Understanding the rural-urban differences in nonmedical prescription opioid use and abuse in the United States

Association between altitude, prescription opioid misuse, and fatal overdoses

OBJECTIVE

Prescription opioid misuse and fatal overdoses have increased significantly over the last two decades. Living at altitude has been linked to greater reward benefits of other drugs of abuse, and living at altitude may also exacerbate the respiratory depression linked to opioid use. Therefore, we examined the relationships between living at altitude, and prescription opioid misuse and fatal overdoses.

METHOD

State-level past year rates of prescription opioid misuse were retrieved from the Substance Abuse and Mental Health Services Administration. County-level overdose data were extracted from the Centers for Disease Control and Prevention. Multiple linear regression models were fit to determine the relationship between average state elevation and state rates of opioid misuse. Logistic regression models were fit to determine the relationship between county elevation and county-level fatal opioid overdose prevalence.

RESULTS

After controlling for state opioid prescribing rates and other confounders, we identified a significant positive association between mean state altitude and state-level opioid misuse rates for women, but not men. We also found a significant positive association between county-level altitude and prevalence of fatal opioid overdose.

CONCLUSIONS

Living at altitude is thus demographically associated with increasing rates of misuse of prescription opioids, as well as of cocaine and methamphetamine. Animal studies suggest that the hypobaric hypoxia exposure involved with living at altitude may disrupt brain neurochemistry, to increase reward benefits of drugs of abuse. This increased misuse of both stimulants and opioids may increase likelihood of overdose at altitude, with overdoses by opioid use also potentially facilitated by altitude-related hypoxia.

Creating a new rural pharmacy workforce: Development and implementation of the Rural Pharmacy Health Initiative

PURPOSE

An innovative certificate program aimed at expanding the rural pharmacy workforce, increasing the number of pharmacists with expertise in rural practice, and improving healthcare outcomes in rural North Carolina is described.

SUMMARY

Predicted shortages of primary care physicians and closures of critical access hospitals are expected to worsen existing health disparities. Experiential education in schools and colleges of pharmacy primarily takes place in academic medical centers and, unlike experiential education in medical schools, rarely emphasizes the provision of patient care in rural U.S. communities, where chronic diseases are prevalent and many residents struggle with poverty and poor access to healthcare. To help address these issues, UNC Eshelman School of Pharmacy developed the 3-year Rural Pharmacy Health Certificate program. The program curriculum includes 4 seminar courses, interprofessional education and interaction with medical students, embedding of each pharmacy student into a specific rural community for the duration of training, longitudinal ambulatory care practice experiences, community engagement initiatives, leadership training, development and implementation of a population health project, and 5 pharmacy practice experiences in rural settings.

CONCLUSION

The Rural Pharmacy Health Certificate program at UNC Eshelman School of Pharmacy seeks to transform rural pharmacy practice by creating a pipeline of rural pharmacy leaders and teaching a unique skillset that will be beneficial to healthcare systems, communities, and patients.

Regional and Rural–Urban Variation in Opioid Prescribing in the Veterans Health Administration

Introduction

Opioid prescribing is heterogenous across the US, where 3- to 5-fold variation has been observed across states or other geographical units. Residents of rural areas appear to be at greater risk for opioid misuse, mortality, and high-risk prescribing. The Veterans Health Administration (VHA) provides a unique setting for examining regional and rural–urban differences in opioid prescribing, as a complement and contrast to extant literature. The objective of this study was to characterize regional variation in opioid prescribing across Veterans Health Administration (VHA) and examine differences between rural and urban veterans.

Materials and Methods

Following IRB approval, this retrospective observational study used national administrative VHA data from 2016 to assess regional variation and rural–urban differences in schedule II opioid prescribing. The primary measure of opioid prescribing volume was morphine milligram equivalents (MME) dispensed per capita. Secondary measures included incidence, prevalence of any use, and prevalence of long-term use.

Results

Among 4,928,195 patients, national VHA per capita opioid utilization in 2016 was 1,038 MME. Utilization was lowest in the Northeast (894 MME), highest in the West (1,368 MME), and higher among rural (1,306 MME) than urban (988 MME) residents (p < 0.001). Most of the difference between rural and urban veterans (318 MME) was attributable to differences in long-term opioid use (312 MME), with similar rates of short-term use.

Conclusion

There is substantial regional and rural–urban variation in opioid prescribing in VHA. Rural veterans receive over 30% more opioids than their urban counterparts. Further research is needed to identify and address underlying causes of these differences, which could include access barriers for non-pharmacologic treatments for chronic pain.

HIV/HCV Co-infection: Burden of Disease and Care Strategies in Appalachia

PURPOSE OF REVIEW

The purpose of this review is to address infection with HIV and hepatitis C in the Appalachian region of the USA and the driving forces underlying this epidemic. We seek to discuss epidemiology of disease and the possible interventions to reduce incidence and burden of disease in this resource-limited area.

RECENT FINDINGS

The rise of the opioid crisis has fueled a rise in new hepatitis C infection, and a rise in new HIV infection is expected to follow. Injection drug use has directly contributed to the epidemic and continues to remain a risk factor. Men who have sex with men remains a significant risk factor for HIV acquisition as well. Progress has been made in the battle against HIV and, to a lesser extent, hepatitis C, but much more can be done. Limited data on co-infection with HIV/HCV are currently available for this at-risk region, but it is clear that Appalachia is highly vulnerable to co-infection outbreaks. A multipronged approach that includes advances in assessment of co-infection and education for both patients and clinicians can help to recognize, manage, and ideally prevent these illnesses.

Medication-Assisted Treatment Use Among Pregnant Women With Opioid Use Disorder

OBJECTIVE

To evaluate temporal trends in medication-assisted treatment use among pregnant women with opioid use disorder.

METHODS

We conducted a retrospective cohort study using Pennsylvania Medicaid administrative data. Trends in medication-assisted treatment use, opioid pharmacotherapy (methadone and buprenorphine) and behavioral health counselling, were calculated using pharmacy records and procedure codes. Cochrane-Armitage tests evaluated linear trends in characteristics of pregnant women using methadone compared with buprenorphine.

RESULTS

In total, we evaluated 12,587 pregnancies among 10,741 women with opioid use disorder who had a live birth between 2009 and 2015. Across all years, 44.1% of pregnant women received no opioid pharmacotherapy, 27.1% used buprenorphine, and 28.8% methadone. Fewer than half of women had any behavioral health counseling during pregnancy. The adjusted prevalence of methadone use declined from 31.6% (95% CI 29.3-33.9%) in 2009 to 25.2% (95% CI 23.3-27.1%) in 2015, whereas the adjusted prevalence of buprenorphine use increased from 15.8% (95% CI 13.9-17.8%) to 30.9% (95% CI 28.8-33.0%). Greater increases in buprenorphine use were found in geographic regions with large metropolitan centers, such as the Southwest (plus 24.9%) and the Southeast (plus 12.0%), compared with largely rural regions, such as the New West (plus 5.2%). In 2015, the adjusted number of behavioral health counseling visits during pregnancy was 3.4 (95% CI 2.6-4.1) among women using buprenorphine, 4.0 (95% CI 3.3-4.7) among women who did not use pharmacotherapy, and 6.4 (95% CI 4.9-7.9) among women using methadone.

CONCLUSION

Buprenorphine use among Medicaid-enrolled pregnant women with opioid use disorder increased significantly over time, with a small concurrent decline in methadone use. Behavioral health counseling use was low, but highest among women using methadone.

Government Legislation in Response to the Opioid Epidemic

PURPOSE OF REVIEW

Opioid misuse and abuse in the USA has evolved into an epidemic of tragic pain and suffering, resulting in the estimated death of over 64,000 people in 2016. Governmental regulation has escalated alongside growing awareness of the epidemic's severity, both on the state and federal levels.

RECENT FINDINGS

This article reviews the timeline of government interventions from the late 1990s to today, including the declaration of the opioid crisis as a national public health emergency and the resultant changes in funding and policy across myriad agencies. Aspects of the cultural climate that fuel the epidemic, and foundational change that may promote sustained success against it, are detailed within as well. As a consequence of misuse and abuse of opioids, governmental regulation has attempted to safeguard society, and clinicians should appreciate changes and expectations of prescribers.

Pathways between urbanization and harmful substance use

PURPOSE OF REVIEW

Epidemiological literature suggests that urbanization is potentially linked to a number of stressors that could be associated with harmful substance use and mental disorders. This may vary by country. This review gives attention to emergent literature examining the pathways between urbanization and harmful substance use.

RECENT FINDINGS

Studies examining the links between urbanization, mental health and substance use suggest complex pathways between urbanization and substance use as well as a range of modifying variables that could contribute to these associations. Such variables include increased supply of illicit and licit substances brought about by economic development, globalization and technology as well as an increased demand for particular substances. Rural areas may also have unique factors associated with harmful substance use but these are beyond the scope of this review.

SUMMARY

We have presented evidence to suggest potential associations between urbanization and harmful substance use. We acknowledge that data are limited because of a paucity of longitudinal studies elucidating these relationships.

Barriers to using new needles encountered by rural Appalachian people who inject drugs: implications for needle exchange

Background

Using a new needle for every injection can reduce the spread of infectious disease among people who inject drugs (PWID). No previous study has examined new needle use barriers among PWIDs residing in the rural Appalachian part of the United States, an area currently in the midst of a heroin epidemic.

Objective

Therefore, our primary aim was to explore self-reported barriers to using a new needle by PWID attending a needle exchange program (NEP).

Methods

We conducted a cross-sectional survey of PWID attending two NEPs in rural West Virginia located in the heart of Central Appalachia. A convenience sample of PWID (n = 100) completed the Barriers to Using New Needles Questionnaire.

Results

The median number of barriers reported was 5 (range 0–19). Fear of arrest by police (72% of PWID “agreed” or “strongly agreed”) and difficulty with purchasing needles from a pharmacy (64% “agreed” or “strongly agreed”) were the most frequently cited barriers.

Conclusions/Importance

Congruent with previous findings from urban locations, in rural West Virginia, the ability of PWID to use a new needle obtained from a needle exchange for every injection may be compromised by fear of arrest. In addition, pharmacy sales of new needles to PWID may be blunted by an absence of explicit laws mandating nonprescription sales. Future studies should explore interventions that align the public health goals of NEPs with the occupational safety of law enforcement and health outreach goals of pharmacists.

Electronic supplementary material

The online version of this article (10.1186/s12954-019-0295-5) contains supplementary material, which is available to authorized users.

Rural-Urban Differences in Adverse Childhood Experiences Across a National Sample of Children

PURPOSE

The purpose of this study was to examine the prevalence of adverse childhood experiences (ACEs) exposure in 34 states and the District of Columbia, and whether exposure differs between rural and urban residents.

METHODS

This cross-sectional study used data from the 2016 National Survey of Children's Health (NSCH), restricted to states in which rural versus urban residence was indicated in the public use data (n = 25,977 respondents). Bivariate analyses were used to estimate unadjusted associations. Multivariable regression models were run to examine the association between residence (rural or urban) and ACE counts of 4 or more.

FINDINGS

Compared to urban children, rural children had higher rates of exposure to the majority of the ACEs examined: parental separation/divorce, parental death, household incarceration, household violence, household mental illness, household substance abuse, and economic hardship. In adjusted analysis, there was no significant difference for rural children compared to urban children. The odds of 4 or more ACEs decrease as poverty levels decline, with children residing 0%-99% below the federal poverty line more likely to have reported 4 or more ACEs, compared to children residing 400% or above the federal poverty line (aOR 4.02; CI: 2.65-6.11).

CONCLUSIONS

Our findings suggest that poverty is a key policy lever that may mitigate the burden of ACE exposure. The findings of this study may be instructive for policymakers and program planners as they develop interventions to stop, reduce, or mitigate ACE exposure and the long-term impact of ACEs among children in rural America.

Prescription opioid misuse among African-American adults: A rural-urban comparison of prevalence and risk

BACKGROUND

Prescription opioid misuse (POM) remains a public health concern in the United States. Although the problem has been studied extensively, little research attention is paid to POM among African-Americans (AAs), and even fewer studies consider rural status in their analysis. The goal of this study, therefore, was to identify and compare prevalence and predictors of POM among rural and urban AA adults using data from a nationally representative sample.

METHODS

Using pooled data across five years (2012-2016) of the National Survey on Drug Use and Health, multivariate logistic regression models were estimated to determine which factors were associated with POM among AA adults.

RESULTS

Findings show that urban and rural AAs have comparable prevalence rates of POM, which is somewhat surprising given that POM often varies based on rural status. A number of factors (e.g., receiving government assistance, religiosity, smoking tobacco or marijuana, misuse of other prescription medications) were significantly correlated with POM for urban and rural AAs, while others (e.g., being age 50+, graduating high school, visiting an emergency department, being arrested, binge drinking) varied by rural status.

CONCLUSION

Results indicate that AA nonmedical prescription opioid users are not a monolith and have distinct demographic, clinical, and psychosocial profiles based on geographic region. Because AAs have been virtually ignored in the POM literature, our findings are an important step towards understanding POM among this understudied group. These results invite additional investigation into AA POM and encourage researchers to consider rural status in their analysis of POM among AAs.

Identifying Areas with Disproportionate Local Health Department Services Relative to Opioid Overdose, HIV and Hepatitis C Diagnosis Rates: A Study of Rural Illinois

Background: U.S. rural populations have been disproportionately affected by the syndemic of opioid-use disorder (OUD) and the associated increase in overdoses and risk of hepatitis C virus (HCV) and human immunodeficiency virus (HIV) transmission. Local health departments (LHDs) can play a critical role in the response to this syndemic. We utilized two geospatial approaches to identify areas of discordance between LHD service availability and disease burden to inform service prioritization in rural settings. Methods: We surveyed rural Illinois LHDs to assess their OUD-related services, and calculated county-level opioid overdose, HIV, and hepatitis C diagnosis rates. Bivariate choropleth maps were created to display LHD service provision relative to disease burden in rural Illinois counties. Results: Most rural LHDs provided limited OUD-related services, although many LHDs provided HIV and HCV testing. Bivariate mapping showed rural counties with limited OUD treatment and HIV services and with corresponding higher outcome/disease rates to be dispersed throughout Illinois. Additionally, rural counties with limited LHD-offered hepatitis C services and high hepatitis C diagnosis rates were geographically concentrated in southern Illinois. Conclusions: Bivariate mapping can enable geographic targeting of resources to address the opioid crisis and related infectious disease by identifying areas with low LHD services relative to high disease burden.

Prescription Drug Monitoring Programs and Opioid Overdoses: Exploring Sources of Heterogeneity

BACKGROUND

Prescription drug monitoring program are designed to reduce harms from prescription opioids; however, little is known about what populations benefit the most from these programs. We investigated how the relation between implementation of online prescription drug monitoring programs and rates of hospitalizations related to prescription opioids and heroin overdose changed over time, and varied across county levels of poverty and unemployment, and levels of medical access to opioids.

METHODS

Ecologic county-level, spatiotemporal study, including 990 counties within 16 states, in 2001-2014. We modeled overdose counts using Bayesian hierarchical Poisson models. We defined medical access to opioids as the county-level rate of hospital discharges for noncancer pain conditions.

RESULTS

In 2010-2014, online prescription drug monitoring programs were associated with lower rates of prescription opioid-related hospitalizations (rate ratio 2014 = 0.74; 95% credible interval = 0.69, 0.80). The association between online prescription drug monitoring programs and heroin-related hospitalization was also negative but tended to increase in later years. Counties with lower rates of noncancer pain conditions experienced a lower decrease in prescription opioid overdose and a faster increase in heroin overdoses. No differences were observed across different county levels of poverty and unemployment.

CONCLUSIONS

Areas with lower levels of noncancer pain conditions experienced the smallest decrease in prescription opioid overdose and the faster increase in heroin overdose following implementation of online prescription drug monitoring programs. Our results are consistent with the hypothesis that prescription drug monitoring programs are most effective in areas where people are likely to access opioids through medical providers.

Community Forums to Address the Opioid Crisis: An Effective Grassroots Approach to Rural Community Engagement

PURPOSE

With opioid overdose deaths on the rise in rural Minnesota and across the nation, the call for community-based grassroots efforts is stronger than ever. Recognizing that substance use prevention and recovery programming rely upon community resources, collaborative teams planned and implemented a series of nine community forums focused on opioid and heroin use across rural northeast Minnesota to educate and unite invested community members on the critical public health issue. This article examines the outcomes of the forums and the ingredients of a successful forum.

METHODS

Surveys were distributed at seven rural community forums to assess measures of growth in knowledge and awareness, as well as demographic characteristics of respondents.

FINDINGS

Forums planned by university faculty and community members were effective in increasing overall awareness and knowledge of the opioid crisis within each community. Forums that were rated more highly by attendees included speakers from varied professional backgrounds and integrated cultural strengths. Communities that planned forums together have reported increased collaboration to prevent and address substance use and increased community member engagement on local grassroots coalitions since the time of the forum.

CONCLUSIONS

Community forums have functioned as an effective grassroots approach to engaging rural community members in opioid use prevention and intervention efforts.

Rethinking Addiction

Addiction is a complex and challenging condition with many contributing factors. Although addictive behaviors appear to be individual choices, behavior alterations cannot be addressed successfully without considering characteristics of the physical and social environments in which individuals live, work, and play. Exposure to chronic psychosocial stressors and the physiological response of individuals to their external environment activates the brain's neuroendocrine hypothalamic-pituitary-adrenal axis, with profound conditioning effects on behavior. This brief synopsis describes the social determinants of health; examines the interconnectedness of the psychosocial environment, behavior, and subsequent health outcomes; discusses the environment's critical influence on brain plasticity, adaptation and functioning; and explores additional factors that complicate adolescent addiction. Because the environment is both a determinant of behavior and an opportunity for intervention, in the context of addictions, it is important to incorporate these factors in the analysis of risk and design of early interventions for prevention and amelioration of addiction.

Using Network and Spatial Data to Better Target Overdose Prevention Strategies in Rural Appalachia

This analysis uses network and spatial data to identify optimal individuals to target with overdose prevention interventions in rural Appalachia. Five hundred and three rural persons who use drugs were recruited to participate in the Social Networks among Appalachian People Study (2008-2010). Interviewer-administered surveys collected information on demographic characteristics, risk behaviors (including overdose history), network members, and residential addresses. We restricted the sample to individuals with at least one confirmed relationship to another study participant (N = 463). Using dyadic analyses (N = 1428 relationships), we identified relationship-level correlates of relationships with network members who have previously overdosed. We then examined individual- and network-level factors associated with (1) having at least one first-degree alter (i.e., network member) with a prior overdose and (2) each additional network member with a prior overdose (N = 463 study participants). Overall, 28% of the sample had previously overdosed and 57% were one-degree away from someone who previously overdosed. Relationships with those who had overdosed were characterized by closer residential proximity. Those with at least one network member who previously overdosed were more geographically central and occupied more central network positions. Further, the number of network members with an overdose history increased with decreasing distance to the town center, increasing network centrality, and prior enrollment in an alcohol detox program. Because fatal overdoses can be prevented through bystander intervention, these findings suggest that strategies that target more central individuals (both geographically and based on their network positions) and those who have previously enrolled in alcohol detox programs with overdose prevention training and naloxone may optimize intervention reach and have the potential to curb overdose fatalities in this region.

Opioid Prescribing Rates in Nonmetropolitan and Metropolitan Counties Among Primary Care Providers Using an Electronic Health Record System - United States, 2014-2017

Drug overdose is the leading cause of unintentional injury-associated death in the United States. Among 70,237 fatal drug overdoses in 2017, prescription opioids were involved in 17,029 (24.2%) (1). Higher rates of opioid-related deaths have been recorded in nonmetropolitan (rural) areas (2). In 2017, 14 rural counties were among the 15 counties with the highest opioid prescribing rates.* Higher opioid prescribing rates put patients at risk for addiction and overdose (3). Using deidentified data from the Athenahealth electronic health record (EHR) system, opioid prescribing rates among 31,422 primary care providers^† in the United States were analyzed to evaluate trends from January 2014 to March 2017. This analysis assessed how prescribing practices varied among six urban-rural classification categories of counties, before and after the March 2016 release of CDC's Guideline for Prescribing Opioids for Chronic Pain (Guideline) (4). Patients in noncore (the most rural) counties had an 87% higher chance of receiving an opioid prescription compared with persons in large central metropolitan counties during the study period. Across all six county groups, the odds of receiving an opioid prescription decreased significantly after March 2016. This decrease followed a flat trend during the preceding period in micropolitan and large central metropolitan county groups; in contrast, the decrease continued previous downward trends in the other four county groups. Data from EHRs can effectively supplement traditional surveillance methods for monitoring trends in opioid prescribing and other areas of public health importance, with minimal lag time under ideal conditions. As less densely populated areas appear to indicate both substantial progress in decreasing opioid prescribing and ongoing need for reduction, community health care practices and intervention programs must continue to be tailored to community characteristics.

Non-medical use of pharmaceutical opioids with and without other illicit substances in Australia: Prevalence and correlates

INTRODUCTION AND AIMS

To estimate the prevalence of non-medical use of pharmaceutical opioids and examine the socio-demographic, psychological, health and behavioural correlates and type of opioids used.

DESIGN AND METHODS

Data from the Australian National Drug Strategy Household Survey 2016 was used. The sample consisted of. 23 448 participants aged over 14 years (54% female). The key measure was opioid use status in the past year. Based on participants' responses to questions about their substance use in the past 12 months, they were grouped into four opioid use status: (i) No illicit substance use (ISU) and no non-medical use of pharmaceutical opioids (NMUPO); (ii) ISU but no NMUPO; (iii) NMUPO but no ISU; and (iv) NMUPO and ISU.

RESULTS

The prevalence non-medical pharmaceutical opioid use was 3.56%. Two-thirds of them engaged in NMUPO but no ISU; one-third engaged in NMUPO and ISU. Younger people were more likely to use pharmaceutical opioids in addition to other illicit drugs, while older people were more likely to only use pharmaceutical opioids. Alcohol risk and daily smoking were associated with using pharmaceutical opioids and other illicit drugs, but not with pharmaceutical opioids only. Those who reported only using pharmaceutical opioids were more likely to use over-the-counter codeine products.

DISCUSSION AND CONCLUSIONS

Over 700 000 Australian used pharmaceutical opioids for non-medical purpose. Among users, two-thirds used only opioids and one-third used opioids in addition to other illicit drugs. Profile of these two types of users were substantially different. Future prevention efforts targeting different type of opioids users may need to be optimised based on their profiles.

Longitudinal associations between food insecurity and substance use in a cohort of women with or at risk for HIV in the United States

BACKGROUND AND AIMS

Few longitudinal studies have examined the relationship between food insecurity and substance use. We aimed to investigate this relationship using longitudinal data among women with or at risk for HIV in the United States.

DESIGN

Women's Interagency HIV Study (WIHS), a prospective cohort study.

SETTING

Nine sites across the United States.

PARTICIPANTS

A total of 2553 women with or at risk for HIV.

MEASUREMENTS

Semi-annual structured interviews were conducted during April 2013-March 2016. Food security (FS) was the primary predictor, measured using the Household Food Security Survey Module. Outcomes were: any illicit substance use except cannabis; licit or illicit cannabis use; stimulant use (crack, cocaine, or methamphetamine); opioid use (heroin or methadone in a non-prescribed way); and prescription drug misuse (prescription narcotics, amphetamines, or tranquilizers in a non-prescribed way) since the last visit. We used multivariable logistic regression with random effects to examine longitudinal associations of current and previous FS with the outcomes simultaneously, adjusting for socio-demographic factors, HIV serostatus, physical health and health insurance.

FINDINGS

Average number of visits was 4.6. At baseline, 71% of participants were HIV-seropositive, 44% reported marginal, low, or very low FS, and 13% were using illicit substances. In adjusted analyses, current low and very low FS were significantly associated with 1.59 [95% confidence interval (CI) = 1.02, 2.46; P = 0.039] and 2.48 (95% CI = 1.52, 4.04; P < 0.001) higher odds of any illicit substance use, compared to high FS, and also with higher odds of cannabis, stimulant and opioid use, exhibiting a consistent dose-response relationship. Marginal, low, and very low FS at the previous visit were associated with 1.66 (95% CI = 1.08, 2.54; P = 0.020), 1.77 (95% CI = 1.14, 2.74; P = 0.011), and 2.28 (95% CI = 1.43, 3.64; P < 0.001) higher odds of current illicit substance use.

CONCLUSIONS

Food insecurity appears to be longitudinally associated with substance use among US women with or at risk for HIV.

Clinician identified barriers to treatment for individuals in Appalachia with opioid use disorder following release from prison: a social ecological approach

BACKGROUND

The non-medical use of opioids has reached epidemic levels nationwide, and rural areas have been particularly affected by increasing rates of overdose mortality as well as increases in the prison population. Individuals with opioid use disorder (OUD) are at increased risk for relapse and overdose upon reentry to the community due to decreased tolerance during incarceration. It is crucial to identify barriers to substance use disorder treatment post-release from prison because treatment can be particularly difficult to access in resource-limited rural Appalachia.

METHODS

A social ecological framework was utilized to examine barriers to community-based substance use treatment among individuals with OUD in Appalachian Kentucky following release from prison. Semi-structured qualitative interviews with 15 social service clinicians (SSCs) employed by the Department of Corrections were conducted to identify barriers at the individual, interpersonal, organizational/institutional level, community, and systems levels. Two independent coders conducted line-by-line coding to identify key themes.

RESULTS

Treatment barriers were identified across the social ecological spectrum. At the individual-level, SSCs highlighted high-risk drug use and a lack of motivation. At the interpersonal level, homogenous social networks (i.e., homophilious drug-using networks) and networks with limited treatment knowledge inhibited treatment. SSC's high case load and probation/parole officer's limited understanding of treatment were organizational/institutional barriers. Easy access to opioids, few treatment resources, and a lack of community support for treatment were barriers at the community level. SSC's noted system-level barriers such as lack of transportation options, cost, and uncertainty about the implementation of the Affordable Care Act.

CONCLUSIONS

More rural infrastructure resources as well as additional education for family networks, corrections staff, and the community at large in Appalachia are needed to address barriers to OUD treatment. Future research should examine barriers from the perspective of other key stakeholders (e.g., clients, families of clients) and test interventions to increase access to OUD treatment.

Diminished Trust of Healthcare Providers, Risky Lifestyle Behaviors, and Low Use of Health Services: A Descriptive Study of Rural Adolescents

The purpose of our study was to determine the extent to which individual characteristic variables predict trust of healthcare provider (HCP), lifestyle behaviors, and use of health services among adolescents attending public high school in rural Indiana. The sample included 224 individuals surveyed in 9th grade or 12th grade required courses. Trust of HCP and lifestyle behaviors were predicted using hierarchical multiple regression; number of HCP visits and emergency department (ED) visits in the past 12 months were predicted using negative binomial regression. This sample of adolescents living in a rural area reported riskier lifestyle behaviors than another sample of adolescents, lower trust of HCP than adults in general, and fewer HCP and ED visits than adolescents in general. Our study supports the need for school-based health services in rural areas and the opportunity for school nurses to act as care coordinators for marginalized youth.

Depression in a depressed area: Deservingness, mental illness, and treatment in the contemporary rural U.S

People with mental illness face public scrutiny that provokes questions about their ability to cope, membership in society, and entitlement to state support. Less attention has been focused on how such scrutiny occurs at the community level, particularly when shared economic distress has generated a high burden of poor mental health. We employ theorizations of health-related deservingness to examine the local moral economies through which residents of an economically depressed area question who deserves to be depressed, how those with depression should cope, and what forms of treatment are sincere. Drawing on a multi-phase study (2014-2016) in Appalachian Kentucky, we analyze interviews conducted with women with depression and the health practitioners who work with them. In the rural U.S., the dim economy and scarce healthcare resources are attributed to exclusion from broader society. Naturalized as a moral response for enduring dead-end jobs and poverty, participants described how depression coping can positively demonstrate individuals' commitment to providing for their families and mobility. However, when individuals are perceived to use depression diagnoses to access state entitlements or obtain medication as a "quick fix" that facilitates substance use, area residents question the veracity of symptoms and argue that treatment-seeking is insincere. In this way, rural moral concepts about work, entitlement, and self-sufficiency become embedded in contemporary ideas about mental health and its treatment. The tempered normalization of depression may offer possibilities for decreasing stigma and engendering conversations about patterned exclusions of rural Americans from broader U.S. prosperity. However, tense moral meanings about depression coping reveal both deepening and emergent social inequalities within rural communities. Attending to local moral economies that shape mental health deservingness is critical to understanding the complex overlaps and intersections between state, community, and family discourses.

A hidden aspect of the U.S. opioid crisis: Rise in first-time treatment admissions for older adults with opioid use disorder

BACKGROUND

Older adults with opioid use disorder (OUD) are a medically complex population. The current study evaluated trends in older adults seeking treatment for OUD, with a focus on primary heroin versus prescription opioid use. This study also compared older adults with OUD to the younger OUD population on demographics and drug use behaviors.

METHODS

Publicly available data from state-certified addiction treatment centers were collected via the Treatment Episode Data Set - Admissions (TEDS-A) between 2004-2015. This study utilized Joinpoint Regression to conduct a cross-sectional, longitudinal analysis of trends in first-time treatment admissions for OUD in adults 55 and older (older adults; n = 400,421) versus adults under the age of 55 (n = 7,795,839). Given the rapid increase in older adults seeking treatment for OUD between 2013-2015, secondary outcomes include changes in demographics and drug use between 2012 (as a baseline year) and 2015.

RESULTS

The proportion of older adults seeking treatment for OUD rose steadily between 2004-2013 (41.2% increase; p-trend = 0.046), then rapidly between 2013-2015 (53.5% increase; p-trend = 0.009). The proportion of older adults with primary heroin use more than doubled between 2012-2015 (p < 0.001); these individuals were increasingly male (p < 0.001), African American (p < 0.001), and using via the intranasal route of administration (p < 0.001).

CONCLUSIONS

There has been a recent surge in older adults seeking treatment for OUD, particularly those with primary heroin use. Specialized treatment options for this population are critically needed, and capacity for tailored elder care OUD treatments will need to increase if these trends continue.

Opioid Discussion in the Twittersphere

BACKGROUND

The rise in opioid use and overdose has increased the importance of improving data collection methods for the purpose of targeting resources to high-need populations and responding rapidly to emerging trends.

OBJECTIVE

To determine whether Twitter data could be used to identify geographic differences in opioid-related discussion and whether opioid topics were significantly correlated with opioid overdose death rate.

METHODS

We filtered approximately 10 billion tweets for keywords related to opioids between July 2009 and October 2015. The content of the messages was summarized into 50 topics generated using Latent Dirchlet Allocation, a machine learning analytic tool. The correlation between topic distribution and census region, census division, and opioid overdose death rate were quantified.

RESULTS

We evaluated a tweet cohort of 84,023 tweets from 72,211 unique users across the US. Unique opioid-related topics were significantly correlated with different Census Bureau divisions and with opioid overdose death rates at the state and county level. Drug-related crime, language of use, and online drug purchasing emerged as themes in various Census Bureau divisions. Drug-related crime, opioid-related news, and pop culture themes were significantly correlated with county-level opioid overdose death rates, and online drug purchasing was significantly correlated with state-level opioid overdoses.

CONCLUSIONS

Regional differences in opioid-related topics reflect geographic variation in the content of Twitter discussion about opioids. Analysis of Twitter data also produced topics significantly correlated with opioid overdose death rates. Ongoing analysis of Twitter data could provide a means of identifying emerging trends related to opioids.

Trends in non-medical prescription opioids and heroin co-use among adults, 2003-2014

BACKGROUND

Patterns in non-medical prescription opioid (NMPO) and heroin use have recently shifted, with evidence that NMPO-only users transition to NMPO and heroin co-use. Co-use is associated with increased risk of morbidity and overdose, highlighting the need for further investigation. This study aims to quantify, describe, and explore trends in co-use.

METHODS

Using data from the 2003-2014 National Surveys on Drug Use and Health, we compared co-use to NMPO- and heroin-only use across demographic, substance use and mental health characteristics with chi-squared tests. Logistic regression models assessed trends in opioid use overall, and among co-users.

RESULTS

From 2003 to 2014, the prevalence of all opioid use (NMPO-only, heroin-only, and co-use) and NMPO-only use decreased 6.08% (p < 0.01) and 4.65% (p < 0.001), respectively, while prevalence of heroin-only use increased 21.32% (non-significant). Co-use increased 248.17% (p < 0.001) overall, and did so in all demographic, substance use, and mental health groups. Demographic, substance use, and mental health characteristics of co-users were more similar to the heroin-only group than to NMPO-only. The highest co-use prevalence was among those: without health insurance (8.72%), aged 26-34 (9.76%), reporting unemployment (12.08%), and with a major depressive episode, psychological distress, and who illicitly use or abuse drugs other than opioids or marijuana in the past year (9.33%, 10.75%, 11.87%, and 16.81%, respectively).

DISCUSSION

The increased prevalence of co-use and differences across demographic, substance use, and mental health characteristics highlight the need for targeted prevention and response interventions for this emerging, high-risk group.

Correlates of specialty substance use treatment among adults with opioid use disorders

AIMS

To identify factors associated with the receipt of specialty substance use treatment among adults with opioid use disorders (OUD).

DESIGN

Cross-sectional study based on 2010-2014 National Surveys on Drug Use and Health (NSDUH).

SETTING AND PARTICIPANTS

Adults with a past-year OUD (n = 2488). The sample is representative of non-institutionalized US adults.

MEASUREMENTS

Past-year OUD was determined using DSM-IV criteria. Past-year specialty substance use treatment was defined as receiving treatment for drug use at any of the following locations: rehabilitation facilities, hospitals (inpatient only), outpatient mental health centers, private doctors' offices, or methadone clinics. Multivariable logistic regression models were used to measure the independent association between potential correlates and specialty substance use treatment receipt.

FINDINGS

Of adults with an OUD, 8.3% received past-year specialty substance use treatment. In a fully adjusted logistic regression model, the following factors were associated with increased odds of receiving specialty substance use treatment: ≥ 35 years old (adjusted Odds Ratio (aOR) = 2.55, 95% Confidence Interval (CI) = 1.04-6.26); unemployment (aOR = 1.92, 95% CI = 1.02-3.61); not in the labor force (aOR = 2.16, 95% CI = 1.15-4.06); never been married (aOR = 2.14, 95% CI = 1.04-4.39); arrested in past 12 months (aOR = 4.43, 95% CI = 2.45-7.99); opioid dependence (aOR = 3.82, 95% CI = 2.06-7.10); alcohol use disorder (aOR = 2.44, 95% CI = 1.44-4.11); and another drug use disorder (aOR = 3.22, 95% CI = 1.95-5.32). Living in a non-metropolitan county (aOR = 0.29, 95% CI = 0.12-0.68) and fair/poor health (aOR = 0.38, 95% CI = 0.17-0.86) were associated with decreased odds of receiving specialty substance use treatment.

CONCLUSIONS

These findings suggest a need for the following efforts: strategies to increase individuals' recognition of their need for OUD treatment, expansion of insurance coverage for substance use treatment, expansion of earlier intervention services, adoption of a chronic care approach to substance use treatment, and an expansion of treatment capacity for rural communities.

Estimated Prevalence of Opioid Use Disorder in Massachusetts, 2011-2015: A Capture-Recapture Analysis

OBJECTIVES

To estimate the annual prevalence of opioid use disorder (OUD) in Massachusetts from 2011 to 2015.

METHODS

We performed a multisample stratified capture-recapture analysis to estimate OUD prevalence in Massachusetts. Individuals identified from 6 administrative databases for 2011 to 2012 and 7 databases for 2013 to 2015 were linked at the individual level and included in the analysis. Individuals were stratified by age group, sex, and county of residence.

RESULTS

The OUD prevalence in Massachusetts among people aged 11 years or older was 2.72% in 2011 and 2.87% in 2012. Between 2013 and 2015, the prevalence increased from 3.87% to 4.60%. The greatest increase in prevalence was observed among those in the youngest age group (11-25 years), a 76% increase from 2011 to 2012 and a 42% increase from 2013 to 2015.

CONCLUSIONS

In Massachusetts, the OUD prevalence was 4.6% among people 11 years or older in 2015. The number of individuals with OUD is likely increasing, particularly among young people.

Longitudinal associations between youth tobacco and substance use in waves 1 and 2 of the Population Assessment of Tobacco and Health (PATH) Study

BACKGROUND

While evidence suggests bidirectional associations between cigarette use and substance (alcohol or drug) use, how these associations are reflected across the range of currently available tobacco products is unknown. This study examined whether ever tobacco use predicted subsequent substance use, and ever substance use predicted subsequent tobacco use among 11,996 U.S. youth (12-17 years) from Waves 1 (2013-2014) and 2 (2014-2015) of the Population Assessment of Tobacco and Health (PATH) Study.

METHODS

Ever use of cigarettes, e-cigarettes, traditional cigars, cigarillos, filtered cigars, pipe, hookah, snus pouches, smokeless tobacco excluding snus pouches, dissolvable tobacco, bidis, kreteks, alcohol, marijuana, prescription drugs, and other drugs (cocaine and other stimulants, heroin, inhalants, solvents, and hallucinogens) was assessed at Wave 1 followed by past 12-month use assessments at Wave 2. The analyses included covariates (demographics, mental health, sensation seeking, prior use) to mitigate confounding.

RESULTS

Ever tobacco use predicted subsequent substance use. The magnitude of the associations was lowest for alcohol, higher for marijuana, and highest for other drugs. Ever substance use also predicted subsequent tobacco use. Specifically, ever alcohol, marijuana, and non-prescribed Ritalin/Adderall use predicted tobacco-product use. Ever e-cigarette and cigarette use exclusively and concurrently predicted subsequent any drug (including and excluding alcohol) use. E-cigarette and cigarette use associations in the opposite direction were also significant; the strongest associations were observed for exclusive cigarette use.

CONCLUSION

Tobacco and substance use prevention efforts may benefit from comprehensive screening and interventions across tobacco products, alcohol, and drugs, and targeting risk factors shared across substances.

Negotiating the Interpretation of Depression Shared Among Kin

Kinship processes contribute to the experience and interpretation of depression-generating empathy as well as silencing. We explore intersubjective experiences of depression among kin with the aim of understanding how depression can reveal kinship expectations and evolving concepts of distress. In interviews with 28 low-income rural Appalachian women about their depression, participants articulated depression as a social process that neither starts nor ends in themselves. Yet kinship obligations to recognize family members' depression limited women's ability to admit distress, let alone request care. The intersubjective experience of depression among kin can challenge the individual expression of distress.

Examining patterns in opioid prescribing for non-cancer-related pain in Wales: preliminary data from a retrospective cross-sectional study using large datasets

Objectives

To examine trends in strong opioid prescribing in a primary care population in Wales and identify if factors such as age, deprivation and recorded diagnosis of depression or anxiety may have influenced any changes noted.

Design

Trend, cross-sectional and longitudinal analyses of routine data from the Primary Care General Practice database and accessed via the Secure Anonymised Information Linkage (SAIL) databank.

Setting

A total of 345 Primary Care practices in Wales.

Participants

Anonymised records of 1,223,503 people aged 18 or over, receiving at least one opioid prescription between 1 January 2005 and 31 December 2015 were analysed. People with a cancer diagnosis (10.1%) were excluded from the detailed analysis.

Results

During the study period, 26,180,200 opioid prescriptions were issued to 1,223,503 individuals (55.9% female, 89.9% non-cancer diagnoses). The greatest increase in annual prescribing was in the 18-24 age group (10,470%), from 0.08 to 8.3 prescriptions/1000 population, although the 85+ age group had the highest prescribing rates across the study period (from 149.9 to 288.5 prescriptions/1000 population). The number of people with recorded diagnoses of depression or anxiety and prescribed strong opioids increased from 1.2 to 5.1 people/1000 population (328%). The increase was 366.9% in areas of highest deprivation compared to 310.3 in the least. Areas of greatest deprivation had more than twice the rate of strong opioid prescribing than the least deprived areas of Wales.

Conclusion

The study highlights a large increase in strong opioid prescribing for non-cancer pain, in Wales between 2005 and 2015. Population groups of interest include the youngest and oldest adult age groups and people with depression or anxiety particularly if living in the most deprived communities. Based on this evidence, development of a Welsh national guidance on safe and rational prescribing of opioids in chronic pain would be advisable to prevent further escalation of these medicines.

Summary points

This is the first large-scale, observational study of opioid prescribing in Wales.Over 1 million individual, anonymised medical records have been searched in order to develop the study cohort, thus reducing recall bias.Diagnosis and intervention coding in the Primary Care General Practice database is limited at input and may lead to under-reporting of diagnoses.There are limitations to the data available through the Secure Anonymised Information Linkage databank because anonymously linked dispensing data (what people collect from the pharmacy) are not currently available. Consequently, the results presented here could be seen as an 'intention to treat' and may under- or overestimate what people in Wales actually consume.

Characteristics of Prescription-Opioid-Impaired and Other Substance-Impaired Drivers in Rural Appalachian Kentucky

Previous studies have highlighted the prescription opioid epidemic in rural Appalachia and its associated risk behaviors; however, no studies have examined prescription-opioid-impaired driving as a consequence of this epidemic. The purpose of the present study was to describe prescription-opioid-impaired drivers in rural Appalachian Kentucky and examine how they are similar to and different from other substance-impaired drivers from the region. A sample of convicted DUI offenders from rural Appalachian Kentucky completed a confidential research interview focused on their substance use, mental health, and criminal activity. Prescription-opioid-impaired drivers (n = 33) were compared to other drug-impaired drivers (n = 29) and to alcohol-only-impaired drivers (n = 44). Overall, prescription-opioid-impaired drivers had a similar prevalence of illicit substance use and criminal activity, including impaired driving frequency, to other drug-impaired drivers, but had a higher prevalence of illicit substance use and more frequent impaired driving when compared to alcohol-only-impaired drivers. Study implications include the importance of comprehensive substance abuse assessment and treatment for DUI offenders and the need for tailored interventions for prescription-opioid-impaired and other drug-impaired drivers.

The Intersection of Residence, Community Vulnerability, and Premature Mortality

PURPOSE

Rural communities often experience higher rates of mortality than their urban counterparts, with gaps widening in the foreseeable future. However, the underlying level of socioeconomic vulnerability (area deprivation) among rural communities can vary widely. This study examines rural-urban differences in mortality-related outcomes within comparable levels of deprivation.

METHODS

Rural-urban differences in Years of Potential Life Lost (YPLL), derived from the County Health Rankings, were examined across comparable levels of area deprivation using a quantile regression approach. Rural-urban differences in YPLL were estimated at the 10th, 25th, 50th, 75th, and 90th percentiles across levels of deprivation.

FINDINGS

Compared to the reference population (urban counties/least deprived) a clear increase in YPLL among both rural and urban counties was noted across levels of deprivation, with the highest level of YPLL occurring in counties with the most deprivation. While YPLL increased across levels of deprivation, the magnitude of these differences was markedly higher in rural counties compared to urban, particularly among the most deprived counties. Rural counties experienced an advantage at the lowest percentiles and levels of deprivation. However, this advantage quickly deteriorated, revealing significant rural disparities at the highest level of deprivation.

CONCLUSIONS

This study noted a differential effect in mortality-related outcomes among rural counties within comparable levels of community deprivation. Findings contribute to evidence that many, but not all rural communities face a double disadvantage. This underscores the need for a continued focus on the development and implementation of multiple policies aimed at reducing differences in poverty, education, and access to care.

Pharmacists' knowledge, support, and perceived roles associated with providing naloxone in the community

INTRODUCTION

Prior to the Michigan naloxone standing order legislation, a sample of Michigan pharmacists was surveyed to (1) identify gaps in knowledge regarding naloxone: (2) assess supportive attitudes towards the standing order and; (3) determine perceived pharmacist roles when providing naloxone.

METHODS

A 37-item survey was emailed to Michigan Pharmacist Association members (n = 2757), July to August 2016. Responses to knowledge, supportive attitude, and perceived roles items were analyzed using descriptive statistics and logistic regression. Significance set at p < 0.05.

RESULTS

The useable response was 8% (n = 211), 92% white, 54% female, aged 46.5 ± 14.6 years. Knowledge: Eighty-five percent (179/211) agreed laypersons can administer naloxone. Sixty-four percent could identify an opioid overdose and 74% agreed with required pharmacist naloxone education; yet 20% had education. Supportive attitude: Eighty-seven percent (184/211) supported the standing order. Perceived role: Fifty-six percent agreed with responsibility for following patients after providing naloxone. Predictors of agreement were rural practice location (OR = 2.5; 95% CI 1.2-5.0, p = 0.01), and requiring naloxone education (OR = 3.0; 95% CI 1.3-6.8, p = 0.007). Having a Doctor of Pharmacy versus a Bachelor of Science Pharmacy degree decreased odds of agreement by 43.5% (OR = 0.435; 95% CI 0.221-0.857, p = 0.016).

DISCUSSION

Timing of survey may explain the low number of trained respondents. The increased willingness of BS Pharmacists to follow patients may reflect longer practice and closer community ties. Limitations include low generalizability and small sample.

CONCLUSION

A small representative sample of Michigan pharmacists is knowledgeable regarding naloxone and has supportive attitudes towards the standing order.

A descriptive analysis of drugged driving among rural DUI offenders

OBJECTIVE

Although driving under the influence (DUI) arrests occur at higher rates in rural areas and previous studies have shown more extensive drug use histories, little is known about how this relates to the prevalence and frequency of drugged driving. The present study examined drug use and drugged driving patterns among a sample of rural DUI offenders.

METHODS

Convicted rural DUI offenders (N = 118) completed a one-time, confidential research interview focused on drug use and drugged driving. A descriptive analysis was performed to examine the lifetime and past-year prevalence and frequency of drugged driving while under the influence of different drugs.

RESULTS

Approximately three fourths of the sample (77%) reported driving after illicit drug use in their lifetime and more than half of the sample (60%) reported doing so in the past year. Similar percentages of lifetime (86%) and past-year (81%) illicit drug users reported driving under the influence of at least one illicit drug. Illicit drug users reported a median of 240 lifetime and 16 past-year drugged driving episodes. Among those who reported ever driving after illicit drug use, marijuana (65%), prescription opioids (49%), and sedatives/tranquilizers/barbiturates (45%) were the most prevalent drugs involved in participants' drugged driving episodes.

CONCLUSIONS

Findings suggest that rural DUI offenders have extensive illicit drug use histories and frequently engage in drugged driving, posing a significant threat to public safety. Additional research on the characteristics of rural drugged drivers and their drug use and driving patterns is needed to inform the development of targeted interventions.

Facilitating community partnerships to reduce opioid overdose: An engaged department initiative

BACKGROUND

The opioid crisis is a major public health priority for most United States communities and requires multi-disciplinary and multi-pronged approaches. Despite this, there is considerable unfulfilled potential for engagement of academic pharmacy with community partners to form mutually-beneficial relationships.

OBJECTIVES

This study sought to determine how an opioid-focused Engaged Department Initiative might increase partnerships with rural community members and positively impact faculty teaching, service, practice and research while addressing a critical public health crisis in northern Minnesota.

METHODS

A multidisciplinary department at a College of Pharmacy participated in an 18-month Engaged Department Initiative focused on building community partnerships to address the opioid crisis in rural communities of northern Minnesota. This initiative included internal, departmental-specific components, as well as external components focused on meeting opioid-related needs in the community.

RESULTS

This initiative resulted in statistically significant increases in faculty understanding of and appreciation for community engagement, as well as the creation of impactful community-led programming focused on prevention and intervention of opioid use disorder. The community partnerships that were formed and strengthened throughout the Engaged Department Initiative have led to continuing opioid-related engagement activities with an ever-increasing number of surrounding communities.

CONCLUSION

An Engaged Department process allowed one department to bring a higher level of attention to community engagement to the entire College of Pharmacy and to incorporate goals and initiatives related to community engagement into a new collegiate strategic plan.

Community pharmacies as access points for addiction treatment

BACKGROUND

There is growing interest in utilizing community pharmacies to support opioid abuse prevention and addiction treatment efforts. However, it is unknown whether the placement of community pharmacies is conducive to taking on such a role.

OBJECTIVE

To examine the distribution of community pharmacies in Wisconsin and its relationship with the location of addiction treatment facilities and opioid-related overdose events in rural and urban areas.

METHODS

The total number of opioid-related overdose deaths and crude death rates per 100,000 population were determined for each county in Wisconsin. Substance abuse treatment facilities were identified in each county to estimate access to formal addiction treatment. A list of pharmacies in the state was screened to identify community pharmacies in each county. Descriptive statistics and Pearson correlation coefficients were used to describe the distribution of and relationships between county-level opioid-related overdose death rates and the number of treatment facilities and community pharmacies in the state.

RESULTS

Wisconsin has 72 counties, of which 45 (62.5%) are classified as rural. Although the number of opioid-related overdose deaths was highly concentrated in urban areas, crude death rates per 100,000 population were similar in urban and rural areas. Rural counties were significantly less likely to have formal substance abuse treatment facilities (r = -.42, P = .00) or community pharmacies (r = -.44, P = .00) compared to urban counties. However, community pharmacies were more prevalent and more likely to be located in rural counties with higher rates of opioid-related overdose deaths than substance abuse treatment facilities. All but 1 of the 14 counties without a formal substance abuse treatment facility had access to 1 or more community pharmacies.

CONCLUSIONS

Community pharmacies are ideally located in areas that could be used to support medication-assisted addiction treatment efforts, particularly in rural areas lacking formal substance abuse treatment facilities.

A scoping review of opioid misuse in the rural United States

INTRODUCTION

This study is a scoping review of the original research literature onthe misuse of opioids in the rural United States (US) and maps theliterature of interest to address the question: What does theoriginal research evidence reveal about the misuse of opioids inrural US communities?

METHODS

This study used a modified preferred reporting items for systematicreviews and meta-analyses (PRISMA) approach which is organized byfive distinct elements or steps: beginning with a clearly formulatedquestion, using the question to develop clear inclusion criteria toidentify relevant studies, using an approach to appraise the studiesor a subset of the studies, summarizing the evidence using anexplicit methodology, and interpreting the findings of the review.

RESULTS

The initial search yielded 119 peer reviewed articles and aftercoding, 41 papers met the inclusion criteria. Researcher generatedsurveys constituted the most frequent source of data. Most studieshad a significant quantitative dimension to them. All the studieswere observational or cross-sectional by design.

CONCLUSIONS

This analysis found an emerging research literature that hasgenerated evidence supporting the claim that rural US residents andcommunities suffer a disproportionate burden from the misuseof opioidscompared to their urban or metropolitan counterparts.

Public support for safe consumption sites and syringe services programs to combat the opioid epidemic

We examine Americans' support for two evidence-based harm reduction strategies - safe consumption sites and syringe exchange programs - and their attitudes about individuals who use opioids. We conducted a web-based survey of a nationally representative sample of U.S. adults in July-August 2017 (N = 1004). We measured respondents' support for legalizing safe consumption sites and syringe services programs in their communities and their attitudes toward people who use opioids. We used ordered logistic regression to assess how stigmatizing attitudes toward people who use opioids, political party identification, and demographic characteristics correlated with support for the two harm reduction strategies. Twenty-nine percent of Americans supported legalizing safe consumption sites and 39% supported legalizing syringe services programs. Respondents reported high levels of stigmatizing attitudes toward people who use opioids: 16% of respondents were willing to have a person using opioids marry into their family and 28% were willing to have a person using opioids start working closely with them on a job, and 27% and 10% of respondents rated persons who use opioids as deserving (versus worthless) and strong (versus weak). Stigmatizing attitudes were associated with lower support for legalizing safe consumption sites and syringe services programs. Democrats and Independents were more likely than Republicans to support both strategies. Stigmatizing attitudes toward people who use opioids are a key modifiable barrier to garnering the public support needed to fully implement evidence-based harm reduction strategies to combat the opioid epidemic. Dissemination and evaluation of stigma reduction campaigns are a public health priority.

Latent Risk Subtypes Based on Injection and Sexual Behavior Among People Who Inject Drugs in Rural Puerto Rico

BACKGROUND

People who inject drugs (PWID) in Puerto Rico engage in high levels of injection and sexual risk behavior, and they are at high risk for HIV and hepatitis C (HCV) infection, relative to their US counterparts. Less is known, however, about the clustering of risk behavior conducive to HIV and HCV infection among rural Puerto Rican communities.

OBJECTIVES

The purpose of this study was to examine concurrent injection and sexual risk subtypes among a rural sample of PWID in Puerto Rico.

METHODS

Data were drawn from a respondent-driven sample collected in 2015 of 315 PWID in 4 rural communities approximately 30-40 miles from San Juan. Latent class analysis (LCA) was used to examine risk subtypes using 3 injection and 3 sexual risk indicators. In addition, demographic and other PWID characteristics were examined as possible predictors of latent class membership.

RESULTS

Four LCA subtypes were identified: low risk (36%), high injection/low sexual risk (22%), low injection/high sexual risk (20%), and high risk (22%). Younger age and past year homelessness predicted high risk latent class membership, relative to the other classes. In addition, daily speedball use predicted membership in the high injection/low sexual risk class, relative to the low risk and low injection/high sexual risk classes.

CONCLUSION/IMPORTANCE

The findings suggest ways in which PWID risk clusters can be identified for targeted interventions.

Association of Chronic Opioid Use With Presidential Voting Patterns in US Counties in 2016

IMPORTANCE

The causes of the opioid epidemic are incompletely understood.

OBJECTIVE

To explore the overlap between the geographic distribution of US counties with high opioid use and the vote for the Republican candidate in the 2016 presidential election.

DESIGN, SETTING, AND PARTICIPANTS

A cross-sectional analysis to explore the extent to which individual- and county-level demographic and economic measures explain the association of opioid use with the 2016 presidential vote at the county level, using rate of prescriptions for at least a 90-day supply of opioids in 2015. Medicare Part D enrollees (N = 3 764 361) constituting a 20% national sample were included.

MAIN OUTCOMES AND MEASURES

Chronic opioid use was measured by county rate of receiving a 90-day or greater supply of opioids prescribed in 2015.

RESULTS

Of the 3 764 361 Medicare Part D enrollees in the 20% sample, 679 314 (18.0%) were younger than 65 years, 2 283 007 (60.6%) were female, 3 053 688 (81.1%) were non-Hispanic white, 351 985 (9.3%) were non-Hispanic black, and 198 778 (5.3%) were Hispanic. In a multilevel analysis including county and enrollee, the county of residence explained 9.2% of an enrollee's odds of receiving prolonged opioids after adjusting for individual enrollee characteristics. The correlation between a county's Republican presidential vote and the adjusted rate of Medicare Part D recipients receiving prescriptions for prolonged opioid use was 0.42 (P < .001). In the 693 counties with adjusted rates of opioid prescription significantly higher than the mean county rate, the mean (SE) Republican presidential vote was 59.96% (1.73%), vs 38.67% (1.15%) in the 638 counties with significantly lower rates. Adjusting for county-level socioeconomic measures in linear regression models explained approximately two-thirds of the association of opioid rates and presidential voting rates.

CONCLUSIONS AND RELEVANCE

Support for the Republican candidate in the 2016 election is a marker for physical conditions, economic circumstances, and cultural forces associated with opioid use. The commonly used socioeconomic indicators do not totally capture all of those forces.