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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

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

National trends in substance use treatment admissions for opioid use disorder among adults experiencing homelessness

Han, Benjamin H; Doran, Kelly M; Krawczyk, Noa
OBJECTIVE:People experiencing homelessness (PEH) have high rates of substance use, and homelessness may be an important driver of health disparities in the opioid overdose epidemic. However, few studies focus on homelessness among the opioid use disorder (OUD) treatment population. We examine national-level trends in substance use treatment admissions among PEH with OUD. METHODS:This study used data from first-time treatment admissions in the United States from the Treatment Episode Data Set: Admissions (TEDS-A) to examine characteristics and trends of adults experiencing homelessness who entered state-licensed substance use treatment programs for OUD from 2013 to 2017. We used chi-squared analyses to examine changes in characteristics of this population over time and logistic regression to assess characteristics associated with receipt of medications for opioid use disorder (MOUD) among PEH. RESULTS:Among all adults with OUD entering specialty treatment from 2013 to 2017, 12.5% reported experiencing homelessness. Compared to individuals not experiencing homelessness, PEH were more likely to be male, inject opioids, use cocaine or methamphetamine, and enter into residential detoxification treatment. PEH were less likely to enter outpatient treatment or receive MOUD. From 2013 to 2017, significant increases occurred in the proportion of PEH who had co-occurring psychiatric problems and used methamphetamines. Over time, treatment type shifted significantly from residential detoxification to outpatient treatment. Receipt of MOUD increased among PEH over time (13.7% to 25.2%), but lagged behind increases among individuals not experiencing homelessness. Among PEH, being older was associated with receiving MOUD, while concurrent methamphetamine use [adjusted odds ratio (AOR) 0.63; 95% CI 0.58, 0.69] and living in the southern United States (AOR 0.27; 95% CI 0.25, 0.30) were associated with not receiving MOUD. DISCUSSION/CONCLUSIONS:The proportion of PEH with OUD who receive medications as part of treatment increased over time, but three quarters of PEH entering treatment still do not receive this highest standard in evidence-based care. The sharp increase observed in concomitant methamphetamine use in this population is concerning and has implications for treatment.
PMID: 34102461
ISSN: 1873-6483
CID: 4899832

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

A Critical Review of the Social and Behavioral Contributions to the Overdose Epidemic

Cerdá, Magdalena; Krawczyk, Noa; Hamilton, Leah; Rudolph, Kara E; Friedman, Samuel R; Keyes, Katherine M
More than 750,000 people in the United States died from an overdose between 1999 and 2018; two-thirds of those deaths involved an opioid. In this review, we present trends in opioid overdose rates during this period and discuss how the proliferation of opioid prescribing to treat chronic pain, changes in the heroin and illegally manufactured opioid synthetics markets, and social factors, including deindustrialization and concentrated poverty, contributed to the rise of the overdose epidemic. We also examine how current policies implemented to address the overdose epidemic may have contributed to reducing prescription opioid overdoses but increased overdoses involving illegal opioids. Finally, we identify new directions for research to understand the causes and solutions to this critical public health problem, including research on heterogeneous policy effects across social groups, effective approaches to reduce overdoses of illegal opioids, and the role of social contexts in shaping policy implementation and impact. Expected final online publication date for the Annual Review of Public Health, Volume 42 is April 1, 2021. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
PMID: 33256535
ISSN: 1545-2093
CID: 4693962

Letter on Rocket's et al., manuscript: Fatal self-injury in the United States, 1999-2018: Unmasking a national mental health crisis

Santaella-Tenorio, Julian; Townsend, Tarlise; Krawczyk, Noa; Frank, David; Friedman, Samuel R
PMCID:8027522
PMID: 33855285
ISSN: 2589-5370
CID: 4840692

Socially-supportive norms and mutual aid of people who use opioids: An analysis of Reddit during the initial COVID-19 pandemic

Bunting, Amanda M; Frank, David; Arshonsky, Joshua; Bragg, Marie A; Friedman, Samuel R; Krawczyk, Noa
BACKGROUND:Big events (i.e., unique historical disruptions) like the COVID-19 epidemic and its associated period of social distancing can transform social structures, social interactions, and social norms. Social distancing rules and the fear of infection have greatly reduced face-to-face interactions, increased loneliness, reduced ties to helping institutions, and may also have disrupted the opioid use behaviors of people who use drugs. This research used Reddit to examine the impact of COVID-19 on the social networks and social processes of people who use opioids. METHODS:Data were collected from the social media forum, Reddit.com. At the beginning of the COVID-19 pandemic in the U.S. (March 5, 2020, to May 13, 2020), 2,000 Reddit posts were collected from the two most popular opioid subreddits (r/OpiatesRecovery, r/Opiates). Posts were reviewed for relevance to COVID-19 and opioid use resulting in a final sample of 300. Thematic analysis was guided by the Big Events framework. RESULTS:The COVID-19 pandemic was found to create changes in the social networks and daily lives among persons who use opioids. Adaptions to these changes shifted social networks leading to robust social support and mutual aid on Reddit, including sharing and seeking advice on facing withdrawal, dealing with isolation, managing cravings, and accessing recovery resources. CONCLUSIONS:Reddit provided an important source of social support and mutual aid for persons who use opioids. Findings indicate online social support networks are beneficial to persons who use opioids, particularly during big events where isolation from other social support resources may occur.
PMID: 33757708
ISSN: 1879-0046
CID: 4822642

"How will I get my next week's script?" Reactions of Reddit opioid forum users to changes in treatment access in the early months of the coronavirus pandemic

Krawczyk, Noa; Bunting, Amanda M; Frank, David; Arshonsky, Joshua; Gu, Yuanqi; Friedman, Samuel R; Bragg, Marie A
BACKGROUND:The COVID-19 pandemic poses significant challenges to people with opioid use disorder (OUD). As localities enforce lockdowns and pass emergency OUD treatment regulations, questions arise about how these changes will affect access and retention in care. In this study, we explore the influence of COVID-19 on access to, experiences with, and motivations for OUD treatment through a qualitative analysis of public discussion forums on Reddit. METHODS:We collected data from Reddit, a free and international online platform dedicated to public discussions and user-generated content. We extracted 1000 of the most recent posts uploaded between March 5th and May 13th, 2020 from each of the two most popular opioid subreddits "r/Opiates" and "r/OpiatesRecovery" (total 2000). We reviewed posts for relevance to COVID-19 and opioid use and coded content using a hybrid inductive-deductive approach. Thematic analysis identified common themes related to study questions of interest. RESULTS:Of 2000 posts reviewed, 300 (15%) discussed topics related to the intersection of opioid use and COVID-19. Five major themes related to OUD treatment were identified: Concern about closure of OUD treatment services; transition to telehealth and virtual care; methadone treatment requirements and increased exposure to COVID-19; reactions to changing regulations on medications for OUD; and influences of the pandemic on treatment motivation and progress. CONCLUSION/CONCLUSIONS:In the face of unprecedented challenges due to COVID-19, reactions of Reddit opioid forum users ranged from increased distress in accessing and sustaining treatment, to encouragement surrounding new modes of treatment and opportunities to engage in care. New and less restrictive avenues for treatment were welcomed by many, but questions remain about how new norms and policy changes will be sustained beyond this pandemic and impact OUD treatment access and outcomes long-term.
PMID: 33558165
ISSN: 1873-4758
CID: 4779462

Medications for opioid use disorder among American Indians and Alaska natives: Availability and use across a national sample

Krawczyk, Noa; Garrett, Brady; Ahmad, N Jia; Patel, Esita; Solomon, Keisha; Stuart, Elizabeth A; Saloner, Brendan
BACKGROUND:American Indians and Alaska Natives (AI/ANs) are disproportionately affected by the opioid overdose crisis. Treatment with medications for opioid use disorder (MOUD) can significantly reduce overdose risk, but no national studies to date have reported on the extent to which AI/ANs access these treatments overall and in relation to other groups. METHODS:The current study used two national databases - the 2018 National Survey on Substance Abuse Treatment Services and the 2017 Treatment Episode Dataset - to estimate the extent to which MOUD is available and used among AI/ANs across the U.S. RESULTS:We found that facilities serving AI/ANs (N = 1,532) offered some MOUD at similar rates as other facilities (N = 13,277) (39.6 vs. 40.6 %, p = 0.435) but were less likely to offer the standard of care with buprenorphine or methadone maintenance (22.4 % vs. 27.6 %, p < 0.001). AI/AN clients in specialty treatment (N = 8,136) exhibited slightly higher MOUD use (40.0 % vs. 38.6 %, p = 0.009) relative to other race groups (N = 673,938). AI/AN clients were also more likely to exhibit greater prescription opioid use and methamphetamine co-use relative to other groups. AI/AN clients in the South (aOR:0.23[95 %CI: 0.19-0.28] or referred by criminal justice sources (aOR:0.13[95 %CI: 0.11-0.16] were least likely to receive MOUD. CONCLUSIONS:We conclude that most AI/ANs in specialty treatment do not receive medications for opioid use disorder, and that rates of MOUD use are similar to those of other race groups. Efforts to expand MOUD among AI/ANs that are localized and cater to unique characteristics of this population are gravely needed.
PMID: 33508692
ISSN: 1879-0046
CID: 4767492

Barriers to treatment for opioid use disorder in Colombia

Borda, Juan P.; Friedman, Hannah; Buitrago, Jhon; Isaza, Maritza; Herrera, Paula; Krawczyk, Noa; Tofighi, Babak
ISI:000608550400001
ISSN: 1465-9891
CID: 4774042