1
|
Merrill JE, Gebru NM, Peterson R, López G, Lau-Barraco C, Barnett NP, Carey KB. Alcohol Feedback, Reflection, and Morning Evaluation (A-FRAME): Refining and testing feasibility and acceptability of a smartphone-delivered alcohol intervention for heavy-drinking young adults. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:1951-1964. [PMID: 39306826 PMCID: PMC11636549 DOI: 10.1111/acer.15424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 07/27/2024] [Accepted: 07/30/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND Young adults drink heavily and experience negative alcohol consequences. To capitalize on mornings after drinking as an optimal time to intervene, we developed a novel, theory-based personalized feedback intervention (PFI) called Alcohol Feedback, Reflection, and Morning Evaluation (A-FRAME), to reduce heavy drinking. An initial prototype was refined via feedback from college students who drink heavily. The goal of the present study was to conduct an open trial to establish feasibility and acceptability of the refined PFI. METHODS The refined PFI was delivered for 4 weeks to 18 heavy-drinking young adults (Mage = 22.61, 44% women, 66.7% White, 27.8% Black, 16.7% Asian, 5.6% Native American/Alaskan Indian, 22.2% Hispanic/Latino). Participants completed a goal-setting procedure, followed by 28 daily surveys. Surveys indicating prior-day drinking were followed by the option to view personalized feedback (e.g., goal attainment, blood alcohol concentration [BAC], peer norms, protective behaviors). Aggregated feedback was also delivered at the 14- and 28-day marks. Participants completed a post-test acceptability survey and individual interviews to inform further refinement. RESULTS The response rate to daily surveys was 93.8% and all participants completed study procedures, demonstrating feasibility. Daily feedback was reviewed about half (45.5%) of the time it was offered (i.e., following drinking days). Biweekly feedback was viewed 50% and 56% of the time at 14- and 28-day marks, respectively. Other benchmarks for acceptability were supported by survey and interview results. CONCLUSIONS Open trial results support the feasibility and acceptability of this theory-based intervention for heavy-drinking young adults. A planned randomized controlled trial will evaluate efficacy.
Collapse
Affiliation(s)
- Jennifer E Merrill
- Department of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Nioud Mulugeta Gebru
- Department of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Roselyn Peterson
- Department of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Gabriela López
- Department of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Cathy Lau-Barraco
- Department of Psychology, Old Dominion University, Norfolk, Virginia, USA
| | - Nancy P Barnett
- Department of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Kate B Carey
- Department of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island, USA
| |
Collapse
|
2
|
Murphy JG, Dennhardt AA, Tempchin J, Colgonis HE, McDevitt-Murphy ME, Borsari B, Berlin KS. Behavioral economic and wellness-based approaches for reducing alcohol use and consequences among diverse non-student emerging adults: study protocol for Project BLUE, a randomized controlled trial. Trials 2024; 25:173. [PMID: 38459579 PMCID: PMC10924404 DOI: 10.1186/s13063-024-08009-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 02/22/2024] [Indexed: 03/10/2024] Open
Abstract
BACKGROUND Emerging adults (EAs) who are not 4-year college students nor graduates are at elevated risk for lifetime alcohol use disorder, comorbid drug use, and mental health symptoms, compared to college graduates. There is a need for tailored brief alcohol intervention (BAI) approaches to reduce alcohol risk and to facilitate healthy development in this high-risk population. Most BAIs include a single session focused on discussing risks associated with drinking and correcting normative beliefs about drinking rates. EAs may benefit from additional elements that enhance general wellness. The substance-free activity session (SFAS) aims to clarify life goals and values and increase goal-directed activities that provide alternatives to alcohol use, and the relaxation training (RT) session teaches relaxation and stress reduction skills. METHODS The present study is a randomized 3-group (BAI + SFAS vs. RT + SFAS vs. education control) trial with 525 EAs (175 per group; estimated 50% women and 50% African American) who report recent risky drinking and who are not students or graduates of 4-year colleges. Participants will have the option of completing the intervention sessions in person or via a secure video teleconference. Levels of drinking and alcohol-related problems will be evaluated at baseline and 1, 3, 6, and 12 months post-intervention. The primary hypothesis is that both BAI + SFAS and RT + SFAS participants will report significantly greater reductions in alcohol use and problems relative to education control participants, with no differences in outcomes between the two active treatment conditions. DISCUSSION The results of this study will inform alcohol prevention efforts for high-risk community dwelling emerging adults. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT04776278.
Collapse
Affiliation(s)
- James G Murphy
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA.
| | - Ashley A Dennhardt
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA
| | - Jacob Tempchin
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA
| | - Hannah E Colgonis
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA
| | | | - Brian Borsari
- Mental Health Service (116B), San Francisco VAHCS, San Francisco, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, USA
| | - Kristoffer S Berlin
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA
| |
Collapse
|
3
|
Murphy JG, Dennhardt AA, Tempchin J, Colgonis HE, McDevitt-Murphy M, Borsari B, Berlin KS. Behavioral Economic and Wellness-based Approaches for Reducing Alcohol Use and Consequences Among Diverse Non-Student Emerging Adults: Study Protocol for Project BLUE, a Randomized Controlled Trial. RESEARCH SQUARE 2024:rs.3.rs-3732598. [PMID: 38405755 PMCID: PMC10889067 DOI: 10.21203/rs.3.rs-3732598/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Background Emerging adults (EAs) who are not 4-year college students nor graduates are at elevated risk for lifetime alcohol use disorder, comorbid drug use, and mental health symptoms, compared to college graduates. There is a need for tailored brief alcohol intervention (BAI) approaches to reduce alcohol risk and to facilitate healthy development in this high-risk population. Most BAIs include a single session focused on discussing risks associated with drinking and correcting normative beliefs about drinking rates. EAs may benefit from additional elements that enhance general wellness. The Substance-Free Activity Session (SFAS) aims to clarify life goals and values and increase goal-directed activities that provide alternatives to alcohol use, and the Relaxation Training (RT) session teaches relaxation and stress reduction skills. Methods The present study is a randomized 3-group (BAI+SFAS vs. RT+SFAS vs. education control) trial with 525 EAs (175 per group; estimated 50% women & 50% African American) who report recent risky drinking and who are not students or graduates of 4-year colleges. Participants will have the option of completing the intervention sessions in person or via a secure video teleconference. Levels of drinking and alcohol-related problems will be evaluated at baseline and 1, 3, 6, and 12-months post-intervention. The primary hypothesis is that both BAI+SFAS and RT+SFAS participants will report significantly greater reductions in alcohol use and problems relative to education control participants, with no differences in outcomes between the two active treatment conditions. Discussion The results of this study will inform alcohol prevention efforts for high-risk community dwelling emerging adults. ClinicalTrialsgov Identifier NCT04776278.
Collapse
Affiliation(s)
| | | | | | | | | | - Brian Borsari
- University of California San Francisco Department of Psychiatry
| | | |
Collapse
|
4
|
Contreras-Pérez ME, Wagner E, Hospital M, Morris S, Colby S, Magill M. Outcomes of a Brief Motivational Intervention for Heavy Alcohol Use in Racial or Ethnic Minority Compared to White Emerging Adults. JOURNAL OF EVIDENCE-BASED SOCIAL WORK (2019) 2024; 21:75-89. [PMID: 37766623 DOI: 10.1080/26408066.2023.2263454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/29/2023]
Abstract
PURPOSE This study used secondary data from a randomized controlled trial of a Brief Motivational Intervention (BMI) to examine whether Non-White participants had different treatment results compared to White participants. METHODS The outcome variables of this study were divided into primary outcomes (heavy drinking and consequences associated with alcohol use) and secondary outcomes (cognitive variables such as motivation to change alcohol use, and behavioral variables, including protective behavioral strategies). Linear regression analyses were conducted with the PROCESS macro for SPSS, to test if race or ethnicity moderated the relationship between BMI and each treatment outcome. Data was collected at two time points, six weeks and three months after treatment. RESULTS This study showed that race or ethnicity did not moderate treatment results for the four outcome variables. Additional within-group effect sizes were calculated for all racial and ethnic categories, showing that Hispanic/Latine and Black participants had larger effect sizes in all the outcome variables. DISCUSSION The discussion examines the potential strength of Motivational Interviewing due to its client-centered spirit, which naturally allows for incorporating values and identity-based factors, such as culture, into the session. CONCLUSION The results suggest similar BMI outcomes among White and Non-White emerging adults who engage in heavy drinking, potentially due to its client-centered approach. This is a preliminary study, and the results are therefore tentative.
Collapse
Affiliation(s)
- María Eugenia Contreras-Pérez
- Community-Based Research Institute, Florida International University, Miami, Florida, USA
- Research Center in Minority Institutions, Florida International University, Miami, Florida, USA
- Robert Stempel School of Social Work, Florida International University, Miami, Florida, USA
| | - Eric Wagner
- Community-Based Research Institute, Florida International University, Miami, Florida, USA
- Research Center in Minority Institutions, Florida International University, Miami, Florida, USA
- Robert Stempel School of Social Work, Florida International University, Miami, Florida, USA
| | - Michelle Hospital
- Community-Based Research Institute, Florida International University, Miami, Florida, USA
- Research Center in Minority Institutions, Florida International University, Miami, Florida, USA
- Department of Biostatistics, Florida International University, Miami, Florida, USA
| | - Staci Morris
- Community-Based Research Institute, Florida International University, Miami, Florida, USA
- Research Center in Minority Institutions, Florida International University, Miami, Florida, USA
- Robert Stempel School of Social Work, Florida International University, Miami, Florida, USA
| | - Suzanne Colby
- Department of Psychiatry & Human Behavior, Center for Alcohol and Addiction Studies, Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Molly Magill
- Center for Alcohol and Addiction Studies, Brown University, Providence, Rhode Island, USA
| |
Collapse
|
5
|
Schwenker R, Dietrich CE, Hirpa S, Nothacker M, Smedslund G, Frese T, Unverzagt S. Motivational interviewing for substance use reduction. Cochrane Database Syst Rev 2023; 12:CD008063. [PMID: 38084817 PMCID: PMC10714668 DOI: 10.1002/14651858.cd008063.pub3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
BACKGROUND Substance use is a global issue, with around 30 to 35 million individuals estimated to have a substance-use disorder. Motivational interviewing (MI) is a client-centred method that aims to strengthen a person's motivation and commitment to a specific goal by exploring their reasons for change and resolving ambivalence, in an atmosphere of acceptance and compassion. This review updates the 2011 version by Smedslund and colleagues. OBJECTIVES To assess the effectiveness of motivational interviewing for substance use on the extent of substance use, readiness to change, and retention in treatment. SEARCH METHODS We searched 18 electronic databases, six websites, four mailing lists, and the reference lists of included studies and reviews. The last search dates were in February 2021 and November 2022. SELECTION CRITERIA We included randomised controlled trials with individuals using drugs, alcohol, or both. Interventions were MI or motivational enhancement therapy (MET), delivered individually and face to face. Eligible control interventions were no intervention, treatment as usual, assessment and feedback, or other active intervention. DATA COLLECTION AND ANALYSIS We used standard methodological procedures expected by Cochrane, and assessed the certainty of evidence with GRADE. We conducted meta-analyses for the three outcomes (extent of substance use, readiness to change, retention in treatment) at four time points (post-intervention, short-, medium-, and long-term follow-up). MAIN RESULTS We included 93 studies with 22,776 participants. MI was delivered in one to nine sessions. Session durations varied, from as little as 10 minutes to as long as 148 minutes per session, across included studies. Study settings included inpatient and outpatient clinics, universities, army recruitment centres, veterans' health centres, and prisons. We judged 69 studies to be at high risk of bias in at least one domain and 24 studies to be at low or unclear risk. Comparing MI to no intervention revealed a small to moderate effect of MI in substance use post-intervention (standardised mean difference (SMD) 0.48, 95% confidence interval (CI) 0.07 to 0.89; I2 = 75%; 6 studies, 471 participants; low-certainty evidence). The effect was weaker at short-term follow-up (SMD 0.20, 95% CI 0.12 to 0.28; 19 studies, 3351 participants; very low-certainty evidence). This comparison revealed a difference in favour of MI at medium-term follow-up (SMD 0.12, 95% CI 0.05 to 0.20; 16 studies, 3137 participants; low-certainty evidence) and no difference at long-term follow-up (SMD 0.12, 95% CI -0.00 to 0.25; 9 studies, 1525 participants; very low-certainty evidence). There was no difference in readiness to change (SMD 0.05, 95% CI -0.11 to 0.22; 5 studies, 1495 participants; very low-certainty evidence). Retention in treatment was slightly higher with MI (SMD 0.26, 95% CI -0.00 to 0.52; 2 studies, 427 participants; very low-certainty evidence). Comparing MI to treatment as usual revealed a very small negative effect in substance use post-intervention (SMD -0.14, 95% CI -0.27 to -0.02; 5 studies, 976 participants; very low-certainty evidence). There was no difference at short-term follow-up (SMD 0.07, 95% CI -0.03 to 0.17; 14 studies, 3066 participants), a very small benefit of MI at medium-term follow-up (SMD 0.12, 95% CI 0.02 to 0.22; 9 studies, 1624 participants), and no difference at long-term follow-up (SMD 0.06, 95% CI -0.05 to 0.17; 8 studies, 1449 participants), all with low-certainty evidence. There was no difference in readiness to change (SMD 0.06, 95% CI -0.27 to 0.39; 2 studies, 150 participants) and retention in treatment (SMD -0.09, 95% CI -0.34 to 0.16; 5 studies, 1295 participants), both with very low-certainty evidence. Comparing MI to assessment and feedback revealed no difference in substance use at short-term follow-up (SMD 0.09, 95% CI -0.05 to 0.23; 7 studies, 854 participants; low-certainty evidence). A small benefit for MI was shown at medium-term (SMD 0.24, 95% CI 0.08 to 0.40; 6 studies, 688 participants) and long-term follow-up (SMD 0.24, 95% CI 0.07 to 0.41; 3 studies, 448 participants), both with moderate-certainty evidence. None of the studies in this comparison measured substance use at the post-intervention time point, readiness to change, and retention in treatment. Comparing MI to another active intervention revealed no difference in substance use at any follow-up time point, all with low-certainty evidence: post-intervention (SMD 0.07, 95% CI -0.15 to 0.29; 3 studies, 338 participants); short-term (SMD 0.05, 95% CI -0.03 to 0.13; 18 studies, 2795 participants); medium-term (SMD 0.08, 95% CI -0.01 to 0.17; 15 studies, 2352 participants); and long-term follow-up (SMD 0.03, 95% CI -0.07 to 0.13; 10 studies, 1908 participants). There was no difference in readiness to change (SMD 0.15, 95% CI -0.00 to 0.30; 5 studies, 988 participants; low-certainty evidence) and retention in treatment (SMD -0.04, 95% CI -0.23 to 0.14; 12 studies, 1945 participants; moderate-certainty evidence). We downgraded the certainty of evidence due to inconsistency, study limitations, publication bias, and imprecision. AUTHORS' CONCLUSIONS Motivational interviewing may reduce substance use compared with no intervention up to a short follow-up period. MI probably reduces substance use slightly compared with assessment and feedback over medium- and long-term periods. MI may make little to no difference to substance use compared to treatment as usual and another active intervention. It is unclear if MI has an effect on readiness to change and retention in treatment. The studies included in this review were heterogeneous in many respects, including the characteristics of participants, substance(s) used, and interventions. Given the widespread use of MI and the many studies examining MI, it is very important that counsellors adhere to and report quality conditions so that only studies in which the intervention implemented was actually MI are included in evidence syntheses and systematic reviews. Overall, we have moderate to no confidence in the evidence, which forces us to be careful about our conclusions. Consequently, future studies are likely to change the findings and conclusions of this review.
Collapse
Affiliation(s)
- Rosemarie Schwenker
- Institute of General Practice and Family Medicine, Center of Health Sciences, Martin Luther University Halle Wittenberg, Halle (Saale), Germany
| | - Carla Emilia Dietrich
- Institute of General Practice and Family Medicine, Center of Health Sciences, Martin Luther University Halle Wittenberg, Halle (Saale), Germany
| | - Selamawit Hirpa
- Institute of General Practice and Family Medicine, Center of Health Sciences, Martin Luther University Halle Wittenberg, Halle (Saale), Germany
- Department of Preventive Medicine, School of Public Health, Addis Ababa University, Addis Ababa, Ethiopia
| | - Monika Nothacker
- Institute for Medical Knowledge Management, Association of the Scientific Medical Societies in Germany, Berlin, c/o Philipps University Marburg, Berlin & Marburg, Germany
| | | | - Thomas Frese
- Institute of General Practice and Family Medicine, Center of Health Sciences, Martin Luther University Halle Wittenberg, Halle (Saale), Germany
| | - Susanne Unverzagt
- Institute of General Practice and Family Medicine, Center of Health Sciences, Martin Luther University Halle Wittenberg, Halle (Saale), Germany
| |
Collapse
|
6
|
Orchowski LM, Merrill JE, Oesterle DW, Barnett NP, Borsari B, Zlotnick C, Haikalis MP, Bekowitz AD. Integrated Alcohol Use and Sexual Assault Prevention Program for College Men Who Engage in Heavy Drinking: Randomized Pilot Study. JMIR Form Res 2023; 7:e47354. [PMID: 37995129 DOI: 10.2196/47354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 08/31/2023] [Accepted: 09/08/2023] [Indexed: 11/24/2023] Open
Abstract
BACKGROUND Sexual assault is prevalent on college campuses and most commonly is perpetrated by men. Problematically, there is a dearth of evidence-based prevention programs targeting men as perpetrators of sexual aggression. The Sexual Assault and Alcohol Feedback and Education (SAFE) program is an integrated alcohol and sexual assault prevention intervention for college men who engage in heavy drinking that aims to address sexual aggression proclivity and alcohol use outcomes by incorporating social norms theory, bystander intervention, and motivational interviewing. OBJECTIVE This study aims to examine the initial feasibility-, acceptability-, and efficacy-related outcomes of a randomized pilot trial of an integrated alcohol and sexual assault prevention program for college men who engage in heavy drinking. METHODS This study included 115 college men who engaged in heavy drinking, who were randomly assigned to the SAFE program or a mindfulness-based control condition (MBCC). The feasibility of implementation, adequacy of participant retention, fidelity and competency of program administration, and satisfaction and utility of the intervention were evaluated. The primary outcomes of alcohol use and sexual aggression were evaluated at 2 and 6 months after baseline. The secondary outcomes of perceived peer norms, risks for sexual aggression, and bystander intervention were also assessed. The extent to which the motivational interviewing session with personalized normative feedback facilitated changes in the proximal outcomes of drinking intentions, motivation to change, and self-efficacy was also examined. RESULTS The study procedures resulted in high program completion and retention (>80%), high fidelity to the program manual (>80% of the content included), high competency in program administration, and high ratings of satisfaction and program utility in addressing sexual relationships and alcohol use. Both groups reported declines in the number of drinks per week and number of heavy drinking days. Compared with the MBCC participants, the SAFE participants reported higher motivation to change alcohol use after the program, as well as greater use of alcohol protective behavioral strategies at 6 months. Compared with the MBCC participants, the SAFE participants also reported lower perceived peer engagement in sexual coercion, perceived peer comfort with sexism, and peer drinking norms at 2 and 6 months. However, no group differences were observed in sexual aggression severity, rape myth acceptance, or the labeling of sexual consent. Results regarding bystander intervention intentions were mixed, with the MBCC group showing decreased intentions at 2 months and the SAFE group reporting increased intentions at both 2 and 6 months. CONCLUSIONS The findings provide promising evidence for the feasibility, acceptability, utility, and preliminary efficacy of the SAFE program in reducing alcohol use and positively influencing perceived peer norms and intentions for bystander intervention among college men who drink. TRIAL REGISTRATION ClinicalTrials.gov NCT05773027; https://clinicaltrials.gov/study/NCT05773027.
Collapse
Affiliation(s)
- Lindsay M Orchowski
- Rhode Island Hospital, Providence, RI, United States
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, United States
- Brown University/Lifespan Center for Digital Health, Providence, RI, United States
| | - Jennifer E Merrill
- Center for Alcohol and Addiction Studies, Brown University, Providence, RI, United States
| | - Daniel W Oesterle
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, United States
| | - Nancy P Barnett
- Center for Alcohol and Addiction Studies, Brown University, Providence, RI, United States
| | - Brian Borsari
- San Francisco Veterans Affairs Health System, San Francisco, CA, United States
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | - Caron Zlotnick
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, United States
| | - Michelle P Haikalis
- Center for Alcohol and Addiction Studies, Brown University, Providence, RI, United States
| | - Alan D Bekowitz
- Indepedent Researcher and Practitioner, Mount Shasta, CA, United States
| |
Collapse
|
7
|
Stevens AK, Gunn RL, Sokolovsky AW, Colby SM, Jackson KM. Examining the heterogeneity of polysubstance use patterns in young adulthood by age and college attendance. Exp Clin Psychopharmacol 2022; 30:701-713. [PMID: 33970653 PMCID: PMC8578597 DOI: 10.1037/pha0000472] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Substance use in young adulthood and polysubstance users (PSU), in particular, pose unique risks for adverse consequences. Prior research on young adult PSU has identified multiple classes of users, but most work has focused on college students. We examined PSU patterns by age and college attendance during young adulthood in two nationally representative samples. Using National Epidemiological Survey on Alcohol and Related Conditions (NESARC) Wave 1 and NESARC-III data sets, multigroup latent class analysis (MG-LCA) was employed to examine PSU patterns based on age (18-24 vs. 25-34) and determine whether solutions were similar (i.e., statistically invariant) by college attendance/graduation. Classes were estimated by binary past-year use of sedatives, tranquilizers, opioids/painkillers, heroin, amphetamines/stimulants, cocaine, hallucinogens, club drugs, and inhalants, and past-year frequency of alcohol, cigarette, and cannabis use. PSU patterns are largely replicated across waves. Model fit supported 3-class solutions in each MG-LCA: Low frequency-limited-range PSU (alcohol, cigarettes, and cannabis only), medium-to-high frequency limited-range PSU (alcohol, cigarettes, and cannabis only), and extended-range PSU (ER PSU; all substances). Apart from one model, MG-LCA solutions were not invariant by college attendance/graduation, suggesting important differences between these groups. Except for alcohol, cannabis, and cigarette use frequency, results showed that probabilities of illicit and prescription drug use declined in the older age group. Findings also supported examining college and noncollege youth separately when studying PSU. ER PSU may be uniquely vulnerable to coingesting substances, particularly for nongraduates, warranting future research to classify patterns of simultaneous PSU and identify predictors and consequences of high-risk combinations (e.g., alcohol and opioids). (PsycInfo Database Record (c) 2022 APA, all rights reserved).
Collapse
Affiliation(s)
- Angela K Stevens
- Center for Alcohol and Addiction Studies, Brown University School of Public Health
| | - Rachel L Gunn
- Center for Alcohol and Addiction Studies, Brown University School of Public Health
| | | | - Suzanne M Colby
- Center for Alcohol and Addiction Studies, Brown University School of Public Health
| | - Kristina M Jackson
- Center for Alcohol and Addiction Studies, Brown University School of Public Health
| |
Collapse
|
8
|
Lauckner C, Walthers J, Stuck J, Bryant K, Edelman EJ, Fiellin DA, Hansen NB, Kahler CW, Magill M, Mastroleo NR, Maisto SA. The Relationship Between Drinking Behavior and Conversational Processes During a Brief Alcohol Reduction Intervention for People with HIV. AIDS Behav 2022; 26:2067-2080. [PMID: 35001249 PMCID: PMC10461530 DOI: 10.1007/s10461-021-03553-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/02/2021] [Indexed: 11/26/2022]
Abstract
People with HIV (PWH) frequently engage in unhealthy alcohol use, which can adversely affect antiretroviral adherence and HIV disease progression. Brief interventions based on Motivational Interviewing (MI), including the Brief Negotiated Interview (BNI), can help to reduce drinking. This study examines MI processes observed during a single 15-20 min BNI session delivered by social workers to PWH with unhealthy alcohol use (N = 59) in the context of a stepped care intervention to reduce alcohol consumption. BNI sessions were coded for technical and relational processes encouraged in MI, such as autonomy support, instructive language, and self-exploration. Multiple regression analyses explored the relationship between: (1) Participants' pre-intervention drinking behaviors (weekly drinks and heavy drinking days) and these MI processes, and (2) MI processes and intervention outcomes. Results indicated that PWH who reported more weekly drinks at baseline engaged in less self-exploration, while social workers delivering the BNI used less instructive language for those who reported more heavy drinking days. PWH who engaged in more self-exploration and received more autonomy support had fewer heavy drinking days 6 months after the intervention. These findings suggest the value of providing more opportunities within BNIs to encourage self-exploration, as it may help to enhance intervention efficacy.
Collapse
Affiliation(s)
- Carolyn Lauckner
- Department of Behavioral Science, University of Kentucky College of Medicine, 464 Healthy Kentucky Research Bldg, 760 Press Ave, Lexington, KY, 40536, USA.
| | - Justin Walthers
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | - Jennifer Stuck
- Department of Behavioral Science, University of Kentucky College of Medicine, 464 Healthy Kentucky Research Bldg, 760 Press Ave, Lexington, KY, 40536, USA
| | - Kendall Bryant
- Division of HIV/AIDS Research, National Institute On Alcohol Abuse and Alcoholism, Bethesda, MD, USA
| | - E Jennifer Edelman
- Program in Addiction Medicine and Center for Interdisciplinary Research on AIDS, Yale School of Medicine, Yale School of Public Health, New Haven, CT, USA
| | - David A Fiellin
- Program in Addiction Medicine and Center for Interdisciplinary Research on AIDS, Yale School of Medicine, Yale School of Public Health, New Haven, CT, USA
| | - Nathan B Hansen
- Department of Health Promotion and Behavior, University of Georgia College of Public Health, Athens, GA, USA
| | - Christopher W Kahler
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | - Molly Magill
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | | | - Stephen A Maisto
- Department of Psychology, Syracuse University College of Arts & Sciences, Syracuse, NY, USA
| |
Collapse
|
9
|
Oddo LE, Meinzer MC, Tang A, Murphy JG, Vasko JM, Lejuez CW, Chronis-Tuscano A. Enhanced Brief Motivational Intervention for College Student Drinkers With ADHD: Goal-Directed Activation as a Mechanism of Change. Behav Ther 2021; 52:1198-1212. [PMID: 34452673 PMCID: PMC8403236 DOI: 10.1016/j.beth.2021.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 01/19/2021] [Accepted: 01/19/2021] [Indexed: 10/22/2022]
Abstract
College students with attention-deficit/hyperactivity disorder (ADHD) are at risk for alcohol-related problems and disorders relative to their typically developing peers. Despite risk, the optimal therapeutic approach for reducing problem alcohol use in students with ADHD, and mechanisms of change underlying treatment effects in this population, are largely unknown. The current study evaluated putative mechanisms of change in a randomized controlled trial of two harm reduction interventions for college student drinkers with ADHD (N = 113; 49% male): brief motivational intervention plus supportive counseling (BMI + SC) versus brief motivational intervention plus behavioral activation (BMI + BA). Results showed that participants in the BMI + BA condition engaged in more goal-directed activation and less avoidant behavior over the course of treatment compared to those in the BMI + SC condition, in turn predicting reductions in alcohol-related negative consequences. Effects were more robust 1 month following intervention, and diminished by 3 months. Sensitivity analyses revealed a significant indirect effect of treatment condition on alcohol-related negative consequence via reductions in avoidance over treatment. Post hoc moderated mediations showed that BMI + BA engaged target mechanisms more robustly for students with more severe ADHD and depressive symptoms compared to BMI + SC. These findings support the application of BMI + BA intervention, particularly in targeting goal-directed activation and avoidance/rumination in at-risk student drinkers with ADHD.
Collapse
Affiliation(s)
- Lauren E. Oddo
- Department of Psychology, University of Maryland, College Park
| | - Michael C. Meinzer
- Department of Psychology, University of Maryland, College Park,Department of Psychology, University of Illinois Chicago
| | - Alva Tang
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park
| | | | | | | | | |
Collapse
|
10
|
Hurlocker MC, Moyers TB, Houck J. Can a pure motivational interviewing intervention be manualized and still efficacious? A test of feasibility and initial efficacy. Psychotherapy (Chic) 2021; 58:196-205. [PMID: 34410789 PMCID: PMC8378676 DOI: 10.1037/pst0000309] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The importance of attending to the therapeutic process despite the challenges in manualizing it is demonstrated in the empirical evolution of motivational interviewing (MI). Whereas manuals exist for adaptations of MI, no manual has been developed and tested for MI in its pure form (pure MI). This study evaluated the feasibility and initial efficacy of a pure MI intervention manual - MI for risky social drinking (MI-RSD) - designed to target risky social drinking behaviors in college students with social anxiety. A pilot sample of 42 college students completed measures of alcohol use and mental health symptoms and the MI-RSD intervention. We developed a manual for the 2-session MI-RSD intervention, trained 4 clinical doctoral students, and used observer-, therapist- and participant-completed measures to evaluate fidelity. Therapists met beginner proficiency in MI fidelity and participant gave high ratings of therapist adherence to MI and working alliance, demonstrating intervention feasibility. Also, participants reported significant reductions in hazardous drinking and evaluation fears, but not in social interaction anxiety. We offer preliminary evidence that pure MI can be manualized and effective. Specifically, MI-RSD represents an alternative to MI adaptations in mitigating alcohol-related harm for young adults. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
Collapse
|
11
|
Ladd BO, Murphy JG, Borsari B. Integration of motivational interviewing and behavioral economic theories to enhance brief alcohol interventions: Rationale and preliminary examination of client language. Exp Clin Psychopharmacol 2021; 29:90-98. [PMID: 32191069 PMCID: PMC7501195 DOI: 10.1037/pha0000363] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Motivational interviewing (MI) is a widely disseminated evidence-based therapeutic approach for engaging clients and motivating health behavior change, especially risky substance use. Refinement of MI theory over the past few decades has provided empirical evidence that the technical component of MI (in-session client language) is a promising mechanism of behavior change (MOBC). However, heterogeneous and small to moderate effect sizes suggest the need for refinement of MOBC measurement and consideration of other types of client language. The current article presents a complementary integration of current MI theory and behavioral economic (BE) mechanisms to further understanding of in-session factors associated with subsequent behavior change. In this paper, we define some of the key MOBCs from MI and BE theories, describe our integrated framework, and present preliminary findings from a pilot study of the effectiveness and MOBCs of a novel BE-informed application of MI in risky college student drinkers. Results from preliminary coding development suggest that BE-informed measures of client language better predict response to a brief intervention in risky college students than traditional change talk measures. We posit that BE theory can offer insight into meaningful session content beyond the current MI constructs of change talk and sustain talk, which in turn may serve to enhance development of clinical practice and inform scientific investigations. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
Collapse
Affiliation(s)
- Benjamin O. Ladd
- Department of Psychology, Washington State University Vancouver, 14204 NE Salmon Creek Ave, Vancouver, WA 98686
| | - James G. Murphy
- Department of Psychology, University of Memphis, Memphis, TN 38152
| | - Brian Borsari
- Mental Health Service (116B), San Francisco VA Medical Center, 4150 Clement St., San Francisco CA 94121,Department of Psychiatry, University of California, San Francisco, 401 Parnassus Ave., San Francisco, CA 94143
| |
Collapse
|
12
|
Steele DW, Becker SJ, Danko KJ, Balk EM, Adam GP, Saldanha IJ, Trikalinos TA. Brief Behavioral Interventions for Substance Use in Adolescents: A Meta-analysis. Pediatrics 2020; 146:peds.2020-0351. [PMID: 32928988 DOI: 10.1542/peds.2020-0351] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/11/2020] [Indexed: 11/24/2022] Open
Abstract
CONTEXT Adolescents with problematic substance use (SU) are at risk for far-reaching adverse outcomes. OBJECTIVE Synthesize the evidence regarding the effects of brief behavioral interventions for adolescents (12-20 years) with problematic SU. DATA SOURCES We conducted literature searches in Medline, the Cochrane Central Register of Controlled Trials, Embase, Cumulative Index to Nursing and Allied Health Literature, and PsycInfo through October 31, 2019. STUDY SELECTION We screened 33 272 records and citations for interventions in adolescents with at least problematic SU, retrieved 1831 articles, and selected 22 randomized controlled trials of brief interventions meeting eligibility criteria for meta-analysis. DATA EXTRACTION We followed Agency for Healthcare Research and Quality guidelines. We categorized brief interventions into components, including motivational interviewing (MI), psychoeducation, and treatment as usual. Outcomes included SU (abstinence, days used per month) for alcohol and cannabis, and substance-related problem scales. Strength of evidence (SoE) was assessed. RESULTS Both pairwise and network meta-analyses were conducted by using random effects models. Compared to treatment as usual, the use of MI reduces heavy alcohol use days by 0.7 days per month (95% credible interval [CrI]: -1.6 to 0.02; low SoE), alcohol use days by 1.1 days per month (95% CrI -2.2 to -0.3; moderate SoE), and overall substance-related problems by a standardized net mean difference of 0.5 (95% CrI -1.0 to 0; low SoE). The use of MI did not reduce cannabis use days, with a net mean difference of -0.05 days per month (95% CrI: -0.26 to 0.14; moderate SoE). LIMITATIONS There was lack of consistently reported outcomes and limited available comparisons. CONCLUSIONS The use of MI reduces heavy alcohol use, alcohol use days, and SU-related problems in adolescents but does not reduce cannabis use days.
Collapse
Affiliation(s)
- Dale W Steele
- Evidence-based Practice Center, Center for Evidence Synthesis in Health and .,Departments of Health Services, Policy, and Practice and.,Departments of Emergency Medicine.,Pediatrics, and
| | - Sara J Becker
- Behavioral and Social Sciences, School of Public Health and.,Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, Rhode Island
| | - Kristin J Danko
- Evidence-based Practice Center, Center for Evidence Synthesis in Health and.,Departments of Health Services, Policy, and Practice and
| | - Ethan M Balk
- Evidence-based Practice Center, Center for Evidence Synthesis in Health and.,Departments of Health Services, Policy, and Practice and
| | - Gaelen P Adam
- Evidence-based Practice Center, Center for Evidence Synthesis in Health and.,Departments of Health Services, Policy, and Practice and
| | - Ian J Saldanha
- Evidence-based Practice Center, Center for Evidence Synthesis in Health and.,Departments of Health Services, Policy, and Practice and
| | - Thomas A Trikalinos
- Evidence-based Practice Center, Center for Evidence Synthesis in Health and.,Departments of Health Services, Policy, and Practice and
| |
Collapse
|
13
|
Cassidy RN, Bernstein MH, Magill M, MacKillop J, Murphy JG, Colby SM. Alcohol demand moderates brief motivational intervention outcomes in underage young adult drinkers. Addict Behav 2019; 98:106044. [PMID: 31330464 PMCID: PMC6708778 DOI: 10.1016/j.addbeh.2019.106044] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 06/10/2019] [Accepted: 07/04/2019] [Indexed: 10/26/2022]
Abstract
INTRODUCTION The Alcohol Purchase Task (APT), a behavioral economic measure of alcohol's reinforcing value (demand), has been used to predict the effects of Brief Motivational Intervention (BMI) on alcohol use outcomes. However, it is not known whether BMI may be more or less efficacious, relative to control, among those with different levels of alcohol demand prior to treatment. METHODS Non college-attending young adults (N = 150) reporting past-month heavy drinking were randomized to a single in-person session of BMI or a relaxation training control (REL). The BMI included delivery of personalized feedback and focused on developing discrepancy between the young adults' goals and their current pattern of alcohol use. At baseline, participants completed assessments of alcohol use and the APT. Drinking levels were re-assessed at 6 weeks and 3 months post-intervention. Demand indices derived from the APT were examined as moderators of treatment effects on follow-up drinking after covarying for baseline alcohol use. RESULTS Two of four APT demand indices - intensity and Omax - moderated treatment outcomes. Relative to REL, BMI led to greater reductions in total number of drinks consumed and drinks per drinking day among participants with higher baseline alcohol demand. This association was not observed among participants with lower levels of alcohol demand. CONCLUSIONS These results demonstrate that BMI may be particularly beneficial for those with a high reinforcing value of alcohol. The mechanism for this effect is unclear, and determining the process by which BMI confers increased benefit for these individuals is a fruitful area for future work.
Collapse
Affiliation(s)
- Rachel N Cassidy
- Center for Alcohol & Addiction Studies, Brown University, United States.
| | | | - Molly Magill
- Center for Alcohol & Addiction Studies, Brown University, United States
| | - James MacKillop
- Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, United States
| | - James G Murphy
- Department of Psychology, University of Memphis, United States
| | - Suzanne M Colby
- Center for Alcohol & Addiction Studies, Brown University, United States
| |
Collapse
|
14
|
Walthers J, Janssen T, Mastroleo NR, Hoadley A, Barnett NP, Colby SM, Magill M. A Sequential Analysis of Clinician Skills and Client Change Statements in a Brief Motivational Intervention for Young Adult Heavy Drinking. Behav Ther 2019; 50:732-742. [PMID: 31208683 PMCID: PMC6582982 DOI: 10.1016/j.beth.2018.11.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 11/19/2018] [Accepted: 11/21/2018] [Indexed: 11/17/2022]
Abstract
This study examined sequential relationships between clinician skills and client statements about behavior change in a randomized clinical trial comparing a brief motivational intervention (BMI) to a relaxation training control condition (REL) in a sample of heavy drinking young adults. Clinician and client interactions (N = 167) were assessed according to two established observational rating systems. Sequential analyses examined the transitional associations between clinicians' use of MI-eliciting skills (i.e., questions and reflections), MI-supportive skills (e.g., affirmations, emphasize client autonomy, statements of support), MI-inconsistent skills (e.g., confrontations, unsolicited advice), and subsequent client statements about behavior change (i.e., change talk or sustain talk). In both conditions, clinicians' use of MI-elicitation skills operated in a manner that was largely consistent (100% in BMI; 84% in REL) with the directional relationships proposed by MI theory (i.e., The Technical Hypothesis). More detailed analyses of the BMI condition showed clinician skills were related to statements about behavior change somewhat differently in drinking compared to coping discussions. While elicitations of change talk were associated with increased odds of their intended response (i.e., distal drinking and proximal coping change talk), elicitations of proximal coping sustain talk were associated with higher odds of proximal change talk. MI-supportive skills were also associated with increased odds of proximal change talk, and instances of proximal sustain talk were rare in the sample. This fine-grained analysis presents sequential transitions to client change and sustain talk with greater classification specificity than has been previously reported. Such efforts have the potential to advance our understanding of the function of MI skills in promoting client discussions about drinking (i.e., evoking) and coping (i.e., planning) behavior change.
Collapse
Affiliation(s)
| | - Tim Janssen
- Brown University, Center for Alcohol and Addiction Studies
| | | | - Ariel Hoadley
- Brown University, Center for Alcohol and Addiction Studies
| | | | | | - Molly Magill
- Brown University, Center for Alcohol and Addiction Studies.
| |
Collapse
|
15
|
Murphy JG, Dennhardt AA, Martens MP, Borsari B, Witkiewitz K, Meshesha LZ. A randomized clinical trial evaluating the efficacy of a brief alcohol intervention supplemented with a substance-free activity session or relaxation training. J Consult Clin Psychol 2019; 87:657-669. [PMID: 31070386 DOI: 10.1037/ccp0000412] [Citation(s) in RCA: 90] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Behavioral economic theory suggests that a reduction in alcohol use is most likely when there is an increase in rewarding substance-free activities. Anxiety has also been linked to heavy drinking, and strategies to reduce anxiety may enhance alcohol interventions. The goal of this 2-site randomized controlled clinical trial was to evaluate the efficacy of a brief alcohol intervention that was supplemented with either a behavioral economic substance-free activity session (SFAS) or a relaxation training (Relaxation training [RT]) session. METHOD Participants were 393 college students (61% female, mean age = 18.77 years) who reported 2 or more past-month heavy drinking episodes. Participants were randomized to 1 of 3 conditions: (a) assessment; (b) alcohol brief motivational intervention (BMI) plus SFAS; or (c) BMI plus RT. Both treatment conditions included 2 in-person sessions plus a phone booster session. Outcomes were evaluated 1-, 6-, 12-, and 16-months postintervention. RESULTS Generalized linear mixed models indicated that the combination of a BMI plus either the SFAS or RT was associated with significant reductions in alcohol use and problems across the 16-month follow-up compared with assessment only. There were no significant differences between the two active treatment conditions. Changes in proportional reinforcement from substance-related activities, and protective behavioral strategies mediated treatment effects. CONCLUSION Two-session (plus booster) interventions that combine BMI and either substance-free activity enhancement or RT can result in enduring reductions in alcohol misuse among college drinkers. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
Collapse
|
16
|
Magill M, Janssen T, Mastroleo N, Hoadley A, Walthers J, Barnett N, Colby S. Motivational interviewing technical process and moderated relational process with underage young adult heavy drinkers. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2019; 33:128-138. [PMID: 30640505 PMCID: PMC6405317 DOI: 10.1037/adb0000440] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
This study tested technical and relational processes hypothesized to explain the therapeutic benefit of an efficacious brief motivational interview (BMI). A randomized controlled trial compared the efficacy of a BMI to an attention-matched control (i.e., relaxation training [REL]) for reducing heavy alcohol consumption and associated negative consequences. Participants were underage, past-month heavy drinkers recruited from community settings (N = 167; ages 17-20; 62% female; 59% White). Data were collected on session recordings, using established motivational interviewing process measures. Statistical analyses followed 3 steps. First, a latent class model determined the optimal class solution for characterizing proportion change talk means within BMI and REL. Next, the probability of proportion change talk class membership was examined as a mediator and then as a moderated mediator of BMI efficacy. The latent class model yielded a 3-class solution, including a low-increasing proportion change talk class (n = 61), a moderate-increasing proportion change talk class (n = 97), and a nonlinear proportion change talk class (n = 7). Across the outcomes examined, membership in the moderate-increasing class rather than the low-increasing class mediated BMI effects on alcohol-related consequences at 6 weeks. Mediation tests for consequences at 3 months and heavy drinking were nonsignificant. Moderated mediation results for therapist empathy and MI Spirit were nonsignificant. Findings suggest that moderate increases in prochange statements, relative to anti- or neutral-change statements, help explain BMI effects on reducing alcohol-related negative consequences soon after intervention. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
Collapse
Affiliation(s)
- Molly Magill
- Center for Alcohol and Addiction Studies, Brown University
| | - Tim Janssen
- Center for Alcohol and Addiction Studies, Brown University
| | - Nadine Mastroleo
- Department of Community and Public Affairs, Binghamton University
| | - Ariel Hoadley
- Center for Alcohol and Addiction Studies, Brown University
| | | | - Nancy Barnett
- Center for Alcohol and Addiction Studies, Brown University
| | - Suzanne Colby
- Center for Alcohol and Addiction Studies, Brown University
| |
Collapse
|