Searched for: person:cerdam01 or freids01 or hamill07 or krawcn01
Comparison of Characteristics of Deaths From Drug Overdose Before vs During the COVID-19 Pandemic in Rhode Island
Macmadu, Alexandria; Batthala, Sivakumar; Correia Gabel, Annice M; Rosenberg, Marti; Ganguly, Rik; Yedinak, Jesse L; Hallowell, Benjamin D; Scagos, Rachel P; Samuels, Elizabeth A; Cerdá, Magdalena; Paull, Kimberly; Marshall, Brandon D L
Importance:The rate of deaths from overdose has increased during the COVID-19 pandemic, and recent US overdose mortality rates have been markedly high. However, scant data are available on the causes of this increase or subpopulations at elevated risk. Objective:To evaluate the rates and characteristics of deaths from drug overdose before vs during the COVID-19 pandemic. Design, Setting, and Participants:This retrospective, population-based cohort study used data from 4 statewide databases linked at the person level via the Rhode Island Data Ecosystem on adults with deaths due to overdose in Rhode Island from January 1 to August 31, 2019, and January 1 to August 31, 2020. Main Outcomes and Measures:The rates of unintentional deaths from drug-related overdose during the 2019 and 2020 observation periods overall and by sociodemographic characteristics, drugs contributing to the cause of death, location of death, and socioeconomic factors were evaluated. In subgroup analyses restricted to Medicaid beneficiaries (n = 271), the proportions of deaths from overdose by behavioral health treatment and diagnosis claims in the year before death were also examined. Results:A total of 470 adults who died of drug overdose were included in the analysis (353 men [75%]; mean [SD] age, 43.5 [12.1] years). The rate of deaths from overdose in Rhode Island increased 28.1%, from 29.2 per 100 000 person-years in 2019 to 37.4 per 100 000 person-years in 2020 (P = .009). Compared with 2019, rates of deaths due to overdose during 2020 were higher among men (43.2 vs 59.2 per 100 000 person-years; P = .003), non-Hispanic White individuals (31.0 vs 42.0 per 100 000 person-years; P = .005), single individuals (54.8 vs 70.4 per 100 000 person-years; P = .04), deaths involving synthetic opioids (20.8 vs 28.3 per 100 000 person-years; P = .005), and deaths occurring in a personal residence (13.2 vs 19.7 per 100 000 person-years; P = .003). A decrease in the proportion of deaths from overdose involving heroin (11 of 206 [5%] vs <2% [exact value suppressed]; P = .02) and an increase among persons experiencing job loss (16 of 206 [8%] vs 41 of 264 [16%]; P = .01) from 2019 to 2020 were observed. Among individuals who died of overdose and were Medicaid beneficiaries, the proportions of those aged 50 to 59 years with anxiety (11 of 121 [9%] vs 29 of 150 [19%]; P = .03), men with depression (27 of 121 [22%] vs 57 of 150 [38%]; P = .008), and men with anxiety (28 of 121 [23%] vs 55 of 150 [37%]; P = .02) increased during 2020 compared with 2019. Conclusions and Relevance:In this cohort study, during the first 8 months of 2020, the rate of deaths from overdose increased in Rhode Island compared with the same period in 2019, and several emerging characteristics of deaths from drug overdose during the first year of the COVID-19 pandemic were identified. These findings may inform interventions that address macroenvironmental changes associated with the pandemic.
PMCID:8449276
PMID: 34533569
ISSN: 2574-3805
CID: 5012452
Treatment outcome and readmission risk among women in women-only versus mixed-gender drug treatment programs in Chile
Olivari, Carla F; Gonzáles-Santa Cruz, Andrés; Mauro, Pia M; Martins, Silvia S; Sapag, Jaime; Gaete, Jorge; Cerdá, Magdalena; Castillo-Carniglia, Alvaro
INTRODUCTION/BACKGROUND:Traditional treatment programs for substance use disorder (SUD) tend to be male-dominated environments, which can negatively affect women's access to treatment and related outcomes. Women's specific treatment needs have led some providers to develop women-only SUD treatment programs in several countries. In Chile, women-only programs were only fully implemented in 2010. We compared treatment outcomes and readmission risk for adult women admitted to state-funded women-only versus mixed-gender SUD treatment programs in Chile. METHODS:We used a registry-based retrospective cohort design of adult women in women-only (NÂ =Â 8200) and mixed-gender (NÂ =Â 13,178) SUD treatment programs from 2010 to 2019. The study obtained data from the National Drug and Alcohol Service from Chile. We used a multistate model to estimate the probabilities of experiencing treatment completion, discharge without completion (i.e., patient-initiated discharge and administrative discharge), or readmission, as well as the likelihood of being readmitted, conditioned on prior treatment outcome. We adjusted models for multiple baseline characteristics (e.g., substance use, socioeconomic). RESULTS:Overall, 24% of women completed treatment and 54% dropped out of treatment. The proportion of patient-initiated discharges within the first three month was larger in women-only than in mixed-gender programs (19% vs. 12%). In both programs, women who completed treatment were more likely to experience readmission at three months, and one and three years. In the long term, women in the women-only programs were more likely to complete treatment than women in mixed-gender programs (34% vs. 23%, respectively). The readmission probability was higher among women who previously completed treatment than those who had a discharge without completion (40% vs 21% among women in women-only programs; 38% vs. 19% among women in mixed-gender programs, respectively); no differences occurred in the risk of readmission between women-only and mixed-gender programs. CONCLUSIONS:In terms of treatment outcomes and readmission risk, women-only programs had similar results to mixed-gender programs in Chile. The added value of these specialized programs should be addressed in further research.
PMID: 34483012
ISSN: 1873-6483
CID: 5011892
Policies mandating priority access to opioid use disorder treatment during pregnancy and buprenorphine prescriptions to women of childbearing age in the United States [Meeting Abstract]
Caniglia, E; Jent, V; Allen, B; Cerda, M
Background: Opioid use disorder (OUD) among pregnant women has increased dramatically over the past two decades nationally and is associated with increased risks of adverse pregnancy and birth outcomes. To increase access to effective treatment, several states have enacted policies mandating priority treatment access. We evaluated the impact of priority access policies on buprenorphine prescriptions to women of childbearing age (15-44).
Method(s): We extracted buprenorphine prescription data from the IQVIA XPonent database from 2006 to 2017, accounting for 90% of national retail outpatient prescriptions. We compared the change in rate of buprenorphine prescriptions dispensed to women of childbearing age by OB/GYN specialists pre-and post-policy enactment in counties in states with a priority access policy with the contemporaneous change in rate in counties in states with no such policy. Rate ratios and 95% CIs were estimated using spatiotemporal Bayesian hierarchical models, adjusted for calendar year, county-level variables (population density, birth rate, race, income, insurance, unemployment), state-level fixed effects, and state-level time-varying policies (Medicaid expansion and policies that consider OUD during pregnancy child abuse, grounds for civil commitment, and/or reportable to child protective services).
Result(s): Priority access policies existed in 17 states and Washington DC in 2006, were enacted in 10 states from 2006 to 2016, and expired in 5 states from 2006 to 2016. The adjusted rate ratio (95% CI) for buprenorphine prescriptions comparing counties in states with priority access policies to counties in states with no such policies was 1.84 (1.49, 2.28).
Conclusion(s): Priority access policies increased buprenorphine prescribing to women of childbearing age. Future research should investigate whether priority access policies could also improve birth outcomes
EMBASE:635486990
ISSN: 1365-3016
CID: 4975762
Spatiotemporal Analysis of the Association between Pain Management Clinic Laws and Opioid Prescribing and Overdose Deaths
Cerdá, Magdalena; Wheeler-Martin, Katherine; Bruzelius, Emilie; Ponicki, William; Gruenewald, Paul; Mauro, Christine; Crystal, Stephen; Davis, Corey S; Keyes, Katherine; Hasin, Deborah; Rudolph, Kara E; Martins, Silvia S
Pain management clinic (PMC) laws were enacted by 12 states to promote appropriate opioid prescribing, but their impact is inadequately understood. We analyzed county-level opioid overdose deaths (National Vital Statistics System) and patients filling long-duration (≥30 day) or high-dose (≥90 morphine milligram equivalents) opioid prescriptions (IQVIA, Inc) in the United States from 2010-2018. We fit Besag-York-Mollié spatiotemporal models to estimate annual relative rates (RR) of overdose and prevalence ratios (PR) of high-risk prescribing associated with any PMC law and three provisions: payment restrictions, site inspections, and criminal penalties. Laws with criminal penalties were significantly associated with reduced PRs of long-duration and high-dose opioid prescriptions (adjusted PR: 0.82, 95% credible interval (CrI) 0.92-0.83, and 0.73, and 0.73, 0.74 respectively), and reduced RRs of total and natural/semi-synthetic opioid overdoses (adjusted RR: 0.86, 95% CrI: 0.80, 0.92; and 0.84, and 0.77, 0.92, respectively). Conversely, PMC laws were associated with increased relative rates of synthetic opioid and heroin overdose deaths, especially criminal penalties (adjusted RR: 1.83, 95% CrI: 1.59, 2.11; and 2.59, and 2.22, 3.02, respectively). Findings suggest laws with criminal penalties were associated with intended reductions in high-risk opioid prescribing and some opioid overdoses, but raise concerns regarding unintended consequences on heroin/synthetic overdoses.
PMID: 34216209
ISSN: 1476-6256
CID: 4967462
Prescription opioid laws and opioid dispensing in U.S. counties: Identifying salient law provisions with machine learning
Martins, Silvia S; Bruzelius, Emilie; Stingone, Jeanette A; Wheeler-Martin, Katherine; Akbarnejad, Hanane; Mauro, Christine M; Marziali, Megan E; Samples, Hillary; Crystal, Stephen; Davis, Corey S; Rudolph, Kara E; Keyes, Katherine M; Hasin, Deborah S; Cerdá, Magdalena
BACKGROUND:Hundreds of laws aimed at reducing inappropriate prescription opioid dispensing have been implemented in the United States, yet heterogeneity in provisions and their simultaneous implementation have complicated evaluation of impacts. We apply a hypothesis-generating, multi-stage, machine learning approach to identify salient law provisions and combinations associated with dispensing rates to test in future research. METHODS:Using 162 prescription opioid law provisions capturing prescription drug monitoring program (PDMP) access, reporting and administration features, pain management clinic provisions, and prescription opioid limits, we used regularization approaches and random forest models to identify laws most predictive of county-level and high-dose dispensing. We stratified analyses by overdose epidemic phases-the prescription opioid phase (2006-2009), heroin phase (2010-2012), and fentanyl phase (2013-2016)-to further explore pattern shifts over time. RESULTS:PDMP patient data access provisions most consistently predicted high dispensing and high-dose dispensing counties. Pain management clinic-related provisions did not generally predict dispensing measures in the prescription opioid phase but became more discriminant of high dispensing and high-dose dispensing counties over time, especially in the fentanyl period. Predictive performance across models was poor, suggesting prescription opioid laws alone do not strongly predict dispensing. CONCLUSIONS:Our systematic analysis of 162 law provisions identified patient data access and several pain management clinic provisions as predictive of county prescription opioid dispensing patterns. Future research employing other types of study designs is needed to test these provisions' causal relationships with inappropriate dispensing, and to examine potential interactions between PDMP access and pain management clinic provisions.
PMID: 34310445
ISSN: 1531-5487
CID: 4967492
Polysubstance use in a Brazilian national sample: Correlates of co-use of alcohol and prescription drugs
Krawczyk, Noa; da Mota, Jurema C; Coutinho, Carolina; Bertoni, Neilane; de Vasconcellos, Mauricio T L; Silva, Pedro L Nascimento; De Boni, Raquel B; Cerdá, Magdalena; Bastos, Francisco Inácio
PMID: 34283709
ISSN: 1547-0164
CID: 4948102
Temporal Trends in Opioid Prescribing Practices in Children, Adolescents, and Younger Adults in the US From 2006 to 2018
Renny, Madeline H; Yin, H Shonna; Jent, Victoria; Hadland, Scott E; Cerdá, Magdalena
Importance/UNASSIGNED:Prescription opioids are involved in more than half of opioid overdoses among younger persons. Understanding opioid prescribing practices is essential for developing appropriate interventions for this population. Objective/UNASSIGNED:To examine temporal trends in opioid prescribing practices in children, adolescents, and younger adults in the US from 2006 to 2018. Design, Setting, and Participants/UNASSIGNED:A population-based, cross-sectional analysis of opioid prescription data was conducted from January 1, 2006, to December 31, 2018. Longitudinal data on retail pharmacy-dispensed opioids for patients younger than 25 years were used in the analysis. Data analysis was performed from December 26, 2019, to July 8, 2020. Main Outcomes and Measures/UNASSIGNED:Opioid dispensing rate, mean amount of opioid dispensed in morphine milligram equivalents (MME) per day (individuals aged 15-24 years) or MME per kilogram per day (age <15 years), duration of prescription (mean, short [≤3 days], and long [≥30 days] duration), high-dosage prescriptions, and extended-release or long-acting (ER/LA) formulation prescriptions. Outcomes were calculated for age groups: 0 to 5, 6 to 9, 10 to 14, 15 to 19, and 20 to 24 years. Joinpoint regression was used to examine opioid prescribing trends. Results/UNASSIGNED:From 2006 to 2018, the opioid dispensing rate for patients younger than 25 years decreased from 14.28 to 6.45, with an annual decrease of 15.15% (95% CI, -17.26% to -12.99%) from 2013 to 2018. The mean amount of opioids dispensed and rates of short-duration and high-dosage prescriptions decreased for all age groups older than 5 years, with the largest decreases in individuals aged 15 to 24 years. Mean duration per prescription increased initially for all ages, but then decreased for individuals aged 10 years or older. The duration remained longer than 5 days across all ages. The rate of long-duration prescriptions increased for all age groups younger than 15 years and initially increased, but then decreased after 2014 for individuals aged 15 to 24 years. For children aged 0 to 5 years dispensed an opioid, annual increases from 2011 to 2014 were noted for the mean amount of opioids dispensed (annual percent change [APC], 10.58%; 95% CI, 1.77% to 20.16%) and rates of long-duration (APC, 30.42%; 95% CI, 14.13% to 49.03%), high-dosage (APC, 31.27%; 95% CI, 16.81% to 47.53%), and ER/LA formulation (APC, 27.86%; 95% CI, 12.04% to 45.91%) prescriptions, although the mean amount dispensed and rate of high-dosage prescriptions decreased from 2014 to 2018. Conclusions and Relevance/UNASSIGNED:These findings suggest that opioid dispensing rates decreased for patients younger than 25 years, with decreasing rates of high-dosage and long-duration prescriptions for adolescents and younger adults. However, opioids remain readily dispensed, and possible high-risk prescribing practices appear to be common, especially in younger children.
PMID: 34180978
ISSN: 2168-6211
CID: 4926252
Good Samaritan laws and overdose mortality in the United States in the fentanyl era
Hamilton, Leah; Davis, Corey S; Kravitz-Wirtz, Nicole; Ponicki, William; Cerdá, Magdalena
BACKGROUND:As of July 2018, 45 United States (US) states and the District of Columbia have enacted an overdose Good Samaritan law (GSL). These laws, which provide limited criminal immunity to individuals who request assistance during an overdose, may be of importance in the current wave of the overdose epidemic, which is driven primarily by illicit opioids including heroin and fentanyl. There are substantial differences in the structures of states' GSL laws which may impact their effectiveness. This study compared GSLs which have legal provisions protecting from arrest and laws which have more limited protections. METHODS:Using national county-level overdose mortality data from 3109 US counties, we examined the association of enactment of GSLs with protection from arrest and GSLs with more limited protections with subsequent overdose mortality between 2013 and 2018. Since GSLs are often enacted in conjunction with Naloxone Access Laws (NAL), we examined the effect of GSLs separately and in conjunction with NAL. We conducted these analyses using hierarchical Bayesian spatiotemporal Poisson models. RESULTS:GSLs with protections against arrest enactment in conjunction with a NAL were associated with 7% lower rates of all overdose deaths (rate ratio (RR): 0.93% Credible Interval (CI): 0.89-0.97), 10% lower rates in opioid overdose deaths (RR: 0.90; CI: 0.85-0.95) and 11% lower rates of heroin/synthetic overdose mortality (RR: 0.89; CI: 0.82-0.96) two years after enactment, compared to rates in states without these laws. Significant reductions in overdose mortality were not seen for GSLs with protections for charge or prosecution. CONCLUSION/CONCLUSIONS:GSLs with more expansive legal protections combined with a NAL, were associated with lower rates of overdose deaths, although these risk reductions take time to manifest. Policy makers should consider enacting and implementing more expansive GSLs with arrest protections to increase the likelihood people will contact emergency services in the event of an overdose.
PMID: 34091394
ISSN: 1873-4758
CID: 4925542
Association between availability of medications for opioid use disorder in specialty treatment and use of medications among patients: A state-level trends analysis
Solomon, Keisha T; Bandara, Sachini; Reynolds, Ian S; Krawczyk, Noa; Saloner, Brendan; Stuart, Elizabeth; Connolly, Elizabeth
INTRODUCTION/BACKGROUND:Access to medication for opioid use disorder (MOUD) is a recognized public health challenge to improving the health of people with opioid use disorder (OUD) in many communities. Prior studies have shown that although MOUD availability has increased over time, particularly in some states, many substance use treatment facilities still do not offer medications. The relationship between greater availability of MOUD and use of MOUD among patients in treatment programs is not well understood. METHODS:We used the National Survey of Substance Abuse Treatment Services to calculate the percent of specialty facilities per state providing MOUD from 2007 to 2018 and the Treatment Episode Data Set-Admissions (TEDS-A) to estimate the likelihood that a patient would have MOUD as part of their treatment plan during the same time period. We estimated models with patient-level TEDS-A data as the outcome and state-aggregated one-year lagged availability of MOUD in facilities as the main predictor, stratifying by treatment facility type (intensive outpatient, non-intensive outpatient, and residential). RESULTS:We found that increasing MOUD availability at the facility level was associated with increased MOUD use in non-intensive and residential facilities at the patient level. Specifically, a 10 percentage point increase in MOUD availability was associated with a 4.5 percentage point increase in MOUD use among patients of non-intensive outpatient facilities (p-value = 0.03), and a 2.5 percentage points increase in residential facilities (p-value = 0.02). Non-Whites and patients in the Northeast had greater likelihoods of increased MOUD use in response to increased availability by facilities. CONCLUSION/CONCLUSIONS:Increasing MOUD availability among specialty treatment facilities is likely to promote better access to MOUD for patients seeking treatment for OUD.
PMID: 34144299
ISSN: 1873-6483
CID: 4917842
Who stays in medication treatment for opioid use disorder? A national study of outpatient specialty treatment settings
Krawczyk, Noa; Williams, Arthur Robin; Saloner, Brendan; Cerdá, Magdalena
BACKGROUND:Maintenance treatments with medications for opioid use disorder (MOUD) are highly effective at reducing overdose risk while patients remain in care. However, few patients initiate medication and retention remains a critical challenge across settings. Much remains to be learned about individual and structural factors that influence successful retention, especially among populations dispensed MOUD in outpatient settings. METHODS:We examined individual and structural characteristics associated with MOUD treatment retention among a national sample of adults seeking MOUD treatment in outpatient substance use treatment settings using the 2017 Treatment Episode Dataset-Discharges (TEDS-D). The study assessed predictors of retention in MOUD using multivariate logistic regression and accelerated time failure models. RESULTS:Of 130,300 episodes of MOUD treatment in outpatient settings, 36% involved a duration of care greater than six months. The strongest risk factors for treatment discontinuation by six months included being of younger age, ages 18-29 ((OR):0.52 [95%CI:0.50-0.54]) or 30-39 (OR:0.57 [95%CI:0.55-0.59); experiencing homelessness (OR: 0.70 [95%CI:0.66-0.73]); co-using methamphetamine (OR:0.48 [95%CI:0.45-0.51]); and being referred to treatment by a criminal justice source (OR:0.55 [95%CI:0.52-0.59) or by a school, employer, or community source (OR:0.71 [95%CI:0.66-0.76). CONCLUSIONS:Improving retention in treatment is a pivotal stage in the OUD cascade of care and is critical to reducing overdose deaths. Efforts should prioritize interventions to improve retention among patients who are both prescribed and dispended MOUD, especially youth, people experiencing homelessness, polysubstance users, and people referred to care by the justice system who have especially short stays in care.
PMCID:8197774
PMID: 34116820
ISSN: 1873-6483
CID: 4911082