Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Psychiatry

Sec. ADHD

Volume 16 - 2025 | doi: 10.3389/fpsyt.2025.1668149

This article is part of the Research TopicLongitudinal Data Analysis in Child and Adolescent Mental Health, volume IIView all 7 articles

Multi-method ADHD diagnostics in children: CBCL and TRF lead the way

Provisionally accepted
  • 1Clinical Neuropsychology and Psychotherapy, Faculty of Psychology ad Sports Science, Bielefeld University, Bielefeld, Germany
  • 2Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, LWL-Hospital Marsberg, LWL-Klinik Marsberg, Marsberg, Germany
  • 3Department of Psychiatry, Psychotherapy and Preventive Medicine, Ruhr-Universitat Bochum, Bochum, Germany

The final, formatted version of the article will be published soon.

Objective: Diagnosing ADHD in children requires multi-method examinations, yet the effi-cacy of this approach remains inconsistent. Our case control study investigated which stand-ardized assessment methods most accurately predict an ICD-10 ADHD diagnosis in mixed settings (inpatient, outpatient, school). Methods: We examined 125 children aged 6-13 years, thereof 56 with an ADHD diagnosis (M = 9.7, SD = 2.09) and 69 without (M = 9.04, SD = 2.05). Our assessment included a chil-dren’s self-report questionnaire (Youth Self Report 11-18R, YSR), which was exploratorily used for younger children, and two objective tests, a Gameboy-administered Go/No-Go-task (QIKtest, EEGInfo, 2011) and a PC-administered continuous performance test (CPT, Knye et al., 2003). Parents were asked to complete some questions on the child’s possible diagno-ses and medication, and a parent questionnaire (Child Behavior Checklist 6-18R, CBCL). Teachers received the same questionnaire in adapted form (Teacher’s Report Form 6-18R, TRF). Classification accuracy was determined using receiver operating characteristic (ROC) analyses (Sensitivity, Specificity, Area under the Curve and Diagnostic Odds Ratio). A stepwise combination of indices was used to explore a multi-method procedure and its diag-nostic accuracy. Results: CBCL and TRF achieved the highest classification accuracy focusing on inatten-tion, followed by the YSR. Omission errors of CPT and QIKtest showed moderate classifica-tion performance while commission errors achieved the lowest. Combining CBCL, TRF and YSR showed superior diagnostic accuracy. Conclusions: Our results emphasize the relevance of multi-perspective questionnaire proce-dures for ADHD diagnosis despite potential acquisition challenges in clinical practice. Fu-ture research should develop more accurate objective test procedures and norm-based scales for children’s self-reports.

Keywords: Attention-Deficit/Hyperactivity Disorder, Children, Psychometric measurements, Diagnostic accuracy, ROC

Received: 17 Jul 2025; Accepted: 13 Oct 2025.

Copyright: © 2025 Himmelmeier, Waltereit and Werheid. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Luisa Himmelmeier, lhimmelmeier@uni-bielefeld.de

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.