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Mixson LS, Zule W, Ruderman SA, Feinberg J, Stopka TJ, Sibley AL, Walters SM, Bobashev G, Cook R, Hochstatter KR, Fahey CA, Ouellet LJ, Fredericksen R, Cooper HLF, Young AM, Zibbell J, Khoury D, Friedmann PD, Miller WC, Korthuis PT, Westergaard RP, Whitney BM, Tsui JI, Crane HM, Delaney J. Prevalence and correlates of multiple injections per injection episode among people who inject drugs in rural U.S. communities. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2025; 143:104837. [PMID: 40449061 DOI: 10.1016/j.drugpo.2025.104837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 05/05/2025] [Accepted: 05/07/2025] [Indexed: 06/02/2025]
Abstract
BACKGROUND Multiple injections per injection episode (MIPIE) is increasingly common among people who inject drugs (PWID). While MIPIE may lower overdose risk, it could elevate infectious disease risk. This study examined the prevalence of MIPIE among rural PWID in the United States and its associations with injection behaviors associated with disease transmission (e.g., syringe mediated drug sharing, receptive supply sharing) and health outcomes (e.g., hepatitis C virus (HCV) status, naloxone possession, and overdose). METHODS The Rural Opioid Initiative includes eight research cohorts of rural people who use drugs from across the U.S., recruited from 01/2018 to 03/2020. MIPIE was dichotomized as any vs. none using the question: "How many times in the past 30 days did you inject more than one time in one sitting?" We employed a fixed effects meta-analytic approach to examine cross-sectional associations through adjusted regression analyses. RESULTS Among 2441 PWID, most reported MIPIE (71% [n=1729]). In adjusted analyses, MIPIE was associated with a higher prevalence of past 30-day receptive syringe sharing (Prevalence Ratio (PR)=2.02; 95% confidence interval (CI)=1.74-2.34), syringe-mediated drug sharing (PR=1.92; 95%CI=1.69-2.18), receptive supply sharing (PR=1.99; 95%CI=1.75-2.26), distributive supply sharing (PR=2.30; 95%CI=1.99-2.65), HCV (PR=1.26; 95%CI=1.11-1.44), naloxone possession (PR=1.32; 95%CI=1.17-1.50), overdose ever (PR=1.42; 95%CI=1.25-1.57), and overdose in the prior 90 days (PR=2.09; 95%CI=1.52-2.87). CONCLUSIONS MIPIE is a common practice among rural PWID and is associated with injection behaviors associated with disease transmission, HCV, and overdose. Intervention studies should develop harm reduction strategies that address both overdose prevention and infectious disease mitigation related to MIPIE.
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Affiliation(s)
- L Sarah Mixson
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, United States.
| | - William Zule
- RTI International, 3040 E. Cornwallis Road, PO Box 12194, Research Triangle Park, NC 2709-2194, United States
| | - Stephanie A Ruderman
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, United States
| | - Judith Feinberg
- Departments of Behavioral Medicine and Psychiatry & Medicine/Infectious Diseases, West Virginia University School of Medicine, 930 Chestnut Ridge Road, PO Box 9156, Morgantown, WV 26505, United States
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA, 02111, United States
| | - Adams L Sibley
- Department of Health Behavior, University of North Carolina-Chapel Hill, 363 Rosenau Hall CB# 7440, Chapel Hill, NC 27599, United States
| | - Suzan M Walters
- Center for Drug Use and HIV/HCV Research, New York University School of Global Public Health, New York, NY, United States
| | - Georgiy Bobashev
- RTI International, 3040 E. Cornwallis Road, PO Box 12194, Research Triangle Park, NC 2709-2194, United States
| | - Ryan Cook
- Department of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd. L475, Portland, OR 97239-3098, United States
| | - Karli R Hochstatter
- Friends Research Institute, Baltimore, MD, 21201, United States; Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI, United States
| | - Carolyn A Fahey
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, United States
| | - Lawrence J Ouellet
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois Chicago, Chicago, IL, United States
| | - Rob Fredericksen
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, United States
| | - Hannah L F Cooper
- Department of Behavioral, Social, and Health Education, Rollins School of Public Health, Emory University, Grace Crum Rollins Building 1518 Clifton Road, Atlanta, GA 30322, United States
| | - April M Young
- Department of Epidemiology, University of Kentucky, 760 Press Avenue Suite 280, Lexington, KY 40536, United States
| | - Jon Zibbell
- RTI International, 3040 E. Cornwallis Road, PO Box 12194, Research Triangle Park, NC 2709-2194, United States
| | - Dalia Khoury
- RTI International, 3040 E. Cornwallis Road, PO Box 12194, Research Triangle Park, NC 2709-2194, United States
| | - Peter D Friedmann
- Office of Research, UMass Chan Medical School - Baystate and Baystate Health, 3601 Main Street, 3rd Floor, Springfield, MA 01199, United States
| | - William C Miller
- Department of Epidemiology, University of North Carolina-Chapel Hill, 363 Rosenau Hall CB# 7440, Chapel Hill, NC 27599, United States
| | - P Todd Korthuis
- Department of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd. L475, Portland, OR 97239-3098, United States
| | - Ryan P Westergaard
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI, United States
| | - Bridget M Whitney
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, United States
| | - Judith I Tsui
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, United States
| | - Heidi M Crane
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, United States
| | - Joseph Delaney
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, United States
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2
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Serchen J, Johnson D, Cline K, Hilden D, Algase LF, Silberger JR, Watkins C. Improving Health and Health Care in Rural Communities: A Position Paper From the American College of Physicians. Ann Intern Med 2025; 178:701-704. [PMID: 40163886 DOI: 10.7326/annals-24-03577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/02/2025] Open
Abstract
Rural communities throughout the United States experience disparities in health and access to health care. Low population densities, isolating terrain, and vast geographic distances to other population centers create barriers to attracting and retaining physicians and other health professionals. The characteristics of rural communities also pose barriers to facilitating robust economic activity conducive to the production of health and the presence of health care facilities. As such, rural communities have faced high levels of hospital closures and "diseases of despair," such as opioid misuse and suicide. The heterogeneity of rural geographies and population characteristics produces unique and differing challenges across communities that require tailored policy interventions. Interventions that are culturally appropriate for rural communities must be adopted that address diseases and health conditions that impact rural populations and the related social and economic conditions that create and perpetuate these diseases and health conditions. Policymakers must invest in the economies, social services, and infrastructure of rural communities, especially those programs that provide health coverage and services to them. Ensuring access to telehealth is a critical component of expanding health care access. Medical education institutions and the medical community at large have a responsibility to equip physicians and physicians-in-training to care for rural communities and provide opportunities for trainees to practice in rural settings. These institutions must be supported through public policy that incentivizes the recruitment and retainment of a qualified physician workforce in rural communities.
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Affiliation(s)
- Josh Serchen
- American College of Physicians, Washington, DC (J.S., D.J., K.C.)
| | - Dejaih Johnson
- American College of Physicians, Washington, DC (J.S., D.J., K.C.)
| | - Katelan Cline
- American College of Physicians, Washington, DC (J.S., D.J., K.C.)
| | - David Hilden
- Hennepin Healthcare, Minneapolis, Minnesota (D.H.)
| | - Leslie F Algase
- University of Rochester School of Medicine and Dentistry, Honeoye Falls, New York (L.F.A.)
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Ahmed S, Nadir MA, Farooqi HA, Ashraf H, Azlan A, Hasan F, Ashraf M. Enhancing Hepatitis C Management: Mortality Trends and Disparities in the US by Sex, Age Group, Race/Ethnicity and Region (1999-2020). J Viral Hepat 2025; 32:e70011. [PMID: 40022589 DOI: 10.1111/jvh.70011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Revised: 01/24/2025] [Accepted: 02/06/2025] [Indexed: 03/03/2025]
Abstract
Hepatitis C virus (HCV) infection affects approximately 3.9 million people in the United States (U.S.), leading to 8000 to 10,000 deaths annually. Despite advancements in curative treatments since 2014, effective strategies targeting high-risk groups are crucial. This study examines HCV-related mortality trends from 1999 to 2020, focusing on demographic and regional disparities using the CDC WONDER database. A retrospective analysis was conducted using the CDC WONDER database. HCV-related deaths were identified using the International Classification of Diseases, Tenth Revision (ICD-10) codes B17.1 and B18.2. Mortality data were categorised by gender, age, race/ethnicity, region, place of death and urbanisation status. We calculated crude mortality rates (CRs) and age-adjusted mortality rates (AAMRs) per 100,000 population. Joinpoint regression analysis identified significant changes in mortality trends. A total of 324,008 HCV-related deaths were reported. The overall AAMR was 4.27 (95% Confidence Interval [CI]: 4.25 to 4.28). Mortality increased from 1999 to 2014 (1999 to 2007 Annual Percent Change [APC]: 5.00; 2007 to 2014 APC: 1.95) and declined sharply from 2014 to 2020 (APC: -7.11). Males exhibited higher mortality (AAMR: 6.28) than females (AAMR: 2.42). The 55-64 years age group had the highest CR (16.38), while non-Hispanic (NH) American Indians had the highest rate (AAMR: 8.72) among racial groups. Regionally, the South had the highest AAMR (5.80), nearly double that of the West (2.23) and Midwest (2.62). HCV-related mortality trends show significant demographic disparities and regional variations. Targeted interventions are essential to reduce HCV burden, particularly among vulnerable groups.
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Affiliation(s)
- Sophia Ahmed
- Department of Medicine, Allama Iqbal Medical College, Lahore, Pakistan
| | | | - Hanzala Ahmed Farooqi
- Department of Medicine, Islamic International Medical College, Riphah International University, Rawalpindi, Pakistan
| | - Hamza Ashraf
- Department of Medicine, Allama Iqbal Medical College, Lahore, Pakistan
| | - Ali Azlan
- Department of Medicine, Allama Iqbal Medical College, Lahore, Pakistan
| | - Fariha Hasan
- Cooper University Hospital, Camden, New Jersey, USA
| | - Mohammad Ashraf
- Wolfson School of Medicine, University of Glasgow, Glasgow, UK
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Park S. The Growth of Illicit Drug Use and Its Effects on Murder Rates. HEALTH ECONOMICS 2025; 34:456-471. [PMID: 39632399 PMCID: PMC11786932 DOI: 10.1002/hec.4919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 11/05/2024] [Accepted: 11/14/2024] [Indexed: 12/07/2024]
Abstract
After years of reductions in the rate of murder in the United States, the national murder rate has increased since 2015. The causes of this trend are generally unknown, though there is some evidence related to narcotic drugs. Arrests related to heroin and cocaine had been stable between 2010 and 2014 before a sudden increase in 2015. Likewise, the number of murders related to narcotic drugs has increased since 2013, with a jump in 2015. Increased rates of these crimes parallel recent dramatic growth in overdoses involving heroin. However, the causal relationship between the recent opioid crisis and the rise in murder rates is missing from the literature. I used OxyContin reformulation as an exogenous shock to illicit markets. OxyContin reformulation led some people who misused OxyContin to switch to illicit opioids. Previous work has shown that areas with higher rates of OxyContin misuse experienced faster growth in heroin overdoses post-reformulation. I tested whether this growth in illicit drug use caused an increase in crime. After reformulation, I find significantly greater relative increases in murder rates in states with high pre-reformulation rates of OxyContin misuse. The results support a causal link between the opioid epidemic and crime.
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Affiliation(s)
- Sujeong Park
- School of Public AffairsPenn State HarrisburgMiddletownPennsylvaniaUSA
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5
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Boswell EK, Hinds OM, Odahowski C, Crouch E, Hung P, Andrews CM. Rural-urban differences in substance use during pregnancy. J Rural Health 2025; 41:e70018. [PMID: 40128129 PMCID: PMC11932965 DOI: 10.1111/jrh.70018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 12/20/2024] [Accepted: 03/11/2025] [Indexed: 03/26/2025]
Abstract
PURPOSE Drug overdoses are now a leading cause of pregnancy-related deaths in the United States. Despite evidence of rural-urban disparities in substance use, there has not yet been a nationally representative examination of rural-urban differences in perinatal substance use. This study provides a comprehensive examination of rural-urban disparities in perinatal substance use. METHODS This study uses cross-sectional data to examine 3499 pregnant women from the 2015-2019 National Survey on Drug Use and Health (NSDUH). Rural (nonmetro)-urban (metro) differences in past-month tobacco use, alcohol use, binge drinking, illicit drug use, and marijuana use were examined using Rao-Scott chi-square tests and multivariable logistic regression using complex survey weights. FINDINGS In 2015-2019, past-month tobacco use varied geographically, as rural pregnant participants were more likely to have used tobacco than those in small and large urban areas (24.7% vs. 15.2% and 8.2%, respectively, p < 0.0001). After controlling for sociodemographic and health care needs, rural pregnant women were more likely to report tobacco use (adjusted odds ratio [aOR]: 2.32, 95% confidence interval [CI]: 1.66, 3.25) but were less likely to report alcohol use (aOR: 0.58, 95% CI: 0.34, 0.98) than their large urban counterparts. There were no rural-urban differences in the odds of binge drinking, illicit drug use, or marijuana-only use in the past month. CONCLUSIONS Geographic variations in perinatal substance use highlight the need for tailored interventions targeting substance use prevention during pregnancy, prioritizing tobacco in rural areas and alcohol in urban areas.
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Affiliation(s)
- Emma Kathryn Boswell
- University of South Carolina Rural Health Research Center, Arnold School of Public HealthUniversity of South CarolinaColumbiaSouth CarolinaUSA
| | - Olivia M. Hinds
- Department of Health Services Policy and Management, Arnold School of Public HealthUniversity of South CarolinaColumbiaSouth CarolinaUSA
| | - Cassie Odahowski
- University of South Carolina Rural Health Research Center, Arnold School of Public HealthUniversity of South CarolinaColumbiaSouth CarolinaUSA
| | - Elizabeth Crouch
- University of South Carolina Rural Health Research Center, Arnold School of Public HealthUniversity of South CarolinaColumbiaSouth CarolinaUSA
| | - Peiyin Hung
- University of South Carolina Rural Health Research Center, Arnold School of Public HealthUniversity of South CarolinaColumbiaSouth CarolinaUSA
| | - Christina M. Andrews
- Department of Health Services Policy and Management, Arnold School of Public HealthUniversity of South CarolinaColumbiaSouth CarolinaUSA
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6
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Stein BD, Sheng F, Taylor EA, Davis CS, Griffin BA, Sorbero M, Dick AW. The association of state policies and opioid analgesic amount dispensed from retail pharmacies. Drug Alcohol Depend 2025; 267:112533. [PMID: 39823664 DOI: 10.1016/j.drugalcdep.2024.112533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Revised: 12/09/2024] [Accepted: 12/16/2024] [Indexed: 01/19/2025]
Abstract
IMPORTANCE States have implemented multiple policies likely to influence opioid prescribing; few national general population studies examine those policies' effects on per-capita opioid morphine milligram equivalents (MME) dispensed. OBJECTIVE To examine state policies' effects on opioids per-capita MMEs dispensed at retail pharmacies. DESIGN A longitudinal study of associations between MME per capita and implementation of policy interventions at different times across states. SETTING United States, 2006-2018 PATIENTS: Data representing approximately 90 % of prescriptions filled at retail pharmacies in the United States. INTERVENTIONS States implementing (1) Pain management clinic laws, (2) operational Prescription Drug Monitoring Programs (PDMP), (3) mandatory PDMP use, (4) required continuing medical education for opioid prescribers, (5) medical cannabis dispensary laws, and (6) initial prescription duration limit laws. MAIN OUTCOMES AND MEASUREMENTS Monthly county-level opioid MME per-capita. RESULTS Pain management clinic policies' effects were modest, not significantly associated with MME per-capita in the year following implementation, but negatively associated in subsequent years. Operational PDMP policies were negatively associated with MME per-capita in all five years following implementation. We found no evidence of significant effects of mandatory PDMP requirements, mandatory continuing medical education policies, or medical cannabis dispensary policies in any of the five years following policy implementation. Initial prescription duration limits were associated with increased per-capita MME dispensed in years 3-5 following implementation. CONCLUSIONS AND RELEVANCE Several state policies are associated with reductions in the total amount of opioid analgesic dispensed. Additional research should examine the policies' effects on clinical outcomes in both general and high-risk populations.
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Affiliation(s)
| | | | | | - Corey S Davis
- Network for Public Health Law, Los Angeles, CA, United States.
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7
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Quaye A, DiPalazzo J, Kostka K, Richard JM, Beers-Mulroy B, Peck M, Krulee R, Zhang Y. Identifying factors associated with persistent opioid use after total joint arthroplasty: a retrospective review. PAIN MEDICINE (MALDEN, MASS.) 2025; 26:53-62. [PMID: 39565915 PMCID: PMC11789782 DOI: 10.1093/pm/pnae120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 09/05/2024] [Accepted: 10/31/2024] [Indexed: 11/22/2024]
Abstract
OBJECTIVE To identify predictors of persistent opioid use in opioid-naïve individuals undergoing total joint arthroplasty. DESIGN Retrospective cohort study. SETTING Maine Health System. SUBJECTS Opioid-naïve patients who underwent at least one total joint arthroplasty (knee, hip, or shoulder) between 2015 and 2020. METHODS Least Absolute Shrinkage and Selection Operator (LASSO) logistic regression was used to create a predictive model for persistent opioid use after surgery from a US Electronic Health Record dataset in the Observational Medical Outcomes Partnership Common Data Model format. 75% of the data was used to build the LASSO model using 10-fold cross-validation and 25% of the data was used to determine the optimal probability threshold for predicting the binary outcome. RESULTS Out of 6432 patients, 12.3% (792) were identified as having persistent opioid use across combined total joint arthroplasties defined as at least one opioid prescription between 90 days and 1 year after surgery. Patients with persistent opioid use were more likely to be current smokers (OR 1.65), use antidepressants (OR 1.76), or have a diagnosis of post-traumatic stress disorder (OR 2.07) or a substance-related disorder (OR 1.69). Other factors associated with persistent opioid use included back pain (OR 1.43), dementia (OR 1.65), and body mass index over 40 (OR 2.50). The probability of persistent opioid use was not associated with age, sex, or ethnicity. CONCLUSIONS This predictive model for persistent opioid use after total joint arthroplasty shows promise as an evidence-based, validated, and standardized tool for identifying high-risk patients before surgery in order to target strategies and interventions to reduce the reliance on opioids for postoperative pain control.
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Affiliation(s)
- Aurora Quaye
- Department of Anesthesiology and Perioperative Medicine, Maine Medical Center, Portland, ME 04102, United States
- Spectrum Healthcare Partners, Portland, ME 04106, United States
- Tufts University School of Medicine, Boston, MA 02111, United States
| | - John DiPalazzo
- Center for Interdisciplinary Population & Health Research, Maine Health Institute for Research, Scarborough, ME 04074, United States
| | - Kristin Kostka
- OHDSI Center at the Roux Institute, Northeastern University, Portland, ME 04101, United States
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, United Kingdom
| | - Janelle M Richard
- Department of Anesthesiology and Perioperative Medicine, Maine Medical Center, Portland, ME 04102, United States
| | - Blaire Beers-Mulroy
- Department of Anesthesiology and Perioperative Medicine, Maine Medical Center, Portland, ME 04102, United States
| | - Meredith Peck
- Department of Anesthesiology and Perioperative Medicine, Maine Medical Center, Portland, ME 04102, United States
| | - Robert Krulee
- University of New England College of Osteopathic Medicine, Portland, ME 04103, United States
| | - Yi Zhang
- Department of Anesthesia, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, MA 02114, United States
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8
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Bunting AM, Oser CB, Booty M, Knudsen HK, Batty E, Staton M. Social Network Barriers to Extended-Release Naltrexone Within Rural Appalachia: Perspectives from Justice-Involved Clients and Clinicians. Subst Use Misuse 2025; 60:758-765. [PMID: 39810404 PMCID: PMC11870797 DOI: 10.1080/10826084.2024.2447430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2025]
Abstract
BACKGROUND Extended-release naltrexone (XR-NTX, Vivitrol®) is an effective, but underutilized, evidence-based treatment for people with opioid use disorder (POUD) who are incarcerated. Networks of family, friends, and clinicians serve as social influencers of health behaviors, including XR-NTX initiation, and are especially salient in Appalachia. OBJECTIVES Using a triangulation of perspectives, this study examined concordance between the social network themes that emerged from qualitative interviews with clinicians and POUD social network findings. METHODS Audio-recorded qualitative interviews were conducted with all clinicians (n = 15) providing assessments and community-based treatment linkages to justice-involved POUDs in Kentucky's Appalachian counties. Two independent coders coded the transcribed interviews. Social network data were collected from POUDs who completed prison-based treatment programs and were recently released from prison (n = 52). RESULTS Three themes related to POUDs' social network barriers of XR-NTX emerged from the clinician interviews: (1) networks with limited knowledge of XR-NTX, (2) homophily in networks, and (3) limited support networks. From the perspective of the POUD, knowledge of XR-NTX was nonexistent within their networks, aligning with the clinician theme. Homophily was prevalent in some attributes (e.g., employment), but only 31.8% of POUD networks had used drugs, providing mixed support for this theme. In concordance with clinicians, POUDs received high levels of emotional support, but lacked instrumental, financial, and treatment support from networks. CONCLUSIONS The network characteristics of Appalachian POUDs recently released from prison create challenges associated with recovery, which may be addressed through network and educational interventions.
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Affiliation(s)
- Amanda M Bunting
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, USA
| | - Carrie B Oser
- Department of Sociology, University of Kentucky, Lexington, Kentucky, US
- Center on Drug & Alcohol Research, University of Kentucky, Lexington, KY, US
- Center for Health Equity Transformation, University of Kentucky, Lexington, KY, US
| | - Marisa Booty
- Department of Sociology, University of Kentucky, Lexington, Kentucky, US
| | - Hannah K Knudsen
- Center on Drug & Alcohol Research, University of Kentucky, Lexington, KY, US
- Department of Behavioral Science, University of Kentucky, Lexington, KY, US
| | - Evan Batty
- Department of Sociology, University of Kentucky, Lexington, Kentucky, US
- Center on Drug & Alcohol Research, University of Kentucky, Lexington, KY, US
| | - Michele Staton
- Center on Drug & Alcohol Research, University of Kentucky, Lexington, KY, US
- Department of Behavioral Science, University of Kentucky, Lexington, KY, US
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9
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Lawrence R, Versteeg E, Pike A, Etchegary H, Hall A. Barriers and enablers to opioid deprescription: A qualitative study. PLoS One 2025; 20:e0316730. [PMID: 39774463 PMCID: PMC11706500 DOI: 10.1371/journal.pone.0316730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 12/16/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Canada has the fourth highest per capita rate of opioid prescriptions in the world, contributing to the country's opioid crisis. Due to both their pain-relieving and euphoric properties, opioids can be highly addictive, leading to potential overdose and death. Deprescription is an endorsed and organized method of discontinuing a drug but very little is known about the barriers that Canadian physicians face when attempting to deprescribe opioids, particularly those who practice in rural areas (which have some of the highest rates of opioid users). METHODS This was an explorative, qualitative study describing rural family doctors' experiences and practices regarding opioid deprescription in primary care. A convenience sample of family doctors who had experience working with patients taking opioid medications was recruited from the professional networks of study team members. After consenting to participate, data was collected using semi-structured telephone interviews and analyzed by researchers experienced in applying the Theoretical Domains Framework to assess barriers and enablers of behavior change. PRINCIPAL FINDINGS 10 physicians participated in this study. Our analysis revealed four barriers and five enablers related to opioid deprescription in rural primary care. Barriers include a lack of knowledge and skills related to deprescribing, discomfort initiating deprescription, patient pressure to continue prescribing opioids, and a lack of foundational support required to deprescribe. Enablers include working with colleagues who share common views on overuse of opioids and deprescription; access to other healthcare providers, community-based resources, and clinical tools; using a systematic approach to deprescription; previous experience successfully deprescribing opioids; and practicing in a rural setting. CONCLUSIONS Opioid dependence and over-prescription continue to be a problem for our health system. Deprescription is necessary but challenging for family physicians. Rural physicians are keenly aware of the importance of preserving the physician-patient therapeutic relationship and open and clear communication about opioid medications and deprescription but feel unprepared to manage this in the face of difficult issues surrounding deprescription. They also feel unprepared to deal with deprescription effectively without access to other resources, healthcare professionals, patient education materials and time. Rural physicians would benefit most from added foundational supports for deprescription.
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Affiliation(s)
- Rebecca Lawrence
- Primary Healthcare Research Unit, Memorial University, St. John’s, Newfoundland and Labrador, Canada
| | | | - Andrea Pike
- Primary Healthcare Research Unit, Memorial University, St. John’s, Newfoundland and Labrador, Canada
| | - Holly Etchegary
- Division of Community Health and Humanities, Memorial University, St. John’s, Newfoundland and Labrador, Canada
| | - Amanda Hall
- Primary Healthcare Research Unit, Memorial University, St. John’s, Newfoundland and Labrador, Canada
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Lancaster KE, Estadt AT, Enderle MN, Korthuis TP, Young AM. "I'm tired of seeing my friends die": Barriers and facilitators to participating in clinical trials among rural people who use drugs in the United States. J Rural Health 2025; 41:e70009. [PMID: 40045014 DOI: 10.1111/jrh.70009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Accepted: 02/19/2025] [Indexed: 05/13/2025]
Abstract
PURPOSE Participation in clinical trials among people who use drugs (PWUD) in rural areas remains disproportionately low compared to those in urban communities. Our objective was to describe the barriers and facilitators to clinical trial participation among this understudied and underserved population. METHODS We conducted semi-structured in-depth interviews among rural PWUD in Kentucky, Ohio, and Oregon. Using the Ickovics and Meisler framework, we classified factors associated with participation in clinical trials among rural PWUD into five categories: the individual, trial and intervention characteristics, participant-trial staff relationship, clinical trial setting, and features of the disease. We used inductive qualitative analysis methods to identify salient themes. FINDINGS Thirty-five rural participants (median age: 39, 51% men) completed in-depth interviews. Facilitators for rural clinical trial participation were mainly situated within the individual, trial and intervention characteristics, and clinical trial setting. Individual characteristics, such as altruistic motivations to help their communities and peers, as well as trial and intervention characteristics like visit reminders and resource assistance, were the most frequently noted facilitators of clinical trial participation. In contrast, participation barriers were mainly related to participant-trial staff relationships and disease features. Judgmental and untrustworthy trial staff, along with involvement in the criminal legal system, were obstacles to clinical trial participation. CONCLUSIONS Individual, intrapersonal, and logistical factors described by rural PWUD must be addressed to enhance the participation and retention of this population in clinical trials. Successful clinical trial participation may contribute to equitable access to essential health services by PWUD in rural communities.
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Affiliation(s)
- Kathryn E Lancaster
- Department of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Angela T Estadt
- Division of Epidemiology, College of Public Health, Ohio State University, Columbus, Ohio, USA
| | - Madison N Enderle
- Department of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Todd P Korthuis
- Department of Medicine, Section of Addiction Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - April M Young
- Department of Epidemiology and Environmental Health, College of Public Health, University of Kentucky, Lexington, Kentucky, USA
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11
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Bradley M, Grossman D, Simonsson O, Copes H, Hendricks PS. Rural-urban divide in risk perception of LSD: Implications for psychedelic-assisted therapy. J Rural Health 2025; 41:e12906. [PMID: 39731315 DOI: 10.1111/jrh.12906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 11/19/2024] [Accepted: 12/04/2024] [Indexed: 12/29/2024]
Abstract
BACKGROUND Recent legislative initiatives in the United States have focused on the medical and legal status of psychedelics, prompting interest in understanding public perceptions of their risks. This study investigates rural-urban differences in the perception of LSD and cannabis risks using national survey data. METHODS Data from the National Survey of Drug Use and Health (NSDUH) between 2015 and 2021 were analyzed. Logistic regression models were used to compare risk perceptions of LSD and cannabis between rural and urban respondents, adjusting for relevant factors. RESULTS Rural residents were 1.2 to 1.4 times more likely to perceive using LSD once or twice as of great risk compared to urban residents during the survey period. However, the perception of monthly cannabis use as having great risk was slightly higher among rural residents only until 2019, with no significant differences observed in 2020 and 2021. CONCLUSION The study highlights a significant rural-urban divide in the perception of LSD risk, which could impact policymaking on psychedelic therapies. Understanding these differences is crucial for developing effective and equitable policies regarding psychedelic substances and treatments.
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Affiliation(s)
- Melissa Bradley
- Drug Use & Behavior Lab, Department of Health Behavior, School of Public Health, University of Alabama at Birmingham, Birmingham, USA
| | - Daniel Grossman
- Drug Use & Behavior Lab, Department of Health Behavior, School of Public Health, University of Alabama at Birmingham, Birmingham, USA
| | - Otto Simonsson
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Heith Copes
- J. Frank Barefield, Jr. Department of Criminal Justice, College of Arts and Sciences, University of Alabama at Birmingham, Birmingham, USA
| | - Peter S Hendricks
- Drug Use & Behavior Lab, Department of Health Behavior, School of Public Health, University of Alabama at Birmingham, Birmingham, USA
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12
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LaRowe LR, Hardin HK, Goetzinger AM, Fox KR, Kilpatrick R, Seng EK, Figueroa R. POSITION STATEMENT: Support policies to address opioid use disorder among rural communities. J Rural Health 2025; 41:e12899. [PMID: 39731348 DOI: 10.1111/jrh.12899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Accepted: 10/28/2024] [Indexed: 12/29/2024]
Affiliation(s)
- Lisa R LaRowe
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Heather K Hardin
- Indiana University School of Nursing, Indianapolis, Indiana, USA
| | - Amy M Goetzinger
- University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Kristen R Fox
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, Ohio, USA
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13
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Piatkowski T, de Andrade D, Kill E, Hawgood J, Kõlves K. It's Risky Out Where We Are: Exploring Intersectional Factors of Intentional Overdose Among People Who Use Drugs in Regional Queensland, Australia. Arch Suicide Res 2024:1-15. [PMID: 39639556 DOI: 10.1080/13811118.2024.2435549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
OBJECTIVE Globally, drug-related deaths impact both urban and non-urban areas. In Australia, regional areas face a concerning rise in drug-induced fatalities and suicides, exacerbated by structural factors like limited services and stigma. We sought to explore the experiences of people who use drugs (PWUDs) in regional Queensland to understand the structural vulnerabilities influencing drug-induced deaths. METHODS The sample comprised 19 PWUDs from regional Queensland, Australia who had experienced overdose. Semi-structured interviews explored participants' overdose experiences and contributing factors, focusing on regionality. Iterative coding was used to develop thematic categories. RESULTS Participants highlighted the complex interplay of trauma, coping and drug use influencing overdose dynamics. Regional challenges, including limited access to support services, exacerbate risks for PWUDs. Structural inequalities perpetuate cycles of harm, with rural areas disproportionately affected. Participants emphasized the need for systemic changes to facilitate effective suicide prevention efforts, advocating for enhanced service engagement and legislative reforms. CONCLUSIONS These findings challenge systemic factors such as stigma and healthcare accessibility, which appear to be driving drug-related harm. Based on the findings, recommendations are made for systemic change, represented by comprehensive, community-driven interventions to address structural inequalities, and improve access to support services.
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14
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Stone KW, Chesak GM, Bowman AS, Ayalon M, Chafin C. A cross-sectional study of stigma towards opioid users among rural law enforcement and community members in tennessee. Harm Reduct J 2024; 21:195. [PMID: 39522042 PMCID: PMC11549791 DOI: 10.1186/s12954-024-01114-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 10/30/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND The U.S. opioid crisis, resulting in nearly 500,000 deaths from 1999 to 2019, has been exacerbated by persistent stigma, which hinders treatment and recovery efforts. This stigma, whether structural, social, or self-imposed, challenges overdose prevention and recovery. Our study aimed to assess and compare levels of stigma towards opioid users among rural law enforcement officers (LEOs) and community members in Tennessee, highlighting rural community-level attitudes. METHODS Methods involved surveying two groups: LEOs (N=48) and community members (N=393). Utilizing a Likert Scale based on prior research, the survey probed attitudes toward drug use across four stigma domains: dangerousness, blame, social distancing, and fatalism. Analysis employed standardized scoring and ANOVA for evaluating stigma differences by participant characteristics. RESULTS LEOs (75%) and community members (51.7%) predominantly identify drug users as white, with varied perceptions regarding socioeconomic status and employment. Despite similar perceptions, normalized stigma scores revealed statistical differences between groups across stigma domains. ANOVA found no significant impact of participant type or gender on stigma levels, though race/ethnicity and its interaction with gender suggested potential influences on overall stigma score. CONCLUSIONS Both LEOs and community members in rural Tennessee hold measurable stigma against opioid users, spanning dangerousness, blame, social distancing, and fatalism domains. These insights highlight the need for further research into both professional and public attitudes toward individuals with opioid or other substance use disorders within shared communities. This research should aim to develop specific stigma-reducing interventions that target both providers and community members.
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Affiliation(s)
- Kahler W Stone
- Health and Human Performance, Middle Tennessee State University, 1301 E. Main Street Box 96, Murfreesboro, TN, 37132, USA.
| | - Gabrielle M Chesak
- Health and Human Performance, Middle Tennessee State University, 1301 E. Main Street Box 96, Murfreesboro, TN, 37132, USA
| | - Angela S Bowman
- Health and Human Performance, Middle Tennessee State University, 1301 E. Main Street Box 96, Murfreesboro, TN, 37132, USA
| | - Michael Ayalon
- Center for Health and Human Services, Middle Tennessee State University, 1114 East Lytle Street Box 99, Murfreesboro, TN, 37132, USA
| | - Cynthia Chafin
- Center for Health and Human Services, Middle Tennessee State University, 1114 East Lytle Street Box 99, Murfreesboro, TN, 37132, USA
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15
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Seliski N, Madsen T, Eley S, Colosimo J, Engar T, Gordon A, Barnett C, Humiston G, Morsillo T, Stolebarger L, Smid MC, Cochran G. Implementation of a rural emergency department-initiated buprenorphine program in the mountain west: a study protocol. Addict Sci Clin Pract 2024; 19:63. [PMID: 39228007 PMCID: PMC11369999 DOI: 10.1186/s13722-024-00496-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 08/19/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND Opioid related overdose morbidity and mortality continue to significantly impact rural communities. Nationwide, emergency departments (EDs) have seen an increase in opioid use disorder (OUD)-related visits compared to other substance use disorders (SUD). ED-initiated buprenorphine is associated with increased treatment engagement at 30 days. However, few studies assess rural ED-initiated buprenorphine implementation, which has unique implementation barriers. This protocol outlines the rationale and methods of a rural ED-initiated buprenorphine program implementation study. METHODS This is a two-year longitudinal implementation design with repeated qualitative and quantitative measures of an ED-initiated buprenorphine program in the rural Mountain West. The Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework outlines intervention assessments. The primary outcome is implementation measured by ED-initiated buprenorphine protocol core components. Reach, adoption, and maintenance are secondary outcomes. External facilitators from an academic institution with addiction medicine and prior program implementation expertise partnered with community hospital internal facilitators to form an implementation team. External facilitators provide ongoing support, recommendations, education, and academic detailing. The implementation team designed and implemented the rural ED-initiated buprenorphine program. The program includes OUD screening, low-threshold buprenorphine initiation, naloxone distribution and administration training, and patient navigator incorporation to provide warm hand off referrals for outpatient OUD management. To address rural based implementation barriers, we organized implementation strategies based on Expert Recommendations for Implementing Change (ERIC). Implementation strategies include ED workflow redesign, local needs assessments, ED staff education, hospital leadership and clinical champion involvement, as well as patient and community resources engagement. DISCUSSION Most ED-initiated buprenorphine implementation studies have been conducted in urban settings, with few involving rural areas and none have been done in the rural Mountain West. Rural EDs face unique barriers, but tailored implementation strategies with external facilitation support may help address these. This protocol could help identify effective rural ED-initiated buprenorphine implementation strategies to integrate more accessible OUD treatment within rural communities to prevent further morbidity and mortality. TRIAL REGISTRATION ClinicalTrials.gov National Clinical Trials, NCT06087991. Registered 11 October 2023 - Retrospectively registered, https://clinicaltrials.gov/study/NCT06087991 .
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Affiliation(s)
- Natasha Seliski
- Department of Family and Preventive Medicine, University of Utah School of Medicine, 375 Chipeta Way Suite A, Salt Lake City, UT, 84108, USA.
| | - Troy Madsen
- Department of Emergency Medicine, University of Utah School of Medicine, 50 N. Medical Drive, Salt Lake City, UT, 84132, USA
- Wound Care and Hyperbaric Medicine, St. Mark's Hospital, 1200 East 3900 South #G175, Salt Lake City, UT, 8412, USA
| | - Savannah Eley
- Castleview Hospital, 300 N Hospital Drive, Price, UT, 84501, USA
| | | | - Travis Engar
- Castleview Hospital, 300 N Hospital Drive, Price, UT, 84501, USA
| | - Adam Gordon
- Clinical Care, Knowledge, and Advocacy, Department of Internal Medicine, Program for Addiction Research, University of Utah School of Medicine, 30 North Mario Capecchi Drive, 3rd Floor North, Salt Lake City, UT, 84112, USA
- Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, 295 Chipeta Way, Salt Lake City, UT, 84108, USA
| | | | - Grace Humiston
- Clinical Care, Knowledge, and Advocacy, Department of Internal Medicine, Program for Addiction Research, University of Utah School of Medicine, 30 North Mario Capecchi Drive, 3rd Floor North, Salt Lake City, UT, 84112, USA
| | - Taylor Morsillo
- Utah Department of Health and Human Services, 195 North, West, Salt Lake City, UT, 1950, 84116, USA
| | - Laura Stolebarger
- Clinical Care, Knowledge, and Advocacy, Department of Internal Medicine, Program for Addiction Research, University of Utah School of Medicine, 30 North Mario Capecchi Drive, 3rd Floor North, Salt Lake City, UT, 84112, USA
| | - Marcela C Smid
- Department of Obstetrics and Gynecology, Division of Maternal Fetal Medicine, School of Medicine, University of Utah Health, 30 North 1900 East #2B200, Salt Lake City, UT, 84132, USA
| | - Gerald Cochran
- Clinical Care, Knowledge, and Advocacy, Department of Internal Medicine, Program for Addiction Research, University of Utah School of Medicine, 30 North Mario Capecchi Drive, 3rd Floor North, Salt Lake City, UT, 84112, USA
- Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, 295 Chipeta Way, Salt Lake City, UT, 84108, USA
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16
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Sun F, Zimmer Z, Brouard N. Rural-urban residence and life expectancies with and without pain. Health Place 2024; 89:103305. [PMID: 38968815 PMCID: PMC11402582 DOI: 10.1016/j.healthplace.2024.103305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Revised: 05/18/2024] [Accepted: 06/21/2024] [Indexed: 07/07/2024]
Abstract
This paper analyzes rural-urban disparities in life expectancy with and without pain among upper-middle age and older adults. Data are from the nationally representative Health and Retirement Study, 2000-2018, N = 18,160, age 53+. Interpolated Markov Chain software, based on the multistate life tables, is used to calculate absolute and relative pain expectancies by age, sex, rural-suburban-urban residence and U.S. regions. Results show significant rural disadvantages versus those in urban and often suburban areas. Example: males at 55 in rural areas can expect to live 15.1 years, or 65.2 percent pain-free life, while those in suburban areas expect to live 1.7 more years, or 2.6 percentage points more, pain-free life and urban residents expect to live 2.4 more year, or 4.7 percentage points more. The rural disadvantage persists for females, with differences being a little less prominent. At very old age (85+), rural-urban differences diminish or reverse. Rural-urban pain disparities are most pronounced in the Northeast and South regions, and least in the Midwest and West. The findings highlight that rural-urban is an important dimension shaping the geography of pain. More research is needed to disentangle the mechanisms through which residential environments impact people's pain experiences.
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Affiliation(s)
- Feinuo Sun
- Department of Kinesiology, University of Texas at Arlington, Arlington, TX, United States.
| | - Zachary Zimmer
- Global Aging and Community Initiative, Mount Saint Vincent University, Halifax, Nova Scotia, Canada
| | - Nicolas Brouard
- Department of Mortality Health and Epidemiology, French Institute for Demographic Studies, Paris, France
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17
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Totten AM, Womack DM, Griffin JC, McDonagh MS, Davis-O'Reilly C, Blazina I, Grusing S, Elder N. Telehealth-guided provider-to-provider communication to improve rural health: A systematic review. J Telemed Telecare 2024; 30:1209-1229. [PMID: 36567431 PMCID: PMC11389081 DOI: 10.1177/1357633x221139892] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
INTRODUCTION Telehealth may address healthcare disparities for rural populations. This systematic review assesses the use, effectiveness, and implementation of telehealth-supported provider-to-provider collaboration to improve rural healthcare. METHODS We searched Ovid MEDLINE®, CINAHL®, EMBASE, and Cochrane CENTRAL from 1 January 2010 to 12 October 2021 for trials and observational studies of rural provider-to-provider telehealth. Abstracts and full text were dual-reviewed. We assessed the risk of bias for individual studies and strength of evidence for studies with similar outcomes. RESULTS Seven studies of rural uptake of provider-to-provider telehealth documented increases over time but variability across geographic regions. In 97 effectiveness studies, outcomes were similar with rural provider-to-provider telehealth versus without for inpatient consultations, neonatal care, outpatient depression and diabetes, and emergency care. Better or similar results were reported for changes in rural clinician behavior, knowledge, confidence, and self-efficacy. Evidence was insufficient for other clinical uses and outcomes. Sixty-seven (67) evaluation and qualitative studies identified barriers and facilitators to implementing rural provider-to-provider telehealth. Success was linked to well-functioning technology, sufficient resources, and adequate payment. Barriers included lack of understanding of rural context and resources. Methodologic weaknesses of studies included less rigorous study designs and small samples. DISCUSSION Rural provider-to-provider telehealth produces similar or better results versus care without telehealth. Barriers to rural provider-to-provider telehealth implementation are common to practice change but include some specific to rural adaptation and adoption. Evidence gaps are partially due to studies that do not address differences in the groups compared or do not include sufficient sample sizes.
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Affiliation(s)
| | - Dana M Womack
- Oregon Health & Science University, Portland, OR, USA
| | | | | | | | - Ian Blazina
- Oregon Health & Science University, Portland, OR, USA
| | - Sara Grusing
- Oregon Health & Science University, Portland, OR, USA
| | - Nancy Elder
- Oregon Health & Science University, Portland, OR, USA
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18
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Pusnik A, Hartzler B, Vjorn O, Rutkowski BA, Chaple M, Becker S, Freese T, Nichols M, Molfenter T. Comparison of Use Rates of Telehealth Services for Substance Use Disorder During and Following COVID-19 Safety Distancing Recommendations: Two Cross-Sectional Surveys. JMIR Ment Health 2024; 11:e52363. [PMID: 39136186 PMCID: PMC11331268 DOI: 10.2196/52363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 05/29/2024] [Accepted: 06/07/2024] [Indexed: 08/21/2024] Open
Abstract
Background The COVID-19 social distancing guidelines resulted in a dramatic transition to telephone and video technologies to deliver substance use disorder (SUD) treatment. Before COVID-19, the question was "Will telehealth ever take hold for SUD services?" Now that social distancing guidelines have been lifted, the question is "Will telehealth remain a commonly used care modality?" Objective The principal purpose of this investigation was to examine the extent to which telehealth use in SUD service settings persisted following the lifting of COVID-19 safety distancing recommendations. Additionally, the study aimed to explore practitioners' perceptions of telehealth convenience and value after its regular implementation during the pandemic. Specifically, the goal of this study was to compare telehealth activity between time intervals: May-August 2020 (during peak COVID-19 safety distancing recommendations) and October-December 2022 (following discontinuation of distancing recommendations). Specifically, we compared (1) telehealth technologies and services, (2) perceived usefulness of telehealth, (3) ease of use of telephone- and video-based telehealth services, and (4) organizational readiness to use telehealth. Methods An online cross-sectional survey consisting of 108 items was conducted to measure the use of telehealth technologies for delivering a specific set of SUD services in the United States and to explore the perceived readiness for use and satisfaction with telephonic and video services. The survey took approximately 25-35 minutes to complete and used the same 3 sets of questions and 2 theory-driven scales as in a previous cross-sectional survey conducted in 2020. Six of 10 Regional Addiction Technology Transfer Centers funded by the Substance Abuse and Mental Health Services Administration distributed the survey in their respective regions, collectively spanning 37 states. Responses of administrators and clinicians (hereafter referred to as staff) from this 2022 survey were compared to those obtained in the 2020 survey. Responses in 2020 and 2022 were anonymous and comprised two separate samples; therefore, an accurate longitudinal model could not be analyzed. Results A total of 375 staff responded to the 2022 survey (vs 457 in 2020). Baseline organizational characteristics of the 2022 sample were similar to those of the 2020 sample. Phone and video telehealth utilization rates remained greater than 50% in 2022 for screening and assessment, case management, peer recovery support services, and regular outpatient services. The perceived usefulness of phone-based telehealth was higher in 2022 than in 2020 (mean difference [MD] -0.23; P=.002), but not for video-based telehealth (MD -0.12; P=.13). Ease of use of video-based telehealth was perceived as higher in 2022 than in 2020 (MD-0.35; P<.001), but no difference was found for phone-based telehealth (MD -0.12; P=.11). From the staff's perspective, patients had greater readiness for using telehealth via phone than video, but the staff perceived their personal and organizational readiness for using telehealth as greater for video-based than for phone-based telehealth. Conclusions Despite lower telephone and video use in 2022 for telehealth services than in 2020, both modalities continue to be perceived positively. Future research may further determine the relative cost and clinical effectiveness of video-based services and thereby help to address some sources of the noted challenges to implementation by SUD organizations.
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Affiliation(s)
- Adrijana Pusnik
- Center for Health Enhancement Systems Studies (CHESS), Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, United States
| | - Bryan Hartzler
- Addictions, Drug & Alcohol Institute, Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, United States
| | - Olivia Vjorn
- Center for Health Enhancement Systems Studies (CHESS), Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, United States
| | - Beth A Rutkowski
- Integrated Substance Use and Addiction Programs, Division of Addiction Psychiatry, University of California, Los Angeles, Los Angeles, CA, United States
| | - Michael Chaple
- New York State Psychiatric Institute, Division of Substance Use Disorders, Columbia University Irving Medical Center, New York City, NY, United States
| | - Sara Becker
- Center for Dissemination and Implementation Science, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Thomas Freese
- Integrated Substance Use and Addiction Programs, Division of Addiction Psychiatry, University of California, Los Angeles, Los Angeles, CA, United States
| | - Maureen Nichols
- Addiction Research Institute, Steve Hicks School of Social Work, University of Texas at Austin, Austin, TX, United States
| | - Todd Molfenter
- Center for Health Enhancement Systems Studies (CHESS), Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, United States
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Rouhani S, Luo L, Byregowda H, Weaver N, Park JN. Epidemiology of drug arrests in the United States: Evidence from the national survey on drug use and health, 2015-2019. Prev Med 2024; 185:108058. [PMID: 38969022 DOI: 10.1016/j.ypmed.2024.108058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 07/01/2024] [Accepted: 07/02/2024] [Indexed: 07/07/2024]
Abstract
OBJECTIVE Following changes to drug criminalization policies, we re-examine the epidemiology of drug arrests among people who use drugs (PWUD) in the U.S. METHODS Serial cross-sectional data from the National Survey on Drug Use and Health (2015-2019) were utilized. Past-year illicit drug use (excluding cannabis) and drug arrests were described by year, area of residence, drug use characteristics and participant demographics. Adjusted associations between race and drug arrest were estimated using multivariable logistic regression. RESULTS Past-year illicit drug use remained consistent over time and was highest among non-Hispanic (NH) white respondents. Of those reporting past-year illicit drug use (n = 25,429), prevalence of drug arrests remained stable over time overall and in metro areas while increasing in non-metro areas. Arrests were elevated among NH Black participants and those with lower income, unemployment, housing transience, non-metro area residence, polysubstance use, history of drug injection, substance use dependence and past-year drug selling. Adjusted odds of drug arrest remained significantly higher among NH Black individuals [aOR 1.92, 95% CI 1.30, 2.84]. CONCLUSION Despite recent shifts away from punitive drug policies, we detected no reduction in drug arrests nationally and increasing prevalence in non-metro areas. Despite reporting the lowest level of illicit substance use and drug selling, NH Black individuals had significantly increased odds of arrest across years. Findings highlight the need for further examination of policy implementation and policing practices in different settings, with more research focused non-metro areas, to address enduring structural racism in drug enforcement and its consequences for health.
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Affiliation(s)
- Saba Rouhani
- Department of Epidemiology, New York University School of Global Public Health, 708 Broadway, New York, NY 10003, USA; Center for Anti-racism, Social Justice and Public Health, New York University School of Global Public Health, 708 Broadway, New York, NY 10003, USA.
| | - Lingzi Luo
- Department of Social and Behavioral Sciences, New York University School of Global Public Health, 708 Broadway, New York, NY 10003, USA
| | - Himani Byregowda
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD 21205, USA
| | - Nicholas Weaver
- Department of Psychology, University of Texas at Austin College of Liberal Arts, 108 E Dean Keeton St, Austin, TX 78712, USA
| | - Ju Nyeong Park
- Division of General Internal Medicine, Brown University Alpert Medical School, 222 Richmond Street, Providence, RI 02903, USA
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Rockwell MS, Funk AJ, Huffstetler AN, Villalobos G, Britz JB, Webel B, Richards A, Epling JW, Sabo RT, Krist AH. Screening for Unhealthy Alcohol Use Among Patients With Multiple Chronic Conditions in Primary Care. AJPM FOCUS 2024; 3:100233. [PMID: 38947491 PMCID: PMC11214170 DOI: 10.1016/j.focus.2024.100233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Introduction Unhealthy alcohol use increases the risk for and exacerbation of chronic health conditions. As such, screening, prevention, and management of unhealthy alcohol use is especially critical to improving health outcomes for patients with multiple chronic health conditions. It is unclear to what extent multiple chronic condition status is a barrier to screening for unhealthy alcohol use in the primary care setting. The authors hypothesized that patients with multiple chronic conditions would be at lower odds of being screened for unhealthy alcohol use than patients without multiple chronic conditions. Methods The authors performed a secondary analysis of electronic health record data for patients from 67 primary care practices in Virginia (2020-2023). Using the Center for Medicare and Medicaid Services' chronic disease framework, they classified patients by multiple chronic condition status: no multiple chronic conditions, physical multiple chronic conditions, mental health multiple chronic conditions, and physical and mental health multiple chronic conditions. They used multiple logistic regressions with an added practice-level random effect to analyze the relationship between multiple chronic condition status and the odds of receiving an alcohol-related assessment, of being screened for unhealthy alcohol use with a U.S. Preventive Services Task Force-recommended instrument, and of screening positive for unhealthy alcohol use within the past 2 years. Results Within a final cohort of n=11,789, a total of 6,796 patients (58%) had multiple chronic conditions (29% physical multiple chronic conditions, 4% mental health multiple chronic conditions, and 25% physical and mental health multiple chronic conditions). In all, 69% of patients were screened for unhealthy alcohol use, whereas 16% were screened with a U.S. Preventive Services Task Force-recommended instrument, and 7% screened positive for unhealthy alcohol use. Patients with physical and mental health multiple chronic conditions had 0.9 times lower odds of receiving any screening for unhealthy alcohol use than those with no multiple chronic conditions (95% CI=0.8, 1.0; p=0.0240), whereas patients with only physical multiple chronic conditions or only mental health multiple chronic conditions had similar odds. There was no difference in the odds of being screened with a U.S. Preventive Services Task Force-recommended instrument on the basis of multiple chronic condition status. Patients with mental health multiple chronic conditions and physical and mental health multiple chronic conditions had 1.8 and 1.5 times greater odds of screening positive for unhealthy alcohol use, respectively (95% CI=1.3, 2.7; p=0.0014 and 95% CI=1.2, 1.8; p=0.0003). Conclusions Although patients with chronic mental health conditions were more likely to screen positive for unhealthy alcohol use than patients without multiple chronic conditions, Virginia primary care patients with physical and mental health multiple chronic conditions were less likely to receive an alcohol-related assessment during the past 2 years. Given the overall modest rate of screening with a U.S. Preventive Services Task Force-recommended instrument, further efforts are needed to create the conditions for high-quality alcohol-related preventive service delivery in primary care, particularly for patients with high complexity and/or mental health conditions.
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Affiliation(s)
- Michelle S. Rockwell
- Department of Family & Community Medicine, Carilion Clinic and Virginia Tech Carilion School of Medicine, Roanoke, Virginia
| | - Adam J. Funk
- Department of Biostatistics, School of Public Health, Virginia Commonwealth University, Richmond, Virginia
| | - Alison N. Huffstetler
- Department of Family Medicine & Population Health, Virginia Commonwealth University, Richmond, Virginia
- INOVA Family Practice Residency, Fairfax, Virginia
- The Robert Graham Center, Washington, District of Columbia
| | - Gabriela Villalobos
- Department of Family Medicine & Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Jacqueline B. Britz
- Department of Family Medicine & Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Benjamin Webel
- Department of Family Medicine & Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Alicia Richards
- Department of Biostatistics, School of Public Health, Virginia Commonwealth University, Richmond, Virginia
| | - John W. Epling
- Department of Family & Community Medicine, Carilion Clinic and Virginia Tech Carilion School of Medicine, Roanoke, Virginia
| | - Roy T. Sabo
- Department of Biostatistics, School of Public Health, Virginia Commonwealth University, Richmond, Virginia
| | - Alex H. Krist
- Department of Family Medicine & Population Health, Virginia Commonwealth University, Richmond, Virginia
- INOVA Family Practice Residency, Fairfax, Virginia
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Shen MJ, Stokes T, Yarborough S, Harrison J. Improving Pain Self-Management Among Rural Older Adults With Cancer. JAMA Netw Open 2024; 7:e2421298. [PMID: 39018074 PMCID: PMC11255907 DOI: 10.1001/jamanetworkopen.2024.21298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 05/10/2024] [Indexed: 07/18/2024] Open
Abstract
Importance Undertreated cancer pain is a major public health concern among older adults in rural communities. Interventions to improve pain management among this vulnerable population are needed. Objective To test the feasibility, acceptability, and changes in pain outcomes from exposure to an adapted intervention, Cancer Health Empowerment for Living without Pain (CA-HELP), to improve patients' communication about pain to their clinicians. Design, Setting, and Participants Older adults with cancer (aged ≥65 years) who were residing in a noninstitutional rural setting and receiving outpatient care at a rural-based clinic in Tennessee were enrolled in the study, in which everyone received the intervention, in May 2022. All patients were given assessments at baseline and 1 week after intervention. Mean score differences were analyzed using 1-tailed paired sample t tests (α = .05). Data were analyzed in June 2022. Exposure The adapted version of CA-HELP included an 18-page patient-facing workbook and a 30-minute telephone coaching call with a registered nurse to coach patients on pain education and communication techniques to discuss pain with their medical team. Main Outcomes and Measures Feasibility was examined through accrual and completion rates. Acceptability was measured by helpfulness, difficulty, and satisfaction with the intervention. Changes in outcomes were measured using mean score differences from pre-post assessments of pain self-management, self-efficacy for communicating with clinicians about pain, patient-reported pain, and misconceptions about pain. Results Among the 30 total participants, the mean (SD) age was 73.0 (5.1) years; 17 participants (56.7%) were female, 5 (16.7%) were Black or African American, 30 (100%) were non-Hispanic or non-Latino, 24 (80.0%) were White, 16 (53.3%) had less than a high school education, and 15 (50.0%) reported income less than $21 000 per year. Based on accrual and completion rates of 100%, this intervention was highly feasible. Fidelity rates for delivering intervention components (100%) and communication competence (27 participants [90%]) were also high. Regarding acceptability, all patients rated the intervention as helpful, with the majority (24 participants [80%]) rating it as "very helpful." Most patients rated the intervention as "not at all difficult" (27 participants [90%]), enjoyed participating (21 participants [70%]), and reported being "very satisfied" (25 participants [83.3%]). Pre-post changes in outcomes suggested significant improvements in pain self-management and self-efficacy for communicating with clinicians about pain, as well as significant reductions in patient-reported pain and pain misconceptions. Conclusions and Relevance In this case-series study of CA-HELP, results suggested the adapted version of CA-HELP was feasible and acceptable and showed changes in pain-related outcome measures among older adults with cancer in a rural setting.
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Affiliation(s)
- Megan J. Shen
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Tammy Stokes
- Maury Regional Medical Center, Columbia, Tennessee
| | - Sarah Yarborough
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Jill Harrison
- Department of Health Services, Policy, and Practice, School of Public Health, Brown University, Providence, Rhode Island
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22
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Sibley AL, Klein E, Cooper HLF, Livingston MD, Baker R, Walters SM, Gicquelais RE, Ruderman SA, Friedmann PD, Jenkins WD, Go VF, Miller WC, Westergaard RP, Crane HM. The relationship between felt stigma and non-fatal overdose among rural people who use drugs. Harm Reduct J 2024; 21:77. [PMID: 38582851 PMCID: PMC10998326 DOI: 10.1186/s12954-024-00988-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 03/19/2024] [Indexed: 04/08/2024] Open
Abstract
BACKGROUND Drug overdose deaths in the United States exceeded 100,000 in 2021 and 2022. Substance use stigma is a major barrier to treatment and harm reduction utilization and is a priority target in ending the overdose epidemic. However, little is known about the relationship between stigma and overdose, especially in rural areas. We aimed to characterize the association between felt stigma and non-fatal overdose in a multi-state sample of rural-dwelling people who use drugs. METHODS Between January 2018 and March 2020, 2,608 people reporting past 30-day opioid use were recruited via modified chain-referral sampling in rural areas across 10 states. Participants completed a computer-assisted survey of substance use and substance-related attitudes, behaviors, and experiences. We used multivariable logistic regression with generalized estimating equations to test the association between felt stigma and recent non-fatal overdose. RESULTS 6.6% of participants (n = 173) reported an overdose in the past 30 days. Recent non-fatal overdose was significantly associated with felt stigma after adjusting for demographic and substance use-related covariates (aOR: 1.47, 95% CI: 1.20-1.81). The association remained significant in sensitivity analyses on component fear of enacted stigma items (aOR: 1.48, 95% CI: 1.20-1.83) and an internalized stigma item (aOR: 1.51, 95% CI: 1.07-2.14). CONCLUSIONS Felt stigma related to substance use is associated with higher risk of non-fatal overdose in rural-dwelling people who use drugs. Stigma reduction interventions and tailored services for those experiencing high stigma are underutilized approaches that may mitigate overdose risk.
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Affiliation(s)
- Adams L Sibley
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr, Chapel Hill, NC, 27599, USA.
| | - Emma Klein
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA, 30322, USA
| | - Hannah L F Cooper
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA, 30322, USA
| | - Melvin D Livingston
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA, 30322, USA
| | - Robin Baker
- OHSU-PSU School of Public Health, Oregon Health & Science University, 1810 SW 5th Ave, Suite 510, Portland, OR, 97201, USA
| | - Suzan M Walters
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, 180 Madison, New York, NY, 10016, USA
| | - Rachel E Gicquelais
- School of Nursing, University of Wisconsin-Madison, 4257 Signe Skott Cooper Hall, 701 Highland Avenue, Madison, WI, 53705, USA
| | - Stephanie A Ruderman
- Department of Medicine, University of Washington, Harborview Medical Center, 325 9th Ave, Box 359931, Seattle, WA, USA
| | - Peter D Friedmann
- University of Massachusetts Chan Medical School-Baystate and Baystate Health, 3601 Main St, Springfield, MA, 01199, USA
| | - Wiley D Jenkins
- Southern Illinois University School of Medicine, 201 E Madison Street, Springfield, IL, 62702, USA
| | - Vivian F Go
- Department of Health Behavior, UNC Gillings School of Global Public Health, 170 Rosenau Hall CB #7400, 135 Dauer Dr, Chapel Hill, NC, 27599, USA
| | - William C Miller
- Department of Epidemiology, UNC Gillings School of Global Public Health, CB#8050, 3rd Floor Carolina Square, Chapel Hill, NC, 27516, USA
| | - Ryan P Westergaard
- University of Wisconsin-Madison, 1685 Highland Avenue, 5th Floor, Madison, WI, 53705-2281, USA
| | - Heidi M Crane
- Department of Medicine, University of Washington, Mail Stop 359931, Seattle, WA, 98104, USA
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23
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Durrance CP, Atkins DN. Estimating the incidence of substance exposed newborns with child welfare system involvement. CHILD ABUSE & NEGLECT 2024; 149:106629. [PMID: 38232502 DOI: 10.1016/j.chiabu.2023.106629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 12/04/2023] [Accepted: 12/31/2023] [Indexed: 01/19/2024]
Abstract
BACKGROUND Prenatal substance use can have negative health consequences for both mother and child and may also increase the likelihood of child welfare involvement. The rate of newborns with substance exposure has increased dramatically. As of 2016, federal law requires notification of all infants to child welfare agencies so that a plan of safe care can be developed and referrals to services can be offered. OBJECTIVE Child welfare agencies have not historically collected consistent, systematic data identifying substance exposed newborns. We utilized a unique strategy to identify substance exposed newborns with child welfare involvement. PARTICIPANTS & SETTING We used data from the National Child Abuse & Detection System (NCANDS) which captures N = 3,189,034 unique child protective services investigations for children under the age of 1 between 2004 and 2017. METHODS We calculated the incidence of substance exposed newborns investigated by child welfare agencies and compared with other administrative data on prenatal substance exposure. We also analyzed this rate by infant demographic characteristics (race/ethnicity, sex, rurality). RESULTS Between 2004 and 2017, approximately 13 % of infants reported to child protective services were likely reported because of substance exposure at birth, and the rate of substance exposed newborns with child welfare involvement increased from 3.79 to 12.90 per 1000 births, an increase of 240 %, over this period. CONCLUSIONS Understanding the extent of the substance use crisis for child welfare involvement is important for policymakers to support children and families.
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Affiliation(s)
- Christine Piette Durrance
- La Follette School of Public Affairs, Institute for Research on Poverty, University of Wisconsin, Madison, United States of America.
| | - Danielle N Atkins
- Askew School of Public Administration, Florida State University, United States of America.
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24
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Kattari L, Hill H, Shires DA, Prieto LR, Modi IK, Misiolek BA, Kattari SK. Prescription Pain Reliever Misuse Among Transgender and Gender Diverse Adults. Transgend Health 2024; 9:68-75. [PMID: 38312452 PMCID: PMC10835153 DOI: 10.1089/trgh.2022.0059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2024] Open
Abstract
Purpose Little is known about the prevalence and risks associated with transgender and gender diverse (TGD) persons' misuse of prescription pain relievers (PPRs). This study explores the relationship between PPR misuse and various sociodemographic identities and experiences of discrimination in health care among TGD adults. Methods TGD participants (n=595) were recruited in 2018 to participate in a cross-sectional statewide trans health survey through convenience sampling. Chi-square tests of independence and logistic regressions were conducted to explore associations between sociodemographics and experiences of discrimination among persons who had ever misused PPRs, or who had misused PPRs in the past year. Results Sociodemographics such as gender identity (odds ratio [OR]=0.44, p=0.01), race/ethnicity (OR=0.14, p<0.001), and sexual orientation influence TGD individuals likeliness of misusing PPRs (OR=0.40, p<0.001). Notably, those who were ever diagnosed with anxiety had a higher likeliness of having lifetime PPR misuse compared with those who were never diagnosed (OR=2.05, p=0.05), and those reporting past-year discrimination within the mental health care setting because of their gender identity were more than twice as likely to report past-year misuse than those who reported not experiencing it (OR=2.43, p=0.004). Conclusion Certain subpopulations of TGD individuals may be at elevated risk of PPR misuse. It is imperative to acknowledge the impact of multimarginalized identities as well as differences across various identities and experiences within the TGD community while working to address non-PPR misuse.
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Affiliation(s)
- Leonardo Kattari
- School of Social Work, Michigan State University, East Lansing, Michigan, USA
| | - Haley Hill
- School of Social Work, Michigan State University, East Lansing, Michigan, USA
| | - Deirdre A. Shires
- School of Social Work, Michigan State University, East Lansing, Michigan, USA
| | - Lucas R. Prieto
- School of Social Work, Michigan State University, East Lansing, Michigan, USA
| | - Ishaan K. Modi
- School of Social Work, Michigan State University, East Lansing, Michigan, USA
| | | | - Shanna K. Kattari
- School of Social Work, University of Michigan, Ann Arbor, Michigan, USA
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25
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Nicholson HL, Alawode OA, Ford JA. Determinants of prescription opioid misuse among Black Americans: Evidence from the 2019 National Survey on Drug Use and Health. Addict Behav 2024; 149:107890. [PMID: 37857045 DOI: 10.1016/j.addbeh.2023.107890] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 09/29/2023] [Accepted: 10/11/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND Opioid misuse, including prescription opioid misuse, remains a significant public health concern impacting various ethnoracial groups in the United States, including non-Hispanic Black Americans. This study provides more recent evidence on prescription opioid misuse among Black Americans. METHODS We used data from the 2019 National Survey on Drug Use and Health to examine the prevalence and determinants of prescription opioid misuse among Black American adults aged 18 and older. We compared these findings to non-Hispanic White American adults. RESULTS The prevalence rate of past-year prescription opioid misuse was very similar among Black (3.4%) and White respondents (3.8%). Adjusted multivariate logistic regression analyses found no significant racial differences in prescription opioid misuse. Religious importance and rurality were negatively associated with misuse only among Black respondents. Depressive episodes, other drug use, age, and risk-taking behaviors were associated with prescription opioid misuse among both Black and White respondents. CONCLUSION Black and White Americans remain at risk for prescription opioid-related problems. Religiosity and rurality require further investigation to understand how they may impact misuse among Black Americans.
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Affiliation(s)
| | - Oluwatobi A Alawode
- Department of Sociology and Criminology & Law, University of Florida, United States
| | - Jason A Ford
- Department of Sociology, University of Central Florida, United States
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26
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Ober AJ, Dopp AR, Clingan SE, Curtis ME, Lin C, Calhoun S, Larkins S, Black M, Hanano M, Osterhage KP, Baldwin LM, Saxon AJ, Hichborn EG, Marsch LA, Mooney LJ, Hser YI. Stakeholder perspectives on a telemedicine referral and coordination model to expand medication treatment for opioid use disorder in rural primary care clinics. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 156:209194. [PMID: 37863356 PMCID: PMC11441624 DOI: 10.1016/j.josat.2023.209194] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 04/11/2023] [Accepted: 10/16/2023] [Indexed: 10/22/2023]
Abstract
INTRODUCTION Opioid overdose deaths are increasing rapidly in the United States. Medications for opioid use disorder (MOUD) are effective and can be delivered in primary care, but uptake has been limited in rural communities. Referral to and coordination with an external telemedicine (TM) vendor by rural primary care clinics for MOUD (TM-MOUD) may increase MOUD access for rural patients, but we know little about perspectives on this model among key stakeholders. As part of a TM-MOUD feasibility study, we explored TM-MOUD acceptability and feasibility among personnel and patients from seven rural primary care clinics and a TM-MOUD vendor. METHODS We conducted virtual interviews or focus groups with clinic administrators (n = 7 interviews), clinic primary care and behavioral health providers (8 groups, n = 30), other clinic staff (9 groups, n = 37), patients receiving MOUD (n = 16 interviews), TM-MOUD vendor staff (n = 4 interviews), and vendor-affiliated behavioral health and prescribing providers (n = 17 interviews). We asked about experiences with and acceptability of MOUD (primarily buprenorphine) and telemedicine (TM) and a TM-MOUD referral and coordination model. We conducted content analysis to identify themes and participants quantitatively rated acceptability of TM-MOUD elements on a 4-item scale. RESULTS Perceived benefits of vendor-based TM-MOUD included reduced logistical barriers, more privacy and less stigma, and access to services not available locally (e.g., counseling, pain management). Barriers included lack of internet or poor connectivity in patients' homes, limited communication and trust between TM-MOUD and clinic providers, and questions about the value to the clinic of TM-MOUD referral to external vendor. Acceptability ratings for TM-MOUD were generally high; they were lowest among frontline staff. CONCLUSIONS Rural primary care clinic personnel, TM-MOUD vendor personnel, and patients generally perceived referral from primary care to a TM-MOUD vendor to hold potential for increasing access to MOUD in rural communities. Increasing TM-MOUD uptake requires buy-in and understanding among staff of the TM-MOUD workflow, TM services offered, requirements for patients, advantages over clinic-based or TM services from clinic providers, and identification of appropriate patients. Poverty, along with patient hesitation to initiate treatment, creates substantial barriers to MOUD treatment generally; insufficient internet availability creates a substantial barrier to TM-MOUD.
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Affiliation(s)
| | | | - Sarah E Clingan
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Megan E Curtis
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Chunqing Lin
- Semel Institute for Neuroscience and Human Behavior, Center for Community Health, University of California at Los Angeles, CA, USA
| | - Stacy Calhoun
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Sherry Larkins
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Megan Black
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Maria Hanano
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Katie P Osterhage
- Department of Family Medicine, University of Washington, Seattle, WA, USA
| | - Laura-Mae Baldwin
- Department of Family Medicine, University of Washington, Seattle, WA, USA
| | - Andrew J Saxon
- Veterans Affairs Puget Sound Health Care System, USA; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA
| | - Emily G Hichborn
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA
| | - Lisa A Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA
| | - Larissa J Mooney
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Yih-Ing Hser
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
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Nestvold HH, Skurtveit SS, Hamina A, Hjellvik V, Odsbu I. Socioeconomic risk factors for long-term opioid use: A national registry-linkage study. Eur J Pain 2024; 28:95-104. [PMID: 37501355 DOI: 10.1002/ejp.2163] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 07/06/2023] [Accepted: 07/12/2023] [Indexed: 07/29/2023]
Abstract
BACKGROUND Opioid use has increased substantially as a treatment for chronic pain, although harms from long-term opioid therapy outweigh the benefits. More knowledge about factors associated with long-term opioid use is needed. We aimed to investigate the association between socioeconomic status and long-term opioid use in the period 2010-2019. METHODS This was a nested case-control study in which the cases were all persons ≥18 years with long-term opioid use, that is use of opioids for more than 3 months (N = 215,642). Cases were matched on gender, age and index year (first long-term use period) with four controls who filled at least one opioid prescription, but never developed long-term opioid use in the study period (N = 862,568). We performed a logistic regression analysis adjusted for relevant confounders, stratified on age groups (18-67 years and 68 years and above). RESULTS In the younger age group, long-term opioid use was associated with low education (adjusted odds ratio, aOR = 1.54; 95% confidence interval, CI [1.51-1.57]), low income (1.33 [1.31-1.36]), being unemployed (1.40 [1.38-1.42]) and receiving disability pension (1.36 [1.33-1.38]). Weaker associations were found for living in a single-person household or in a dense geographical area. Similar associations were found for the older age group. CONCLUSION We found that low socioeconomic status was associated with long-term opioid use both among people in working age and older people. These results indicate a need for social and financial support for non-pharmacological treatment of chronic pain among people with lower socioeconomic status. SIGNIFICANCE This study shows that people with low socioeconomic status are at higher risk of developing long-term opioid use. In the clinical setting, physicians should consider socioeconomic status when prescribing opioids for chronic pain. Non-pharmacological treatment options funded by public health services should be prioritized to those with low socioeconomic status as long-term opioid use in chronic pain patients is not recommended.
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Affiliation(s)
- H H Nestvold
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - S S Skurtveit
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Chronic Diseases, Division of Mental and Physical Health, The Norwegian Institute of Public Health, Oslo, Norway
| | - A Hamina
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Forensic Psychiatry, Niuvanniemi Hospital, Kuopio, Finland
| | - V Hjellvik
- Department of Chronic Diseases, Division of Mental and Physical Health, The Norwegian Institute of Public Health, Oslo, Norway
| | - I Odsbu
- Department of Chronic Diseases, Division of Mental and Physical Health, The Norwegian Institute of Public Health, Oslo, Norway
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28
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Vekaria V, Patra BG, Xi W, Murphy SM, Avery J, Olfson M, Pathak J. Association of opioid or other substance use disorders with health care use among patients with suicidal symptoms. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 156:209177. [PMID: 37820869 PMCID: PMC10841388 DOI: 10.1016/j.josat.2023.209177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 06/23/2023] [Accepted: 09/30/2023] [Indexed: 10/13/2023]
Abstract
INTRODUCTION Prior literature establishes noteworthy relationships between suicidal symptoms and substance use disorders (SUDs), particularly opioid use disorder (OUD). However, engagement with health care services among this vulnerable population remains underinvestigated. This study sought to examine patterns of health care use, identify risk factors in seeking treatment, and assess associations between outpatient service use and emergency department (ED) visits. METHODS Using electronic health records (EHRs) derived from five health systems across New York City, the study selected 7881 adults with suicidal symptoms (including suicidal ideation, suicide attempt, or self-harm) and SUDs between 2010 and 2019. To examine the association between SUDs (including OUD) and all-cause service use (outpatient, inpatient, and ED), we performed quasi-Poisson regressions adjusted for age, gender, and chronic disease burden, and we estimated the relative risks (RR) of associated factors. Next, the study evaluated cause-specific utilization within each resource category (SUD-related, suicide-related, and other-psychiatric) and compared them using Mann-Whitney U tests. Finally, we used adjusted quasi-Poisson regression models to analyze the association between outpatient and ED utilization among different risk groups. RESULTS Among patients with suicidal symptoms and SUD diagnoses, relative to other SUDs, a diagnosis of OUD was associated with higher all-cause outpatient visits (RR: 1.22), ED visits (RR: 1.54), and inpatient hospitalizations (RR: 1.67) (ps < 0.001). Men had a lower risk of having outpatient visits (RR: 0.80) and inpatient hospitalizations (RR: 0.90), and older age protected against ED visits (RR range: 0.59-0.69) (ps < 0.001). OUD was associated with increased SUD-related encounters across all settings, and increased suicide-related ED visits and inpatient hospitalizations (p < 0.001). Individuals with more mental health outpatient visits were less likely to have suicide-related ED visits (RR: 0.86, p < 0.01), however this association was not found among younger and male patients with OUD. Although few OUD patients received medications for OUD (MOUD) treatment (9.9 %), methadone composed the majority of MOUD prescriptions (77.7 %), of which over 70 % were prescribed during an ED encounter. CONCLUSIONS This study reinforces the importance of tailoring SUD and suicide risk interventions to different age groups and types of SUDs, and highlights missed opportunities for deploying screening and prevention resources among the male and OUD populations. Redressing underutilization of MOUD remains a priority to reduce acute health outcomes among younger patients with OUD.
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Affiliation(s)
- Veer Vekaria
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America
| | - Braja G Patra
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America
| | - Wenna Xi
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America
| | - Sean M Murphy
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America
| | - Jonathan Avery
- Department of Psychiatry, Weill Cornell Medicine, New York, NY, United States of America
| | - Mark Olfson
- Department of Psychiatry, Columbia University, New York, NY, United States of America
| | - Jyotishman Pathak
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America; Department of Psychiatry, Weill Cornell Medicine, New York, NY, United States of America.
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Yang TC, Kim S, Matthews SA, Shoff C. Social Vulnerability and the Prevalence of Opioid Use Disorder Among Older Medicare Beneficiaries in U.S. Counties. J Gerontol B Psychol Sci Soc Sci 2023; 78:2111-2121. [PMID: 37788567 PMCID: PMC10699735 DOI: 10.1093/geronb/gbad146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Indexed: 10/05/2023] Open
Abstract
OBJECTIVES Recent research has investigated the factors associated with the prevalence of opioid use disorder (OUD) among older adults (65+), which has rapidly increased in the past decade. However, little is known about the relationship between social vulnerability and the prevalence of OUD, and even less is about whether the correlates of the prevalence of OUD vary across the social vulnerability spectrum. This study aims to fill these gaps. METHODS We assemble a county-level data set in the contiguous United States (U.S.) by merging 2021 Medicare claims with the CDC's social vulnerability index and other covariates. Using the total number of older beneficiaries with OUD as the dependent variable and the total number of older beneficiaries as the offset, we implement a series of nested negative binomial regression models and then analyze by social vulnerability quartiles. RESULTS Higher social vulnerability is associated with higher prevalence of OUD in U.S. counties. This association cannot be fully explained by the differences in the characteristics of older Medicare beneficiaries (e.g., average age) and/or other social conditions (e.g., social capital) across counties. Moreover, the group comparison tests indicate correlates of the prevalence of OUD vary across social vulnerability quartiles in that the average number of mental disorders is positively related to OUD prevalence in the least and the most vulnerable counties and social capital benefits the less vulnerable counties. DISCUSSION A perspective drawing upon contextual factors, especially social vulnerability, may be more effective in reducing OUD among older adults in U.S. counties than a one-size-fits-all approach.
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Affiliation(s)
- Tse-Chuan Yang
- Department of Sociology, University at Albany, State University of New York, Albany, New York, USA
| | - Seulki Kim
- Department of Sociology, University of Nebraska—Lincoln, Lincoln, Nebraska, USA
| | - Stephen A Matthews
- Departments of Sociology and Criminology, and Anthropology, The Pennsylvania State University, University Park, Pennsylvania, USA
- Population Research Institute, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Carla Shoff
- Independent Consultant, Baltimore, Maryland, USA
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Gu J, Guo X, Liu X, Yuan Y, Zhu Y, Chen M, Zhou TY, Fu Q. Gone with the weed: incidents of adolescent marijuana use in the United States, 1976-2021. Ann Epidemiol 2023; 88:23-29. [PMID: 37839727 DOI: 10.1016/j.annepidem.2023.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 09/28/2023] [Accepted: 10/10/2023] [Indexed: 10/16/2023]
Abstract
PURPOSE This study sought to examine grouped and right-censored (GRC) counts of adolescent marijuana use and estimate its temporal trajectories and sociodemographic disparities over almost half a century. METHODS After compiling 46 waves of nationally representative data from the Monitoring the Future (MTF) study from 1976 to 2021 (sample size = 491,348), we utilized an innovative modified Poisson (mixture) approach to analyze past-year marijuana use quantified by GRC counts. RESULTS The overall reduction in incidence rates of marijuana use was attributable to an almost 40% reduction in the risk of marijuana use (with the proportion of at-risk adolescents at 51.36% in 1979 and 31.53% in 2021). Despite substantial changes over the study period, the recent incidence rates for at-risk individuals were similar to those in the early 1980s. Living in an intact family was a protective factor against adolescent marijuana use over time. CONCLUSIONS The incidence rates of marijuana use among at-risk students, especially those from disadvantaged families, remained high over the study period. The modified Poisson (mixture) approach serves as the preferred tool for modeling GRC responses. It is essential to distinguish among risk, at-risk incidence, and overall incidence when assessing substance use and other risky behaviors.
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Affiliation(s)
- Jiaxin Gu
- Department of Sociology, The University of British Columbia, Vancouver, Canada
| | - Xin Guo
- School of Mathematics and Physics, The University of Queensland, Brisbane, Australia
| | - Xiaoxi Liu
- School of Public Administration, Nanjing Normal University, Nanjing, China
| | - Yue Yuan
- Research Institute of Social Development, Southwestern University of Finance and Economics, Chengdu, Sichuan, China
| | - Yushu Zhu
- Urban Studies Program and School of Public Policy, Simon Fraser University, Vancouver, BC, Canada
| | - Minheng Chen
- Department of Sociology, The University of British Columbia, Vancouver, Canada
| | - Tian-Yi Zhou
- H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA
| | - Qiang Fu
- Department of Sociology, The University of British Columbia, Vancouver, Canada.
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Condie AW, Judd H, Yaugher AC. Opioid Use Disorder Community Education Events: Rural Public Health Implications. HEALTH EDUCATION & BEHAVIOR 2023; 50:728-737. [PMID: 36382806 DOI: 10.1177/10901981221135506] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2023]
Abstract
The opioid overdose epidemic continues to disproportionately impact underserved rural areas throughout the nation, with many of these rural areas experiencing greater opioid-related mortality rates than their urban counterparts. With limited treatment infrastructure and resources, two rural communities in Southeast Utah utilized community-based participatory research collaboration principles to develop, implement, and evaluate a series of evidence-based community opioid education events. This practical and quantitative study surveying 123 participants describes the collaborative efforts of two rural communities in addressing the devastating impacts of the opioid overdose epidemic and reflects on the success of the events via descriptive analysis of summary data. These events increased participants' reported perceptions of and knowledge in four main education areas: stigma reduction, prevention and treatment awareness, naloxone education and use, and resource location awareness. Post-event surveys further supported these results, revealing improved learning in each of these four areas, indicating increased knowledge toward opioid use disorder treatments and stigma reduction. In addition, participants identified key takeaways such as local resource awareness and dismantling stigma as effective strategies to reduce the negative effects of the opioid overdose epidemic. This model for rural community education supports previous research and serves as an effective strategy of public health practice to address the opioid overdose epidemic on a local level.
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Affiliation(s)
| | - Hailey Judd
- Utah State University Extension, HEART Initiative, Logan, UT, USA
| | - Ashley C Yaugher
- Utah State University Extension, HEART Initiative, Logan, UT, USA
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Livingston MD, Barry CM, Jagtiani A, Kominsky TK, Skinner JR, Livingston BJ, Harmon M, Ivanich EA, Cooper HL, Wagenaar AC, Komro KA. Theory, Measurement, and Psychometric Properties of Risk and Protective Factors for Drug Misuse Among Adolescents Living on or near the Cherokee Nation Reservation. ADVERSITY AND RESILIENCE SCIENCE 2023; 4:401-413. [PMID: 38895740 PMCID: PMC11185823 DOI: 10.1007/s42844-023-00112-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/01/2023] [Indexed: 06/21/2024]
Abstract
A team of tribe-based behavioral health specialists and university-based researchers partnered to implement a cluster randomized trial for the prevention of drug misuse among adolescents attending public high schools on or near the Cherokee Nation Reservation in northeastern Oklahoma. The conceptual framework, which guided intervention and measurement design for the trial, incorporates indigenous knowledge and worldviews with empirically-based frameworks and evidence-based practices. Our goal is to serve multicultural youth, families, and schools and to provide a model of effective strategies for wide dissemination. This paper presents the conceptual model, survey design, and psychometric properties of scales to measure risk and protective factors for substance misuse. The survey includes common measures drawn from the PhenX Toolkit on substance use patterns-adolescent module, measured with standard items from the Monitoring the Future (MTF) study and items harmonized across ten NIH-funded research projects with diverse samples of youth. In our trial, brief (20-minute) self-report questionnaires were administered to 10th grade students in fall 2021 (n = 919, 87% response rate) and spring 2022 (n = 929, 89% response rate) in 20 participating high schools on or near the Cherokee Nation Reservation. The sample primarily fell into the following three categories of race/ethnicity identification: only American Indian (AI-only, 29%), AI and another race/ethnicity (AI+, 27%), and only White (35%). Results indicate that risk and protective factor scales were reliably and validly measured with 10 scales and 10 subscales. There were minimal differences between youth who identified as AI only, AI+, and White only, especially for the main scales, which provide confidence in the interpretation of trial outcomes across demographic groups. Study results may not be generalizable to AI/AN youth who live and attend school in more homogenous reservation lands, or alternatively, live in large diverse metropolitan areas.
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Affiliation(s)
- Melvin D. Livingston
- Emory University, Rollins School of Public Health, Department of Behavioral, Social and Health Education Sciences, Atlanta, GA, USA
| | - Caroline M. Barry
- Emory University, Rollins School of Public Health, Department of Behavioral, Social and Health Education Sciences, Atlanta, GA, USA
| | - Ashna Jagtiani
- Emory University, Rollins School of Public Health, Department of Behavioral, Social and Health Education Sciences, Atlanta, GA, USA
| | | | | | - Bethany J. Livingston
- Emory University, Rollins School of Public Health, Department of Behavioral, Social and Health Education Sciences, Atlanta, GA, USA
| | - Megan Harmon
- Neighbors Building Neighborhoods Nonprofit Resource Center, Muskogee, OK, USA
| | - Emily A. Ivanich
- Emory University, Rollins School of Public Health, Department of Behavioral, Social and Health Education Sciences, Atlanta, GA, USA
| | - Hannah L.F. Cooper
- Emory University, Rollins School of Public Health, Department of Behavioral, Social and Health Education Sciences, Atlanta, GA, USA
| | - Alexander C. Wagenaar
- Emory University, Rollins School of Public Health, Department of Behavioral, Social and Health Education Sciences, Atlanta, GA, USA
| | - Kelli A. Komro
- Emory University, Rollins School of Public Health, Department of Behavioral, Social and Health Education Sciences, Atlanta, GA, USA
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Seitz HH, Robertson MN, Steen J, Dulaney SG, Buys DR. Development and Pretesting of Prescription Opioid Misuse Prevention Messages: Results and Implications for Practice. HEALTH COMMUNICATION 2023; 38:2865-2883. [PMID: 36127799 DOI: 10.1080/10410236.2022.2124059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Well-designed health communication campaigns can contribute to the uptake of preventive behaviors, but there has been a lack of attention on using communication research to develop opioid misuse prevention messages. We report the results of two studies designed to inform the development of prescription opioid misuse prevention messages for adults ages 30-59. In Study 1, 16 adults across 4 counties participated in semi-structured interviews to provide input on message concepts addressing six key prescription opioid misuse prevention behaviors. In Study 2, 1,335 adults completed an online, survey-based between-subjects experiment in which participants were randomized to a no message control condition or a message condition that aligned with a prevention behavior. The survey examined Reasoned Action Approach (RAA) predictors of intention in no message control participants and examined differences in intention to perform prevention behaviors among experimental conditions. The qualitative interviews yielded insights about message preferences and perceived facilitators and barriers related to the prevention behaviors. The online survey demonstrated that attitude and descriptive norms are important determinants of preventive behaviors and potential targets for communication interventions. Message testing results demonstrated that the draft messages were effective in changing intentions to safely store, securely dispose of, and monitor the use of prescription opioids, but they were not effective in increasing intentions to talk to healthcare providers, older adults, or children about proper opioid use. A communication campaign addressing attitudes and perceived descriptive norms may be successful in increasing intentions to engage in opioid misuse prevention behaviors.
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Affiliation(s)
- Holli H Seitz
- Department of Communication, Mississippi State University
- Social Science Research Center, Mississippi State University
| | - Mary Nelson Robertson
- Department of Food Science, Nutrition and Health Promotion, Mississippi State University
| | - Je'Kylynn Steen
- Department of Food Science, Nutrition and Health Promotion, Mississippi State University
| | - Sarah G Dulaney
- Social Science Research Center, Mississippi State University
| | - David R Buys
- Department of Food Science, Nutrition and Health Promotion, Mississippi State University
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Staton M, Tillson M, Levi MM, Dickson M, Webster M, Leukefeld C. Identifying and Treating Incarcerated Women Experiencing Substance Use Disorders: A Review. Subst Abuse Rehabil 2023; 14:131-145. [PMID: 38026785 PMCID: PMC10655602 DOI: 10.2147/sar.s409944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 11/02/2023] [Indexed: 12/01/2023] Open
Abstract
While research on substance use disorder (SUD) treatment among justice-involved populations has grown in recent years, the majority of corrections-based SUD studies have predominantly included incarcerated men or men on community supervision. This review 1) highlights special considerations for incarcerated women that may serve as facilitating factors or barriers to SUD treatment; 2) describes selected evidence-based practices for women along the cascade of care for SUD including screening and assessment, treatment and intervention strategies, and referral to services during community re-entry; and 3) discusses conclusions and implications for SUD treatment for incarcerated women.
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Affiliation(s)
- Michele Staton
- Department of Behavioral Science, University of Kentucky, Lexington, KY, USA
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, KY, USA
| | - Martha Tillson
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, KY, USA
| | - Mary M Levi
- Department of Psychology, University of Kentucky, Lexington, KY, USA
| | - Megan Dickson
- Department of Behavioral Science, University of Kentucky, Lexington, KY, USA
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, KY, USA
| | - Matt Webster
- Department of Behavioral Science, University of Kentucky, Lexington, KY, USA
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, KY, USA
| | - Carl Leukefeld
- Department of Behavioral Science, University of Kentucky, Lexington, KY, USA
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, KY, USA
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Estadt AT, Miller WC, Kline D, Whitney BM, Young AM, Todd Korthuis P, Stopka TJ, Feinberg J, Zule WA, Pho MT, Friedmann PD, Westergaard RP, Eagen KV, Seaman A, Ma J, Go VF, Lancaster KE. Associations of hepatitis C virus (HCV) antibody positivity with opioid, stimulant, and polysubstance injection among people who inject drugs (PWID) in rural U.S. communities. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023:104222. [PMID: 37806839 PMCID: PMC10997735 DOI: 10.1016/j.drugpo.2023.104222] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 09/18/2023] [Accepted: 09/29/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND People who inject drugs (PWID) in the rural U.S. often inject stimulants, alone or with opioids. The impact of these substance use patterns may influence HCV risk behaviors. This analysis examines the associations of HCV antibody positivity with injecting only opioids, only stimulants (methamphetamine/cocaine), and opioids and stimulants together among rural PWID. METHODS The Rural Opioid Initiative (ROI) consists of eight research sites that enrolled people who use drugs in rural communities in ten U.S. states from 2018 to 2020. This cross-sectional analysis included adult participants who resided in a study area and injected any drug in the past 30 days. The primary outcome was HCV antibody positivity. The exposure of interest was injection drug use classified as only opioids, only stimulants, separate injections of opioids and stimulants, and same-syringe injection of both in the past 30 days. We used multivariable log-binomial regression with generalized linear mixed models to generate prevalence ratios (P.R.) adjusted for demographics, injection history, health insurance, and substance use treatment. RESULTS Among 3,084 participants enrolled in the ROI, 1,982 met inclusion criteria. Most participants injected opioids and stimulants in the same syringe (34%) or separately (21%), followed by injecting only stimulants (26%), and injecting only opioids (19%). Half (51%) were HCV antibody positive. Compared to people who injected only stimulants, HCV antibody positivity was more prevalent among people who injected opioids alone (aPR=1.62, 95% CI:(1.29-2.03)), injected both opioids and stimulants separately (aPR=1.61, 95% CI:(1.32-1.95)), and in the same syringe (aPR=1.54, 95% CI:(1.28-1.85)). CONCLUSION HCV antibody positivity, indicating prior exposure, was highest among those who had recently injected opioids, alone or with stimulants. Additional nucleic acid testing is necessary to confirm active infection. More research is needed to determine the underlying causes of HCV antibody positivity by injection use.
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Affiliation(s)
- Angela T Estadt
- Ohio State University, College of Public Health, Division of Epidemiology, United States.
| | - William C Miller
- Ohio State University, College of Public Health, Division of Epidemiology, United States; Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America
| | - David Kline
- Wake Forest University School of Medicine, Division of Public Health Sciences, Department of Biostatistics and Data Science, United States
| | | | - April M Young
- University of Kentucky, Department of Epidemiology and Environmental Health, Center on Drug and Alcohol Research, United States
| | - P Todd Korthuis
- Oregon Health & Science University, Department of Medicine, Section of Addiction Medicine, United States
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, United States
| | - Judith Feinberg
- West Virginia University School of Medicine, Departments of Behavioral Medicine and Psychiatry and Medicine/Infectious Diseases, United States
| | - William A Zule
- RTI International, Research Triangle Park, NC, United States
| | - Mai T Pho
- University of Chicago, Department of Medicine, United States
| | - Peter D Friedmann
- University of Massachusetts Medical School-Baystate and Baystate Health, United States
| | - Ryan P Westergaard
- University of Wisconsin School of Medicine and Public Health, Department of Medicine, Division of Infectious Diseases, United States
| | - Kellene V Eagen
- University of Wisconsin - Madison, School of Medicine and Public Health, Department of Family Medicine and Community Health, United States
| | - Andrew Seaman
- Oregon Health & Science University, School of Medicine, United States
| | - Jimmy Ma
- University of Washington, Department of Medicine, Division of Allergy and Infectious Diseases, United States
| | - Vivian F Go
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Health Behavior, United States
| | - Kathryn E Lancaster
- Ohio State University, College of Public Health, Division of Epidemiology, United States; Division of Public Health Sciences, Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America
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Lee HY, Eyer JC, Luo Y, Jeong H, Chapman S, Hudnall M. Opioid Literacy Among Individuals Living in Rural Alabama: The Role of Social Determinants of Health. J Psychosoc Nurs Ment Health Serv 2023; 61:52-59. [PMID: 37256747 DOI: 10.3928/02793695-20230523-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Using the social determinants of health (SDOH) framework, the current study aimed to examine opioid literacy and the role of SDOH on opioid literacy. This study used a cross-sectional survey design to collect self-reported data from people living in four rural Alabama counties affected by the opioid crisis. Participants reported moderate levels of opioid knowledge. There were no significant predictors of general knowledge. For opioid overdose knowledge, the strongest individual predictors were educational level (Bachelor's degree) and self-rated financial strain, which contributed to higher scale scores. For the models evaluating opioid overdose response knowledge, the strongest individual predictors were minority status (inverse), self-rated mental health, and interpersonal safety. Our findings indicate that SDOH, such as financial strain and interpersonal safety, are significantly linked to opioid literacy. Educational efforts to enhance opioid literacy, proper usage, and management in rural counties should consider SDOH factors. Findings further outline the team's integrative approach to developing intervention strategies for opioid treatment and recovery that can benefit the northwest Alabama community and beyond. [Journal of Psychosocial Nursing and Mental Health Services, 61(10), 52-59.].
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Komro KA, D'Amico EJ, Dickerson DL, Skinner JR, Johnson CL, Kominsky TK, Etz K. Culturally Responsive Opioid and Other Drug Prevention for American Indian/Alaska Native People: a Comparison of Reservation- and Urban-Based Approaches. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2023; 24:88-98. [PMID: 35750937 PMCID: PMC9244356 DOI: 10.1007/s11121-022-01396-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/06/2022] [Indexed: 11/24/2022]
Abstract
There are few substance use treatment and prevention programs for AI/AN people that integrate culturally based practices with evidence-based treatment and prevention. The National Institutes of Health's (NIH's) Helping to End Addiction Long-term (HEAL) Prevention Cooperative supports two projects focused on AI/AN populations. One focuses on youth ages 15 to 20 years living within the Cherokee Nation reservation, a multicultural rural area in northeastern Oklahoma, and the second focuses on emerging adults ages 18 to 25 years living in diverse urban areas. We provide a brief overview of the two prevention trials and a case comparison across approaches using the framework of promising practices for intervention science with Indigenous communities (Whitesell et al., 2020) related to (1) integration of Indigenous and academic perspectives to respond to community needs, (2) community partnership and engagement, (3) alignment with Indigenous cultural values and practices, (4) capacity building and empowerment, (5) implementation within complex cultural contexts, and (6) tribal oversight. Overall, these two projects highlight the importance of long-standing relationships with community partners, engaging the community at all levels to ensure that programming is culturally and developmentally appropriate, and having tribal and elder oversight. These practices are key to establishing trust and building confidence in research in these communities and ensuring that research can benefit AI/AN people. These studies showcase how strong partnerships can advance health and support the conduct of rigorous science to help pinpoint optimal health solutions by identifying efficacious, culturally grounded intervention strategies. Although the sovereign status of tribes demands this type of partnership, this research serves as a model for all community research that has a goal of improving health.
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Affiliation(s)
- Kelli A Komro
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
| | | | - Daniel L Dickerson
- Integrated Substance Abuse Programs (ISAP), University of California Los Angeles, Los Angeles, CA, USA
| | | | | | | | - Kathy Etz
- Epidemiology Research Branch, National Institute On Drug Abuse, North Bethesda, USA
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Blair LK, Howard J, Peiper NC, Little BB, Taylor KC, Baumgartner R, Creel L, DuPre NC. Residence in urban or rural counties in relation to opioid overdose mortality among Kentucky hospitalizations before and during the COVID-19 pandemic. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 119:104122. [PMID: 37473677 DOI: 10.1016/j.drugpo.2023.104122] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 06/02/2023] [Accepted: 07/05/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND At the beginning of the opioid overdose epidemic, overdose mortality rates were higher in urban than in rural areas. We examined the association between residence in an urban or rural county and subsequent opioid overdose mortality in Kentucky, a state highly impacted by the opioid epidemic, and whether this was modified by the COVID-19 pandemic. METHODS We captured hospitalizations in Kentucky from 2016 to 2020, involving an opioid using ICD-10-CM codes T40.0-T40.4 and T40.6. Patient's county was classified as urban or rural based on the NCHS Urban-Rural Classification Scheme. Multivariable logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) of opioid overdose mortality, adjusted for demographics, hospitalization severity, and zip code SES. We assessed effect modification by the COVID-19 pandemic. RESULTS Overall, patients living in urban counties had 46% higher odds of opioid overdose death than patients residing in rural counties (adjusted OR=1.46; 95% CI=1.22, 1.74). Before the pandemic, patients in urban counties had 63% increased odds of opioid overdose death (adjusted OR=1.63; 95% CI=1.34, 1.97); however, during the COVID-19 pandemic, patients in urban and rural counties became more similar in regard to opioid overdose mortality (adjusted OR=0.72; 95% CI=0.45, 1.16; p-value for interaction =0.02). CONCLUSION Before the pandemic, living in urban counties was associated with higher opioid overdose mortality among Kentucky hospitalizations; however, during the COVID-19 pandemic, opioid overdose mortality in rural areas increased, approaching rates in urban areas. COVID-19 posed social, economic, and healthcare challenges that may be contributing to worsening mortality trends affecting both urban and rural patients.
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Affiliation(s)
- Lyndsey K Blair
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States; Lincoln Trail District Health Department, United States.
| | - Jeffrey Howard
- Department of Surgery, University of Louisville School of Medicine, United States; Louisville Metro Department for Public Health and Wellness, United States
| | - Nicholas C Peiper
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States
| | - Bert B Little
- Department of Health Management and System Sciences, University of Louisville School of Public Health and Information Sciences, United States
| | - Kira C Taylor
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States
| | - Richard Baumgartner
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States
| | - Liza Creel
- Department of Health Management and System Sciences, University of Louisville School of Public Health and Information Sciences, United States; Commonwealth Institute of Kentucky, United States
| | - Natalie C DuPre
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States
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HABIB DANIELRS, KLEIN LAURENM, PERRIN ELIANAM, PERRIN ANDREWJ, JOHNSON SARAB. The Role of Primary Care in Advancing Civic Engagement and Health Equity: A Conceptual Framework. Milbank Q 2023; 101:731-767. [PMID: 37347445 PMCID: PMC10509514 DOI: 10.1111/1468-0009.12661] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 05/16/2023] [Accepted: 06/08/2023] [Indexed: 06/23/2023] Open
Abstract
Policy Points Health and civic engagement are reciprocally and longitudinally linked: Poor health is associated with less civic engagement. Well-established social drivers of health and health inequality such as inadequate access to health care, poverty, racism, housing instability, and food insecurity are also drivers of lower civic engagement. A robust primary care system can play a key role in advancing civic engagement (e.g., voting, volunteerism, community service, and political involvement) at the population level but has received little attention. Policy and practice solutions at the individual and structural levels should support and leverage potential synergies among health equity, civic engagement, and primary care. CONTEXT Health and civic engagement are linked. Healthier people may be able to participate more fully in civic life, although those with poorer health may be motivated to address the roots of their health challenges using collective action. In turn, civically active people may experience better health, and societies with more equitable health and health care may experience healthier civic life. Importantly, a robust primary care system is linked to greater health equity. However, the role of primary care in advancing civic engagement has received little study. METHODS We synthesize current literature on the links among health, civic engagement, and primary care. We propose a conceptual framework to advance research and policy on the role of primary care in supporting civic engagement as a means for individuals to actualize their health and civic futures. FINDINGS Current literature supports relationships between health equity and civic engagement. However, this literature is primarily cross-sectional and confined to voting. Our integrative conceptual framework highlights the interconnectedness of primary care structures, health equity, and civic engagement and supports the crucial role of primary care in advancing both civic and health outcomes. Primary care is a potentially fruitful setting for cultivating community and individual health and power by supporting social connectedness, self-efficacy, and collective action. CONCLUSIONS Health and civic engagement are mutually reinforcing. Commonalities between social determinants of health and civic engagement constitute an important convergence for policy, practice, and research. Responsibility for promoting both health and civic engagement is shared by providers, community organizations, educators, and policymakers, as well as democratic and health systems, yet these entities rarely work in concert. Future work can inform policy and practice to bolster primary care as a means for promoting health and civic engagement.
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Affiliation(s)
- DANIEL R. S. HABIB
- These authors contributed equally to this work
- Johns Hopkins University School of Medicine
- Vanderbilt University School of Medicine
| | - LAUREN M. KLEIN
- These authors contributed equally to this work
- Johns Hopkins University School of Medicine
| | - ELIANA M. PERRIN
- Johns Hopkins University School of Medicine
- Johns Hopkins University School of Nursing
- SNF Agora InstituteKrieger School of Arts and SciencesJohns Hopkins University
| | - ANDREW J. PERRIN
- Krieger School of Arts and SciencesJohns Hopkins University
- SNF Agora InstituteKrieger School of Arts and SciencesJohns Hopkins University
| | - SARA B. JOHNSON
- Johns Hopkins University School of Medicine
- SNF Agora InstituteKrieger School of Arts and SciencesJohns Hopkins University
- Johns Hopkins Bloomberg School of Public Health
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Whipple CR, Kaynak Ö, Kruis NE, Saylor E, Bonnevie E, Kensinger WS. Opioid Use Disorder Stigma and Support for Harm Reduction in Rural Counties. Subst Use Misuse 2023; 58:1818-1828. [PMID: 37622487 DOI: 10.1080/10826084.2023.2250434] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/26/2023]
Abstract
Background: The opioid crisis is a public health emergency in the United States, particularly in rural Pennsylvania. Stigma in rural communities is a treatment barrier and impacts harm reduction programming availability.Objectives: The current study utilized an observational, cross-sectional design to examine latent subgroups of stigma and differences in support for harm reduction strategies (i.e., safe injection facilities, syringe services programs, fentanyl test strips, Naloxone distribution). Participants included rural Pennsylvanians (n = 252), taken from a statewide survey of opioid use disorder (OUD) stigma. Participants reported OUD public stigma (i.e., attitudes/perceptions about OUD, willingness to engage with individuals with OUD) and support for harm reduction strategies.Results: Latent class analysis identified 4 stigma classes: 1) high stigma (HS), 2) high judgment/low stigmatizing behavior (HJ/LB), 3) high stigmatizing behavior/low stigmatizing attitude (HB/LA), and 4) low stigma (LS). ANCOVAs identified subgroup differences in harm reduction support. The HS group indicated less support for safe injection sites, syringe services programs, and fentanyl test strips, compared to the HB/LA and LS groups. The HS group indicated less support for Naloxone distribution compared to the HJ/LB, HB/LA, and LS groups. Lastly, the HJ/LB group indicated less support for each program compared to the LS group.Conclusions/Importance: Findings highlight that OUD stigma profiles differ across rural Pennsylvania and are associated with varying support for harm reduction strategies. Individuals with less stigma report more support for harm reduction strategies. Interventions to implement harm reduction strategies should consider varying levels of stigma and use a targeted approach to inform implementation and messaging strategies.
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Affiliation(s)
- Christopher R Whipple
- School of Behavioral Sciences and Education, Penn State Harrisburg, Middletown, Pennsylvania, USA
| | - Övgü Kaynak
- School of Behavioral Sciences and Education, Penn State Harrisburg, Middletown, Pennsylvania, USA
| | - Nathan E Kruis
- Department of Criminal Justice, Penn State Altoona, Altoona, Pennsylvania, USA
| | - Erica Saylor
- School of Behavioral Sciences and Education, Penn State Harrisburg, Middletown, Pennsylvania, USA
| | | | - Weston S Kensinger
- School of Behavioral Sciences and Education, Penn State Harrisburg, Middletown, Pennsylvania, USA
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Palomino K, Berdugo CR, Vélez JI. Leading consumption patterns of psychoactive substances in Colombia: A deep neural network-based clustering-oriented embedding approach. PLoS One 2023; 18:e0290098. [PMID: 37594973 PMCID: PMC10438020 DOI: 10.1371/journal.pone.0290098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 07/22/2023] [Indexed: 08/20/2023] Open
Abstract
The number of health-related incidents caused using illegal and legal psychoactive substances (PAS) has dramatically increased over two decades worldwide. In Colombia, the use of illicit substances has increased up to 10.3%, while the consumption alcohol and tobacco has increased to 84% and 12%, respectively. It is well-known that identifying drug consumption patterns in the general population is essential in reducing overall drug consumption. However, existing approaches do not incorporate Machine Learning and/or Deep Data Mining methods in combination with spatial techniques. To enhance our understanding of mental health issues related to PAS and assist in the development of national policies, here we present a novel Deep Neural Network-based Clustering-oriented Embedding Algorithm that incorporates an autoencoder and spatial techniques. The primary goal of our model is to identify general and spatial patterns of drug consumption and abuse, while also extracting relevant features from the input data and identifying clusters during the learning process. As a test case, we used the largest publicly available database of legal and illegal PAS consumption comprising 49,600 Colombian households. We estimated and geographically represented the prevalence of consumption and/or abuse of both PAS and non-PAS, while achieving statistically significant goodness-of-fit values. Our results indicate that region, sex, housing type, socioeconomic status, age, and variables related to household finances contribute to explaining the patterns of consumption and/or abuse of PAS. Additionally, we identified three distinct patterns of PAS consumption and/or abuse. At the spatial level, these patterns indicate concentrations of drug consumption in specific regions of the country, which are closely related to specific geographic locations and the prevailing social and environmental contexts. These findings can provide valuable insights to facilitate decision-making and develop national policies targeting specific groups given their cultural, geographic, and social conditions.
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Affiliation(s)
- Kevin Palomino
- Department of Industrial Engineering, Universidad del Norte, Barranquilla, Colombia
| | - Carmen R. Berdugo
- Department of Industrial Engineering, Universidad del Norte, Barranquilla, Colombia
| | - Jorge I. Vélez
- Department of Industrial Engineering, Universidad del Norte, Barranquilla, Colombia
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Textor L, Friedman J, Bourgois P, Aronowitz S, Simon C, Jauffret-Roustide M, Namirembe S, Brothers S, McNeil R, Knight KR, Hansen H. Rethinking urban-rural designations in public health surveillance of the overdose crisis and crafting an agenda for future monitoring. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 118:104072. [PMID: 37327697 PMCID: PMC10916393 DOI: 10.1016/j.drugpo.2023.104072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 05/09/2023] [Accepted: 05/10/2023] [Indexed: 06/18/2023]
Abstract
Rurality has served as a key concept in popular and scientific understandings of the US overdose crisis, with White, rural, and low-income areas thought to be most heavily affected. However, we observe that overdose trends have risen nearly uniformly across the urban-rural designations employed in most research, implying that their importance has likely been overstated or incorrectly conceptualized. Nevertheless, urbanicity/rurality does serve as a key axis to understand inequalities in overdose mortality when assessed with more nuanced modalities-employing a more granular analysis of geography at the sub-county level, and intersecting rurality sociodemographic indices such as race/ethnicity. Using national overdose data from 1999-2021, we illustrate the intersectional importance of rurality for overdose surveillance. Finally, we offer recommendations for integrating these insights into drug overdose surveillance moving forward.
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Affiliation(s)
- Lauren Textor
- University of California Los Angeles, Medical Scientist Training Program; UCLA Department of Anthropology; Center for Social Medicine, Department of Psychiatry, UCLA, 760 Westwood Plaza Suite B7-435, Los Angeles, CA, 90095-1759.
| | - Joseph Friedman
- University of California Los Angeles, Medical Scientist Training Program
| | - Philippe Bourgois
- Center for Social Medicine, Department of Psychiatry, UCLA, 760 Westwood Plaza Suite B7-435, Los Angeles, CA, 90095-1759
| | | | - Caty Simon
- National Survivors Union, 1116 Grove St., Greensboro, NC, 27403; Whose Corner Is It Anyway, 1187 Northampton St., Holyoke, MA, 01040; NC Survivors Union, 1116 Grove St., Greensboro, NC, 27403
| | | | - Sarah Namirembe
- Department of Mental Health Faculty of Medicine Gulu University, P.o.Box 166, Gulu, Uganda
| | - Sarah Brothers
- The Pennsylvania State University, 316 Oswald Tower University Park, PA, 16802
| | - Ryan McNeil
- Program in Addiction Medicine at Yale University
| | - Kelly Ray Knight
- Department of Humanities and Social Sciences University of California, San Francisco
| | - Helena Hansen
- Professor of Psychiatry and Chair of Research Theme in Translational Social Science and Health Equity at David Geffen School of Medicine, UCLA; Interim Chair, Department of Psychiatry and Biobehavioral Sciences, UCLA; Interim Director, UCLA Semel Institute for Neuroscience and Human Behavior at DGSOM; Interim Physician-in-Chief, Resnick Neuropsychiatric Hospital, UCLA
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Oliva A, González de Chavez P, Dévora S, Abdala S. Opioid prescription patterns in the province of Las Palmas, Canary Islands, Spain (2016-2020): differences between urban and rural areas. Front Pharmacol 2023; 14:1184457. [PMID: 37533632 PMCID: PMC10390770 DOI: 10.3389/fphar.2023.1184457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 07/07/2023] [Indexed: 08/04/2023] Open
Abstract
Introduction: The use of opioids has increased markedly in the past decades in European countries, especially for treatment of non-cancer pain including painful chronic musculoskeletal conditions. However, there are some notable differences in the relative levels of use between geographical areas and some distinct, context-specific patterns of weak and strong opioid use. The aim of this work is to describe real world trends in dosage forms and population exposure in the prescription opioid use on isolated geographically area: The Canary Islands of Gran Canaria, Lanzarote and Fuerteventura, Spain. For this, several factors such as living in a rural or urban area, population over 65 years of age, population density or socioeconomic status were analyzed. Methods: Data were extracted from the wholesalers who supply the community pharmacies at the population level. Prescription opioid use was measured as defined daily doses (DDD) per 1,000 inhabitants per day. A model based on covariance analysis with two nested fixed factors and one co-variable was used for contrast analysis at different level. Results: The overall DDD per 1000 inhabitants per day and year variation rate in Spain was very similar to that obtained for Gran Canaria and Fuerteventura (0.967 vs. 1.006), although the levels of dispensation were different (14.75 versus 18.24 for Gran Canaria and 12.7 for Fuerteventura, respectively). Lanzarote is completely different in all issues, where the opioid consumption rate remained stable during the study period, but with a decreasing tendency. The dispensation level of strong opioids varied between islands, from 56.41% for Fuerteventura vs. 17.61% for Gran Canaria, although these values remained stable. Tramadol with acetaminophen and Tramadol in monotherapy were the most consumed forms of the weak opioids, whereas Buprenorphine was the most used strong opioid followed by Fentanyl, although demand for it varied between islands, the transdermal formulations were the most frequent pharmaceutical preparation. Conclusion: The differences in prescription opioid use are most likely explained by the opioid prescribing practices in each island, whereas factors such urbanicity level, population age, population density and status socioeconomic does not help to explain the differences in prescription opioid use across rural and urban areas.
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Affiliation(s)
- Alexis Oliva
- Departamento de Ingeniería Química y Tecnología Farmacéutica, Facultad de Farmacia, Universidad de La Laguna, Tenerife, Spain
| | - Patricia González de Chavez
- Departamento de Medicina Física y Farmacología, Facultad de Farmacia, Universidad de La Laguna, Tenerife, Spain
| | - Sandra Dévora
- Departamento de Medicina Física y Farmacología, Facultad de Farmacia, Universidad de La Laguna, Tenerife, Spain
| | - Susana Abdala
- Departamento de Medicina Física y Farmacología, Facultad de Farmacia, Universidad de La Laguna, Tenerife, Spain
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Gupta M, Petti T. Focus on rural adolescent cannabis use and abuse: ignored epidemiologic trends, unique risks, long-term concerns, and hope. CNS Spectr 2023; 28:277-280. [PMID: 35387706 DOI: 10.1017/s1092852922000736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Cannabis-related issues for adolescents and young adults are emerging from the shadow of rural opioid addiction and deaths. The rural pediatric population has multiple risk factors putting them at increased risk for adverse consequences with the expansion of cannabis legalization across the United States. Research in this area is rich but scattered across professional disciplines. Differences in demographics and cultures between rural and urban youth are gaining attention. Epidemiological factors relevant to rurality as a risk for cannabis and other substance use are considered for formulating clinical care, public policymakers, and future research. Race, culture, community stability, basic demographics of age, gender, educational status, and demands for more and better, accessible services for rural, nonmetropolitan areas comprise factors for consideration and are detailed. Research findings provide direction for policymakers and clinicians for prevention and intervention efforts to improve care for rural populations, validating and expanding upon insights gained to date.
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Affiliation(s)
| | - Theodore Petti
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, USA
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Byregowda H, Alinsky R, Wang X, Johnson RM. Non-medical prescription opioid use among high school students in 38 U.S. States. Addict Behav Rep 2023; 17:100498. [PMID: 37274538 PMCID: PMC10234833 DOI: 10.1016/j.abrep.2023.100498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 05/01/2023] [Accepted: 05/21/2023] [Indexed: 06/06/2023] Open
Abstract
Background Lifetime prevalence of non-medical prescription opioid use (NMPOU) among adolescents exceeds 10%. Building on that work, we estimate lifetime and recent (i.e., past 30-day) NMPOU and examine associations with alcohol and cannabis use. Methods We used 2019 YRBS data from 38 states with a question on lifetime NMPOU (n = 151,910), a subsample of 8 states also inquired about recent NMPOU (n = 28,439). We estimated the prevalence and frequency of NMPOU for boys and girls in each state. Multivariable logistic regression was used to derive odds ratios (OR) and 95% confidence intervals (CIs) representing recent NMPOU in association with alcohol and cannabis use adjusting for state, race/ethnicity, and grade. Results The prevalence of lifetime NMPOU ranged from 9.4% to 22.7% for girls and 8.6% to 23.2% for boys; significant sex difference in Florida. Recent NMPOU among lifetime users ranged from 33.0% to 50.7% for girls and 40.7% to 52.3% for boys, no significant sex differences. Students reporting recent NMPOU had significantly higher odds of recent alcohol (OR: 5.1, 95% CI: 4.3-6.1) and cannabis use (OR: 3.7, 95% CI: 2.8-4.8). Higher frequency (1-2 and ≥ 3 times vs. 0 times) of NMPOU had significantly greater odds of alcohol (3-9-fold) and cannabis use (3-5-fold). The magnitude of association was higher for boys compared to girls. Conclusion The prevalence of recent NMPOU among lifetime users is high and is associated with alcohol and cannabis use. NMPOU can be a steppingstone towards other forms of opioid use therefore, opioid prevention programs should emphasize prescription drug misuse and consider socio-contextual and geographical variations.
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Affiliation(s)
- Himani Byregowda
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Rachel Alinsky
- Division of General Pediatrics and Adolescent Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Xinzi Wang
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Renee M. Johnson
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Benck KN, Seide K, Jones AK, Omori M, Rubinstein LB, Beckwith C, Nowotny KM. United States county jail treatment and care of pregnant incarcerated persons with opioid use disorder. Drug Alcohol Depend 2023; 247:109863. [PMID: 37071946 PMCID: PMC10198943 DOI: 10.1016/j.drugalcdep.2023.109863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 02/28/2023] [Accepted: 03/27/2023] [Indexed: 04/20/2023]
Abstract
BACKGROUND Standards of care for pregnant persons with opioid use disorder (OUD) have been published across multiple institutions specializing in obstetrics and addiction medicine. Yet, this population faces serious barriers in accessing medications for OUD (MOUD) while incarcerated. Therefore, we examined the availability of MOUD in jails. METHODS A Cross-sectional survey of jail administrators (n=371 across 42 states; 2018-2019) was conducted. Key indicators for this analysis include pregnancy testing at intake, number of county jails offering methadone or buprenorphine to pregnant incarcerated persons for detoxification on admission, continuation of pre-incarceration treatment, or linkage to post-incarceration treatment. Analyses were performed using SAS. FINDINGS Pregnant incarcerated persons had greater access to MOUD than non-pregnant persons (χ2=142.10, p<0.0001). Larger jurisdiction size and urban jails were significantly more likely to offer MOUD (χ2=30.12, p<0.0001; χ2=26.46, p<0.0001). Methadone was the most common MOUD offered for continued care for all incarcerated persons. Of the 144 jails within a county with at least one public methadone clinic, 33% did not offer methadone treatment to pregnant persons, and over 80% did not provide linkage after release from jail. CONCLUSION MOUD access was greater for pregnant incarcerated persons compared to non-pregnant persons. Compared to urban jails, rural jails were significantly less likely to offer MOUD, even as the number of opioid deaths in rural counties continues to surpass those in urban counties. The lack of post-incarceration linkage in counties with at least one public methadone clinic could be indicative of broader issues surrounding connections to MOUD resources.
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Affiliation(s)
- Kelley N Benck
- University of Miami Miller School of Medicine, United States
| | | | - Alexis K Jones
- University of Miami Miller School of Medicine, United States
| | - Marisa Omori
- University of Saint Louis Department of Criminology and Criminal Justice, United States
| | | | - Curt Beckwith
- The Miriam Hospital/Alpert Medical School of Brown University, United States
| | - Kathryn M Nowotny
- University of Miami Department of Sociology and Criminology, United States.
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Kim SJ, Retnam RP, Sutton AL, Edmonds MC, Bandyopadhyay D, Sheppard VB. Racial disparities in opioid prescription and pain management among breast cancer survivors. Cancer Med 2023; 12:10851-10864. [PMID: 36916310 PMCID: PMC10225217 DOI: 10.1002/cam4.5755] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 01/24/2023] [Accepted: 02/20/2023] [Indexed: 03/15/2023] Open
Abstract
BACKGROUND We examined whether there are racial disparities in pain management, opioid medicine prescriptions, symptom severity, and quality of life constructs in breast cancer survivors. METHODS We conducted a secondary analysis of longitudinal data from the Women's Hormonal Therapy Initiation and Persistence (WHIP) study (n = 595), a longitudinal study of hormonal receptor-positive breast cancer survivors. Upon study enrollment, patients completed a survey assessing an array of psychological, behavioral, and treatment outcomes, including adjuvant endocrine therapy (AET)-induced symptoms, and provided a saliva biospecimen. Opioid prescription records were extracted from the health maintenance organizations (HMOs) pharmacy database. The final analytic sample included women with complete HMO pharmacy records for 1 year. RESULTS There were 251 eligible patients, of which 169 (67.3%) were White. The average age was 61.09 years old (SD = 11.07). One hundred seventy-two patients (68.5%) had received at least one opioid medication and 37.1% were prescribed opioids longer than 90 days (n = 93). Sixty-four Black patients (78%) had a record of being prescribed with opioids compared to 64% of White patients (n = 108, p = 0.03). Black patients reported worse vasomotor, neuropsychological, and gastrointestinal symptoms, as well as lower quality of life and greater healthcare discrimination than White patients (p's < 0.05). Black patients were more likely to be prescribed opioids for 90 days or longer compared to White patients, when controlling for age, marital status, income, body mass index (BMI), cancer stage, and chemotherapy status (adjusted Odds Ratio = 2.72, p = 0.014). CONCLUSION Findings indicate that there are racial differences in opioid prescriptions supplied for pain management and symptomatic outcomes. Future research is needed to understand the causes of disparities in cancer pain management and symptomatic outcomes.
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Affiliation(s)
- Sunny Jung Kim
- Department of Health Behavior and Policy, School of MedicineVirginia Commonwealth UniversityRichmondVirginiaUSA
- Massey Cancer CenterVirginia Commonwealth UniversityRichmondVirginiaUSA
| | | | - Arnethea L. Sutton
- Department of Health Behavior and Policy, School of MedicineVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Megan C. Edmonds
- Division of General Internal MedicineIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Dipankar Bandyopadhyay
- Massey Cancer CenterVirginia Commonwealth UniversityRichmondVirginiaUSA
- Department of Biostatistics, School of MedicineVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Vanessa B. Sheppard
- Department of Health Behavior and Policy, School of MedicineVirginia Commonwealth UniversityRichmondVirginiaUSA
- Massey Cancer CenterVirginia Commonwealth UniversityRichmondVirginiaUSA
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Oser CB, Batty E, Booty M, Eddens K, Knudsen HK, Perry B, Rockett M, Staton M. Social ecological factors and medication treatment for opioid use disorder among justice-involved rural and urban persons: the Geographic variation in Addiction Treatment Experiences (GATE) longitudinal cohort study protocol. BMJ Open 2023; 13:e066068. [PMID: 36940952 PMCID: PMC10030549 DOI: 10.1136/bmjopen-2022-066068] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 02/23/2023] [Indexed: 03/22/2023] Open
Abstract
INTRODUCTION Three medications are Food and Drug Administration approved for the treatment of opioid use disorder (OUD); however, these medications are underused within prisons, which elevates the risk of relapse and overdose when persons with opioid use disorder (POUD) are released. Research is scant regarding the multilevel factors associated with POUDs' willingness to initiate medication treatment for opioid use disorder (MOUD) while in prison and their continued engagement in treatment after release. Furthermore, rural and urban populations have not been compared. The Geographic variation in Addiction Treatment Experiences (GATE) study seeks to identify multilevel factors (ie, individual, personal network, and structural factors) influencing prison-based extended-release injectable naltrexone (XR-NTX) and buprenorphine initiation and will examine predictors of postrelease MOUD use and adverse outcomes (ie, relapse, overdose, recidivism) among both rural and urban POUDs. METHODS AND ANALYSIS This mixed methods study employs a social ecological framework. A prospective observational longitudinal cohort study is being conducted with 450 POUDs using survey and social network data collected in prison, immediately postrelease, 6 months postrelease and 12 months postrelease to identify multilevel rural-urban variation in key outcomes. In-depth qualitative interviews are being conducted with POUDs, prison-based treatment staff and social service clinicians. To maximise rigour and reproducibility, we employ a concurrent triangulation strategy, whereby qualitative and quantitative data contribute equally to the analysis and are used for cross-validation when examining scientific aims. ETHICS AND DISSEMINATION The GATE study was reviewed and approved by the University of Kentucky's Institutional Review Board prior to implementation. Findings will be disseminated through presentations at scientific and professional association conferences, peer-reviewed journal publications and a summary aggregate report submitted to the Kentucky Department of Corrections.
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Affiliation(s)
- Carrie B Oser
- Department of Sociology, Center on Drug & Alcohol Research, Center for Health Equity Transformation, University of Kentucky, Lexington, Kentucky, USA
| | - Evan Batty
- Department of Sociology, Center on Drug & Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
| | - Marisa Booty
- Department of Sociology, Center on Drug & Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
| | - Kate Eddens
- Department of Epidemiology & Biostatistics, School of Public Health, Indiana University, Bloomington, Indiana, USA
| | - Hannah K Knudsen
- Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
| | - Brea Perry
- Department of Sociology, Irsay Family Research Institute, Indiana University, Bloomington, Indiana, USA
| | - Maria Rockett
- Department of Sociology, Center on Drug & Alcohol Research, Center for Health Equity Transformation, University of Kentucky, Lexington, Kentucky, USA
| | - Michele Staton
- Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky, USA
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Zajacova A, Grol-Prokopczyk H, Limani M, Schwarz C, Gilron I. Prevalence and correlates of prescription opioid use among US adults, 2019-2020. PLoS One 2023; 18:e0282536. [PMID: 36862646 PMCID: PMC9980762 DOI: 10.1371/journal.pone.0282536] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Accepted: 02/16/2023] [Indexed: 03/03/2023] Open
Abstract
This study estimates the prevalence of prescription opioid use (POU) in the United States (US) in 2019-2020, both in the general population and specifically among adults with pain. It also identifies key geographic, demographic, and socioeconomic correlates of POU. Data were from the nationally-representative National Health Interview Survey 2019 and 2020 (N = 52,617). We estimated POU prevalence in the prior 12 months among all adults (18+), adults with chronic pain (CP), and adults with high-impact chronic pain (HICP). Modified Poisson regression models estimated POU patterns across covariates. We found POU prevalence of 11.9% (95% CI 11.5, 12.3) in the general population, 29.3% (95% CI 28.2, 30.4) among those with CP, and 41.2% (95% CI 39.2, 43.2) among those with HICP. Findings from fully-adjusted models include the following: In the general population, POU prevalence declined about 9% from 2019 to 2020 (PR = 0.91, 95% CI 0.85, 0.96). POU varied substantially across US geographic regions: It was significantly more common in the Midwest, West, and especially the South, where adults had 40% higher POU (PR = 1.40, 95% CI 1.26, 1.55) than in the Northeast. In contrast, there were no differences by rural/urban residence. In terms of individual characteristics, POU was lowest among immigrants and among the uninsured, and was highest among adults who were food insecure and/or not employed. These findings suggest that prescription opioid use remains high among American adults, especially those with pain. Geographic patterns suggest systemic differences in therapeutic regimes across regions but not rurality, while patterns across social characteristics highlight the complex, opposing effects of limited access to care and socioeconomic precarity. Against the backdrop of continuing debates about benefits and risks of opioid analgesics, this study identifies and invites further research about geographic regions and social groups with particularly high or low prescription opioid use.
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Affiliation(s)
- Anna Zajacova
- Department of Sociology, University of Western Ontario, London, Ontario, Canada
- * E-mail:
| | - Hanna Grol-Prokopczyk
- Department of Sociology, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - Merita Limani
- Department of Sociology, University of Western Ontario, London, Ontario, Canada
| | - Christopher Schwarz
- Department of Politics, New York University, New York, New York, United States of America
| | - Ian Gilron
- Department of Anesthesiology and Perioperative Medicine, Queen’s University School of Medicine, Kingston, Ontario, Canada
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Schuller KA, Dunson-Dillard T. Pain management: A deeper look at rural and urban nurses' perceptions and experiences. J Rural Health 2023; 39:320-327. [PMID: 36721332 DOI: 10.1111/jrh.12742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
PURPOSE About 11.4 million individuals admitted to misusing an opioid in the past year. The purpose of this study was to determine if nurses' definitions of pain management differed by location, and to assess the challenges treating patients with pain management concerns. This study fills a gap by comparing quantitative and qualitative feedback from nurses on pain management concerns in their practice location. METHODS Data were collected using an electronic survey emailed to licensed nurses across the United States. The mixed methods survey used multiple choice, select all that apply, and open-ended responses to gather data on nurses' perceptions of pain management. One hundred and eighty nurses completed the survey and were included in the study. Sixty-six percent practiced in an urban hospital. FINDINGS Rural and urban nurses defined pain management as nonopioids and opioids. Seventy-one percent of urban nurses defined pain management as physical therapy compared to only 61% of rural nurses. Similarly, 62% of urban nurses identified homeopathic medicines and treatments as pain management techniques compared to 52% of rural nurses. From the qualitative data, 32% of rural nurses stated that patients with pain management concerns only want pain medications compared to 14% of urban nurses. CONCLUSIONS Nurses have a critical position in and valuable perspective on the opioid epidemic. Rural communities are relatively disadvantaged in combatting the opioid epidemic. The finding that rural residents only want pain medication instead of alternative pain management options further challenges the country's rural health care workforce.
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