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Can a nation-wide e-cohort of ADHD and ASD in childhood be established using Welsh routinely available datasets?
OBJECTIVES: We investigated the feasibility and validity of establishing a nationwide e-cohort of individuals with a diagnosis of attention deficit hyperactivity disorder (ADHD) and/or autism spectrum disorder (ASD) for future longitudinal research. DESIGN: Individuals with a childhood diagnosis of...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10445352/ https://www.ncbi.nlm.nih.gov/pubmed/37604636 http://dx.doi.org/10.1136/bmjopen-2023-071851 |
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author | Langley, Kate Del Pozo-Banos, Marcos Daalsgard, Søren Paranjothy, Shantini Riglin, Lucy John, Ann Thapar, Anita |
author_facet | Langley, Kate Del Pozo-Banos, Marcos Daalsgard, Søren Paranjothy, Shantini Riglin, Lucy John, Ann Thapar, Anita |
author_sort | Langley, Kate |
collection | PubMed |
description | OBJECTIVES: We investigated the feasibility and validity of establishing a nationwide e-cohort of individuals with a diagnosis of attention deficit hyperactivity disorder (ADHD) and/or autism spectrum disorder (ASD) for future longitudinal research. DESIGN: Individuals 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. SETTING: This study used data from the Welsh Secure Anonymised Information Linkage Databank in Wales, UK. Routinely collected data from primary care, emergency department and hospital admissions were linked at person level. PARTICIPANTS: All individuals in Wales, UK born between 1 January 1991 and 31 December 2000. Individuals with a recorded diagnosis of ADHD and/or ASD by age 18 years were identified using International Classification of Diseases, 10th Revision and National Health Service (NHS) READ codes and matched to 3 controls each and 154 individuals with ADHD recruited from an established research study. OUTCOME MEASURES: Recorded service use for anxiety and depression, alcohol and drug use and self-harm including emergency department use in young adulthood (age 16–25 years). RESULTS: 7726 individuals had a recorded diagnosis of ADHD (80% male) and 5001 of ASD (79% male); 1.4% and 0.9% of the population, respectively. Cox’s regression analyses showed ADHD was associated with increased risks of anxiety/depression (HR: 2.36, 95% CI: 2.20 to 2.53), self-harm (HR: 5.70, 95% CI: 5.07 to 6.40), alcohol (HR: 3.95, 95% CI: 3.42 to 4.56), drug use (HR: 5.88, 95% CI: 5.08 to 6.80) and emergency department service use (HR: 1.36, 95% CI: 1.31 to 1.41). Those with ASD were at increased risk of anxiety/depression (HR: 2.11, 95% CI: 1.91 to 2.34), self-harm (HR: 2.93, 95% CI: 2.45 to 3.50) and drug use (HR: 2.21, 95% CI: 1.66 to 2.95) but not alcohol use. The ADHD e-cohort were similar to the directly assessed cohort. CONCLUSIONS: Our 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. |
format | Online Article Text |
id | pubmed-10445352 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-104453522023-08-24 Can a nation-wide e-cohort of ADHD and ASD in childhood be established using Welsh routinely available datasets? Langley, Kate Del Pozo-Banos, Marcos Daalsgard, Søren Paranjothy, Shantini Riglin, Lucy John, Ann Thapar, Anita BMJ Open Mental Health OBJECTIVES: We investigated the feasibility and validity of establishing a nationwide e-cohort of individuals with a diagnosis of attention deficit hyperactivity disorder (ADHD) and/or autism spectrum disorder (ASD) for future longitudinal research. DESIGN: Individuals 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. SETTING: This study used data from the Welsh Secure Anonymised Information Linkage Databank in Wales, UK. Routinely collected data from primary care, emergency department and hospital admissions were linked at person level. PARTICIPANTS: All individuals in Wales, UK born between 1 January 1991 and 31 December 2000. Individuals with a recorded diagnosis of ADHD and/or ASD by age 18 years were identified using International Classification of Diseases, 10th Revision and National Health Service (NHS) READ codes and matched to 3 controls each and 154 individuals with ADHD recruited from an established research study. OUTCOME MEASURES: Recorded service use for anxiety and depression, alcohol and drug use and self-harm including emergency department use in young adulthood (age 16–25 years). RESULTS: 7726 individuals had a recorded diagnosis of ADHD (80% male) and 5001 of ASD (79% male); 1.4% and 0.9% of the population, respectively. Cox’s regression analyses showed ADHD was associated with increased risks of anxiety/depression (HR: 2.36, 95% CI: 2.20 to 2.53), self-harm (HR: 5.70, 95% CI: 5.07 to 6.40), alcohol (HR: 3.95, 95% CI: 3.42 to 4.56), drug use (HR: 5.88, 95% CI: 5.08 to 6.80) and emergency department service use (HR: 1.36, 95% CI: 1.31 to 1.41). Those with ASD were at increased risk of anxiety/depression (HR: 2.11, 95% CI: 1.91 to 2.34), self-harm (HR: 2.93, 95% CI: 2.45 to 3.50) and drug use (HR: 2.21, 95% CI: 1.66 to 2.95) but not alcohol use. The ADHD e-cohort were similar to the directly assessed cohort. CONCLUSIONS: Our 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. BMJ Publishing Group 2023-08-21 /pmc/articles/PMC10445352/ /pubmed/37604636 http://dx.doi.org/10.1136/bmjopen-2023-071851 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Mental Health Langley, Kate Del Pozo-Banos, Marcos Daalsgard, Søren Paranjothy, Shantini Riglin, Lucy John, Ann Thapar, Anita Can a nation-wide e-cohort of ADHD and ASD in childhood be established using Welsh routinely available datasets? |
title | Can a nation-wide e-cohort of ADHD and ASD in childhood be established using Welsh routinely available datasets? |
title_full | Can a nation-wide e-cohort of ADHD and ASD in childhood be established using Welsh routinely available datasets? |
title_fullStr | Can a nation-wide e-cohort of ADHD and ASD in childhood be established using Welsh routinely available datasets? |
title_full_unstemmed | Can a nation-wide e-cohort of ADHD and ASD in childhood be established using Welsh routinely available datasets? |
title_short | Can a nation-wide e-cohort of ADHD and ASD in childhood be established using Welsh routinely available datasets? |
title_sort | can a nation-wide e-cohort of adhd and asd in childhood be established using welsh routinely available datasets? |
topic | Mental Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10445352/ https://www.ncbi.nlm.nih.gov/pubmed/37604636 http://dx.doi.org/10.1136/bmjopen-2023-071851 |
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