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Co-occurring Neurodevelopmental Conditions in Children: Advocating for Transdiagnostic Approach to Assessments
Syeda Ishra Azim1, Kylie-Ann Mallitt1,2, Tsz Ying Wong1
1Discipline of Psychiatry and Mental Health, School of Clinical Medicine, UNSW Medicine & Health, University of New South Wales, Sydney, Australia.
Insights
This study suggests a transdiagnostic approach for children's neurodevelopmental conditions. Identifying shared symptomatic domains aids in understanding co-occurring conditions and improves diagnostic accuracy.
Area of Science:
- Child Psychology
- Neurodevelopmental Disorders
- Clinical Assessment
Background:
- Approximately 8% of children have developmental and mental health conditions.
- Overlapping symptoms across neurodevelopmental disorders complicate diagnosis.
- Current diagnostic methods struggle to attribute characteristics to specific conditions.
Purpose of the Study:
- To identify common symptomatic domains across childhood neurodevelopmental conditions.
- To explore dimension reduction for transdiagnostic assessments.
- To characterize and capture the complexities of co-occurring conditions.
Main Methods:
- Cluster and factor analyses were performed on two datasets (Australian Autism Biobank, Child Behavior Research Clinic).
- Data from children with behavioral and neurodevelopmental conditions were analyzed.
- Co-occurrence of conditions and behavioral profiles were examined.
Main Results:
- Four clusters based on emotional, behavioral, and social characteristics were found in the behavior clinic dataset.
- Three clusters categorized by cognitive, adaptive, and autistic traits emerged from the autism biobank dataset.
- Factor analysis identified domains grouping various characteristics.
Conclusions:
- Findings highlight the importance of a transdiagnostic approach over isolated diagnoses.
- Clusters of comorbidity and behavioral profiles align with identified factors.
- Integrating data from multiple clinical datasets provides a comprehensive view of neurodevelopmental conditions.
Abstract:
Approximately 8% of all children experience developmental and mental health conditions. Similarities in characteristics across neurodevelopmental conditions-such as difficulties in communication and language, social interaction, motor coordination, attention, activity regulation, behavior, mood, and sleep-make it challenging to attribute these characteristics exclusively to specific diagnoses and assessments. The purpose of this study was to identify symptomatic domains across neurodevelopmental conditions in children and to explore dimension reduction for transdiagnostic assessment. Cluster and factor analyses were conducted on two datasets to determine the co-occurrence of conditions in children. Deidentified data were sourced from two data repositories, the Australian Autism Biobank and the Child Behavior Research Clinic. Four clusters were identified in the behavior clinic dataset based on emotional, behavioral, and social characteristics. The autism biobank dataset revealed three distinct clusters categorized by cognitive skills, adaptive skills, and autistic traits. Factor analysis was subsequently used to explore which characteristics could be grouped into domains. The study aimed to characterize and capture the complexities of co-occurring conditions within neurodevelopmental conditions by identifying distinct domains derived from both cluster and factor analysis. By integrating findings from two clinical datasets with children having both behavioral and neurodevelopmental conditions, we highlighted how clusters of comorbidity and behavioral profiles align with factors. Thus, the findings emphasizes the importances of adopting a transdiagnostic approach to diagnosis, rather than viewing neurodevelopmental conditions in isolation.
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