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      Can a nation-wide e-cohort of ADHD and ASD in childhood be established using Welsh routinely available datasets?

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          Abstract

          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.

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          Most cited references37

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          Diagnostic and Statistical Manual of Mental Disorders

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            Autism spectrum disorder

            Autism spectrum disorder is a term used to describe a constellation of early-appearing social communication deficits and repetitive sensory–motor behaviours associated with a strong genetic component as well as other causes. The outlook for many individuals with autism spectrum disorder today is brighter than it was 50 years ago; more people with the condition are able to speak, read, and live in the community rather than in institutions, and some will be largely free from symptoms of the disorder by adulthood. Nevertheless, most individuals will not work full-time or live independently. Genetics and neuroscience have identified intriguing patterns of risk, but without much practical benefit yet. Considerable work is still needed to understand how and when behavioural and medical treatments can be effective, and for which children, including those with substantial comorbidities. It is also important to implement what we already know and develop services for adults with autism spectrum disorder. Clinicians can make a difference by providing timely and individualised help to families navigating referrals and access to community support systems, by providing accurate information despite often unfiltered media input, and by anticipating transitions such as family changes and school entry and leaving.
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              ADHD prevalence estimates across three decades: an updated systematic review and meta-regression analysis.

              Previous studies have identified significant variability in attention-deficit / hyperactivity disorder (ADHD) prevalence estimates worldwide, largely explained by methodological procedures. However, increasing rates of ADHD diagnosis and treatment throughout the past few decades have fuelled concerns about whether the true prevalence of the disorder has increased over time. We updated the two most comprehensive systematic reviews on ADHD prevalence available in the literature. Meta-regression analyses were conducted to test the effect of year of study in the context of both methodological variables that determined variability in ADHD prevalence (diagnostic criteria, impairment criterion and source of information), and the geographical location of studies. We identified 154 original studies and included 135 in the multivariate analysis. Methodological procedures investigated were significantly associated with heterogeneity of studies. Geographical location and year of study were not associated with variability in ADHD prevalence estimates. Confirming previous findings, variability in ADHD prevalence estimates is mostly explained by methodological characteristics of the studies. In the past three decades, there has been no evidence to suggest an increase in the number of children in the community who meet criteria for ADHD when standardized diagnostic procedures are followed.
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                Author and article information

                Journal
                BMJ Open
                BMJ Open
                bmjopen
                bmjopen
                BMJ Open
                BMJ Publishing Group (BMA House, Tavistock Square, London, WC1H 9JR )
                2044-6055
                2023
                21 August 2023
                : 13
                : 8
                : e071851
                Affiliations
                [1 ]departmentSchool of Psychology , Ringgold_2112Cardiff University , Cardiff, UK
                [2 ]departmentPopulation Data Science , Ringgold_7759Swansea University , Swansea, UK
                [3 ]departmentWolfson Centre for Young People’s Mental Health , Cardiff University , Cardiff, UK
                [4 ]departmentNational Centre for Register-based Research, School of Business and Social Sciences , Aarhus University , Aarhus, Denmark
                [5 ]departmentInstitute of Clinical Medicine , University of Copenhagen , Copenhagen, Denmark
                [6 ]departmentDepartment of Child and Adolescent Psychiatry , Mental Health Services of the Capital Region , Glostrup, Denmark
                [7 ]departmentMedical Sciences and Nutrition , Ringgold_1019University of Aberdeen , Aberdeen, UK
                [8 ]departmentDivision of Psychological Medicine and Clinical Neurosciences; Centre for Neuropsychiatric Genetics and Genomics, School of Medicine , Cardiff University , Cardiff, UK
                Author notes
                [Correspondence to ] Dr Kate Langley; LangleyK@ 123456cardiff.ac.uk
                Author information
                http://orcid.org/0000-0002-2033-2657
                http://orcid.org/0000-0002-0528-3121
                http://orcid.org/0000-0002-5657-6995
                http://orcid.org/0000-0002-3689-737X
                Article
                bmjopen-2023-071851
                10.1136/bmjopen-2023-071851
                10445352
                37604636
                db40d523-4e3a-4655-998b-bcc3bdf80236
                © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY. Published by BMJ.

                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/.

                History
                : 13 January 2023
                : 24 July 2023
                Funding
                Funded by: http://dx.doi.org/10.13039/100010269, Wellcome Trust;
                Award ID: 105613/Z/14/Z
                Funded by: FundRef http://dx.doi.org/10.13039/501100001320, Wolfson Foundation;
                Award ID: N/A
                Funded by: National Centre for Mental Health (NCMH);
                Award ID: 517191
                Categories
                Mental Health
                1506
                1712
                Original research
                Custom metadata
                unlocked

                Medicine
                mental health,community child health,child & adolescent psychiatry,depression & mood disorders,substance misuse,suicide & self-harm

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