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A Demographic and Regional Comparison of Opioid-Related Hospital Visits within Community Type in the United States
Background: The opioid epidemic is a complex national crisis in the United States with a 400% increase in related deaths over the past two decades with no signs of slowing. The purpose of this study was to assess the incidence of opioid use, based on the geographic and population characteristics. Me...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8397219/ https://www.ncbi.nlm.nih.gov/pubmed/34441753 http://dx.doi.org/10.3390/jcm10163460 |
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author | Wilkes, Jordan L. Montalban, Jessica N. Pringle, Brian D. Monroe, Devin Miller, Adela Zapata, Isain Brooks, Amanda E. Ross, David W. |
author_facet | Wilkes, Jordan L. Montalban, Jessica N. Pringle, Brian D. Monroe, Devin Miller, Adela Zapata, Isain Brooks, Amanda E. Ross, David W. |
author_sort | Wilkes, Jordan L. |
collection | PubMed |
description | Background: The opioid epidemic is a complex national crisis in the United States with a 400% increase in related deaths over the past two decades with no signs of slowing. The purpose of this study was to assess the incidence of opioid use, based on the geographic and population characteristics. Methods: The opioid-related hospital inpatient stays and emergency department visits obtained from the 2010 to 2018 Healthcare Cost and Utilization Project and demographic confounders, including age, race, education, and income gathered from US Census data were analyzed through generalized linear mixed models and reported by community size and region. Results: Opioid use varies among population center sizes and the region analyzed. In general, opioid visits in the southwest region were greatest across the majority of population center sizes. Rural usage was greatest in the northeast, southeast, and southwest. Unemployment and diverse ethnicities were commonly associated with opioid use in the metro areas studied but these associations were not seen in rural areas. Conclusion: Opioid use remains significant among diverse populations across the United States. Understanding the unique dynamics associated with opioid usage in populations within the regions studied is important in guiding future interventions to fight this crisis. |
format | Online Article Text |
id | pubmed-8397219 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83972192021-08-28 A Demographic and Regional Comparison of Opioid-Related Hospital Visits within Community Type in the United States Wilkes, Jordan L. Montalban, Jessica N. Pringle, Brian D. Monroe, Devin Miller, Adela Zapata, Isain Brooks, Amanda E. Ross, David W. J Clin Med Article Background: The opioid epidemic is a complex national crisis in the United States with a 400% increase in related deaths over the past two decades with no signs of slowing. The purpose of this study was to assess the incidence of opioid use, based on the geographic and population characteristics. Methods: The opioid-related hospital inpatient stays and emergency department visits obtained from the 2010 to 2018 Healthcare Cost and Utilization Project and demographic confounders, including age, race, education, and income gathered from US Census data were analyzed through generalized linear mixed models and reported by community size and region. Results: Opioid use varies among population center sizes and the region analyzed. In general, opioid visits in the southwest region were greatest across the majority of population center sizes. Rural usage was greatest in the northeast, southeast, and southwest. Unemployment and diverse ethnicities were commonly associated with opioid use in the metro areas studied but these associations were not seen in rural areas. Conclusion: Opioid use remains significant among diverse populations across the United States. Understanding the unique dynamics associated with opioid usage in populations within the regions studied is important in guiding future interventions to fight this crisis. MDPI 2021-08-04 /pmc/articles/PMC8397219/ /pubmed/34441753 http://dx.doi.org/10.3390/jcm10163460 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wilkes, Jordan L. Montalban, Jessica N. Pringle, Brian D. Monroe, Devin Miller, Adela Zapata, Isain Brooks, Amanda E. Ross, David W. A Demographic and Regional Comparison of Opioid-Related Hospital Visits within Community Type in the United States |
title | A Demographic and Regional Comparison of Opioid-Related Hospital Visits within Community Type in the United States |
title_full | A Demographic and Regional Comparison of Opioid-Related Hospital Visits within Community Type in the United States |
title_fullStr | A Demographic and Regional Comparison of Opioid-Related Hospital Visits within Community Type in the United States |
title_full_unstemmed | A Demographic and Regional Comparison of Opioid-Related Hospital Visits within Community Type in the United States |
title_short | A Demographic and Regional Comparison of Opioid-Related Hospital Visits within Community Type in the United States |
title_sort | demographic and regional comparison of opioid-related hospital visits within community type in the united states |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8397219/ https://www.ncbi.nlm.nih.gov/pubmed/34441753 http://dx.doi.org/10.3390/jcm10163460 |
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