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Non-medical use of opioid analgesics in contemporary Brazil: Findings from the 2015 Brazilian National Household Survey on Substance Use
Krawczyk, Noa; Silva, Pedro Luis do Nascimento; De Boni, Raquel B; Mota, Jurema; Vascncellos, Mauricio; Bertoni, Neilane; Coutinho, Carolina; Bastos, Francisco I
Prior studies on substance use in Brazil have not focused on opioid misuse, previously thought to be nearly non-existent. This paper presents new findings on heroin and non-medical use of opioid analgesics. Data come from the 2015 Brazilian Household Survey on Substance Use (BHSU-3), a nationally representative survey estimating epidemiological parameters related to substance use by residents across Brazil. BHSU-3 used stratified multi-stage probability sampling across multiple geographic domains of interest, resulting in 16,273 interviews with household residents. Lifetime heroin use among Brazilians was 0.3 (95% C.I:0.2-0.4). Lifetime, past-year, and past-month non-medical use of opioid analgesics were respectively 2.9 (95%C.I.:2.3-3.4), 1.4 (95%C.I.:1.1-1.7) and 0.6 (95%C.I.:0.4-0.8). Past-year prevalence of non-medical opioid analgesics use was lower among males [Prevalence Ratio (PR): 0.54 (95% C.I.:0.36-0.78)], those aged 12-24 [0.56 (95% C.I.:0.34-0.92)], persons with monthly family incomes between R$1,501-3,000 [0.59 (95% C.I.:0.38-0.92)] or greater than R$3,000 [0.64 (95% C.I.:0.42-0.98)], and persons who were unemployed [0.65 (95% C.I.:0.46-0.92)]. Non-medical use of opioids in Brazil may be more prevalent than previously recognised. Proper measurement and evaluation of opioid misuse across Brazil and other Latin American countries is critical to understand and prevent opioid-related harms.
PMID: 31190616
ISSN: 1744-1706
CID: 4004072
A predictive risk model for nonfatal opioid overdose in a statewide population of buprenorphine patients
Chang, Hsien-Yen; Krawczyk, Noa; Schneider, Kristin E; Ferris, Lindsey; Eisenberg, Matthew; Richards, Tom M; Lyons, B Casey; Jackson, Kate; Weiner, Jonathan P; Saloner, Brendan
BACKGROUND:Predicting which individuals who are prescribed buprenorphine for opioid use disorder are most likely to experience an overdose can help target interventions to prevent relapse and subsequent consequences. METHODS:We used Maryland prescription drug monitoring data from 2015 to identify risk factors for nonfatal opioid overdoses that were identified in hospital discharge records in 2016. We developed a predictive risk model for prospective nonfatal opioid overdoses among buprenorphine patients (N = 25,487). We estimated a series of models that included demographics plus opioid, buprenorphine and benzodiazepine prescription variables. We applied logistic regression to generate performance measures. RESULTS:About 3.24% of the study cohort had ≥1 nonfatal opioid overdoses. In the model with all predictors, odds of nonfatal overdoses among buprenorphine patients were higher among males (OR = 1.39, 95% CI:1.21-1.62) and those with more buprenorphine pharmacies (OR = 1.19, 95% CI:1.11-1.28), 1+ buprenorphine prescription paid by Medicaid (OR = 1.21, 95% CI:1.02-1.48), Medicare (OR = 1.93, 95% CI:1.63-2.43), or a commercial plan (OR = 1.98, 95% CI:1.30-2.89), 1+ opioid prescription paid by Medicare (OR = 1.30, 95% CI:1.03-1.68), and more benzodiazepine prescriptions (OR = 1.04, 95% CI:1.02-1.05). The odds were lower among those with longer days of buprenorphine (OR = 0.64, 95% CI:0.60-0.69) or opioid (OR = 0.79, 95% CI:0.65-0.95) supply. The model had moderate predictive ability (c-statistic = 0.69). CONCLUSIONS:Several modifiable risk factors, such as length of buprenorphine treatment, may be targets for interventions to improve clinical care and reduce harms. This model could be practically implemented with common prescription-related information and allow payers and clinical systems to better target overdose risk reduction interventions, such as naloxone distribution.
PMID: 31207453
ISSN: 1879-0046
CID: 4004082
Expanding low-threshold buprenorphine to justice-involved individuals through mobile treatment: Addressing a critical care gap
Krawczyk, Noa; Buresh, Megan; Gordon, Michael S; Blue, Thomas R; Fingerhood, Michael I; Agus, Deborah
BACKGROUND:Opioid use disorder (OUD) is highly prevalent among justice-involved individuals. While risk for overdose and other adverse consequences of opioid use are heightened among this population, most justice-involved individuals and other high-risk groups experience multiple barriers to engagement in opioid agonist treatment. METHODS:This paper describes the development of Project Connections at Re-Entry (PCARE), a low-threshold buprenorphine treatment program that engages vulnerable patients in care through a mobile van parked directly outside the Baltimore City Jail. Patients are referred by jail staff or can walk in from the street. The clinical team includes an experienced primary care physician who prescribes buprenorphine, a nurse, and a peer recovery coach. The team initiates treatment for those with OUD and refers those with other needs to appropriate providers. Once stabilized, patients are transitioned to longer-term treatment programs or primary care for buprenorphine maintenance. This paper describes the process of developing this program, patient characteristics and initial outcomes for the first year of the program, and implications for public health practice. RESULTS:From November 15, 2017 through November 30, 2018, 220 people inquired about treatment services and completed an intake interview, and 190 began treatment with a buprenorphine/naloxone prescription. Those who initiated buprenorphine were primarily male (80.1%), African American (85.1%), had a mean age of 44.1 (SD = 12.2), and a mean of 24.0 (SD = 13.6) years of opioid use. The majority of patients (94.4%) had previous criminal justice involvement, were unemployed (72.9%) and were unstably housed (70.8%). Over a third (32.1%) of patients had previously overdosed. Of those who began treatment, 67.9% returned for a second visit or more, and 31.6% percent were still involved in treatment after 30 days. Of those who initiated care, 20.5% have been transferred to continue buprenorphine treatment at a partnering site. CONCLUSIONS:The PCARE program illustrates the potential for low-threshold buprenorphine treatment to engage populations who are justice-involved and largely disconnected from care. While more work is needed to improve treatment retention among vulnerable patients and engaging persons in care directly after release from detention, offering on-demand, flexible and de-stigmatizing treatment may serve as a first point to connect high-risk populations with the healthcare system and interventions that reduce risk for overdose and related harms.
PMCID:6612429
PMID: 31229187
ISSN: 1873-6483
CID: 4004092
Corrigendum to "Trends in insurance coverage and treatment among persons with opioid use disorders following the affordable care act" [Drug Alcohol. Depend. 179 (2017) 271-274]
Feder, Kenneth A; Mojtabai, Ramin; Krawczyk, Noa; Young, Andrea S; Kealhofer, Marc; Tormohlen, Kayla N; Crum, Rosa M
PMID: 29198464
ISSN: 1879-0046
CID: 4003942
Past 15-year trends in lifetime cocaine use among US high school students
Schneider, Kristin E; Krawczyk, Noa; Xuan, Ziming; Johnson, Renee M
BACKGROUND:Most recent research on adolescent drug use has focused on alcohol, tobacco, and marijuana. Less is known about the recent epidemiology of adolescent cocaine use, which has serious health consequences. PURPOSE:To describe recent trends in cocaine use by U.S. high school students, and identify differences in lifetime and repeated use across sex and racial/ethnic groups. METHODS:We used data from the national Youth Risk Behavior Surveys (YRBS) from 1999 to 2015. We estimated the prevalence of lifetime cocaine use (LCU) and repeated lifetime cocaine use (RLCU) across years by race/ethnicity and sex and tested for linear and quadratic trends. RESULTS:The prevalence of LCU decreased from 1999 to 2015 (9.54%-5.19%). RLCU also decreased (5.13%-2.84%). Despite the overall decline, LCU and RLCU both rose between 2009-2015 (LCU:2.78%-5.19%, RLCU:1.58%-2.84%). Boys had higher rates of LCU and RLCU than girls (LCU:6.42% vs 4.65%; RLCU:3.69% vs 2.18%). American Indian/Alaskan Native, Native Hawaiian/Pacific Islander, and Hispanic adolescents had the highest overall prevalence of LCU. Black adolescents' LCU patterns differed from other racial/ethnic groups. The prevalence of LCU among Black boys increased over time, while the prevalence for Black girls remained consistently low. CONCLUSIONS:Adolescent cocaine use is less common today than in the 1990s. However, rates of adolescent cocaine use have risen across all racial/ethnic groups in the past few years. Public health efforts should address at risk groups with particularly high or rising rates of cocaine use.
PMCID:5803318
PMID: 29232644
ISSN: 1879-0046
CID: 4003972
Overcoming medication stigma in peer recovery: A new paradigm
Krawczyk, Noa; Negron, Tianna; Nieto, Maia; Agus, Deborah; Fingerhood, Michael I
BACKGROUND:Treatment for opioid use disorder involving opioid-based pharmacotherapies is considered most effective when accompanied by psychosocial interventions. Peer-led support groups are widely available and have been described by many as fundamental to the recovery process. However, some individuals using medications face stigma in these settings, which can be contradictory and counterproductive to their recovery. METHODS:This paper describes the development of the "Ability, Inspiration and Motivation" or "AIM" group, an alternative peer support group that aims to remove medication stigma from peer recovery. Qualitative interviews with staff, peers, and clients of a community-based buprenorphine treatment program were used to establish the core components of the curriculum to support client needs. RESULTS:Staff, peers, and clients of the buprenorphine program indicated a need and desire to establish a peer recovery group that recognizes persons on medication as being in recovery and destigmatizes use of medication to treat opioid addiction. A respectful environment, holistic perspective on health, spirituality, sharing, and celebration were all established as necessary pillars of the AIM group curriculum. CONCLUSIONS:The community-based effort to establish and develop the AIM group demonstrates that combining the strengths of a peer support with evidence-based medication treatment is both possible and desirable. Shifting the culture of peer recovery groups to support the use of medications may have implications for improving treatment retention and should be considered as a potential strategy to reduce the burden of the opioid epidemic.
PMCID:6087684
PMID: 29432086
ISSN: 1547-0164
CID: 4003982
Rising Trends of Prescription Opioid Sales in Contemporary Brazil, 2009-2015
Krawczyk, Noa; Greene, M Claire; Zorzanelli, Rafaela; Bastos, Francisco I
OBJECTIVES:To present and discuss recent patterns of prescription opioid sales throughout Brazil. METHODS:We graphed linear trends of opioid prescriptions sold from registered pharmacies across Brazil from 2009 to 2015. We then calculated the change in rate of prescriptions sold per 1000 persons in 2015 compared with 2009. RESULTS:Opioid sales increased across Brazil from 1 601 043 prescriptions in 2009 to 9 045 945 prescriptions in 2015, corresponding to a 465% increase in 6 years. The largest absolute increase was for codeine products (rate ratio (RR) = 5.30; 95% confidence interval [CI] = 5.29, 5.31), accounting for more than 98% of prescriptions in both years. Oxycodone had the largest relative increase (RR = 11.39; 95% CI = 11.19, 11.59), and fentanyl products had the smallest absolute and relative increase (RR = 2.91; 95% CI = 2.78, 3.03). CONCLUSIONS:Given rapid increases in opioid sales across Brazil, it is critical to introduce effective prescribing and monitoring methods that allow patients to access necessary medications without escalating risk of opioid misuse and related consequences. Careful surveillance of supply and subsequent outcomes are needed to prevent the development of another devastating opioid epidemic in the Americas.
PMCID:5888056
PMID: 29565665
ISSN: 1541-0048
CID: 4003992
Emergency Department Visits in a Cohort of Persons with Substance Use: Incorporating the Role of Social Networks
Sacamano, Paul; Krawczyk, Noa; Latkin, Carl
BACKGROUND:Frequent emergency department (ED) visits often suggest inappropriate use for low acuity needs and multiple comorbidities, including substance use disorders. OBJECTIVE:This study examines associations of individuals and their social networks with high frequency ED use among persons reporting substance use. METHODS:Information was obtained from interview responses from the first 6-month follow-up visit of a longitudinal. Prevalence ratios for the outcome of high frequency ED visits (≥2 in 6 months) were determined with a generalized linear model, log link, Poisson distribution and robust standard errors. RESULTS:Of 653 participants, 131 (20%) had ≥2 ED visits. In multivariable analysis, greater likelihood of high frequency ED visits over 6 months was associated with being homeless (PR: 1.58; 95% CI: 1.19, 2.10), taking ≥3 medications (PR: 1.58; 95% CI: 1.19, 2.10) and having had a hospitalization over the same period (PR: 4.33; 95% CI: 3.26, 7.56). Among social network factors, lower likelihood of high frequency visits was associated with each increasing year of mean alter age (PR: 0.98; 95% CI: 0.6, 0.99) and greater likelihood with having received health-related informational support from ≥2 alters (PR: 1.62; 95% CI: 1.04, 2.53). Conclusions/Importance: Social network factors may play an important role in ED use. Interventions to promote health behaviors through social influence may be helpful in reducing high frequency ED visits.
PMCID:6105410
PMID: 29671696
ISSN: 1532-2491
CID: 4004002
State variations in Medicaid enrollment and utilization of substance use services: Results from a National Longitudinal Study
Mojtabai, Ramin; Feder, Kenneth A; Kealhofer, Marc; Krawczyk, Noa; Storr, Carla; Tormohlen, Kayla N; Young, Andrea S; Olfson, Mark; Crum, Rosa M
Medicaid enrollment varies considerably among states. This study examined the association of Medicaid enrollment with the use of substance health services in the longitudinal National Epidemiologic Survey on Alcohol and Related Conditions of 2001-2005. Instrumental variable methods were used to assess endogeneity of individual-level Medicaid enrollment using state-level data as instruments. Compared to the uninsured, Medicaid covered adults were more likely to use substance use disorder treatment services over the next three years. States that have opted to expand Medicaid enrollment under the Affordable Care Act will likely experience further increases in the use of these service over the coming years.
PMCID:5964257
PMID: 29706176
ISSN: 1873-6483
CID: 4004012
Transitions through stages of alcohol involvement: The potential role of mood disorders
Crum, Rosa M; Green, Kerry M; Stuart, Elizabeth A; La Flair, Lareina N; Kealhofer, Marc; Young, Andrea S; Krawczyk, Noa; Tormohlen, Kayla N; Storr, Carla L; Alvanzo, Anika A H; Mojtabai, Ramin; Pacek, Lauren R; Cullen, Bernadette A; Reboussin, Beth A
INTRODUCTION:Although prior clinical and population-based studies have demonstrated comorbidity between mood and alcohol use disorders (AUD), there is a paucity of research assessing whether mood disorders predict transition across stages of alcohol involvement. METHOD:Hypothesizing that mood disorders predict transition across sex-specific alcohol involvement stages, we used prospective data from the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC), a nationally representative survey of US adults, which included male (n = 14,564) and female (n = 20,089) participants surveyed in 2001-2 and re-interviewed in 2004-5. Latent class (LCA) and latent transition analyses (LTA) were used to assess patterns of alcohol involvement in the US and the association of lifetime mood disorders at baseline with transition across stages of alcohol involvement during follow-up. RESULTS:A three-class model of AUD criteria was identified (No problems, Moderate problems and Severe problems) for both sexes. Positive cross-sectional associations between mood disorder and problem classes of alcohol involvement were found among both sexes, as were positive longitudinal associations. Propensity score adjustment mitigated the associations of baseline mood disorder with progressive transition for both sexes. However, among females, baseline mood disorder was consistently associated with reduction in remission from Severe to Moderate alcohol problems (aOR = 0.30, CI = 0.09-0.99, p = .048) over time. DISCUSSION:Our study provides evidence that mood disorders impact transition through stages of alcohol involvement and are most strongly associated with hindering remission among females. Findings advance our understanding of these comorbid relationships and have clinical implications for ongoing assessment of drinking patterns among individuals with mood disorders.
PMCID:6557161
PMID: 29908411
ISSN: 1879-0046
CID: 4004022