activity Questionnaire to assess PA. Cognitive function and depressive symptoms were evaluated using the Telephone Interview for Cognitive Status and the Center of Epidemiologic Studies Depression Scale. The association between the proportion of MVPA to total PA volume and cognitive and mental health was tested using multivariable binary logistic regression analyses.

resultsThe findings indicated a suggested U-shaped pattern: 1%-33% MVPA was associated with the lowest odds of impairment particularly among older adults, for both cognitive function (adjusted odds ratio [aOR]: 0.48, 95% CI: 0.35, 0.67) and depressive symptoms (aOR: 0.57, 95% CI: 0.43, 0.76). Conversely, 67%-100% MVPA was associated with an increase in prevalence, particularly among male participants, where the favorable association with depression was no longer statistically significant (aOR: 1.01, 95% CI: 0.83, 1.22). Notably, adjusting for socioeconomic status unmasked significant favorable associations in middle-aged adults previously obscured by negative confounding.

conclusionThis study finds that MVPA is significantly linked to mental and cognitive health in older adults. Our findings identify a range associated with the lowest odds for MVPA proportion, specifically 1%-33% MVPA, that is associated with the lowest odds of impairment for cognitive impairment and depressive symptoms.

Indexed as

CognitionDepressionExerciseMental HealthAgedChinaCross-Sectional StudiesFemaleHumansLongitudinal StudiesMaleMiddle AgedCognitive functionDepressive symptomsModerate-to-vigorous-intensity physical activityOlder adultsPhysical activity

Identifiers

PMID42244009
PMCPMC13455370

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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.