Evidence map›Paper›PMID 42534918›Full record

ArticleFrontiers in psychology2026

Relationships among emotional intelligence, teacher professional identity, and critical thinking disposition in Chinese pre-service teachers.

Yangyintao Zhao, Azni Yati Kamaruddin, Che Aleha Ladin, Liangrui Ai

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

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

4 authors.

Yangyintao ZhaoFaculty of Education, Universiti Malaya, Kuala Lumpur, Malaysia.
Azni Yati KamaruddinFaculty of Education, Universiti Malaya, Kuala Lumpur, Malaysia.
Che Aleha LadinFaculty of Education, Universiti Malaya, Kuala Lumpur, Malaysia.
Liangrui AiFaculty of Humanities, Chongqing Metropolitan College of Science and Technology, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Critical thinking disposition (CTD) reflects a motivational-cognitive tendency to approach complex problems with openness, reflective scepticism, and sensitivity to evidence. Although emotional intelligence (EI) and teacher professional identity (TPI) may be relevant to CTD, their direct and indirect associations, and whether they represent necessary rather than merely predictive conditions for higher CTD, remain unclear. Methods: A cross-sectional survey was conducted with 1,283 pre-service teachers from three universities in southwest China using validated self-report measures of EI, TPI, and CTD. Partial Least Squares Structural Equation Modelling (PLS-SEM) examined direct and indirect associations, while Necessary Condition Analysis (NCA) assessed whether EI and TPI may represent necessary conditions for higher CTD scores. Results: EI was positively associated with CTD ( Discussion: Interpreted through Self-Determination Theory and viewed from both predictive and necessity-based perspectives, the findings clarify the direct, indirect, and necessity-based associations of EI and TPI with CTD among Chinese pre-service teachers. Efforts to support the development of CTD among pre-service teachers may therefore benefit from combining emotional competence development with opportunities to strengthen professional identity. However, these findings should be interpreted cautiously given the cross-sectional design and the culturally specific single-country sample.

Indexed as

critical thinkingcritical thinking dispositionemotional intelligencepre-service teachersteacher professional identity

Identifiers

PMID42534918
PMCPMC13422457

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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.