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Using Randomized Controlled Trials to Estimate the Effect of Community Interventions for Childhood Asthma
INTRODUCTION: The Centers for Disease Control and Prevention’s Controlling Childhood Asthma and Reducing Emergencies initiative aims to prevent 500,000 emergency department (ED) visits and hospitalizations within 5 years among children with asthma through implementation of evidence-based interventio...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Centers for Disease Control and Prevention
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240932/ https://www.ncbi.nlm.nih.gov/pubmed/37262329 http://dx.doi.org/10.5888/pcd20.220351 |
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author | Flanders, W. Dana Nurmagambetov, Tursynbek A. Cornwell, Cheryl R. Kosinski, Andrzej S. Sircar, Kanta |
author_facet | Flanders, W. Dana Nurmagambetov, Tursynbek A. Cornwell, Cheryl R. Kosinski, Andrzej S. Sircar, Kanta |
author_sort | Flanders, W. Dana |
collection | PubMed |
description | INTRODUCTION: The Centers for Disease Control and Prevention’s Controlling Childhood Asthma and Reducing Emergencies initiative aims to prevent 500,000 emergency department (ED) visits and hospitalizations within 5 years among children with asthma through implementation of evidence-based interventions and policies. Methods are needed for calculating the anticipated effects of planned asthma programs and the estimated effects of existing asthma programs. We describe and illustrate a method of using results from randomized control trials (RCTs) to estimate changes in rates of adverse asthma events (AAEs) that result from expanding access to asthma interventions. METHODS: We use counterfactual arguments to justify a formula for the expected number of AAEs prevented by a given intervention. This formula employs a current rate of AAEs, a measure of the increase in access to the intervention, and the rate ratio estimated in an RCT. RESULTS: We justified a formula for estimating the effect of expanding access to asthma interventions. For example, if 20% of patients with asthma in a community with 20,540 annual asthma-related ED visits were offered asthma self-management education, ED visits would decrease by an estimated 1,643; and annual hospitalizations would decrease from 2,639 to 617. CONCLUSION: Our method draws on the best available evidence from RCTs to estimate effects on rates of AAEs in the community of interest that result from expanding access to asthma interventions. |
format | Online Article Text |
id | pubmed-10240932 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Centers for Disease Control and Prevention |
record_format | MEDLINE/PubMed |
spelling | pubmed-102409322023-06-06 Using Randomized Controlled Trials to Estimate the Effect of Community Interventions for Childhood Asthma Flanders, W. Dana Nurmagambetov, Tursynbek A. Cornwell, Cheryl R. Kosinski, Andrzej S. Sircar, Kanta Prev Chronic Dis Original Research INTRODUCTION: The Centers for Disease Control and Prevention’s Controlling Childhood Asthma and Reducing Emergencies initiative aims to prevent 500,000 emergency department (ED) visits and hospitalizations within 5 years among children with asthma through implementation of evidence-based interventions and policies. Methods are needed for calculating the anticipated effects of planned asthma programs and the estimated effects of existing asthma programs. We describe and illustrate a method of using results from randomized control trials (RCTs) to estimate changes in rates of adverse asthma events (AAEs) that result from expanding access to asthma interventions. METHODS: We use counterfactual arguments to justify a formula for the expected number of AAEs prevented by a given intervention. This formula employs a current rate of AAEs, a measure of the increase in access to the intervention, and the rate ratio estimated in an RCT. RESULTS: We justified a formula for estimating the effect of expanding access to asthma interventions. For example, if 20% of patients with asthma in a community with 20,540 annual asthma-related ED visits were offered asthma self-management education, ED visits would decrease by an estimated 1,643; and annual hospitalizations would decrease from 2,639 to 617. CONCLUSION: Our method draws on the best available evidence from RCTs to estimate effects on rates of AAEs in the community of interest that result from expanding access to asthma interventions. Centers for Disease Control and Prevention 2023-06-01 /pmc/articles/PMC10240932/ /pubmed/37262329 http://dx.doi.org/10.5888/pcd20.220351 Text en https://creativecommons.org/licenses/by/4.0/Preventing Chronic Disease is a publication of the U.S. Government. This publication is in the public domain and is therefore without copyright. All text from this work may be reprinted freely. Use of these materials should be properly cited. |
spellingShingle | Original Research Flanders, W. Dana Nurmagambetov, Tursynbek A. Cornwell, Cheryl R. Kosinski, Andrzej S. Sircar, Kanta Using Randomized Controlled Trials to Estimate the Effect of Community Interventions for Childhood Asthma |
title | Using Randomized Controlled Trials to Estimate the Effect of Community Interventions for Childhood Asthma |
title_full | Using Randomized Controlled Trials to Estimate the Effect of Community Interventions for Childhood Asthma |
title_fullStr | Using Randomized Controlled Trials to Estimate the Effect of Community Interventions for Childhood Asthma |
title_full_unstemmed | Using Randomized Controlled Trials to Estimate the Effect of Community Interventions for Childhood Asthma |
title_short | Using Randomized Controlled Trials to Estimate the Effect of Community Interventions for Childhood Asthma |
title_sort | using randomized controlled trials to estimate the effect of community interventions for childhood asthma |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240932/ https://www.ncbi.nlm.nih.gov/pubmed/37262329 http://dx.doi.org/10.5888/pcd20.220351 |
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