School of Psychology, University of Ottawa, Ottawa, Ontario, Canada.
Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada.
Can J Psychiatry. 2024 Oct;69(10):768-777. doi: 10.1177/07067437241271708. Epub 2024 Aug 21.
Knowing the prevalence of mental health difficulties in young children is critical for early identification and intervention. In the current study, we examine the agreement among three different data sources estimating the prevalence of diagnoses for attention deficit hyperactivity disorder (ADHD) and emotional disorders (i.e., anxiety or mood disorder) for children between birth and 9 years of age.
Data from a prospective pregnancy cohort was linked with provincial administrative health data for children in Alberta, Canada. We report the positive agreement, negative agreement, and Cohen's Kappa of parent-reported child diagnoses provided by a health professional ("parent report"), exceeding a clinical cut-off on a standardized questionnaire completed by parents (the Behavior Assessment System for Children, 3rd edition ["BASC-3"]), and cumulative inpatient, outpatient, or physician claims diagnoses ("administrative data").
Positive and negative agreement for administrative data and parent-reported ADHD diagnoses were 70.8% and 95.6%, respectively, and 30.5% and 94.9% for administrative data and the BASC-3, respectively. For emotional disorders, administrative data and parent-reported diagnoses had a positive agreement of 35.7% and negative agreement of 96.30%. Positive and negative agreement for emotional disorders using administrative data and the BASC-3 were 20.0% and 87.4%, respectively. Kappa coefficients were generally low, indicating poor chance-corrected agreement between these data sources.
The data sources highlighted in this study provide disparate agreement for the prevalence of ADHD and emotional disorder diagnoses in young children. Low Kappa coefficients suggest that parent-reported diagnoses, clinically elevated symptoms using a standardized questionnaire, and diagnoses from administrative data serve different purposes and provide discrete estimates of mental health difficulties in early childhood.
Prevalence of child mental health disorders according to different data sources in Canada.
了解幼儿心理健康困难的患病率对于早期识别和干预至关重要。在本研究中,我们考察了三种不同数据源估计出生至 9 岁儿童注意力缺陷多动障碍(ADHD)和情绪障碍(即焦虑或情绪障碍)诊断患病率的一致性。
我们将前瞻性妊娠队列的数据与加拿大艾伯塔省的省级行政健康数据进行了关联。我们报告了由健康专业人员提供的父母报告的儿童诊断(“父母报告”)、父母完成的标准化问卷(行为评估系统儿童版,第 3 版[BASC-3])上的临床临界值的阳性和阴性一致性以及累积的住院、门诊或医生索赔诊断(“行政数据”)。
行政数据和父母报告的 ADHD 诊断的阳性和阴性一致性分别为 70.8%和 95.6%,行政数据和 BASC-3 的阳性和阴性一致性分别为 30.5%和 94.9%。对于情绪障碍,行政数据和父母报告的诊断的阳性一致性为 35.7%,阴性一致性为 96.30%。行政数据和 BASC-3 用于情绪障碍的阳性和阴性一致性分别为 20.0%和 87.4%。Kappa 系数通常较低,表明这些数据源之间的机会校正一致性较差。
本研究中强调的数据源对幼儿 ADHD 和情绪障碍诊断的患病率提供了不同的一致性。低 Kappa 系数表明,父母报告的诊断、使用标准化问卷的临床显著症状以及行政数据的诊断具有不同的用途,并提供了幼儿心理健康困难的离散估计。