Evidence map›Paper›PMID 41853165›Full record

ArticleFrontiers in public health2026

Does public spending on sports improve people's health? Empirical evidence from China.

Cheng Yang

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. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Article
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

1 author.

Cheng YangGraduate School, Beijing Normal-Hong Kong Baptist University, Zhuhai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Universal health is the foundation of human survival and a fundamental element for social and economic development. This study analyzes the theoretical basis of the impact of public sports expenditure on residents' health, and based on the China Family Panel Studies data, uses a combination of macro and micro cross-sectional data to verify the relationship between public sports expenditure and residents' health. It further explores the heterogeneous health effects of public sports expenditure from different groups' perspectives. Methods: The micro data of the families involved in the study selected the 2014/2016 data of the China Family Panel Studies (CFPS) released by the China Social Science Survey Center of Peking University as the research sample. The Ordered Probit Model was used to analyze the impact effect of public sports expenditure on residents' health. Results: Firstly, public sports expenditure and mass sports expenditure can effectively improve residents' health, but other types of expenditures did not show significant results. This result remained valid after a series of robustness tests. Secondly, the health effect of public sports expenditure is heterogeneous. It significantly improves the health of high-income groups, low-education level groups, older adult groups, and rural groups. Finally, based on the empirical results, this study proposes corresponding policy recommendations to provide policy implications for managers to improve the health levels of different groups. Conclusion: This study finds that public sports expenditure has a positive impact on residents' health, but the promotion effect of public sports expenditure on residents' health levels still varies to some extent. Therefore, in the future, it is necessary to continue to improve sports infrastructure construction, expand the coverage of public sports venues and fitness facilities, and promote the open sharing of community and school sports facilities. At the same time, it is necessary to strengthen the supply of sports services for different groups, and ultimately achieve the universalization of health promotion effects.

Indexed as

Health ExpendituresHealth StatusSportsAdultChinaCross-Sectional StudiesFemaleHumansMaleMiddle Agedmass sportsNational fitnessphysical exercisepublic sports expenditureresidents’ health

Identifiers

PMID41853165
PMCPMC12992297

What OpenQuestion holds

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Registered trials

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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.