Evidence map›Paper›PMID 39508964›Full record

ArticlePrevention science : the official journal of the Society for Prevention Research2025

Associations Between Callous-Unemotional (CU) Traits and Emotion Recognition Abilities in School Children: The Influence of Conduct Problems and Age.

Emily C Kemp, Julia E Clark, Tatiana M Matlasz, Paul J Frick

Abstract read
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In one paragraph

Article in Prevention science : the official journal of the Society for Prevention Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Perceived Social Connectedness and Substance Use among Adolescents and Young Adults in North Carolina.Prevention science : the official journal of the Society for Prevention Research · 2026
    Article
  2. Article
  3. Article
  4. Introduction to the Special Issue: Prevention Science and Youth Conduct Problems: Development, Prevention, and Treatment.Prevention science : the official journal of the Society for Prevention Research · 2025
    Article
  5. Honoring the Work of Robert McMahon: a Commentary on This Special Issue.Prevention science : the official journal of the Society for Prevention Research · 2025
    Article
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.

Emily C KempDepartment of Psychology, Louisiana State University, Baton Rouge, LA, USA. emkemp@health.ucsd.edu.ORCID 0000-0002-2008-7938
Julia E ClarkBluestem Psychological Services, PLLC, Austin, TX, USA.
Tatiana M MatlaszCuyahoga County Court Psychiatric Clinic, Cleveland, OH, USA.
Paul J FrickDepartment of Psychology, Louisiana State University, Baton Rouge, LA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Callous-unemotional (CU) traits are associated with severe conduct problems (CP) in youth. Causal theories for CU traits focus on emotion processing deficits that interfere with empathy development. However, though CU traits are consistently associated with deficits in affective empathy (i.e., emotional reactivity), the association between CU traits and cognitive empathy, which requires accurate emotion recognition, is less clear. We hypothesize that past inconsistencies in the associations between CU traits and emotion recognition may be due to interactions with conduct problems (CP) and age. To test this, a sample (N = 258) of school children in the 3rd, 6th, and 8th grades completed a computer task that assessed facial expression recognition, while caregivers and teachers reported on CU traits and CP. Results from hierarchical linear regression analyses indicated significant interactions between CU traits and CP in their associations with overall emotion recognition and with recognition of fearful and sad faces. In each case, CP showed a non-significant negative association with emotion recognition at high levels of CU traits. However, for fear and sadness recognition, CP was positively associated with accuracy at low levels of CU traits. Significant interactions between CU traits and age also emerged for recognition of fear and sadness, such that there were non-significant negative associations between CU traits and recognition accuracy in younger children, but significant positive associations in 8th grade students. These results have multiple implications as they help to clarify past inconsistencies on the association between CU traits and emotion recognition and can aid in the development of more effective interventions to prevent or treat conduct problems in young children.

Indexed as

Conduct DisorderEmotionsEmpathyRecognition, PsychologyAdolescentAge FactorsChildFacial ExpressionFemaleHumansMaleCallous-unemotional (CU) traitsConduct problemsDevelopmental trendsEmotion recognitionEmpathy development

Identifiers

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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.