ArticleFrontiers in psychology2025
The relationship between the attitude towards physical exercise and the sports consumption demand of the group with a relatively low level of education: a test of the mediating effect of the amount of physical exercise.
Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Longitudinal effects of technostress on bedtime procrastination and sleep quality among university students.Scientific reports · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: Explore the relationship between the attitudes towards physical exercise sports consumption demands among groups with lower education levels, and test the mediating effect of the amount of physical exercise. Methods: A combination of stratified sampling and convenience sampling was adopted to select 762 individuals who had not received higher education from non-urban areas of Dalian as participants, covering groups with educational backgrounds of junior school or below and senior school (technical secondary school, technical school). The Exercise Attitude Scale, Physical Exercise Rating Scale, and Sports Consumption Demand Scale were used to investigate the participants' attitudes towards physical exercise, the amount of physical exercise, and sports consumption demands. SPSS 25.0 and AMOS 23.0 software were used to explore the relationships among variables through inter-group comparative analysis, correlation analysis, regression analysis, and mediating effect tests. Results: There is a significant positive correlation between the attitude towards physical exercise, the amount of physical exercise, and the sports consumption demand ( Conclusion: There is a significant positive correlation between the attitude towards physical exercise and the sports consumption demands among people with lower education levels, and the amount of physical exercise plays a mediating role in the relationship between the two. The conclusions have improved the "attitude → behavior → consumption" theory, providing a basis for the formulation of policies by relevant departments.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.