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Causal modelling of variation in clinical practice and long-term outcomes of ADHD using Norwegian registry data: the ADHD controversy project

INTRODUCTION: Attention-deficit/hyperactivity disorder (ADHD) is among the most common mental disorders in children and adolescents, and it is a strong risk factor for several adverse psychosocial outcomes over the lifespan. There are large between-country and within-country variations in diagnosis...

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Autores principales: Mykletun, Arnstein, Widding-Havneraas, Tarjei, Chaulagain, Ashmita, Lyhmann, Ingvild, Bjelland, Ingvar, Halmøy, Anne, Elwert, Felix, Butterworth, Peter, Markussen, Simen, Zachrisson, Henrik Daae, Rypdal, Knut
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7817799/
https://www.ncbi.nlm.nih.gov/pubmed/33468528
http://dx.doi.org/10.1136/bmjopen-2020-041698
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author Mykletun, Arnstein
Widding-Havneraas, Tarjei
Chaulagain, Ashmita
Lyhmann, Ingvild
Bjelland, Ingvar
Halmøy, Anne
Elwert, Felix
Butterworth, Peter
Markussen, Simen
Zachrisson, Henrik Daae
Rypdal, Knut
author_facet Mykletun, Arnstein
Widding-Havneraas, Tarjei
Chaulagain, Ashmita
Lyhmann, Ingvild
Bjelland, Ingvar
Halmøy, Anne
Elwert, Felix
Butterworth, Peter
Markussen, Simen
Zachrisson, Henrik Daae
Rypdal, Knut
author_sort Mykletun, Arnstein
collection PubMed
description INTRODUCTION: Attention-deficit/hyperactivity disorder (ADHD) is among the most common mental disorders in children and adolescents, and it is a strong risk factor for several adverse psychosocial outcomes over the lifespan. There are large between-country and within-country variations in diagnosis and medication rates. Due to ethical and practical considerations, a few studies have examined the effects of receiving a diagnosis, and there is a lack of research on effects of medication on long-term outcomes. Our project has four aims organised in four work packages: (WP1) To examine the prognosis of ADHD (with and without medication) compared with patients with other psychiatric diagnoses, patients in contact with public sector child and adolescent psychiatric outpatient clinics (without diagnosis) and the general population; (WP2) Examine within-country variation in ADHD diagnoses and medication rates by clinics’ catchment area; and(WP3) Identify causal effects of being diagnosed with ADHD and (WP4) ADHD medication on long-term outcomes. METHOD AND ANALYSIS: Our project links several nationwide Norwegian registries. The patient sample is all persons aged 5–18 years that were in contact with public sector child and adolescent psychiatric outpatient clinics in 2009–2011. Our comparative analysis of prognosis will be based on survival analysis and mixed-effects models. Our analysis of variation will apply mixed-effects models and generalised linear models. We have two identification strategies for the effect of being diagnosed with ADHD and of receiving medication on long-term outcomes. Both strategies rely on using preference-based instrumental variables, which in our project are based on provider preferences for ADHD diagnosis and medication. ETHICS AND DISSEMINATION: The project is approved by the Regional Ethics Committee, Norway (REC number 2017/2150/REC south-east D). All papers will be published in open-access journals and results will be presented in national and international conferences. TRIAL REGISTRATION NUMBERS: ISRCTN11573246 and ISRCTN11891971.
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spelling pubmed-78177992021-01-28 Causal modelling of variation in clinical practice and long-term outcomes of ADHD using Norwegian registry data: the ADHD controversy project Mykletun, Arnstein Widding-Havneraas, Tarjei Chaulagain, Ashmita Lyhmann, Ingvild Bjelland, Ingvar Halmøy, Anne Elwert, Felix Butterworth, Peter Markussen, Simen Zachrisson, Henrik Daae Rypdal, Knut BMJ Open Epidemiology INTRODUCTION: Attention-deficit/hyperactivity disorder (ADHD) is among the most common mental disorders in children and adolescents, and it is a strong risk factor for several adverse psychosocial outcomes over the lifespan. There are large between-country and within-country variations in diagnosis and medication rates. Due to ethical and practical considerations, a few studies have examined the effects of receiving a diagnosis, and there is a lack of research on effects of medication on long-term outcomes. Our project has four aims organised in four work packages: (WP1) To examine the prognosis of ADHD (with and without medication) compared with patients with other psychiatric diagnoses, patients in contact with public sector child and adolescent psychiatric outpatient clinics (without diagnosis) and the general population; (WP2) Examine within-country variation in ADHD diagnoses and medication rates by clinics’ catchment area; and(WP3) Identify causal effects of being diagnosed with ADHD and (WP4) ADHD medication on long-term outcomes. METHOD AND ANALYSIS: Our project links several nationwide Norwegian registries. The patient sample is all persons aged 5–18 years that were in contact with public sector child and adolescent psychiatric outpatient clinics in 2009–2011. Our comparative analysis of prognosis will be based on survival analysis and mixed-effects models. Our analysis of variation will apply mixed-effects models and generalised linear models. We have two identification strategies for the effect of being diagnosed with ADHD and of receiving medication on long-term outcomes. Both strategies rely on using preference-based instrumental variables, which in our project are based on provider preferences for ADHD diagnosis and medication. ETHICS AND DISSEMINATION: The project is approved by the Regional Ethics Committee, Norway (REC number 2017/2150/REC south-east D). All papers will be published in open-access journals and results will be presented in national and international conferences. TRIAL REGISTRATION NUMBERS: ISRCTN11573246 and ISRCTN11891971. BMJ Publishing Group 2021-01-19 /pmc/articles/PMC7817799/ /pubmed/33468528 http://dx.doi.org/10.1136/bmjopen-2020-041698 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/ 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 Epidemiology
Mykletun, Arnstein
Widding-Havneraas, Tarjei
Chaulagain, Ashmita
Lyhmann, Ingvild
Bjelland, Ingvar
Halmøy, Anne
Elwert, Felix
Butterworth, Peter
Markussen, Simen
Zachrisson, Henrik Daae
Rypdal, Knut
Causal modelling of variation in clinical practice and long-term outcomes of ADHD using Norwegian registry data: the ADHD controversy project
title Causal modelling of variation in clinical practice and long-term outcomes of ADHD using Norwegian registry data: the ADHD controversy project
title_full Causal modelling of variation in clinical practice and long-term outcomes of ADHD using Norwegian registry data: the ADHD controversy project
title_fullStr Causal modelling of variation in clinical practice and long-term outcomes of ADHD using Norwegian registry data: the ADHD controversy project
title_full_unstemmed Causal modelling of variation in clinical practice and long-term outcomes of ADHD using Norwegian registry data: the ADHD controversy project
title_short Causal modelling of variation in clinical practice and long-term outcomes of ADHD using Norwegian registry data: the ADHD controversy project
title_sort causal modelling of variation in clinical practice and long-term outcomes of adhd using norwegian registry data: the adhd controversy project
topic Epidemiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7817799/
https://www.ncbi.nlm.nih.gov/pubmed/33468528
http://dx.doi.org/10.1136/bmjopen-2020-041698
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