Evidence map›Paper›PMID 42751660›Full record

ArticleClinical psychological science : a journal of the Association for Psychological Science2026

Reproducible Temperament Profiles in Adolescents With Attention-Deficit/Hyperactivity Disorder Prospectively Predict Clinical Outcomes.

Michael B Kozlowski, Jaden A Sangoi, Hannah E Morton, Elizabeth K Nousen, Jessica M Tipsord, McKenzie T Figuracion, Sarah Pieper, Madelyn Heise, Erica D Musser, Joel T Nigg and 1 more

Abstract read
In one paragraph

Article in Clinical psychological science : a journal of the Association for Psychological Science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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

11 authors.

Michael B KozlowskiCenter for Mental Health Innovation, Oregon Health & Science University.
Jaden A SangoiDepartment of Psychology, Barnard College, Columbia University.
Hannah E MortonCenter for Mental Health Innovation, Oregon Health & Science University.
Elizabeth K NousenCenter for Mental Health Innovation, Oregon Health & Science University.
Jessica M TipsordCenter for Mental Health Innovation, Oregon Health & Science University.
McKenzie T FiguracionDepartment of Psychological Sciences, Purdue University.
Sarah PieperDepartment of Psychology, Syracuse University.
Madelyn HeiseDepartment of Psychological Sciences, Purdue University.
Erica D MusserDepartment of Psychology, Barnard College, Columbia University.
Joel T NiggCenter for Mental Health Innovation, Oregon Health & Science University.
Sarah L KaralunasDepartment of Psychological Sciences, Purdue University.

Funding

ADHD heterogeneity, mechanisms, and risk profileR37MH059105 · NIMH · OREGON HEALTH & SCIENCE UNIVERSITY · PI NIGG, JOEL T · 2014 to 2023
$7.0M
Person-centered diagnostics and prediction for child dysregulatory psychopathology using novel phenotypesU01MH135970 · NIMH · OREGON HEALTH & SCIENCE UNIVERSITY · PI KARALUNAS, SARAH LYN, NAGEL, BONNIE J. · 2024 to 2025
$6.5M
Polygenic and environmental contributions to ADHD trajectory and outcome from childhood through adolescenceR01MH131685 · NIMH · OREGON HEALTH & SCIENCE UNIVERSITY · PI Michael A Mooney, Molly Nikolas · 2023 to 2026
$3.1M
Biobehavioral validation of the ADHD emotion dysregulation phenotypeR01MH120109 · NIMH · PURDUE UNIVERSITY · PI KARALUNAS, SARAH LYN · 2020 to 2025
$2.9M
NIMH NIH HHS R01 MH120109NIMH NIH HHS R01 MH131685NIMH NIH HHS R37 MH059105NIMH NIH HHS U01 MH135970
6 · The paper itself

Abstract

Currently, the field faces controversy about how to integrate novel, trait-based dimensions into existing psychological diagnostic frameworks. The problem is salient for attention-deficit/hyperactivity disorder (ADHD), which encompasses a partially coherent neurodevelopmental syndrome that is nonetheless heterogeneous with respect to mechanism and outcomes. Here, we suggest that temperament profiles, related to trait-based variation in emotional response and regulation, provide a viable way to link the complexity of within-group trait variation to differences in clinical outcomes. Across two large, independent samples of adolescents with ADHD (Oregon ADHD-1000, ABCD) we identified largely reproducible temperament profiles: a high approach motivation profile ("Surgent") and a high negative emotion profile ("Irritable"). In both samples, the Irritable profile prospectively predicted worsening clinical outcomes over multiple years of longitudinal follow-up. Temperament profiling approaches can contribute to improved risk/resilience prediction among individuals with ADHD and help bridge dimensional models of psychopathology with developmental process and clinical decision-making.

Indexed as

ADHDadolescencedimensional models of psychopathologylatent profile analysistemperament

Identifiers

PMID42751660
PMCPMC13580877

What OpenQuestion holds

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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.