Evidence map›Paper›PMID 42180480›Full record

ArticleFrontiers in public health2026

The association between family capital and physical exercise among young and middle-aged adults: the potential mediating pathway of intergenerational transmission of education.

Fan Yang, Qiang Yi, Yi Yang, Ling Wang

Abstract read
In one paragraph

Article in Frontiers in public health, 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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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Fan YangDepartment of Physical Education, Sichuan International Studies University, Chongqing, China.
Qiang YiDepartment of Physical Education, Sichuan International Studies University, Chongqing, China.
Yi YangCollege of Physical Education and Health, Chongqing Three Gorges College, Wanzhou, China.
Ling WangCollege of Liberal Studies, Chongqing Three Gorges Vocational College, Wanzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Against a backdrop of increasing attention to health inequities, behavioral differences in physical exercise among young and middle-aged adults should be examined through structural factors such as family capital and the intergenerational transmission of education. Methods: This study uses data from the 2023 China General Social Survey and selects a sample of 2,394 adults aged 18-60. An ordered probit model tests the statistical association between family capital and exercise frequency, the bootstrap method verifies the indirect association of intergenerational educational transmission, and subgroup regressions combined with Suest tests analyze heterogeneity across urban/rural residence, gender, and income groups. Results: (1) both economic and cultural capital are significantly positively associated with physical exercise, with the association of cultural capital being more robust; social capital does not show a significant direct association; (2) offspring's education plays a significant partial mediating role between family capital and physical exercise, and the mediation proportion is higher for cultural capital than for economic capital; (3) heterogeneity analysis indicates that the association of economic capital is stronger in rural and low-income groups, whereas the association of cultural capital is more pronounced among urban residents and women, which may reflect the deep mechanism through which cultural capital shapes health behaviors via habitus. Discussion: Physical exercise behavior exhibits clear intergenerational transmission, and education is the core pathway through which family capital is associated with offspring's healthy lifestyles. This process is systemically moderated by China's urban-rural binary structure, gender roles, and class differentiation, suggesting a multi-level, multi-path cumulative mechanism underlying the formation of health inequalities. Policies should promote individual participation in physical activity, enhance health awareness, and advance health equity by addressing family capital and intergenerational educational transmission.

Indexed as

Educational StatusExerciseIntergenerational RelationsSocial CapitalAdolescentAdultChinaFemaleHumansMaleMiddle AgedSocioeconomic Disparities in HealthSocioeconomic FactorsYoung AdultCGSSfamily capitalintergenerational transmission of educationphysical exercisepotential mediating pathway

Identifiers

PMID42180480
PMCPMC13194150

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