Statistical Analysis of County-Level Contributing Factors to Opioid-Related Overdose Deaths in the United States

被引：0

作者：

Kim, Haedong ^{[1
]}

Yang, Hui ^{[1
]}

机构：

[1] Penn State Univ, Complex Syst Monitoring Modeling & Control Lab, University Pk, PA 16802 USA

来源：

42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20 | 2020年

关键词：

Opioid Epidemic; Social Determinants; Demand-Side Analysis; County-Level Features;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

This paper examines county-level characteristic factors contributing to opioid-related overdose deaths in the United States. We categorized factors into three groups: demographic, socio-economic, and health care environmental group. These features were used as predictors to model the overdose deaths from all types of opioids including prescription (e.g., oxycodone and hydrocodone) and illicit opioids (e.g., heroin and fentanyl) to investigate general trend, as well as separate models for heroin and fentanyl. Multilevel mixed-effect regression was adopted to adequately model grouping effect across counties.

引用

页码：5860 / 5863

页数：4

共 50 条

[1] An Analysis of the Root Causes for Opioid-Related Overdose Deaths in the United States
Webster, Lynn R.
Cochella, Susan
Dasgupta, Nabarun
Fakata, Keri L.
Fine, Perry G.
Fishman, Scott M.
Grey, Todd
Johnson, Erin M.
Lee, Lewis K.
Passik, Steven D.
Peppin, John
Porucznik, Christina A.
Ray, Albert
Schnoll, Sidney H.
Stieg, Richard L.
Wakeland, Wayne
PAIN MEDICINE, 2011, 12 : S26 - S35
[2] County-level factors underlying opioid mortality in the United States
Langabeer, James R.
Chambers, Kimberly A.
Cardenas-Turanzas, Marylou
Champagne-Langabeer, Tiffany
SUBSTANCE ABUSE, 2022, 43 (01) : 76 - 82
[3] Estimating County-Level Overdose Rates Using Opioid-Related Twitter Data: Interdisciplinary Infodemiology Study
Cuomo, Raphael
Purushothaman, Vidya
Calac, Alec J.
McMann, Tiana
Li, Zhuoran
Mackey, Tim
JMIR FORMATIVE RESEARCH, 2023, 7
[4] State- and County-Level Geographic Variation in Opioid Use Disorder, Medication Treatment, and Opioid-Related Overdose Among Medicaid Enrollees
Lindner, Stephan R.
Hart, Kyle
Manibusan, Brynna
McCarty, Dennis
McConnell, John
JAMA HEALTH FORUM, 2023, 4 (06): : E231574
[5] County-Level Opioid Prescribing in the United States, 2015 and 2017
Guy, Gery P., Jr.
Zhang, Kun
Schieber, Lyna Z.
Young, Randall
Dowell, Deborah
JAMA INTERNAL MEDICINE, 2019, 179 (04) : 574 - 576
[6] Rates of Receiving Medication for Opioid Use Disorder and Opioid Overdose Deaths During the Early Synthetic Opioid Crisis: A County-level Analysis
Santaella-Tenorio, Julian
Rivera-Aguirre, Ariadne
Hepler, Staci A.
Kline, David M.
Cantor, Jonathan
Deyoreo, Maria
Martins, Silvia S.
Krawczyk, Noa
Cerda, Magdalena
EPIDEMIOLOGY, 2025, 36 (02) : 186 - 195
[7] Trends in opioid-related crime incidents and comparison with opioid overdose outcomes in the United States
Chen, Qiushi
Sterner, Glenn
Segel, Joel
Feng, Zixuan
INTERNATIONAL JOURNAL OF DRUG POLICY, 2022, 101
[8] Individual and County-Level Disparities in Drug and Opioid Overdose Mortality for Hispanic Men in Massachusetts and the Northeast United States
Cano, Manuel
Agan, Anna
Bandoian, Lisa
Larochelle, Lauren
SUBSTANCE USE & MISUSE, 2022, 57 (07) : 1131 - 1143
[9] Naloxone Access Laws and Opioid-Related Overdose Deaths in Youths
Toce, Michael S.
Monuteaux, Michael C.
Michelson, Kenneth A.
Hadland, Scott E.
Bourgeois, Florence T.
JAMA PEDIATRICS, 2024, 178 (12) : 1368 - 1370
[10] Opioid-Related Overdose Deaths in Maryland (2018), by Industry and Occupation
Frey, Jodi J.
Unick, George Jay
Phillips, Danielle R.
Imboden, Rachel
Mosby, Amanda
Ware, Orrin D.
Mitchell, Clifford S.
Cloeren, Marianne
JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL MEDICINE, 2024, 66 (06) : 495 - 500

← 1 2 3 4 5 →