Evidence map›Paper›PMID 42212023›Full record

ArticleFrontiers in psychology2026

Examining how emotional state, tolerance and closeness to others mediate the relationship between closeness to families and empathy in Chinese students.

Gewei Zhu, Amanda Wayne Madzokere, Yi Zhang, Yanjun Zhang

Abstract read
In one paragraph

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.

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

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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

4 authors.

Gewei ZhuUNESCO Dar es Salaam Office, Dar es Salaam, Tanzania.
Amanda Wayne MadzokereCollege of Education, Zhejiang Normal University, Jinhua, Zhejiang, China.
Yi ZhangCenter for European Economics and Finance, Zhejiang Financial College, Hangzhou, Zhejiang, China.
Yanjun ZhangCollege of Education, Zhejiang Normal University, Jinhua, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: In the unique socio-cultural landscape of contemporary China, there is an ongoing scholarly debate regarding whether traditional demandingness or modern responsiveness-reflected as family closeness-is more conducive to fostering social-emotional skills. This study explores the relationship between closeness to families and empathy among students, specifically focusing on the mediating roles of emotional state, tolerance, and closeness to others. Methods: The study employed a structural equation modeling (SEM)-based mediation analysis using data from the Organization for Economic Co-operation and Development's (OECD) 2019 Survey on Social and Emotional Skills (SSES). The participants included 3,578 10-year-old students from 76 schools in Suzhou, China. Results: The results indicate that closeness to families has significant effects on the empathy of students. Furthermore, this effect is completely mediated by three factors: emotional state, tolerance, and closeness to others. Discussion: The findings underscore that in the modern Chinese context, high levels of responsiveness (family closeness) are essential for students to internalize social norms and develop empathic orientations. The study provides explanations for divergences in previous research through the mediation model and multi-group analysis, highlighting the significant impact of social culture and family education on empathy.

Indexed as

closeness to familiesempathymultiple mediating effectsSEMSurvey on Social and Emotional Skills

Identifiers

PMID42212023
PMCPMC13212272

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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.