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1.
J Opioid Manag ; 20(2): 119-132, 2024.
Article in English | MEDLINE | ID: mdl-38700393

ABSTRACT

BACKGROUND: To determine if marijuana legalization was associated with reduced opioid mortality. STUDY DESIGN: The United States (US) opioid mortality trend during the 2010-2019 decade was compared in states and District of Columbia (jurisdictions) that had implemented marijuana legalization with states that had not. Acceleration of opioid mortality during 2020, the first year of the coronavirus disease 2019 (COVID-19) pandemic, was also compared in recreational and medicinal-only legalizing jurisdictions. METHODS: Joinpoint methodology was applied to the Centers for Disease Control and Prevention WONDER data. Trends in legalizing jurisdictions were cumulative aggregates. RESULTS: The overall opioid and fentanyl death rates and the percentage of opioid deaths due to fentanyl increased more during 2010-2019 in jurisdictions that legalized marijuana than in those that did not (pairwise comparison p = 0.007, 0.05, and 0.006, respectively). By 2019, the all-opioid and fentanyl death rates were 44 and 50 percent greater in the legalizing than in the nonlegalizing jurisdictions, respectively. When the COVID-19 pandemic hit in 2020, jurisdictions that implemented recreational marijuana legalization before 2019 had significantly greater increases in both overall opioid and fentanyl death rates than jurisdictions with medicinal-only legalization. For all-opioids, the mean (95 percent confidence interval) 2019-to-2020 increases were 46.5 percent (36.6, 56.3 percent) and 29.1 percent (20.2, 37.9 percent), respectively (p = 0.02). For fentanyl, they were 115.6 percent (80.2, 151.6 percent) and 55.4 percent (31.6, 79.2 percent), respectively (p = 0.01). CONCLUSIONS: During the past decade, marijuana legalization in the US was associated at the jurisdiction level with a greater acceleration in opioid death rate. An even greater increase in opioid mortality occurred in recreational-legalizing jurisdictions with the onset of the COVID-19 pandemic. Marijuana legalization is correlated with worsening of the US opioid epidemic.


Subject(s)
Analgesics, Opioid , COVID-19 , Humans , COVID-19/mortality , COVID-19/epidemiology , COVID-19/prevention & control , United States/epidemiology , Analgesics, Opioid/adverse effects , Fentanyl/adverse effects , Legislation, Drug/trends , Opioid-Related Disorders/mortality , Opioid-Related Disorders/epidemiology , Pandemics , Opiate Overdose/mortality , Opiate Overdose/epidemiology , Medical Marijuana
2.
CJEM ; 26(5): 349-358, 2024 May.
Article in English | MEDLINE | ID: mdl-38704790

ABSTRACT

PURPOSE: We utilized quality improvement (QI) approaches to increase emergency department (ED) provider engagement with research participant enrollment during the opioid crisis and coronavirus disease (COVID-19) pandemic. The context of this work is the Evaluating Microdosing in the Emergency Department (EMED) study, a randomized trial offering buprenorphine/naloxone to ED patients through randomization to standard or microdosing induction. Engaging providers is crucial for participant recruitment to our study. Anticipating challenges sustaining long-term engagement after a 63% decline in provider referrals four months into enrollments, we applied Plan-Do-Study-Act (PDSA) cycles to develop and implement an engagement strategy to increase and sustain provider engagement by 50% from baseline within 9 months. METHODS: Our engagement strategy was centered on Coffee Carts rounds: 5-min study-related educational presentations for providers on shift; and a secondary initiative, a Suboxone Champions program, to engage interested providers as study-related peer educators. We used provider referrals to our team as a proxy for study engagement and report the percent change in mean weekly referrals across two PDSA cycles relative to our established referral baseline. RESULTS: A QI approach afforded real-time review of interventions based on research and provider priorities, increasing engagement via mean weekly provider referrals by 14.5% and 49% across two PDSA cycles relative to baseline, respectively. CONCLUSIONS: Our Coffee Carts and Suboxone Champions program are efficient, low-barrier, educational initiatives to convey study-related information to providers. This work supported our efforts to maximally engage providers, minimize burden, and provide life-saving buprenorphine/naloxone to patients at risk of fatal overdose.


RéSUMé: BUT: Nous avons utilisé des approches d'amélioration de la qualité (AQ) pour accroître l'engagement des fournisseurs des services d'urgence (SU) avec l'inscription des participants à la recherche pendant la crise des opioïdes et la pandémie de maladie à coronavirus (COVID-19). Le contexte de ce travail est l'étude Evaluating Microdosing in the Emergency Department (EMED), un essai randomisé offrant de la buprénorphine/naloxone aux patients aux urgences par randomisation à l'induction standard ou au microdosage. L'engagement des fournisseurs est crucial pour le recrutement des participants à notre étude. En anticipant les difficultés à maintenir un engagement à long terme après une baisse de 63 % des recommandations de fournisseurs quatre mois après les inscriptions, nous avons appliqué le Plan-Do-Study-Act (PDSA) cycles d'élaboration et de mise en œuvre d'une stratégie d'engagement visant à accroître et à maintenir l'engagement des fournisseurs de 50 % par rapport au niveau de référence dans les neuf mois. MéTHODES: Notre stratégie de mobilisation était axée sur les tournées de Coffee Carts : des présentations éducatives de cinq minutes sur l'étude pour les fournisseurs sur le quart de travail; et une initiative secondaire, un programme Suboxone Champions, pour mobiliser les fournisseurs intéressés en tant que pairs éducateurs liés à l'étude. Nous avons utilisé les recommandations des fournisseurs à notre équipe comme indicateur de la participation à l'étude et nous avons signalé le pourcentage de changement dans les recommandations hebdomadaires moyennes pour deux cycles PDSA par rapport à notre base de référence établie. RéSULTATS: Une approche d'AQ a permis d'examiner en temps réel les interventions en fonction des priorités de la recherche et des fournisseurs, ce qui a augmenté l'engagement par l'intermédiaire des recommandations hebdomadaires moyennes des fournisseurs de 14,5 % et de 49 % au cours de deux cycles de PDSA par rapport au niveau de référence, respectivement. CONCLUSION: Notre programme Coffee Carts and Suboxone Champions est une initiative éducative efficace et peu contraignante qui permet de transmettre aux fournisseurs des renseignements sur les études. Ce travail a appuyé nos efforts visant à mobiliser au maximum les fournisseurs, à réduire au minimum le fardeau et à fournir de la buprénorphine/naloxone vitale aux patients à risque de surdose mortelle.


Subject(s)
COVID-19 , Emergency Service, Hospital , Opiate Overdose , Quality Improvement , Humans , COVID-19/epidemiology , Opiate Overdose/epidemiology , Naloxone/therapeutic use , Naloxone/administration & dosage , Patient Selection , Narcotic Antagonists/therapeutic use , Narcotic Antagonists/administration & dosage , Public Health , Pandemics , SARS-CoV-2 , Male , Female , Buprenorphine/therapeutic use
3.
Ann Epidemiol ; 94: 81-90, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38710239

ABSTRACT

PURPOSE: Identifying predictors of opioid overdose following release from prison is critical for opioid overdose prevention. METHODS: We leveraged an individually linked, state-wide database from 2015-2020 to predict the risk of opioid overdose within 90 days of release from Massachusetts state prisons. We developed two decision tree modeling schemes: a model fit on all individuals with a single weight for those that experienced an opioid overdose and models stratified by race/ethnicity. We compared the performance of each model using several performance measures and identified factors that were most predictive of opioid overdose within racial/ethnic groups and across models. RESULTS: We found that out of 44,246 prison releases in Massachusetts between 2015-2020, 2237 (5.1%) resulted in opioid overdose in the 90 days following release. The performance of the two predictive models varied. The single weight model had high sensitivity (79%) and low specificity (56%) for predicting opioid overdose and was more sensitive for White non-Hispanic individuals (sensitivity = 84%) than for racial/ethnic minority individuals. CONCLUSIONS: Stratified models had better balanced performance metrics for both White non-Hispanic and racial/ethnic minority groups and identified different predictors of overdose between racial/ethnic groups. Across racial/ethnic groups and models, involuntary commitment (involuntary treatment for alcohol/substance use disorder) was an important predictor of opioid overdose.


Subject(s)
Decision Trees , Opiate Overdose , Humans , Male , Opiate Overdose/epidemiology , Adult , Female , Massachusetts/epidemiology , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/ethnology , Prisoners/statistics & numerical data , Prisons/statistics & numerical data , Middle Aged , Analgesics, Opioid/poisoning , Analgesics, Opioid/adverse effects , Ethnicity/statistics & numerical data , Young Adult
4.
PLoS One ; 19(4): e0299163, 2024.
Article in English | MEDLINE | ID: mdl-38630653

ABSTRACT

BACKGROUND: Opioid overdose was declared a public health emergency in the United States, but much of the focus has been on adults. Child and adolescent exposure and access to unused prescription-opioid medications is a big concern. More research is needed on the trend of pediatric (age 0-17) prescription-opioid overdose emergency department (ED) visits in the United States, particularly during the COVID-19 pandemic year. METHODS: This retrospective epidemiological study used the 2008-2020 Nationwide Emergency Department Sample to provide a national estimate of ED visits related to prescription-opioid overdose. Inclusion criteria were 0-17-year-old patients treated at the ED due to prescription-opioid overdose. Eligible visits were identified if their medical records included any administrative billing codes for prescription-opioid overdose. National estimates were broken down by age groups, sex, geographic region, primary payer, median household income by zip code, ED disposition, and hospital location/teaching status. Incidence rate per 100,000 U.S. children was calculated for age groups, sex, and geographic region. RESULTS: Overall, the prescription-opioid overdose ED visits for patients from 0-17 years old in the United States decreased by 22% from 2008 to 2019, then increased by 12% in 2020. Most patients were discharged to home following their ED visit; however, there was a 42% increase in patients admitted from 2019 to 2020. The prescription-opioid overdose rate per 100,000 U.S. children was highest in the 0 to 1 and 12 to 17 age groups, with the 12 to 17 group increasing by 27% in 2020. ED visits in the West and Midwest saw prescription-opioid visits increase by 58% and 20%, respectively, from 2019-2020. CONCLUSIONS: Prescription-opioid overdose ED visits among U.S. children and adolescents decreased over the past decade until 2019. However, there was a substantial increase in ED visits from 2019 to 2020, suggesting the potential impact due to the then-emerging COVID-19 pandemic. Findings suggest focusing on young children and adolescents to reduce further prescription-opioid overdoses in the United States.


Subject(s)
COVID-19 , Drug Overdose , Opiate Overdose , Prescription Drugs , Adult , Adolescent , Humans , United States , Child , Child, Preschool , Infant, Newborn , Infant , Analgesics, Opioid , Opiate Overdose/epidemiology , Retrospective Studies , Pandemics , Drug Overdose/epidemiology , Emergency Service, Hospital , Prescriptions , COVID-19/epidemiology
5.
Drug Alcohol Depend ; 258: 111281, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38599134

ABSTRACT

INTRODUCTION: Patients receiving buprenorphine after a non-fatal overdose have lower risk of future nonfatal or fatal overdose, but less is known about the relationship between buprenorphine retention and the risk of adverse outcomes in the post-overdose year. OBJECTIVE: To examine the relationship between the total number of months with an active buprenorphine prescription (retention) and the odds of an adverse outcome within the 12 months following an index non-fatal overdose. MATERIALS AND METHODS: We studied a cohort of people with an index non-fatal opioid overdose in Maryland between July 2016 and December 2020 and at least one filled buprenorphine prescription in the 12-month post-overdose observation period. We used individually linked Maryland prescription drug and hospital admissions data. Multivariable logistic regression models were used to examine buprenorphine retention and associated odds of experiencing a second non-fatal overdose, all-cause emergency department visits, and all-cause hospitalizations. RESULTS: Of 5439 people, 25% (n=1360) experienced a second non-fatal overdose, 78% had an (n=4225) emergency department visit, and 37% (n=2032) were hospitalized. With each additional month of buprenorphine, the odds of experiencing another non-fatal overdose decreased by 4.7%, all-cause emergency department visits by 5.3%, and all-cause hospitalization decreased by 3.9% (p<.0001, respectively). Buprenorphine retention for at least nine months was a critical threshold for reducing overdose risk versus shorter buprenorphine retention. CONCLUSIONS: Buprenorphine retention following an index non-fatal overdose event significantly decreases the risk of future overdose, emergency department use, and hospitalization even among people already on buprenorphine.


Subject(s)
Buprenorphine , Drug Overdose , Hospitalization , Humans , Buprenorphine/therapeutic use , Male , Female , Maryland/epidemiology , Adult , Middle Aged , Drug Overdose/epidemiology , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/epidemiology , Databases, Factual , Young Adult , Opiate Overdose/epidemiology , Emergency Service, Hospital , Narcotic Antagonists/therapeutic use , Opiate Substitution Treatment , Cohort Studies , Adolescent , Analgesics, Opioid/therapeutic use , Analgesics, Opioid/poisoning
6.
Article in English | MEDLINE | ID: mdl-38673354

ABSTRACT

With over 40,000 opioid-related overdose deaths between January 2016 and June 2023, the opioid-overdose crisis is a significant public health concern for Canada. The opioid crisis arose from a complex system involving prescription opioid use, the use of prescription opioids not as prescribed, and non-medical opioid use. The increasing presence of fentanyl and its analogues in the illegal drugs supply has been an important driver of the crisis. In response to the overdose crisis, governments at the municipal, provincial/territorial, and federal levels have increased actions to address opioid-related harms. At the onset of the COVID-19 pandemic, concerns emerged over how the pandemic context may impact the opioid overdose crisis. Using evidence from a number of sources, we developed a dynamic mathematical model of opioid overdose death to simulate possible trajectories of overdose deaths during the COVID-19 pandemic. This model incorporates information on prescription opioid use, opioid use not as prescribed, non-medical opioid use, the level of fentanyl in the drug supply, and a measure of the proportion deaths preventable by new interventions. The simulated scenarios provided decision makers with insight into possible trajectories of the opioid crisis in Canada during the COVID-19 pandemic, highlighting the potential of the crisis to take a turn for the worse under certain assumptions, and thus, informing planning during a period when surveillance data were not yet available. This model provides a starting point for future models, and through its development, we have identified important data and evidence gaps that need to be filled in order to inform future action.


Subject(s)
COVID-19 , Models, Theoretical , Opiate Overdose , COVID-19/mortality , COVID-19/epidemiology , Humans , Canada/epidemiology , Opiate Overdose/mortality , Opiate Overdose/epidemiology , Fentanyl/poisoning , Analgesics, Opioid/poisoning , SARS-CoV-2 , Opioid-Related Disorders/mortality , Opioid-Related Disorders/epidemiology , Pandemics , Drug Overdose/mortality , Drug Overdose/epidemiology
7.
JAMA Pediatr ; 178(6): 618-620, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38648053

ABSTRACT

This cross-sectional study examines awareness of opioid overdose, the ability to administer naloxone, and the willingness to help during an overdose on college campuses across the US.


Subject(s)
Health Knowledge, Attitudes, Practice , Opiate Overdose , Humans , Adolescent , Opiate Overdose/epidemiology , Opiate Overdose/prevention & control , Young Adult , Male , Female , Analgesics, Opioid/poisoning , Analgesics, Opioid/adverse effects
8.
J Urban Health ; 101(2): 245-251, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38568466

ABSTRACT

Fentanyl-mixed and substituted heroin is well-documented, but less is known about unintentional fentanyl use among people using stimulants. To determine the prevalence of and racial and ethnic disparities in unintentional fentanyl use among people experiencing a medically attended opioid overdose, we reviewed 448 suspected non-fatal overdose cases attended by a community paramedic overdose response team in San Francisco from June to September 2022. We applied a case definition for opioid overdose to paramedic records and abstracted data on intended substance use prior to overdose. Among events meeting case criteria with data on intended substance use, intentional opioid use was reported by 57.3%, 98.0% of whom intended to use fentanyl. No intentional opioid use was reported by 42.7%, with most intending to use stimulants (72.6%), including methamphetamine and cocaine. No intentional opioid use was reported by 58.5% of Black, 52.4% of Latinx, and 28.8% of White individuals (p = 0.021), and by 57.6% of women and 39.5% of men (p = 0.061). These findings suggest that unintentional fentanyl use among people without opioid tolerance may cause a significant proportion of opioid overdoses in San Francisco. While intentional fentanyl use might be underreported, the magnitude of self-reported unintentional use merits further investigation to confirm this phenomenon, explore mechanisms of use and disparities by race and ethnicity, and deploy targeted overdose prevention interventions.


Subject(s)
Fentanyl , Humans , Fentanyl/poisoning , Male , Female , San Francisco/epidemiology , Adult , Middle Aged , Opiate Overdose/epidemiology , Analgesics, Opioid/poisoning , Drug Overdose/epidemiology , Young Adult , Opioid-Related Disorders/epidemiology , Prevalence
9.
Drug Alcohol Depend ; 259: 111293, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38643530

ABSTRACT

BACKGROUND: We introduce the concept of harm reduction capital (HRCap) as the combination of knowledge, resources, and skills related to substance use risk reduction, which we hypothesize to predict MOUD use and opioid overdose. In this study, we explored the interrelationships between ethnicity, HRCap, nonfatal overdose, and MOUD use among PWUD. METHODS: Between 2017 and 2019, people who currently or in the past used opioids and who lived in Massachusetts completed a one-time survey on substance use history, treatment experiences, and use of harm reduction services. We fit first-order measurement constructs for positive and negative HRCap (facilitators and barriers). We used generalized structural equation models to examine the inter-relationships of the latent constructs with LatinX self-identification, past year overdose, and current use of MOUD. RESULTS: HRCap barriers were positively associated with past-year overdose (b=2.6, p<0.05), and LatinX self-identification was inversely associated with HRCap facilitators (b=-0.49, p<0.05). There was no association between overdose in the past year and the current use of MOUD. LatinX self-identification was positively associated with last year methadone treatment (b=0.89, p<0.05) but negatively associated with last year buprenorphine treatment (b=-0.68, p<0.07). Latinx PWUD reported lower positive HRCap than white non-LatinX PWUD and had differential utilization of MOUD. CONCLUSION: Our findings indicate that a recent overdose was not associated with the current use of MOUD, highlighting a severe gap in treatment utilization among individuals at the highest risk. The concept of HRCap and its use in the model highlight substance use treatment differences, opportunities for intervention, and empowerment.


Subject(s)
Drug Overdose , Harm Reduction , Hispanic or Latino , Opioid-Related Disorders , Humans , Massachusetts/epidemiology , Male , Female , Adult , Opioid-Related Disorders/drug therapy , Middle Aged , Latent Class Analysis , Buprenorphine/therapeutic use , Young Adult , Opiate Overdose/epidemiology , Drug Users/psychology , Opiate Substitution Treatment
10.
JAMA Netw Open ; 7(4): e244617, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38568691

ABSTRACT

Importance: Given the high number of opioid overdose deaths in the US and the complex epidemiology of opioid use disorder (OUD), systems models can serve as a tool to identify opportunities for public health interventions. Objective: To estimate the projected 3-year association between public health interventions and opioid overdose-related outcomes among persons with OUD. Design, Setting, and Participants: This decision analytical model used a simulation model of the estimated US population aged 12 years and older with OUD that was developed and analyzed between January 2019 and December 2023. The model was parameterized and calibrated using 2019 to 2020 data and used to estimate the relative change in outcomes associated with simulated public health interventions implemented between 2021 and 2023. Main Outcomes and Measures: Projected OUD and medications for OUD (MOUD) prevalence in 2023 and number of nonfatal and fatal opioid-involved overdoses among persons with OUD between 2021 and 2023. Results: In a baseline scenario assuming parameters calibrated using 2019 to 2020 data remained constant, the model projected more than 16 million persons with OUD not receiving MOUD treatment and nearly 1.7 million persons receiving MOUD treatment in 2023. Additionally, the model projected over 5 million nonfatal and over 145 000 fatal opioid-involved overdoses among persons with OUD between 2021 and 2023. When simulating combinations of interventions that involved reducing overdose rates by 50%, the model projected decreases of up to 35.2% in nonfatal and 36.6% in fatal opioid-involved overdoses among persons with OUD. Interventions specific to persons with OUD not currently receiving MOUD treatment demonstrated the greatest reduction in numbers of nonfatal and fatal overdoses. Combinations of interventions that increased MOUD initiation and decreased OUD recurrence were projected to reduce OUD prevalence by up to 23.4%, increase MOUD prevalence by up to 137.1%, and reduce nonfatal and fatal opioid-involved overdoses among persons with OUD by 6.7% and 3.5%, respectively. Conclusions and Relevance: In this decision analytical model study of persons with OUD, findings suggested that expansion of evidence-based interventions that directly reduce the risk of overdose fatality among persons with OUD, such as through harm reduction efforts, could engender the highest reductions in fatal overdoses in the short-term. Interventions aimed at increasing MOUD initiation and retention of persons in treatment projected considerable improvement in MOUD and OUD prevalence but could require a longer time horizon for substantial reductions in opioid-involved overdoses.


Subject(s)
Drug Overdose , Opiate Overdose , Opioid-Related Disorders , Humans , Opiate Overdose/epidemiology , Public Health , Analgesics, Opioid/therapeutic use , Drug Overdose/epidemiology , Opioid-Related Disorders/epidemiology
11.
Int J Drug Policy ; 127: 104389, 2024 May.
Article in English | MEDLINE | ID: mdl-38522176

ABSTRACT

BACKGROUND: Opioid overdose mortality in the US has exceeded one million deaths over the last two decades. A regulated opioid supply may help prevent future overdose deaths by reducing exposure to the unregulated opioid supply. We examined the acceptability, delivery model preference, and anticipated effectiveness of different regulated opioid models among people in the Seattle area who inject opioids. METHODS: We enrolled people who inject drugs in the 2022 Seattle-area National HIV Behavior Surveillance (NHBS) survey. Participants were recruited between July and December 2022 using respondent-driven sampling. Participants who reported injecting opioids (N = 453) were asked whether regulated opioids would be acceptable, their preferred model of receiving regulated opioids, and the anticipated change in individual overdose risk from accessing a regulated opioid supply. RESULTS: In total, 369 (81 %) participants who injected opioids reported that a regulated opioid supply would be acceptable to them. Of the 369 who found a regulated opioid supply to be acceptable, the plurality preferred a take-home model where drugs are prescribed (35 %), followed closely by a dispensary model that required no prescription (28 %), and a prescribed model where drugs need to be consumed on site (13 %), a model where no prescription is required and drugs can be accessed in a community setting with a one-time upfront payment was the least preferred model (5 %). Most participants (69 %) indicated that receiving a regulated opioid supply would be "a lot less risky" than their current supply, 20 % said, "a little less risky", 10 % said no difference, and 1 % said a little or a lot more risky. CONCLUSION: A regulated opioid supply would be acceptable to most participants, and participants reported it would greatly reduce their risk of overdose. As overdose deaths continue to increase in Washington state pragmatic and effective solutions that reduce exposure to unregulated drugs are needed.


Subject(s)
Analgesics, Opioid , Opioid-Related Disorders , Substance Abuse, Intravenous , Humans , Male , Adult , Female , Analgesics, Opioid/supply & distribution , Analgesics, Opioid/administration & dosage , Analgesics, Opioid/poisoning , Substance Abuse, Intravenous/epidemiology , Washington , Middle Aged , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/prevention & control , Opiate Overdose/prevention & control , Opiate Overdose/epidemiology , Young Adult , Drug Overdose/prevention & control , Drug Overdose/mortality , Drug and Narcotic Control/legislation & jurisprudence
12.
J Occup Environ Med ; 66(6): 495-500, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38489404

ABSTRACT

OBJECTIVES: Opioid-related overdose deaths (OROD) increase annually, yet little is known about workplace risk factors. This study assessed differences in OROD rates across industry and occupation in Maryland, in addition to demographic differences within industry and occupation. METHODS: The 2018 State Unintentional Drug Overdose Reporting System was used to compare OROD between industries and occupations. RESULTS: The leading industries in OROD included the following: construction, manufacturing, and transportation and warehousing. Occupational groups were similar: construction and extraction, production, and transportation and material moving. There were also differences by sex (greater rates in men), age (greater rates in older workers), and race/ethnicity (varied patterns in rates). CONCLUSIONS: Employers and state leaders should work collaboratively to target prevention and intervention for workplaces at highest risk for OROD. Construction was highest and needs supports that respond to the workplace culture.


Subject(s)
Industry , Occupations , Humans , Maryland/epidemiology , Male , Female , Adult , Middle Aged , Occupations/statistics & numerical data , Opiate Overdose/mortality , Opiate Overdose/epidemiology , Young Adult , Adolescent , Risk Factors , Analgesics, Opioid/poisoning , Workplace , Aged
13.
Ann Epidemiol ; 90: 35-41, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38501569

ABSTRACT

PURPOSE: This study assessed opioid-involved overdose rates by age, sex, and race-ethnicity across strict pandemic mitigation phases and how this varied across data systems. METHODS: We examined opioid-involved overdoses using medical examiner and hospital data for Cook County, Illinois between 2016-2021. Multivariable segmented regression was used to assess weekly overdose rates across subgroups of age, sex and race/ethnicity and strict pandemic mitigation phases. RESULTS: The overall rate of weekly opioid-involved overdoses increased when assessing the medical examiner (ß = 0.01; 95% CI = 0.01,0.02; P ≤ .001) and emergency department visits data sources (ß = 0.15; 95% CI = 0.09,0.20; P ≤ .001) but not for the hospital admissions data source. We found differences in overdose rates across subgroups and phases of pandemic mandates. Fatal overdoses increased during lockdown-1 while admissions and emergency department (ED) visits for opioid-involved overdoses generally decreased across all phases of pandemic mitigation mandates except for the period following lockdown-1. Across pandemic mitigation phases, Hispanics and individuals under 25 years did not demonstrate any change in admissions and ED visits for overdoses. CONCLUSIONS: We underscore the importance of utilizing multiple sources of surveillance to better characterize opioid-involved overdoses and for public health planning.


Subject(s)
COVID-19 , Coronavirus , Drug Overdose , Opiate Overdose , Humans , Analgesics, Opioid , Opiate Overdose/epidemiology , COVID-19/epidemiology , Pandemics , Communicable Disease Control , Drug Overdose/epidemiology , Emergency Service, Hospital
14.
Epidemiology ; 35(3): 418-429, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38372618

ABSTRACT

BACKGROUND: The United States is in the midst of an opioid overdose epidemic; 28.3 per 100,000 people died of opioid overdose in 2020. Simulation models can help understand and address this complex, dynamic, and nonlinear social phenomenon. Using the HEALing Communities Study, aimed at reducing opioid overdoses, and an agent-based model, Simulation of Community-Level Overdose Prevention Strategy, we simulated increases in buprenorphine initiation and retention and naloxone distribution aimed at reducing overdose deaths by 40% in New York Counties. METHODS: Our simulations covered 2020-2022. The eight counties contrasted urban or rural and high and low baseline rates of opioid use disorder treatment. The model calibrated agent characteristics for opioid use and use disorder, treatments and treatment access, and fatal and nonfatal overdose. Modeled interventions included increased buprenorphine initiation and retention, and naloxone distribution. We predicted a decrease in the rate of fatal opioid overdose 1 year after intervention, given various modeled intervention scenarios. RESULTS: Counties required unique combinations of modeled interventions to achieve a 40% reduction in overdose deaths. Assuming a 200% increase in naloxone from current levels, high baseline treatment counties achieved a 40% reduction in overdose deaths with a simultaneous 150% increase in buprenorphine initiation. In comparison, low baseline treatment counties required 250-300% increases in buprenorphine initiation coupled with 200-1000% increases in naloxone, depending on the county. CONCLUSIONS: Results demonstrate the need for tailored county-level interventions to increase service utilization and reduce overdose deaths, as the modeled impact of interventions depended on the county's experience with past and current interventions.


Subject(s)
Buprenorphine , Drug Overdose , Opiate Overdose , Opioid-Related Disorders , Humans , United States , Naloxone/therapeutic use , Opiate Overdose/drug therapy , Opiate Overdose/epidemiology , New York/epidemiology , Opioid-Related Disorders/drug therapy , Buprenorphine/therapeutic use , Drug Overdose/drug therapy , Drug Overdose/epidemiology , Analgesics, Opioid/therapeutic use
15.
J Subst Use Addict Treat ; 160: 209309, 2024 May.
Article in English | MEDLINE | ID: mdl-38336265

ABSTRACT

BACKGROUND: Single State Agencies (SSAs) are at the forefront of efforts to address the nation's opioid epidemic, responsible for allocating billions of dollars in federal, state, and local funds to ensure service quality, promote best practices, and expand access to care. Federal expenditures to SSAs have more than tripled since the early years of the epidemic, yet, it is unclear what initiatives SSAs have undertaken to address the crisis and how they are financing these efforts. METHODS: This study used data from an internet-based survey of SSAs, conducted by the University of Chicago Survey Lab from January to December 2021 (response rate of 94 %). The survey included a set of 14 items identifying statewide efforts to address the opioid epidemic and six funding sources. We calculated the percentage of SSAs that supported each statewide effort and the percentage of SSAs reporting use of each source of funding across the 14 statewide efforts. RESULTS: Treatment of opioid-related overdose figured most prominently among statewide efforts, with all SSAs providing funding for naloxone distribution and all but one SSA supporting naloxone training. Recovery support services, Project ECHO, and Hub and Spoke models were supported by the vast majority of SSAs. Statewide efforts related to expanding access to medications for opioid use disorder (MOUD) received somewhat less support, with 45 % of SSAs supporting mobile methadone/MOUD clinics/programs and 70 % supporting buprenorphine in emergency departments. A relatively low proportion of SSAs (54 %) provided support for syringe services programs. State Opioid Response (SOR) funds were the most common funding source reported by SSAs (57 % of SSAs), followed by block grant funds (19 %) and other state funding (15 %). CONCLUSION: Results highlight a range of SSA efforts to address the nation's opioid epidemic. Limited adoption of efforts to expand access to MOUD and harm reduction services may represent missed opportunities. The uncertainty over reauthorization of the SOR grant post-2025 also raises concerns over sustainability of funding for many of these statewide initiatives.


Subject(s)
Opioid Epidemic , Humans , Opioid Epidemic/prevention & control , United States/epidemiology , State Government , Surveys and Questionnaires , Naloxone/therapeutic use , Naloxone/supply & distribution , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/prevention & control , Opiate Overdose/epidemiology , Opiate Overdose/prevention & control , Narcotic Antagonists/therapeutic use , Narcotic Antagonists/supply & distribution
16.
J Community Health ; 49(3): 568-574, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38265539

ABSTRACT

For more than two decades there has been a continuous rise in opioid overdose related deaths. The majority of the deaths include the age range when, traditionally, individuals are likely to attend college or university. As a result, Vassar College has taken the important initiative and created and implemented a new opioid overdose intervention strategy and action plan called AED+. AED+ expands on the Model of Greater Awareness, Training and Increased Availability of and Accessibility to Life Saving Intervention Devices; a model that was created based on AED devices improving outcomes of out-of-hospital cardiac arrest emergencies. Similar to AED's improving out-of-hospital cardiac arrest outcomes, the + component of the AED+ initiative increases awareness and provides basic, targeted education about naloxone and its use. Furthermore, the education includes information about naloxone's greater availability and its more immediate access across the campus by students, staff, faculty, administrators, and visitors in the event of a suspected opioid overdose. Starting in May 2023, members of the school's Health Service and senior administrative leaders identified it necessary to be proactive and not reactive to managing an opioid overdose in the campus community. Although Vassar College has not recently experienced an opioid overdose, it is confidently projected that these targeted actions will proactively and positively reduce the likelihood of opioid-related fatalities on campus. Furthermore, it is the purpose of this article to share the AED+ model so other colleges and universities can modify it to best fit their unique setting in order to improve opioid overdose outcomes.


Subject(s)
Drug Overdose , Opiate Overdose , Opioid-Related Disorders , Out-of-Hospital Cardiac Arrest , Humans , Narcotic Antagonists/therapeutic use , Universities , Opiate Overdose/epidemiology , Opiate Overdose/drug therapy , Drug Overdose/prevention & control , Drug Overdose/drug therapy , Naloxone/therapeutic use , Analgesics, Opioid/therapeutic use
17.
J Subst Use Addict Treat ; 161: 209289, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38272119

ABSTRACT

BACKGROUND: The number of pregnant women with opioid use disorder (OUD) has increased over time. Although effective treatment options exist, little is known about the extent to which women receive treatment during pregnancy and at what stage of pregnancy care is initiated. METHODS: Using a national private health insurance claims database, we identified women aged 13-49 who gave birth in 2006-2019 and had an OUD or nonfatal opioid overdose (NFOO) diagnosis during the year prior to or at delivery. We then identified women who received their first OUD treatment prior to or during pregnancy. In this cross-sectional study, we investigated how rates and timing of the initial OUD treatment changed over time. Furthermore, we examined factors associated with early initiation of OUD treatment among birthing people. RESULTS: Of the 7057 deliveries from 6747 women with OUD or NFOO, 63.3 % received any OUD treatment. Rates of OUD treatment increased from 42.9 % in 2006 to 69 % in 2019. Of those treated, in 2006, 54.5 % received their first treatment prior to conception and 24.2 % initiated care during the 1st trimester. In 2019, 68.9 % received their first treatment prior to conception, and 15.1 % initiated care during the 1st trimester. The percentage of women who were first treated in the 2nd trimester or later decreased from 21.2 % in 2006 to 16.1 % in 2019. Factors associated with early treatment initiation include being 25 years or older (age 25-34: aOR, 1.51, 95 % CI, 1.28-1.78; age 35-49: aOR, 1.82, 95 % CI, 1.39-2.37), living in urban areas (aOR, 1.28; 95 % CI, 1.05-1.56), having pre-existing behavioral health comorbidities such as anxiety disorders (aOR, 1.8; 95 % CI, 1.40-2.32), mood disorders (aOR, 1.63; 95 % CI, 1.02-2.61), and substance use disorder other than OUD (aOR, 2.56; 95 % CI, 2.03-3.32). CONCLUSION: Overall, rates of OUD treatment increased over time, and more women initiated OUD treatment prior to conception. Despite these improvements, over one-third of pregnant women with OUD/NFOO either received no treatment or did not initiate care until the 3rd trimester in 2019. Future research should examine barriers to OUD treatment initiation among pregnant women.


Subject(s)
Opioid-Related Disorders , Humans , Female , Opioid-Related Disorders/epidemiology , Pregnancy , Adult , Cross-Sectional Studies , Young Adult , Adolescent , Middle Aged , Pregnancy Complications/drug therapy , Pregnancy Complications/epidemiology , Opiate Substitution Treatment , Time-to-Treatment/statistics & numerical data , Opiate Overdose/epidemiology , Time Factors
18.
Int J Drug Policy ; 125: 104322, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38245914

ABSTRACT

OBJECTIVE: Examine differences in neighborhood characteristics and services between overdose hotspot and non-hotspot neighborhoods and identify neighborhood-level population factors associated with increased overdose incidence. METHODS: We conducted a population-based retrospective analysis of Rhode Island, USA residents who had a fatal or non-fatal overdose from 2016 to 2020 using an environmental scan and data from Rhode Island emergency medical services, State Unintentional Drug Overdose Reporting System, and the American Community Survey. We conducted a spatial scan via SaTScan to identify non-fatal and fatal overdose hotspots and compared the characteristics of hotspot and non-hotspot neighborhoods. We identified associations between census block group-level characteristics using a Besag-York-Mollié model specification with a conditional autoregressive spatial random effect. RESULTS: We identified 7 non-fatal and 3 fatal overdose hotspots in Rhode Island during the study period. Hotspot neighborhoods had higher proportions of Black and Latino/a residents, renter-occupied housing, vacant housing, unemployment, and cost-burdened households. A higher proportion of hotspot neighborhoods had a religious organization, a health center, or a police station. Non-fatal overdose risk increased in a dose responsive manner with increasing proportions of residents living in poverty. There was increased relative risk of non-fatal and fatal overdoses in neighborhoods with crowded housing above the mean (RR 1.19 [95 % CI 1.05, 1.34]; RR 1.21 [95 % CI 1.18, 1.38], respectively). CONCLUSION: Neighborhoods with increased prevalence of housing instability and poverty are at highest risk of overdose. The high availability of social services in overdose hotspots presents an opportunity to work with established organizations to prevent overdose deaths.


Subject(s)
Drug Overdose , Opiate Overdose , Humans , Opiate Overdose/epidemiology , Opiate Overdose/prevention & control , Opiate Overdose/drug therapy , Retrospective Studies , Rhode Island/epidemiology , Drug Overdose/epidemiology , Drug Overdose/prevention & control , Drug Overdose/drug therapy , Spatial Analysis , Analgesics, Opioid
19.
Subst Use Addctn J ; 45(1): 74-80, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38258862

ABSTRACT

BACKGROUND: The COVID-19 pandemic has impacted public infrastructure and healthcare utilization. However, regional variation in opioid-related harm secondary to COVID-19 remains poorly understood. This study aimed to measure the regional variation in the association between stay-at-home orders (SAHOs) and nonfatal opioid-related emergency medical services (EMS) transfers in the United States. METHODS: In this interrupted time series design, counts of nonfatal opioid overdoses were identified in each week between July 29, 2019 and December 27, 2020 from the National Emergency Medical Services Information System Dataset. A longitudinal, interrupted time series model was used to compare the change in the number of nonfatal opioid overdose transfers between the pre-pandemic period (July 29, 2019-January 6, 2020) and the pandemic period (June 1, 2020-December 27, 2020). The time period between January 7, 2020 and May 31, 2020 was treated as a washout period to account for state-level variation in the timing of SAHO implementation. RESULTS: We identified 277 141 adult nonfatal opioid-related overdose EMS transfers in the United States across all census regions. After implementation of the SAHO, EMS transfers significantly increased in all regions, with an increase most notable in the Southern United States (2161, 95% CI: 1699-2623 transfers per week). In the post-SAHO period between June 1 and December 27, 2020, EMS transfers declined from this regional peak in the Southern, Midwestern, and Northeastern United States. No change in trend was observed in the Western United States. CONCLUSION: These findings underscore the importance of tailoring public health policies regionally. While most regions saw a modest decline in opioid-related EMS transfers after an initial increase, the COVID-19 pandemic led to notable increases in opioid-related EMS transfers nationwide. Future research should focus on identifying public health strategies to counteract the deleterious effects of the COVID-19 pandemic on opioid-related morbidity.


Subject(s)
COVID-19 , Emergency Medical Services , Opiate Overdose , Adult , Humans , COVID-19/epidemiology , Analgesics, Opioid/adverse effects , Interrupted Time Series Analysis , Pandemics , Opiate Overdose/epidemiology
20.
Public Health Rep ; 139(1): 48-53, 2024.
Article in English | MEDLINE | ID: mdl-36891978

ABSTRACT

OBJECTIVE: To help understand whether decreased emergency medical services (EMS) utilization due to the COVID-19 pandemic contributed to increased accidental fatal drug overdoses, we characterized recent EMS utilization history among people who had an accidental opioid-involved fatal drug overdose in Rhode Island. METHODS: We identified accidental opioid-involved fatal drug overdoses among Rhode Island residents that occurred from January 1, 2018, through December 31, 2020. We linked decedents by name and date of birth to the Rhode Island EMS Information System to obtain EMS utilization history. RESULTS: Among 763 people who had an accidental opioid-involved fatal overdose, 51% had any EMS run and 16% had any opioid overdose-related EMS run in the 2 years before death. Non-Hispanic White decedents were significantly more likely than decedents of other races and ethnicities to have any EMS run (P < .001) and any opioid overdose-related EMS run (P = .05) in the 2 years before death. Despite a 31% increase in fatal overdoses from 2019 through 2020, corresponding with the onset of the COVID-19 pandemic, EMS utilization in the prior 2 years, prior 180 days, or prior 90 days did not vary by time frame of death. CONCLUSION: In Rhode Island, decreased EMS utilization because of the COVID-19 pandemic was not a driving force behind the increase in overdose fatalities observed in 2020. However, with half of people who had an accidental opioid-involved fatal drug overdose having an EMS run in the 2 years before death, emergency care is a potential opportunity to link people to health care and social services.


Subject(s)
COVID-19 , Drug Overdose , Emergency Medical Services , Opiate Overdose , Substance-Related Disorders , Humans , Analgesics, Opioid , Naloxone/therapeutic use , Rhode Island/epidemiology , Opiate Overdose/epidemiology , Pandemics , Drug Overdose/epidemiology , COVID-19/epidemiology
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