Evidence map›Paper›PMID 40856267›Full record

SynthesisInternational journal of psychology : Journal international de psychologie2025

The Association Between Emotional Intelligence and Borderline Personality Disorder: A Meta-Analysis.

Angela Norris-Nicholas, John M Malouff, Jai Meynadier

Abstract readMeta-AnalysisReview
In one paragraph

Synthesis in International journal of psychology : Journal international de psychologie, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 2 pooled it
–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

2 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. The Association Between Emotional Intelligence and Borderline Personality Disorder: A Meta-Analysis.International journal of psychology : Journal international de psychologie · 2025
    Pooled it
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.

Angela Norris-NicholasUniversity of New England, Armidale, Australia.
John M MalouffUniversity of New England, Armidale, Australia.
Jai MeynadierUniversity of New England, Armidale, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This meta-analysis synthesised findings on the association between emotional intelligence (EI) and borderline personality disorder (BPD) and evaluated potential moderators. Studies were sourced through systematic searches of four databases in April 2024. Studies had to report effect size data and participant numbers to be included in the meta-analysis. The meta-analysis included 25 samples and 7189 participants. A random effects model was used to calculate the overall effect size because this model allows inferences to studies not included in the analysis. Potential causes of heterogeneity were investigated through moderator analyses. Results showed that low EI was significantly associated with BPD (r = -0.41, p < 0.001, 95% CI [-0.51, -0.30]). Studies using diagnostic interviews had significantly higher effect sizes than those using self-report scales. BPD was significantly associated with EI, whether EI was measured as an ability or as a trait, and whether BPD was assessed by diagnostic interview or self-report. The main findings suggest that (1) individuals with BPD tend to have low EI, which typically involves difficulty perceiving, using, understanding and regulating emotions and (2) interventions that enhance EI are worth testing to evaluate whether they benefit individuals with BPD. This finding could help guide BPD interventions.

Indexed as

Borderline Personality DisorderEmotional IntelligenceHumansassociationborderline personality disorderemotional intelligence meta‐analysis

Identifiers

PMID40856267
PMCPMC12379573

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.