Evidence map›Paper›PMID 41480068›Full record

ArticleFrontiers in public health2025

Associations between physical activity participation and different types of sports consumption expenditures among older adults: a cross-sectional study.

Chong Zhou, Qing Ji, Xiao Shi, Heng Liu, Yuanxin Chen

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Chong Zhou *Post-doctoral Station, Central China Normal University, Wuhan, Hubei, China.
Qing Ji *School of Physical Education, China University of Geosciences, Wuhan, Hubei, China.
Xiao ShiSchool of Physical Education, Central China Normal University, Wuhan, Hubei, China.
Heng LiuSchool of Physical Education, Central China Normal University, Wuhan, Hubei, China.
Yuanxin ChenPost-doctoral Station, Central China Normal University, Wuhan, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: As populations age, promoting physical activity among older adults becomes increasingly critical for healthy aging. Sport consumption, covering spending on products, services, and rehabilitation, may play a key role in shaping exercise behaviors, but its influence remains underexamined. Methods: A cross-sectional survey of 395 older adults in Wuhan, China measured expenditures in three sport consumption categories and analyzed their associations with exercise frequency, duration, and perceived intensity. Socioeconomic variables were also considered. Results: Greater sport consumption was significantly associated with higher levels of physical activity. Among respondents, 49.4% exercised 3-7 times per week, and 51.9% reported high-intensity activity. Those spending over 1,000 RMB annually on sports products or rehabilitation services were more likely to engage in frequent and vigorous exercise. Income and education positively correlated with consumption levels; however, 60.5% of respondents spent ≤500 RMB on sports products, and 89.4% on participation services. Conclusion: Sport-related spending reflects not only financial capacity but also a proactive health orientation. Promoting active aging requires policies that enhance accessibility through public facilities, subsidies, and health education tailored to older adults, especially those with lower income and education levels.

Indexed as

ExerciseSportsAgedAged, 80 and overChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedSocioeconomic FactorsSurveys and Questionnaireshealthy agingolder adultsphysical activityphysical activity participationpreventive healthpublic health policysport consumption

Identifiers

PMID41480068
PMCPMC12753444

What OpenQuestion holds

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LicenceCC BY
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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.