Evidence map›Paper›PMID 40259999›Full record

ArticleFrontiers in psychology2025

Sense of meaning in life, self-acceptance, and prosocial behavior: an application of network analysis methods.

Li Guo, Yangtong Niu, Xinying Li, Yuting Li, Zhaoxia Xue, Guane Yang

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 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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4 · The record

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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

6 authors.

Li Guo *School of Humanities and Social Sciences, Shanxi Medical University, Taiyuan, China.
Yangtong Niu *School of Humanities and Social Sciences, Shanxi Medical University, Taiyuan, China.
Xinying LiSchool of Humanities and Social Sciences, Shanxi Medical University, Taiyuan, China.
Yuting LiSchool of Humanities and Social Sciences, Shanxi Medical University, Taiyuan, China.
Zhaoxia XueSchool of Humanities and Social Sciences, Shanxi Medical University, Taiyuan, China.
Guane YangSchool of Humanities and Social Sciences, Shanxi Medical University, Taiyuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To explore the characteristics and core items of the network structure between school students' sense of meaning in life, self-acceptance, and prosocial behavior, and to provide a basis for understanding the relationship between their sense of meaning in life, self-acceptance and prosocial behavior and related interventions. Methods: A survey of 1232 school students was conducted using the Self-Acceptance Scale, the prosocial Behavior Scale, and the Sense of Meaning of Life Scale. Network analysis was used to construct the network of prosocial behavior, self-acceptance, and sense of the meaning of life among school students, and the software R was used for statistical analysis and visualization. Results: In the regularized bias correlation network of self-acceptance, prosocial behavior, and sense of meaning in life among school students, self-acceptance and self-appraisal, having meaning and self-appraisal, anonymity and altruism had the strongest correlation; emotionality, altruism, and urgency had the highest expected impact; and having meaning and self-appraisal had the highest expected impact of the bridge. Conclusion: Self-acceptance, meaning in life, and prosocial behavior are interrelated; interventions targeting emotionality, altruism, and urgency in the prosocial behavior dimensions may maximize prosocial behavioral effects among college students.

Indexed as

analysis methodscollege studentsprosocial behaviorself-acceptancesense of meaning in life

Identifiers

PMID40259999
PMCPMC12010770

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LicenceCC BY
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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.