Spatial Patterns of Delivery Hospitalizations with Opioid Use Disorder in Pennsylvania.

IF 1.8 4区 医学 Q3 PSYCHIATRY
Jessica Frankeberger, Marian Jarlenski, Elizabeth E Krans, Robert W S Coulter, Christina Mair
{"title":"Spatial Patterns of Delivery Hospitalizations with Opioid Use Disorder in Pennsylvania.","authors":"Jessica Frankeberger, Marian Jarlenski, Elizabeth E Krans, Robert W S Coulter, Christina Mair","doi":"10.1080/10826084.2025.2466219","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Opioid use disorder (OUD) in pregnancy has substantially increased throughout the drug overdose crisis, but little is known about how local community environments are associated with OUD in pregnancy. This study investigates spatial patterns and residential ZIP code-level factors associated with delivery hospitalizations with OUD in Pennsylvania and compares these patterns to those for all delivery hospitalizations and all OUD-related hospitalizations.</p><p><strong>Methods: </strong>ZIP code-level inpatient hospitalizations based on patients' residential ZIP codes in Pennsylvania were examined from 2016 to 2019. Using Bayesian hierarchical space-time conditional autoregressive models, we assessed the contributions of residential ZIP code-level factors to OUD delivery hospitalizations and compared these associations to those from models of all delivery hospitalizations and all OUD-related hospitalizations.</p><p><strong>Results: </strong>Significant spatial autocorrelation was identified for all three types of hospitalizations. Higher unemployment, greater population density, higher overall hospitalization rate, and presence of an OUD treatment facility were associated with greater OUD delivery hospitalizations in residential ZIP codes, while higher median household income and a greater proportion of the population who were non-Hispanic Black and Hispanic were associated with lower OUD delivery hospitalizations. Findings were similar to those for all OUD-related hospitalizations. The effect of ZIP code-level unemployment rate differed between all delivery hospitalizations and those with OUD, with a positive association with OUD deliveries and a negative association with all deliveries.</p><p><strong>Conclusions: </strong>Areas with worse economic conditions and greater population density are associated with OUD at delivery, similar to all OUD-related hospitalizations. Community OUD programs may consider simultaneously targeting OUD concerns in pregnancy.</p>","PeriodicalId":22088,"journal":{"name":"Substance Use & Misuse","volume":" ","pages":"1-9"},"PeriodicalIF":1.8000,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Substance Use & Misuse","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/10826084.2025.2466219","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PSYCHIATRY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Opioid use disorder (OUD) in pregnancy has substantially increased throughout the drug overdose crisis, but little is known about how local community environments are associated with OUD in pregnancy. This study investigates spatial patterns and residential ZIP code-level factors associated with delivery hospitalizations with OUD in Pennsylvania and compares these patterns to those for all delivery hospitalizations and all OUD-related hospitalizations.

Methods: ZIP code-level inpatient hospitalizations based on patients' residential ZIP codes in Pennsylvania were examined from 2016 to 2019. Using Bayesian hierarchical space-time conditional autoregressive models, we assessed the contributions of residential ZIP code-level factors to OUD delivery hospitalizations and compared these associations to those from models of all delivery hospitalizations and all OUD-related hospitalizations.

Results: Significant spatial autocorrelation was identified for all three types of hospitalizations. Higher unemployment, greater population density, higher overall hospitalization rate, and presence of an OUD treatment facility were associated with greater OUD delivery hospitalizations in residential ZIP codes, while higher median household income and a greater proportion of the population who were non-Hispanic Black and Hispanic were associated with lower OUD delivery hospitalizations. Findings were similar to those for all OUD-related hospitalizations. The effect of ZIP code-level unemployment rate differed between all delivery hospitalizations and those with OUD, with a positive association with OUD deliveries and a negative association with all deliveries.

Conclusions: Areas with worse economic conditions and greater population density are associated with OUD at delivery, similar to all OUD-related hospitalizations. Community OUD programs may consider simultaneously targeting OUD concerns in pregnancy.

求助全文
约1分钟内获得全文 求助全文
来源期刊
Substance Use & Misuse
Substance Use & Misuse 医学-精神病学
CiteScore
3.20
自引率
5.00%
发文量
200
审稿时长
3 months
期刊介绍: For over 50 years, Substance Use & Misuse (formerly The International Journal of the Addictions) has provided a unique international multidisciplinary venue for the exchange of original research, theories, policy analyses, and unresolved issues concerning substance use and misuse (licit and illicit drugs, alcohol, nicotine, and eating disorders). Guest editors for special issues devoted to single topics of current concern are invited. Topics covered include: Clinical trials and clinical research (treatment and prevention of substance misuse and related infectious diseases) Epidemiology of substance misuse and related infectious diseases Social pharmacology Meta-analyses and systematic reviews Translation of scientific findings to real world clinical and other settings Adolescent and student-focused research State of the art quantitative and qualitative research Policy analyses Negative results and intervention failures that are instructive Validity studies of instruments, scales, and tests that are generalizable Critiques and essays on unresolved issues Authors can choose to publish gold open access in this journal.
×
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