Evidence map›Paper›PMID 41169620›Full record

ArticlePsychology research and behavior management2025

Psychological Positive Energy in Medical Students: Framework, Influencing Factors and Mental Health Implications.

Yueqin Li, Xiaofang Feng, Weifang Ju, Yanyan Su, Xia Cheng, Tao Xu, Liping Cui

Abstract read
In one paragraph

Article in Psychology research and behavior management, 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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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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

7 authors.

Yueqin Li *Department of General Medical, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, 030032, People's Republic of China.
Xiaofang Feng *Department of General Medical, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, 030032, People's Republic of China.
Weifang JuDepartment of General Medical, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, 030032, People's Republic of China.
Yanyan SuDepartment of General Medical, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, 030032, People's Republic of China.
Xia ChengNursing College, Shanxi Medical University, Taiyuan, 030032, People's Republic of China.
Tao XuNursing College, Shanxi Medical University, Taiyuan, 030032, People's Republic of China.
Liping CuiDepartment of Nursing, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, 030032, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to explore the structure, developmental characteristics and influencing factors of psychological positive energy (PPE) in medical students as well as its relationship with mental health. Psychological positive energy refers to a positive mindset comprising optimism, emotional resilience and proactive behaviours, which contribute to overall well-being. Methods: A mixed-methods design was adopted. Semi-structured interviews (n=650, stratified by year/gender/speciality) were analysed via grounded theory to construct a PPE framework (theoretical saturation reached). A cross-sectional survey (n=650, 562 valid) used a self-developed PPE scale (Cronbach's α=0.89, good fit) and three validated scales. Data were analysed via SPSS 26.0 with Pearson correlation and multiple linear regression. Results: Qualitative analysis identified a four-dimensional PPE framework: positive cognitive orientation (tendency to interpret life events optimistically), emotional feelings (experience of stable positive emotions such as hope), behavioural patterns (proactive engagement in problem-solving) and self-development (intrinsic motivation for professional/personal growth). This framework was confirmed after reaching data saturation The quantitative results showed the following: (1) Medical students' PPE levels were high (M = 5.5-6.0/7-point scale), with significant demographic patterns (higher in men than in women; increasing with academic seniority). (2) Perceived social support, family care and trait self-control were key predictors of PPE, collectively explaining 72.1% of its variance (with social support as the strongest predictor). (3) Psychological positive energy was positively associated with adaptive psychological outcomes (meaning in life, cognitive reappraisal) and negatively associated with mental health risks (anxiety, depression, aggression) (all Conclusion: This study clarifies the four-dimensional structure of PPE in medical students and confirms its critical protective role in mental health (eg reducing anxiety/depression). Key influencing factors - perceived social support (strongest predictor), family care and trait self-control - provide actionable targets for universities to design targeted interventions.

Indexed as

influencing factorsmedical studentsmental healthpsychological positive energy

Identifiers

PMID41169620
PMCPMC12571012

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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.