Evidence map›Paper›PMID 41323898›Full record

ArticleFrontiers in psychology2025

University students' exercise intention in the context of technology assistance: testing an integrated model of SDT and TPB.

Jingyi Wang, Syed Kamaruzaman Bin Syed Ali, Wenting Bao

Abstract read
In one paragraph

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 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

3 authors.

Jingyi WangDepartment of Educational Foundations and Humanities, Universiti Malaya Faculty of Education, Federal Territory of Kuala Lumpur, Malaysia.
Syed Kamaruzaman Bin Syed AliDepartment of Educational Foundations and Humanities, Universiti Malaya Faculty of Education, Federal Territory of Kuala Lumpur, Malaysia.
Wenting BaoSchool of Humanities and International Education Exchange, Anhui University of Chinese Medicine, Hefei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: This study explores the psychological mechanisms underlying university students' intentions to engage in technology-assisted exercise, focusing on campus running applications for university physical exercise management in China. Method: Guided by an integrated Self-Determination Theory (SDT) and Theory of Planned Behavior (TPB) framework, data were collected from 477 undergraduates. Five psychological needs-autonomy, competence, relatedness, novelty, and variety-were examined as predictors of exercise intention, with attitude, subjective norms, and perceived behavioral control as mediators. Partial Least Squares Structural Equation Modeling (PLS-SEM) was used for analysis. Results: The findings showed that basic psychological needs significantly predicted exercise intention. Perceived behavioral control was the strongest mediator, whereas subjective norms had no significant influence. Discussion/conclusion: This study highlights the roles of novelty, variety, and perceived control in sustaining motivation, refining SDT-TPB integration, and informing the design of digital health interventions for students.

Indexed as

basic psychological needcampus running check-in appnoveltyperceived behavior controlvariety

Identifiers

PMID41323898
PMCPMC12661582

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.