Evidence map›Paper›PMID 38480986›Full record

ArticleJournal of child psychology and psychiatry, and allied disciplines2024

Evaluating the sensitivity to threat and affiliative reward (STAR) model in relation to the development of conduct problems and callous-unemotional traits across early adolescence.

Yael Paz, Emily R Perkins, Olivier Colins, Samantha Perlstein, Nicholas J Wagner, Samuel W Hawes, Amy Byrd, Essi Viding, Rebecca Waller

Open access · greenAbstract read
In one paragraph

Article in Journal of child psychology and psychiatry, and allied disciplines, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
3.2field-weighted citation impact, top 10% of its field
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

6 citing papers in PubMed, 1 synthesis or guideline pooled it, 5 citations in OpenAlex.

  1. Pooled it
  2. Heterogeneity in Callous-Unemotional Traits: Early Temperamental and Environmental Risk Factors in a High-Risk Sample.Clinical psychological science : a journal of the Association for Psychological Science · 2026
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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

9 authors at 6 institutions in 3 countries.

Yael PazDepartment of Psychology, University of Pennsylvania, Philadelphia, PA, USA.ORCID 0000-0002-1265-5923
Emily R PerkinsDepartment of Psychology, University of Pennsylvania, Philadelphia, PA, USA.ORCID 0000-0003-3473-8962
Olivier ColinsFaculty of Psychology and Educational Sciences, Department of Special Needs Education, Ghent University, Gent, Belgium.
Samantha PerlsteinDepartment of Psychology, University of Pennsylvania, Philadelphia, PA, USA.ORCID 0000-0002-6584-0786
Nicholas J WagnerDepartment of Brain and Psychological Science, Boston University, Boston, MA, USA.ORCID 0000-0002-8733-3435
Samuel W HawesDepartment of Psychology, Florida International University, Miami, FL, USA.ORCID 0000-0001-7173-1749
Amy ByrdDepartment of Psychiatry, University of Pittsburgh, Pittsburgh, PN, USA.ORCID 0000-0002-7930-6832
Essi VidingDivision of Psychology and Language Sciences, University College London, London, UK.ORCID 0000-0001-8468-8874
Rebecca WallerDepartment of Psychology, University of Pennsylvania, Philadelphia, PA, USA.ORCID 0000-0002-5069-1183
University of Pennsylvania · USBoston University · USFlorida International University · USGhent University · BEUniversity College London · GBUniversity of Pittsburgh · US

Funding

FIU-ABCD: Pathways and Mechanisms to Addiction in the Latino Youth of South FloridaU01DA041156 · NIDA · FLORIDA INTERNATIONAL UNIVERSITY · PI Raul Gonzalez, Angela R Laird · 2015 to 2026
$22.8M
Risky Parenting and Temperament Pathways To Callous-Unemotional Traits In Early ChildhoodR01MH125904 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI Nicholas J Wagner, Rebecca Waller · 2022 to 2026
$3.9M
Neural mechanisms of reactive aggression in adolescence: Altered reactivity during threat and reinforcement conditioningK01MH119216 · NIMH · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI BYRD, AMY L · 2019 to 2023
$845k
Leveraging Machine Learning Techniques to Elucidate Risk for Callous-Unemotional TraitsR21MH126162 · NIMH · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI WAGNER, NICHOLAS J, WALLER, REBECCA · 2022 to 2023
$450k
Israel Science Foundation 92/22NIDA NIH HHS U01 DA041156NIMH NIH HHS K01 MH119216NIMH NIH HHS K01MH119216NIMH NIH HHS R01 MH125904NIMH NIH HHS R01MH125904NIMH NIH HHS R21 MH126162NIMH NIH HHS R21MH126162
6 · The paper itself

Abstract

backgroundThe Sensitivity to Threat and Affiliative Reward (STAR) model proposes low threat sensitivity and low affiliation as risk factors for callous-unemotional (CU) traits. Preliminary evidence for the STAR model comes from work in early childhood. However, studies are needed that explore the STAR dimensions in late childhood and adolescence when severe conduct problems (CP) emerge. Moreover, it is unclear how variability across the full spectrum of threat sensitivity and affiliation gives rise to different forms of psychopathology beyond CU traits.

methodsThe current study addressed these gaps using parent- and child-reported data from three waves and a sub-study of the Adolescent Brain Cognitive Development Study® of 11,878 youth (48% female; ages 9-12).

resultsConsistent with the STAR model, low threat sensitivity and low affiliation were independently related to CU traits across informants and time. Moreover, there was significant interaction between the STAR dimensions, such that children with lower sensitivity to threat and lower affiliation had higher parent-reported CU traits. Unlike CU traits, children with higher threat sensitivity had higher parent-reported CP and anxiety. Finally, children with lower affiliation had higher parent-reported CP, anxiety, and depression. Results largely replicated across informants and time, and sensitivity analysis revealed similar findings in children with and without DSM-5 defined CP.

conclusionsResults support the STAR model hypotheses as they pertain to CU traits and delineate threat sensitivity and affiliation as independent transdiagnostic risk factors for different types of psychopathology. Future research is needed to develop fuller and more reliable and valid measures of affiliation and threat sensitivity across multiple assessment modalities.

Indexed as

Conduct DisorderRewardAdolescentChildEmotionsEmpathyFemaleHumansMaleModels, PsychologicalAffiliationcallous‐unemotionalconduct problemsparentingpsychopathologythreat sensitivity

Identifiers

PMID38480986
PMCPMC11393184
OpenAlexW4392814635

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.