Evidence map›Paper›PMID 42111551›Full record

ArticleFrontiers in psychology2026

The impact of basic psychological needs on exercise behavior among college students: the chain mediating effects of self-efficacy and sports motivation.

Xuening Li, Wei Xu, Zhenzhong Du, Huasen Yu, Jing Wang

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Article in Frontiers in 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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1 · What the graph read from it

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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

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Xuening LiDepartment of Physical Education, Nanjing University of Posts and Telecommunications, Nanjing, China.
Wei XuDepartment of Physical Education, Nanjing University of Posts and Telecommunications, Nanjing, China.
Zhenzhong DuDepartment of Physical Education, Nanjing University of Posts and Telecommunications, Nanjing, China.
Huasen YuCollege of Physical Education and Health, East China Normal University, Shanghai, China.
Jing WangCollege of Physical Education, Dalian University, Dalian, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Prior research has suggested that basic psychological needs are closely associated with exercise behavior. Building on this perspective, the present study sought to examine the relationships among basic psychological needs, exercise behavior, sports motivation, and self-efficacy within a multivariate framework. Methods: A cross-sectional survey was performed among 1,056 college students, with a balanced gender distribution (50.66% male, 49.34% female). Structural equation model (SEM) analysis was conducted using Amos 26.0 to test the associations among the study variables and to test potential mediating pathways. Results: The SEM results revealed that basic psychological needs were positively associated with and exercise behavior. Upon integrating sports motivation and self-efficacy into the model, both direct and indirect associations were observed. Specifically, basic psychological needs were indirectly associated with exercise behavior through sports motivation and self-efficacy. Additionally, a sequential mediation pattern was supported, whereby basic psychological needs were associated with sports motivation, which was in turn associated with self-efficacy, and subsequently related to exercise behavior. Conclusion: These findings provide evidence of the complex associations among basic psychological needs, exercise behavior, sports motivation, and self-efficacy. However, given the cross-sectional design, the observed relationships should be interpreted with caution, and no causal inferences can be drawn. Future longitudinal or experimental studies are needed to further clarify the directionality of these relationships. This pattern underscores the potential relevance of motivational and cognitive factors in understanding individual differences in physical activity engagement among college students.

Indexed as

basic psychological needsexercise behaviormediatingself-efficacysports motivation

Identifiers

PMID42111551
PMCPMC13153129

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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.