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Cost-Effectiveness of Treatments in Children With Attention-Deficit/Hyperactivity Disorder: A Continuous-Time Markov Modeling Approach
Objectives. This study aimed to assess the cost-effectiveness of treatments for attention-deficit/hyperactivity disorder (ADHD) in children through prevention of serious delinquent behavior. Cost-effectiveness was assessed in net-monetary benefit (NMB). Methods. To evaluate the three major forms of...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6699005/ https://www.ncbi.nlm.nih.gov/pubmed/31453364 http://dx.doi.org/10.1177/2381468319867629 |
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author | Freriks, Roel D. Mierau, Jochen O. van der Schans, Jurjen Groenman, Annabeth P. Hoekstra, Pieter J. Postma, Maarten J. Buskens, Erik Cao, Qi |
author_facet | Freriks, Roel D. Mierau, Jochen O. van der Schans, Jurjen Groenman, Annabeth P. Hoekstra, Pieter J. Postma, Maarten J. Buskens, Erik Cao, Qi |
author_sort | Freriks, Roel D. |
collection | PubMed |
description | Objectives. This study aimed to assess the cost-effectiveness of treatments for attention-deficit/hyperactivity disorder (ADHD) in children through prevention of serious delinquent behavior. Cost-effectiveness was assessed in net-monetary benefit (NMB). Methods. To evaluate the three major forms of ADHD treatment (medication management, behavioral treatment, and the combination thereof) relative to community-delivered treatment (control condition), we used data from 448 children, aged 7 to 10, who participated in the National Institute of Mental Health’s Multimodal Treatment Study of Children with ADHD. We developed a three-state continuous-time Markov model (no delinquency, minor to moderate delinquency, serious delinquency) to extrapolate the results 10 years beyond the 14-month trial period at a 3% discount rate. Serious delinquency was considered an absorbing state to enable assessment in life-years (LYs) of serious delinquent behavior prevented. The willingness-to-pay (WTP) threshold was set equal to the annual cost associated with serious delinquency in children with ADHD of $12,370. Results. Modeled and observed outcomes matched closely with a mean difference of 6.9% in LYs of serious delinquent behavior prevented. The economic evaluation revealed a NMB of $95,449, $88,553, $90,536 and $98,660 for medication management, behavioral treatment, combined treatment, and routine community care, respectively. Estimates remained stable after linearly increasing the WTP threshold between $0 and $50,000 in the deterministic sensitivity analyses. Conclusions. This study assessed the cost-effectiveness of treatments for ADHD in children using continuous-time Markov modeling. We show that treatment evaluation in broader societal outcomes is essential for policy makers, as the three major forms of ADHD treatment turned out to be inferior to the control condition. |
format | Online Article Text |
id | pubmed-6699005 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-66990052019-08-26 Cost-Effectiveness of Treatments in Children With Attention-Deficit/Hyperactivity Disorder: A Continuous-Time Markov Modeling Approach Freriks, Roel D. Mierau, Jochen O. van der Schans, Jurjen Groenman, Annabeth P. Hoekstra, Pieter J. Postma, Maarten J. Buskens, Erik Cao, Qi MDM Policy Pract Article Objectives. This study aimed to assess the cost-effectiveness of treatments for attention-deficit/hyperactivity disorder (ADHD) in children through prevention of serious delinquent behavior. Cost-effectiveness was assessed in net-monetary benefit (NMB). Methods. To evaluate the three major forms of ADHD treatment (medication management, behavioral treatment, and the combination thereof) relative to community-delivered treatment (control condition), we used data from 448 children, aged 7 to 10, who participated in the National Institute of Mental Health’s Multimodal Treatment Study of Children with ADHD. We developed a three-state continuous-time Markov model (no delinquency, minor to moderate delinquency, serious delinquency) to extrapolate the results 10 years beyond the 14-month trial period at a 3% discount rate. Serious delinquency was considered an absorbing state to enable assessment in life-years (LYs) of serious delinquent behavior prevented. The willingness-to-pay (WTP) threshold was set equal to the annual cost associated with serious delinquency in children with ADHD of $12,370. Results. Modeled and observed outcomes matched closely with a mean difference of 6.9% in LYs of serious delinquent behavior prevented. The economic evaluation revealed a NMB of $95,449, $88,553, $90,536 and $98,660 for medication management, behavioral treatment, combined treatment, and routine community care, respectively. Estimates remained stable after linearly increasing the WTP threshold between $0 and $50,000 in the deterministic sensitivity analyses. Conclusions. This study assessed the cost-effectiveness of treatments for ADHD in children using continuous-time Markov modeling. We show that treatment evaluation in broader societal outcomes is essential for policy makers, as the three major forms of ADHD treatment turned out to be inferior to the control condition. SAGE Publications 2019-08-17 /pmc/articles/PMC6699005/ /pubmed/31453364 http://dx.doi.org/10.1177/2381468319867629 Text en © The Author(s) 2019 http://www.creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Article Freriks, Roel D. Mierau, Jochen O. van der Schans, Jurjen Groenman, Annabeth P. Hoekstra, Pieter J. Postma, Maarten J. Buskens, Erik Cao, Qi Cost-Effectiveness of Treatments in Children With Attention-Deficit/Hyperactivity Disorder: A Continuous-Time Markov Modeling Approach |
title | Cost-Effectiveness of Treatments in Children With
Attention-Deficit/Hyperactivity Disorder: A Continuous-Time Markov Modeling
Approach |
title_full | Cost-Effectiveness of Treatments in Children With
Attention-Deficit/Hyperactivity Disorder: A Continuous-Time Markov Modeling
Approach |
title_fullStr | Cost-Effectiveness of Treatments in Children With
Attention-Deficit/Hyperactivity Disorder: A Continuous-Time Markov Modeling
Approach |
title_full_unstemmed | Cost-Effectiveness of Treatments in Children With
Attention-Deficit/Hyperactivity Disorder: A Continuous-Time Markov Modeling
Approach |
title_short | Cost-Effectiveness of Treatments in Children With
Attention-Deficit/Hyperactivity Disorder: A Continuous-Time Markov Modeling
Approach |
title_sort | cost-effectiveness of treatments in children with
attention-deficit/hyperactivity disorder: a continuous-time markov modeling
approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6699005/ https://www.ncbi.nlm.nih.gov/pubmed/31453364 http://dx.doi.org/10.1177/2381468319867629 |
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