Evidence map›Paper›PMID 41194887›Full record

ArticleDiabetes, metabolic syndrome and obesity : targets and therapy2025

The Role of Growth Mindset and Self-Control Strategies Between Outcome Experiences and Physical Activity: Insights from Structural Equation Model and System Dynamics.

Binyu Zhao, Shunmin Zhang, Wei Zhang, Sufen Zheng, Yujia Fu, Qiwei Wu, Xianhong Huang, Jing Shao

Abstract read
In one paragraph

Article in Diabetes, metabolic syndrome and obesity : targets and therapy, 2025. 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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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Binyu ZhaoDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, People's Republic of China.ORCID 0000-0001-5906-631X
Shunmin ZhangDepartment of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China.
Wei ZhangClinical Trial Unit, Affiliated Hospital of Hangzhou Normal University, Hangzhou, Zhejiang, People's Republic of China.
Sufen ZhengDepartment of Nursing, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, People's Republic of China.
Yujia FuDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, People's Republic of China.ORCID 0000-0001-5753-5530
Qiwei WuDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, People's Republic of China.
Xianhong HuangDepartment of Health Policy and Management, Hangzhou Normal University School of Public Administration, Hangzhou, Zhejiang, People's Republic of China.ORCID 0000-0002-5010-8082
Jing ShaoDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Outcome experiences have been recognized as a prominent predictor of physical activity engagement and maintenance in adults with obesity, while the underlying mechanisms remain unclear. This study aims to investigate and elucidate whether and how growth mindset and self-control strategies serve as modifiable mediators in this relationship. Methods: A cross-sectional study was conducted using stratified sampling, enrolling 209 adults with obesity. Logistic regression, structural equation modeling, system dynamics modeling, and simulation interventions were employed to test the hypothesized mediation model. Results: Outcome experiences were directly and significantly associated with physical activity (β = 0.247, Conclusion: Although outcome experiences are resistant to change, their impact on physical activity can be modulated through adaptive psychological mechanisms, including growth mindset and self-control strategies. Interventions targeting these modifiable factors offer a promising pathway to promote physical activity among adults with obesity, especially those affected by negative past experiences. However, given the cross-sectional design of this study, causal inferences are limited, and the intervention recommendations remain preliminary, necessitating further validation through longitudinal and experimental research.

Indexed as

growth mindsetobesityphysical activityself-controlsystem dynamicsweight loss

Identifiers

PMID41194887
PMCPMC12584797

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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.