Community-level Factors and their Associations with Changing Opioid Overdose Fatality Rates in Kentucky, 2019-2021.

Journal of Appalachian health Pub Date : 2024-09-01 eCollection Date: 2024-01-01 DOI:10.13023/jah.0601.07
Shawn R Nigam, Philip M Westgate, Svetla Slavova, Rachel Vickers-Smith, Katherine L Thompson
{"title":"Community-level Factors and their Associations with Changing Opioid Overdose Fatality Rates in Kentucky, 2019-2021.","authors":"Shawn R Nigam, Philip M Westgate, Svetla Slavova, Rachel Vickers-Smith, Katherine L Thompson","doi":"10.13023/jah.0601.07","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Kentucky has one of the highest opioid overdose fatality rates in the United States, which has increased significantly from 2019 to 2020. The COVID-19 pandemic has caused lasting effects on mental health and health care, which have been linked with increased opioid overdose. These effects are exacerbated in Appalachian regions, where there is a lack of sufficient access to community pharmacies and adequate health care.</p><p><strong>Purpose: </strong>In this study, we characterize changes in opioid overdose fatality rates in Kentucky from 2019 to 2021, with a specific focus on changes in Appalachian vs non-Appalachian counties. We aim to identify associations between community-level factors and opioid overdose fatality rates and how such associations may have changed from 2019 to 2021.</p><p><strong>Methods: </strong>County-level data were used to fit a marginal GEE-type negative binomial model to determine factors associated with opioid overdose fatality rates in 2019 (before the COVID-19 pandemic) and 2021 (during the COVID-19 pandemic).</p><p><strong>Results: </strong>Opioid overdose fatality rates increased from 2019 to 2021 (Rate Ratio: 1.82). This increase was much larger in adjacent-to-metropolitan (RR: 2.54) and Appalachian (RR: 2.38) counties. Age was associated with opioid overdose fatality rates in both 2019 and 2021, and the observed association for age was stronger in 2021. Appalachian status was associated with opioid overdose fatality rates in 2021. Metropolitan county status was associated with opioid overdose fatality rates in 2019, whereas adjacent-to-metropolitan county status was associated with opioid overdose fatality rates in 2021.</p><p><strong>Implications: </strong>Adjacent-to-metropolitan status's association with overdose fatalities in 2021 may indicate a differential effect of COVID-19 on suburban communities. Future studies should investigate additional factors related to COVID-19 as well the lasting effects of the pandemic on the landscape of opioid overdose in Kentucky.</p>","PeriodicalId":73599,"journal":{"name":"Journal of Appalachian health","volume":"6 1-2","pages":"91-116"},"PeriodicalIF":0.0000,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11617026/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Appalachian health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.13023/jah.0601.07","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction: Kentucky has one of the highest opioid overdose fatality rates in the United States, which has increased significantly from 2019 to 2020. The COVID-19 pandemic has caused lasting effects on mental health and health care, which have been linked with increased opioid overdose. These effects are exacerbated in Appalachian regions, where there is a lack of sufficient access to community pharmacies and adequate health care.

Purpose: In this study, we characterize changes in opioid overdose fatality rates in Kentucky from 2019 to 2021, with a specific focus on changes in Appalachian vs non-Appalachian counties. We aim to identify associations between community-level factors and opioid overdose fatality rates and how such associations may have changed from 2019 to 2021.

Methods: County-level data were used to fit a marginal GEE-type negative binomial model to determine factors associated with opioid overdose fatality rates in 2019 (before the COVID-19 pandemic) and 2021 (during the COVID-19 pandemic).

Results: Opioid overdose fatality rates increased from 2019 to 2021 (Rate Ratio: 1.82). This increase was much larger in adjacent-to-metropolitan (RR: 2.54) and Appalachian (RR: 2.38) counties. Age was associated with opioid overdose fatality rates in both 2019 and 2021, and the observed association for age was stronger in 2021. Appalachian status was associated with opioid overdose fatality rates in 2021. Metropolitan county status was associated with opioid overdose fatality rates in 2019, whereas adjacent-to-metropolitan county status was associated with opioid overdose fatality rates in 2021.

Implications: Adjacent-to-metropolitan status's association with overdose fatalities in 2021 may indicate a differential effect of COVID-19 on suburban communities. Future studies should investigate additional factors related to COVID-19 as well the lasting effects of the pandemic on the landscape of opioid overdose in Kentucky.

求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
审稿时长
9 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信