Evidence map›Paper›PMID 38236454›Full record

ArticleChild psychiatry and human development2025

In Search of Conceptual Clarity About the Structure of Psychopathic Traits in Children: A Network-Based Proposal.

Laura López-Romero, Henrik Andershed, Estrella Romero, Matti Cervin

Abstract read
In one paragraph

Article in Child psychiatry and human development, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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.

Laura López-RomeroDepartamento de Psicología Clínica y Psicobiología, Facultad de Psicología, Universidade de Santiago de Compostela, Rua Xose María Suárez Núñez S/N, Campus Sur, 15782, Santiago de Compostela, Spain. laura.lopez.romero@usc.es.ORCID 0000-0003-0513-6698
Henrik AndershedÖrebro University, Örebro, Sweden.ORCID 0000-0002-8163-6558
Estrella RomeroDepartamento de Psicología Clínica y Psicobiología, Facultad de Psicología, Universidade de Santiago de Compostela, Rua Xose María Suárez Núñez S/N, Campus Sur, 15782, Santiago de Compostela, Spain.ORCID 0000-0002-9239-2544
Matti CervinLund University, Lund, Sweden.ORCID 0000-0003-1188-8706

Funding

Agencia Estatal de Investigación PID2019-107897RB-I00Agencia Estatal de Investigación RYC2021-032890-I
6 · The paper itself

Abstract

Psychopathic traits in childhood have been revealed as potential identifiers of risk, being predictive of later forms of behavioral maladjustment. Yet, it is still under debate how psychopathic traits in children should be best conceptualized and which are the core dimensions for construct definition and prediction. The present study aims to examine the structure of psychopathic traits in childhood, and its predictive value, by using a combination of traditional factor analysis and more recent network-based methods. Data on psychopathic traits, as measured by the Child Problematic Traits Inventory (CPTI), were collected in a large sample of children (n = 2454; 48.2% girls), aged 3 to 6 at the onset of the study (Mage = 4.26; SD = 0.91), who were followed-up one and two years later using parent- and teacher-reports. Results showed that psychopathic traits measured via CPTI are best conceptualized as five latent factors encompassing grandiosity, deceitfulness, callousness, impulsivity and need of stimulation, a result that converged across informants and time. Callousness and grandiosity emerged as central traits using network analysis of parent-reports, while deceitfulness was most central using teacher-reports. Finally, callousness, impulsivity and deceitfulness emerged as the best predictors of concurrent, prospective and stable conduct problems. These results provide a refined structure of psychopathic traits in children that better accounts for the core elements of the construct. Additional theoretical and practical implications will be discussed in terms of assessment, diagnostic classification and tailored prevention/intervention.

Indexed as

Antisocial Personality DisorderChild BehaviorConduct DisorderChildChild, PreschoolFactor Analysis, StatisticalFemaleHumansImpulsive BehaviorMaleChildrenConduct problemsNetwork structurePredictionPsychopathic traits

Identifiers

PMID38236454
PMCPMC12628477

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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.