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Are you thinking what I'm thinking? Defining what we mean by "polysubstance use."

Bunting, Amanda M; Shearer, Riley; Linden-Carmichael, Ashley N; Williams, Arthur Robin; Comer, Sandra D; Cerdá, Magdalena; Lorvick, Jennifer
The rise in drug overdoses and harms associated with the use of more than one substance has led to increased use of the term "polysubstance use" among researchers, clinicians, and public health officials. However, the term retains no consistent definition across contexts. The current authors convened from disciplines including sociology, epidemiology, neuroscience, and addiction psychiatry to propose a recommended definition of polysubstance use. An iterative process considered authors' formal and informal conversations, insights from relevant symposia, talks, and conferences, as well as their own research and clinical experiences to propose the current definition. Three key concepts were identified as necessary to define polysubstance use: (1) substances involved, (2) timing, and (3) intent. Substances involved include clarifying either (1) the number and type of substances used, (2) presence of more than one substance use disorder, or (3) primary and secondary substance use. The concept of timing is recommended to use clear terms such as simultaneous, sequential, and same-day polysubstance use to describe short-term behaviors (e.g., 30-day windows). Finally, the concept of intent refers to clarifying unintentional use or exposure when possible, and greater attention to motivations of polysubstance use. These three components should be clearly defined in research on polysubstance use to improve consistency across disciplines. Consistent definitions of polysubstance use can aid in the synthesis of evidence to better address an overdose crisis that increasingly involves multiple substances.
PMCID:10939915
PMID: 37734160
ISSN: 1097-9891
CID: 5645542

Subthreshold opioid use disorder prevention (STOP) trial: a cluster randomized clinical trial: study design and methods

Liebschutz, Jane M; Subramaniam, Geetha A; Stone, Rebecca; Appleton, Noa; Gelberg, Lillian; Lovejoy, Travis I; Bunting, Amanda M; Cleland, Charles M; Lasser, Karen E; Beers, Donna; Abrams, Catherine; McCormack, Jennifer; Potter, Gail E; Case, Ashley; Revoredo, Leslie; Jelstrom, Eve M; Kline, Margaret M; Wu, Li-Tzy; McNeely, Jennifer
BACKGROUND:Preventing progression to moderate or severe opioid use disorder (OUD) among people who exhibit risky opioid use behavior that does not meet criteria for treatment with opioid agonists or antagonists (subthreshold OUD) is poorly understood. The Subthreshold Opioid Use Disorder Prevention (STOP) Trial is designed to study the efficacy of a collaborative care intervention to reduce risky opioid use and to prevent progression to moderate or severe OUD in adult primary care patients with subthreshold OUD. METHODS:The STOP trial is a cluster randomized controlled trial, randomized at the PCP level, conducted in 5 distinct geographic sites. STOP tests the efficacy of the STOP intervention in comparison to enhanced usual care (EUC) in adult primary care patients with risky opioid use that does not meet criteria for moderate-severe OUD. The STOP intervention consists of (1) a practice-embedded nurse care manager (NCM) who provides patient participant education and supports primary care providers (PCPs) in engaging and monitoring patient-participants; (2) brief advice, delivered to patient participants by their PCP and/or prerecorded video message, about health risks of opioid misuse; and (3) up to 6 sessions of telephone health coaching to motivate and support behavior change. EUC consists of primary care treatment as usual, plus printed overdose prevention educational materials and an educational video on cancer screening. The primary outcome measure is self-reported number of days of risky (illicit or nonmedical) opioid use over 180 days, assessed monthly via text message using items from the Addiction Severity Index and the Current Opioid Misuse Measure. Secondary outcomes assess other substance use, mental health, quality of life, and healthcare utilization as well as PCP prescribing and monitoring behaviors. A mixed effects negative binomial model with a log link will be fit to estimate the difference in means between treatment and control groups using an intent-to-treat population. DISCUSSION:Given a growing interest in interventions for the management of patients with risky opioid use, and the need for primary care-based interventions, this study potentially offers a blueprint for a feasible and effective approach to improving outcomes in this population. TRIAL REGISTRATION:Clinicaltrials.gov, identifier NCT04218201, January 6, 2020.
PMCID:10657560
PMID: 37980494
ISSN: 1940-0640
CID: 5608242

Trends in Fentanyl Content on Reddit Substance Use Forums, 2013-2021

Bunting, Amanda M; Krawczyk, Noa; Lippincott, Thomas; Gu, Yuanqi; Arya, Simran; Nagappala, Suhas; Meacham, Meredith C
BACKGROUND:Fentanyl is a pressing concern in the current drug supply. Social media data can provide access to near real-time understanding of drug trends that may complement official mortality data. DESIGN/METHODS:The total number of fentanyl-related posts and the total number of posts for eight drug subreddit categories (alcohol, cannabis, hallucinogens, multi-drug, opioids, over the counter, sedatives, stimulants) were collected from 2013 to 2021 using the Pushshift Reddit dataset. The proportion of fentanyl-related posts as a fragment of total subreddit posts was examined. Linear regressions described the rate of change in post volume over time. RESULTS:Overall, fentanyl-related content increased across drug-related subreddits from 2013 to 2021 (1292% increase, linear trend p ≤ 0.001). Opioid subreddits (30.62 per 1000 posts, linear trend p ≤ 0.001) had the most fentanyl-related content during the examined time period. Multi-drug (5.95 per 1000; p ≤ 0.01), sedative (3.23 per 1000, p ≤ 0.01), and stimulant (1.60 per 1000, p ≤ 0.01) subreddits also had substantial increases in fentanyl-related content. The greatest increases occurred in the multi-drug (1067% 2013:2021) and stimulant (1862% 2014:2021) subreddits. CONCLUSION/CONCLUSIONS:Fentanyl-related posts on Reddit trended upward, with the fastest rate of change for multi-substance and stimulant subreddits. Beyond opioids, harm reduction and public health messaging should ensure inclusion of individuals who use other drugs.
PMCID:10255938
PMID: 37296360
ISSN: 1525-1497
CID: 5611312

State-Level History of Overdose Deaths Involving Stimulants in the United States, 1999‒2020

Kline, David; Bunting, Amanda M; Hepler, Staci A; Rivera-Aguirre, Ariadne; Krawczyk, Noa; Cerda, Magdalena
PMID: 37556789
ISSN: 1541-0048
CID: 5594992

Organizational access points and substance use disorder treatment utilization among Black women: a longitudinal cohort study

Choi, Sugy; Bunting, Amanda; Nadel, Talia; Neighbors, Charles J; Oser, Carrie B
INTRODUCTION/BACKGROUND:Health and social service organizations, including the emergency department (ED) and public assistance programs, constitute a social safety net that may serve as an "access point" for substance use treatment utilization. Racialization of substance use disorder (SUD) and gender disparities in access to treatment contribute to differences in health and social service utilization, including substance use treatment for Black women. We therefore explored the role of various access points in facilitating the use of substance use treatment among Black women with substance use and involvement in the criminal justice system. METHODS:We used data from the Black Women in the Study of Epidemics (B-WISE) project (2008-2011), which recruited Black women who use drugs from community, probation, and prison recruitment settings in Kentucky. B-WISE is a three-wave panel survey collected on a six-month interval. We estimated dynamic panel models to understand whether time-varying use of services influenced women's substance use treatment utilization over 18-months, adjusting for time-invariant characteristics. We stratified the analysis based on where women were recruited (i.e., community, prison, and probation). RESULTS:The sample included 310 persons and 930 person-waves. For the community and prison samples, the use of an ED in the 6 months prior decreased women's likelihood of subsequent substance use treatment use (Coef: -0.21 (95% CI: -0.40, -0.01); -0.33 (95% CI: -0.60, -0.06), respectively). For the probation sample, receiving support from public assistance (i.e., food stamps, housing, cash assistance) increased the likelihood of subsequent substance use treatment use (0.27 (95% CI: 0.08, 0.46)). CONCLUSION/CONCLUSIONS:Interactions with health and social service organizations predicted Black women's use of substance use treatment services and varied based on their involvement in the criminal justice system. Public assistance venues for Black women on probation may be a point of intervention to increase their access to and use of substance use treatment.
PMCID:10440874
PMID: 37603194
ISSN: 2194-7899
CID: 5598292

A Brief Screening and Assessment Tool for Opioid Use in Adults: Results from a Validation Study of the Tobacco, Alcohol, Prescription Medication, and Other Substances Tool

Bunting, Amanda M; Schwartz, Robert P; Wu, Li-Tzy; Wahle, Aimee; Kline, Margaret; Subramaniam, Geetha; McNeely, Jennifer
OBJECTIVES:This secondary analysis evaluated opioid-specific validation results of the Tobacco, Alcohol, Prescription Medication, and Other Substances (TAPS) tool for screening in primary care. METHODS:This study is a secondary data analysis of the TAPS validation study. Performance of the TAPS tool for screening for unhealthy opioid use (with a score of 1+ for heroin and/or prescription opioids representing a positive screen) was evaluated. Discriminative ability was examined in comparison with reference standard measures across the spectrum of unhealthy opioid use: timeline follow-back with and without oral fluid testing identifying past-month use and the modified Composite International Diagnostic Interview for past-year problem use, opioid use disorder (OUD), and moderate-severe OUD. RESULTS:In a sample of 2000 primary care patients, 114 screened positive for opioids on the TAPS tool. With a TAPS cutoff equal to 1+, the TAPS accurately identified past-month use, problem use, any OUD, and moderate-severe OUD (sensitivities = 68%-85%, specificities = 97%-98%, area under the curve = 0.80-0.91). When past-month use was expanded to include timeline follow-back with oral fluid testing, accuracy declined (52% sensitivity [95% confidence interval, 43%-60%], 98% specific [95% confidence interval, 97%-98%]). CONCLUSIONS:While further testing in a larger population sample may be warranted, given their brevity, simplicity, and accuracy when self-administered, the TAPS opioid items can be used in primary care settings for a spectrum of unhealthy opioid use; however, self-disclosure remains an issue in primary care settings.
PMCID:10404299
PMID: 37579113
ISSN: 1935-3227
CID: 5599522

COVID-19-Related Changes to Drug-Selling Networks and Their Effects on People Who Use Illicit Opioids

Frank, David; Krawczyk, Noa; Arshonsky, Joshua; Bragg, Marie A; Friedman, Sam R; Bunting, Amanda M
OBJECTIVE:The COVID-19 pandemic has significantly affected people's ability to buy, sell, and obtain items that they use in their daily lives. It may have had a particularly negative effect on the ability of people who use illicit opioids to obtain them because the networks they relied on are illicit and not part of the formal economy. Our objective in this research was to examine if, and how, disruptions related to COVID-19 of illicit opioid markets have affected people who use illicit opioids. METHOD:We collected 300 posts--including replies to posts--related to the intersection of COVID-19 and opioid use from Reddit.com, a forum that has several discussion threads (i.e., subreddits) dedicated to opioids. We then coded posts from the two most popular opioid subreddits during the early pandemic period (March 5, 2020-May 13, 2020) using an inductive/deductive approach. RESULTS:We found two themes related to active opioid use during the early pandemic: (a) changes in drug supply and difficulty obtaining opioids, and (b) buying less-trustworthy drugs from lesser-known sources. CONCLUSIONS:Our findings suggest that COVID-19 has created market conditions that place people who use opioids at risk of adverse outcomes, such as fatal overdose.
PMCID:10171252
PMID: 36971722
ISSN: 1938-4114
CID: 5541672

The Experience of Bi-Negativity in Mixed Gender Relationships

Charley, Ceili; Manickas-Hill, Olivia; Bartley, Amanda; Bunting, Amanda; Mark, Kristen
Bisexual orientation in the context of long-term relationships comes with a unique set of challenges, especially when that relationship is mixed gender. The cultural belief that bisexual orientation is unstable or temporary paired with the presentation of a partnership that grants heterosexual privilege can be a complex place to exist for bisexual individuals. This experience was examined in semi-structured interviews of 55 bisexual people in a mixed-gender relationship. Participants were an average of 29 years of age and ranged in age from 21 to 48. Reflexive thematic analysis resulted in the identification of three major themes and two subthemes. The major themes were: (1) cultural assumptions of bisexual orientation, (2) bi-negativity/biphobia, and (3) bi-invisibility. These findings highlight the complexity of existing day-to-day as a bisexual person in a mixed-gender relationship. The implications of these findings for individuals, clinicians, and communities and directions for future research are discussed.
SCOPUS:85166775468
ISSN: 1529-9716
CID: 5619452

Characteristics of Substance Use Screening at Intake in a Sample of U.S. Jails

Bunting, Amanda M; Nowotny, Kathryn; Farabee, David; McNeely, Jennifer; Beckwith, Curt G
BACKGROUND:Despite high rates of substance use among justice-involved populations, the use of substance screening tools in justice settings varies. METHODS:Data are from the National Jail Health Care Study, which surveyed jails across the U.S. about their health care practices (n=371). Jails were asked to voluntarily submit their medical intake forms. A content analysis of intake forms (n=63) specific to questions about substance use was completed. RESULTS:Seventy-three percent (73%) of intake forms used non-standardized questions to assess current substance use, and 27% did not ask any questions about substance use. Alcohol use was most assessed (52%), followed by tobacco (30%), and marijuana (22%). Less than 11% of jails asked about use of opioids and 40% of forms asked about withdrawal history. CONCLUSIONS:The lack of adequate substance use screening in jails hinders identification of substance use disorders, potential for withdrawal symptoms, and appropriate connection to treatment resources.
PMID: 37464488
ISSN: 1548-6869
CID: 5599432

Multidimensional assessment of access to medications for opioid use disorder across urban and rural communities: A scoping review

Bommersbach, Tanner; Justen, Marissa; Bunting, Amanda M; Funaro, Melissa C; Winstanley, Erin L; Joudrey, Paul J
BACKGROUND:The majority of patients with opioid use disorder do not receive medications for opioid use disorder (MOUD), especially in rural areas. The patient-centered access to healthcare framework posits access as a multidimensional phenomenon impacted by five healthcare system and five patient ability dimensions. Interventions to improve local MOUD treatment outcomes require an understanding of how these dimensions differ across urban and rural communities. This scoping review sought to systematically appraise the literature on MOUD access across urban and rural communities (i.e., rurality) in the US using the patient-centered access framework. METHODS:We performed a scoping review of 1) electronic databases, 2) grey literature, and 3) correspondence with content experts (March 2021). We included articles specifying the study sample by rurality and examining at least one dimension of access to MOUD. The analysis and qualitative synthesis of study results examined study characteristics and categorized key findings by access dimensions. RESULTS:The search produced 3963 unique articles, of which 147 met inclusion criteria. Among included studies, 96% (142/147) examined healthcare system dimensions of access while less than 20% (25/147) examined any of the five dimensions of patient ability. Additionally, 49% (72/147) of studies compared access dimensions by rurality. Across studies, increasing rurality was associated with fewer available MOUD services, but little was known about geographic variation in other critical dimensions of access. CONCLUSIONS:The vast majority of studies examined healthcare system dimensions of MOUD access and few studies made comparisons by rurality or prioritized the patient's perspective, limiting our understanding of how access differs by rurality in the US. As COVID-19 spurs novel changes in MOUD delivery, this inadequate multidimensional understanding of MOUD access may impede the tailoring of interventions to local needs. There is an urgent need for mixed-methods and community-engaged research prioritizing the patient's perspective of MOUD access by rurality. REGISTRATION/BACKGROUND:Open Science Framework (https://osf.io/wk6b9/).
PMID: 36563489
ISSN: 1873-4758
CID: 5409382