Evidence map›Paper›PMID 41620783›Full record

ArticleBMC psychology2026

Facial emotion recognition, empathy & psychopathic traits: understanding differential effects of measures.

Merve Utanğaç, Karen Lander

Abstract read
In one paragraph

Article in BMC 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

2 authors.

Merve UtanğaçDivision of Psychology, Communication and Human Neuroscience, University of Manchester, Manchester, UK.
Karen LanderDivision of Psychology, Communication and Human Neuroscience, University of Manchester, Manchester, UK. karen.lander@manchester.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEmpathy, encompassing affective and cognitive components, is considered fundamental to understanding psychopathic traits and its relationship with facial emotion recognition. Nonetheless, existing evidence is inconsistent, reflecting variability in measurement approaches and limited use of ecologically valid tasks.

methodsWe examined associations between empathy, psychopathic traits, and facial emotion recognition in 227 participants. Empathy was assessed using both self-report (Questionnaire of Cognitive and Affective Empathy; QCAE) and performance-based measures (Multifaceted Empathy Test; MET). Psychopathic traits were measured with the Psychopathic Personality Traits Scale–Revised (PPTS-R). Facial emotion recognition was tested using dynamic stimuli across ten emotions.

resultsAffective empathy was negatively associated with psychopathic traits across both QCAE and MET. Cognitive empathy showed divergent patterns: self-reported cognitive empathy correlated negatively with psychopathic traits, whereas performance-based cognitive empathy did not. Facial emotion recognition was positively associated only with performance-based cognitive empathy, particularly for embarrassment. No significant associations emerged between psychopathic traits and facial emotion recognition.

conclusionThese findings demonstrate the importance of incorporating diverse assessment tools to investigate empathy, alongside self-report measures. The study further contributes to the existing literature on the relationships among empathy, psychopathic traits, and facial emotion recognition.

Indexed as

Antisocial Personality DisorderEmotionsEmpathyFacial ExpressionFacial RecognitionAdolescentAdultCognitionFemaleHumansMaleSelf ReportYoung AdultAffective EmpathyCognitive EmpathyFacial Emotion RecognitionPerformance-based AssessmentPsychopathic TraitsSelf-report Measures

Identifiers

PMID41620783
PMCPMC12933991

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LicenceCC BY
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Registered trials

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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.