Evidence map›Paper›PMID 41574074›Full record

SynthesisFrontiers in psychology2025

Meta-analysis of the effects of mental health literacy intervention on teachers: knowledge, stigma, help-seeking, and helping.

Chunyu Liang, Xinyong Zhang, Yuxuan Chen

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in psychology, 2025. 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
–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

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

3 authors.

Chunyu LiangShapu Middle School, Guangzhou, Guangdong, China.
Xinyong ZhangDepartment of Applied Psychology, Guangdong University of Foreign Studies, Guangzhou, Guangdong, China.
Yuxuan ChenDepartment of Applied Psychology, Guangdong University of Foreign Studies, Guangzhou, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Given its critical role in promoting students' mental health and wellbeing, research on mental health literacy has increasingly focused on both in-service and pre-service teachers. We conducted this meta-analysis to examine the effectiveness of mental health literacy interventions aimed at teachers (including pre-service teachers) in improving mental health knowledge, stigma, help-seeking behaviors, and helping behaviors, while also exploring the broader impact of these interventions. Studies were identified by searching five databases (PubMed, PsycARTICLES, ERIC, Web of Science, and the Cochrane Controlled Trials Register). Of the 6,186 references identified, 18 studies were included in the meta-analysis based on the selection criteria. The results were as follows: (1) Post-training effects ranged from small to large for knowledge (g = 1.08), stigma reduction (g = -0.33), and helping behaviors (g = 0.48). (2) At 3-month follow-up, only knowledge and helping showed significant medium-to-large effects (knowledge:

Indexed as

interventionmental health literacymeta-analysispre-service teachersteachers

Identifiers

PMID41574074
PMCPMC12819722

What OpenQuestion holds

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Registered trials

None linked

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.