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Geographic analysis of the variation in the incidence of ADHD in a country with free access to healthcare: a Danish cohort study

BACKGROUND: The prevalence of citizens diagnosed with Attention Deficit Hyperactivity Disorder (ADHD) has risen dramatically over the past decades in many countries, however, with large variations. Countries such as Denmark with centrally organized well fare systems, free access to health services a...

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Autores principales: Madsen, Kathrine Bang, Ersbøll, Annette Kjær, Olsen, Jørn, Parner, Erik, Obel, Carsten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4546292/
https://www.ncbi.nlm.nih.gov/pubmed/26297014
http://dx.doi.org/10.1186/s12942-015-0018-4
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author Madsen, Kathrine Bang
Ersbøll, Annette Kjær
Olsen, Jørn
Parner, Erik
Obel, Carsten
author_facet Madsen, Kathrine Bang
Ersbøll, Annette Kjær
Olsen, Jørn
Parner, Erik
Obel, Carsten
author_sort Madsen, Kathrine Bang
collection PubMed
description BACKGROUND: The prevalence of citizens diagnosed with Attention Deficit Hyperactivity Disorder (ADHD) has risen dramatically over the past decades in many countries, however, with large variations. Countries such as Denmark with centrally organized well fare systems, free access to health services and individual tracking based on unique personal identification may in particular contribute to our understanding of the reasons for this increase. Based on Danish registers we aimed to examine the geographical patterns of the distribution of ADHD diagnosis and medication use and explore the association with access to diagnostic services, diagnostic culture, neighbourhood socioeconomic status and municipal spending on health care for children. METHODS: We combined information on registered diagnosis of ICD-10 Hyperkinetic Disorder and ADHD medication use in a Danish register-based cohort of children born between 1990 and 2000. We mapped incidence proportions of diagnoses and medication use within the 98 Danish Municipalities. Global and local clustering of ADHD was identified using spatial analysis. Information on contextual factors in the municipalities was obtained from national registers. The associations between the incidence of ADHD and contextual factors were analysed using Bayesian spatial regression models. RESULTS: We found a considerable variation in the incidence of ADHD across the municipalities. Significant clustering of both high and low incidence of ADHD was identified and mapped using the local Moran’s I. Clustering of low incidence of diagnosis and medication use was observed in less populated areas with limited diagnostic resources and in contrast clustering of high incidence in densely populated areas and greater diagnostic resources. When considering the spatial autocorrelation between neighbouring municipalities, no significant associations were found between ADHD and access to diagnostic services, different diagnostic culture, socioeconomic status at municipality level or the municipal spending on health care for children. CONCLUSIONS: A large geographical variation of ADHD in the municipalities was observed despite tax-financed and free access to healthcare. Although not statistically significant, results indicate that accessibility to diagnostic resources might explain some of the variation in ADHD incidence. In contrast to US studies the observed variation was not statistically associated to contextual factors in terms of SES, municipal spending on health care for children or differences in diagnostic practices.
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spelling pubmed-45462922015-08-23 Geographic analysis of the variation in the incidence of ADHD in a country with free access to healthcare: a Danish cohort study Madsen, Kathrine Bang Ersbøll, Annette Kjær Olsen, Jørn Parner, Erik Obel, Carsten Int J Health Geogr Research BACKGROUND: The prevalence of citizens diagnosed with Attention Deficit Hyperactivity Disorder (ADHD) has risen dramatically over the past decades in many countries, however, with large variations. Countries such as Denmark with centrally organized well fare systems, free access to health services and individual tracking based on unique personal identification may in particular contribute to our understanding of the reasons for this increase. Based on Danish registers we aimed to examine the geographical patterns of the distribution of ADHD diagnosis and medication use and explore the association with access to diagnostic services, diagnostic culture, neighbourhood socioeconomic status and municipal spending on health care for children. METHODS: We combined information on registered diagnosis of ICD-10 Hyperkinetic Disorder and ADHD medication use in a Danish register-based cohort of children born between 1990 and 2000. We mapped incidence proportions of diagnoses and medication use within the 98 Danish Municipalities. Global and local clustering of ADHD was identified using spatial analysis. Information on contextual factors in the municipalities was obtained from national registers. The associations between the incidence of ADHD and contextual factors were analysed using Bayesian spatial regression models. RESULTS: We found a considerable variation in the incidence of ADHD across the municipalities. Significant clustering of both high and low incidence of ADHD was identified and mapped using the local Moran’s I. Clustering of low incidence of diagnosis and medication use was observed in less populated areas with limited diagnostic resources and in contrast clustering of high incidence in densely populated areas and greater diagnostic resources. When considering the spatial autocorrelation between neighbouring municipalities, no significant associations were found between ADHD and access to diagnostic services, different diagnostic culture, socioeconomic status at municipality level or the municipal spending on health care for children. CONCLUSIONS: A large geographical variation of ADHD in the municipalities was observed despite tax-financed and free access to healthcare. Although not statistically significant, results indicate that accessibility to diagnostic resources might explain some of the variation in ADHD incidence. In contrast to US studies the observed variation was not statistically associated to contextual factors in terms of SES, municipal spending on health care for children or differences in diagnostic practices. BioMed Central 2015-08-22 /pmc/articles/PMC4546292/ /pubmed/26297014 http://dx.doi.org/10.1186/s12942-015-0018-4 Text en © Madsen et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Madsen, Kathrine Bang
Ersbøll, Annette Kjær
Olsen, Jørn
Parner, Erik
Obel, Carsten
Geographic analysis of the variation in the incidence of ADHD in a country with free access to healthcare: a Danish cohort study
title Geographic analysis of the variation in the incidence of ADHD in a country with free access to healthcare: a Danish cohort study
title_full Geographic analysis of the variation in the incidence of ADHD in a country with free access to healthcare: a Danish cohort study
title_fullStr Geographic analysis of the variation in the incidence of ADHD in a country with free access to healthcare: a Danish cohort study
title_full_unstemmed Geographic analysis of the variation in the incidence of ADHD in a country with free access to healthcare: a Danish cohort study
title_short Geographic analysis of the variation in the incidence of ADHD in a country with free access to healthcare: a Danish cohort study
title_sort geographic analysis of the variation in the incidence of adhd in a country with free access to healthcare: a danish cohort study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4546292/
https://www.ncbi.nlm.nih.gov/pubmed/26297014
http://dx.doi.org/10.1186/s12942-015-0018-4
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