Back

ADHD and Autism Spectrum Disorder (ASD) in Childhood: establishing the feasibility and validity of a nation-wide e-cohort

Langley, K.; del Pozo Banos, M.; Dalsgaard, S.; Paranjothy, S.; Riglin, L.; John, A.; Thapar, A.

2023-01-11 psychiatry and clinical psychology
10.1101/2023.01.10.23284395 medRxiv
Show abstract

ObjectivesWe investigated the feasibility and validity of establishing a nationwide e-cohort of individuals with a diagnosis of ADHD and/or ASD for future longitudinal research. DesignIndividuals with a childhood diagnosis of ADHD/ASD as recorded on routinely available healthcare datasets were compared with matched controls and a sample of directly assessed individuals with ADHD. SettingThis study utilised data from the Welsh Secure Anonymised Information Linkage (SAIL) Databank in Wales, UK. Routinely collected data from primary care, Emergency Department and hospital admissions were linked at person level. ParticipantsAll individuals in Wales, UK born between 01/01/1991 and 31/12/2000. Individuals with a recorded diagnosis of ADHD and/or ASD by age 18 years were identified using ICD-10 and NHS Read codes and matched to three controls each and 154 individuals with ADHD recruited from an established research study. Outcome measuresRecorded service use for anxiety and depression, alcohol and drug use and self-harm including Emergency Department use in young adulthood (age 16 years to 25). Results7726 individuals had a recorded diagnosis of ADHD (80% male) and 5001 of ASD (79% male); % and 0.9% of the population respectively. Coxs regression analyses showed ADHD was associated with increased risks of anxiety/depression (HR:2.36, 95% CI:2.20,2.53), self-harm (HR: 5.70, 95% CI:5.07,6.40), alcohol (HR:3.95, 95%CI:3.42,4.56), drug use (HR:5.88, 95%CI:5.08,6.80) and Emergency department service use (HR:1.36, 95%CI:1.31,1.41). Those with ASD were at increased risk of anxiety/depression (HR:2.11, 95%CI: 1.91,2.34), self-harm (HR:2.93, 95%CI: 2.45,3.50) and drug use (HR:2.21, 95%CI: 1.66,2.95) but not alcohol use. The ADHD e-cohort were similar to the directly assessed cohort. ConclusionsOur identification strategy demonstrated the feasibility of establishing a large e-cohort of those with ADHD/ASD with expected patterns of poorer early adult outcomes, demonstrating a valid method of identifying large samples for future longitudinal studies without selective attrition. Article summaryO_ST_ABSStrengths and limitations of this studyC_ST_ABSO_LIThis study used population wide administrative data from a well-established and comprehensive databank C_LIO_LIData from both primary and secondary care was combined C_LIO_LIThe study utilised a directly assessed sample of those with ADHD to help validate the establishment of the administratively identified sample C_LIO_LINot all individuals had passed through the whole follow up period at the end of the study C_LIO_LIStudies utilising administrative data is dependent upon that data having been collected an recorded. C_LI

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.