1
|
Zhou X, Thompson LK, Pagano A, Rahman N, Patel S, Gibson D, Ibrahim A, Casanova B, Schwartz RP, Vocci FJ, Clarke DE. Patient Engagement in and Adaptations to Delivery of Outpatient Care for Opioid Use Disorder During the COVID-19 Pandemic. Psychiatr Serv 2024; 75:258-267. [PMID: 37855101 DOI: 10.1176/appi.ps.202100507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2023]
Abstract
OBJECTIVE The authors investigated adaptations to outpatient care delivery and changes in treatment demand and engagement among patients receiving medications for opioid use disorder (MOUD) in the months after the declaration of the COVID-19 public health emergency in 2020. METHODS Data were collected through an online survey (June-November 2020) of outpatient MOUD prescribers. The survey obtained information on outpatient practices' adaptations to MOUD treatment and urine drug screening (UDS) and elicited provider views on the effects of the COVID-19 pandemic on patient demand for, and engagement in, treatment. Multivariable regression analyses were used to examine associations among practice characteristics, patient engagement, and service adaptations. RESULTS Of 516 respondents, 74% reported adaptations to MOUD delivery during the pandemic. Most respondents implemented virtual visits for initial (67%) and follow-up (77%) contacts. Prescribers of buprenorphine were more likely than those who did not prescribe the medication to report MOUD adaptations. Among respondents reporting any MOUD adaptation, 77% made adaptations to their UDS practices. Among 513 respondents who answered COVID-19-related questions, 89% reported that the pandemic had affected the treatment and engagement of their patients. Of these respondents, 30% reported increased difficulty with patient engagement, and 45% reported that their patients preferred virtual visits during this period, whereas 18% endorsed patient preference for in-person visits. CONCLUSIONS Telehealth and federal regulatory easements in response to the COVID-19 pandemic enabled providers to continue treating patients for opioid use disorder in 2020. The results suggest that care adaptations and changes in patient demand and engagement were common in the practices surveyed.
Collapse
Affiliation(s)
- Xinzhe Zhou
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Laura K Thompson
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Anna Pagano
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Nusrat Rahman
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Sejal Patel
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Debbie Gibson
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Adila Ibrahim
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Barbara Casanova
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Robert P Schwartz
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Frank J Vocci
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| | - Diana E Clarke
- Division of Research, American Psychiatric Association, Washington, D.C. (Zhou, Thompson, Rahman, Patel, Gibson, Casanova, Clarke); Quality and Science Department, American Society of Addiction Medicine, Rockville, Maryland (Pagano); Friends Research Institute, Baltimore (Ibrahim, Schwartz, Vocci); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Clarke)
| |
Collapse
|
2
|
Rush AJ, Gore-Langton RE, Bart G, Bradley KA, Campbell CI, McKay J, Oslin DW, Saxon AJ, Winhusen TJ, Wu LT, Moran LM, Tai B. Tools to implement measurement-based care (MBC) in the treatment of opioid use disorder (OUD): toward a consensus. Addict Sci Clin Pract 2024; 19:14. [PMID: 38419116 PMCID: PMC10902994 DOI: 10.1186/s13722-024-00446-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] [Received: 08/29/2023] [Accepted: 02/13/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND The prevalence and associated overdose death rates from opioid use disorder (OUD) have dramatically increased in the last decade. Despite more available treatments than 20 years ago, treatment access and high discontinuation rates are challenges, as are personalized medication dosing and making timely treatment changes when treatments fail. In other fields such as depression, brief measures to address these tasks combined with an action plan-so-called measurement-based care (MBC)-have been associated with better outcomes. This workgroup aimed to determine whether brief measures can be identified for using MBC for optimizing dosing or informing treatment decisions in OUD. METHODS The National Institute on Drug Abuse Center for the Clinical Trials Network (NIDA CCTN) in 2022 convened a small workgroup to develop consensus about clinically usable measures to improve the quality of treatment delivery with MBC methods for OUD. Two clinical tasks were addressed: (1) to identify the optimal dose of medications for OUD for each patient and (2) to estimate the effectiveness of a treatment for a particular patient once implemented, in a more granular fashion than the binary categories of early or sustained remission or no remission found in The Diagnostic and Statistical Manual of Mental Disorders, fifth edition (DSM-5). DISCUSSION Five parameters were recommended to personalize medication dose adjustment: withdrawal symptoms, opioid use, magnitude (severity and duration) of the subjective effects when opioids are used, craving, and side effects. A brief rating of each OUD-specific parameter to adjust dosing and a global assessment or verbal question for side-effects was viewed as sufficient. Whether these ratings produce better outcomes (e.g., treatment engagement and retention) in practice deserves study. There was consensus that core signs and symptoms of OUD based on some of the 5 DSM-5 domains (e.g., craving, withdrawal) should be the basis for assessing treatment outcome. No existing brief measure was found to meet all the consensus recommendations. Next steps would be to select, adapt or develop de novo items/brief scales to inform clinical decision-making about dose and treatment effectiveness. Psychometric testing, assessment of acceptability and whether the use of such scales produces better symptom control, quality of life (QoL), daily function or better prognosis as compared to treatment as usual deserves investigation.
Collapse
Affiliation(s)
- A John Rush
- Duke-NUS Medical School, The National University of Singapore, Duke University School of Medicine, Singapore, Singapore
| | | | - Gavin Bart
- School of Medicine & Division of Medicine at Hennepin Healthcare, University of Minnesota, Minneapolis, MN, USA
| | | | - Cynthia I Campbell
- Kaiser Permanente Northern California Division of Research, Oakland, CA, USA
| | - James McKay
- Penn Center on the Continuum of Care in the Addictions, Philadelphia VA Center of Excellence in Substance Addiction Treatment and Education, University of Pennsylvania, Philadelphia, PA, USA
| | - David W Oslin
- University of Psychiatry, VISN 4 Mental Illness, Research, Education and Clinical Center Crescenz VA Medical Center, Stephen A. Cohen Military Family Clinic at the Perelman School of Medicine, Philadelphia, PA, USA
| | - Andrew J Saxon
- University of Washington and Center of Excellence in Substance Addiction Treatment and Education at the VA Puget Sound Health Care System, Seattle, WA, USA
| | - T John Winhusen
- Addiction Sciences, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Li-Tzy Wu
- Duke University School of Medicine, Durham, NC, USA
| | - Landhing M Moran
- Center for Clinical Trials Network, National Institute on Drug Abuse, Bethesda, MD, USA
| | - Betty Tai
- Center for Clinical Trials Network, National Institute on Drug Abuse, National Institutes of Health, 11601 Landsdown Street (3WF), Bethesda, MD, 20892, USA.
| |
Collapse
|
3
|
Migchels C, Zerrouk A, Crunelle CL, Matthys F, Gremeaux L, Fernandez K, Antoine J, van den Brink W, Vanderplasschen W. Patient Reported Outcome and Experience Measures (PROMs and PREMs) in substance use disorder treatment services: A scoping review. Drug Alcohol Depend 2023; 253:111017. [PMID: 37995391 DOI: 10.1016/j.drugalcdep.2023.111017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 11/25/2023]
Abstract
BACKGROUND Substance use disorders (SUD) pose significant challenges for healthcare systems, and there is a need to monitor the provision of effective, individualized care to persons accessing treatment. Patient-Reported Outcome Measures (PROMs) and Patient-Reported Experience Measures (PREMs) are increasingly used in healthcare services to measure treatment outcomes and quality of care as perceived by patients, and to guide service improvement. OBJECTIVES This review aims to identify and characterize international developments regarding the use and systematic implementation of PROMs and PREMs in SUD treatment services. METHODS A scoping review was conducted searching multiple databases to identify studies on the use and routine implementation of PROMs and PREMs in SUD treatment services. RESULTS 23 articles were selected, all dating from 2016 onwards. There was large variation in the patient-reported measures that were used, how they were developed and how and when patient-reported data were collected. Treatment providers identified leadership support, the presence of an integrated electronic patient record, and regular feedback to be the most important facilitators of successful implementation of patient-reported measures into clinical practice, whilst treatment dropout and burden to staff and patients were the most important barriers to consider. CONCLUSIONS PROMs and PREMs are increasingly used in SUD treatment services, but guidance is needed to support researchers and clinicians in selecting and implementing valid, meaningful, and comparable measures if we want to understand the effects of PROM and PREM data collection and feedback on treatment quality and results.
Collapse
Affiliation(s)
- Charlotte Migchels
- Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Department of Psychiatry, Laarbeeklaan 101, Brussels, Belgium.
| | - Amine Zerrouk
- Department of Special Needs Education, Ghent University (UGent), Ghent, Belgium
| | - Cleo L Crunelle
- Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Department of Psychiatry, Laarbeeklaan 101, Brussels, Belgium
| | - Frieda Matthys
- Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Department of Psychiatry, Laarbeeklaan 101, Brussels, Belgium
| | - Lies Gremeaux
- Department of Epidemiology and Public Health, Sciensano, Brussels, Belgium
| | - Kim Fernandez
- Department of Epidemiology and Public Health, Sciensano, Brussels, Belgium
| | - Jérôme Antoine
- Department of Epidemiology and Public Health, Sciensano, Brussels, Belgium
| | - Wim van den Brink
- Amsterdam UMC, Department of Psychiatry, University of Amsterdam, Amsterdam, the Netherlands
| | | |
Collapse
|
4
|
Blanchard BE, Lynch KG, Malte CA, Hawkins EJ, DePhilippis D, Oslin DW, McKay JR, Saxon AJ. Towards shortening the Brief Addiction Monitor-Revised (BAM-R). DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 8:100183. [PMID: 37637231 PMCID: PMC10448406 DOI: 10.1016/j.dadr.2023.100183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 08/03/2023] [Accepted: 08/04/2023] [Indexed: 08/29/2023]
Abstract
Introduction The Brief Addiction Monitor-Revised (BAM-R) is a widely used, 17-item assessment of substance use, risk, and protective factors associated with recovery from substance use disorders. Despite wide adoption in the U.S. Department of Veterans Affairs (VA) and recommendations for use in measurement-based care (MBC), administration may not be feasible in many MBC settings due to time constraints. The purpose of this study was to derive a shortened version of the BAM-R for use in fast-paced healthcare settings. Methods BAM-R data from 32,002 Veterans were obtained through the VA's Corporate Data Warehouse. We used logistic regression models to identify items for removal based on prediction of two clinical outcomes (90-day substance use disorder (SUD) treatment retention and 12-month mortality) and item-level sensitivity to change during substance use treatment. Results Although no intake BAM-R items predicted SUD treatment retention or mortality, effect sizes for item-level sensitivity to change during substance use treatment varied from small to large. Seven items were judged as relevant for MBC of SUD. Among all BAM-R items, Heavy Alcohol Use, Self-Help, Drug Use, Craving, and Mood items demonstrated the greatest magnitude of sensitivity to change. Conclusions Although additional research is recommended before a shortened BAM-R can be implemented in non-specialty MBC settings, we identified 5 BAM-R items with perceived clinical utility and scores that demonstrated evidence of sensitivity to change. Shortening the BAM-R increases feasibility of use, though more work is needed to optimize measurement for SUD MBC.
Collapse
Affiliation(s)
| | - Kevin G. Lynch
- School of Medicine, University of Pennsylvania Perelman, Philadelphia, PA, United States
| | - Carol A. Malte
- Center of Excellence in Substance Addiction Treatment and Education (CESATE), Veterans Affairs Puget Sound Health Care System, Seattle, WA, United States
| | - Eric J. Hawkins
- School of Medicine, University of Washington, Seattle, WA, United States
- Center of Excellence in Substance Addiction Treatment and Education (CESATE), Veterans Affairs Puget Sound Health Care System, Seattle, WA, United States
| | - Dominick DePhilippis
- University of Pennsylvania, Philadelphia, PA, United States
- VA Office of Mental Health and Suicide Prevention, Washington, D.C., United States
| | - David W. Oslin
- University of Pennsylvania, Philadelphia, PA, United States
- VISN 4 Mental Illness Research, Education, and Clinical Center, Center of Excellence, Corporal Michael J. Crescenz Philadelphia VA Medical Center, Philadelphia, PA, United States
| | - James R. McKay
- University of Pennsylvania, Philadelphia, PA, United States
- Center of Excellence in Substance Addiction Treatment and Education (CEASATE), Corporal Michael J. Crescenz Philadelphia VA Medical Center, Philadelphia, PA, United States
| | - Andrew J. Saxon
- School of Medicine, University of Washington, Seattle, WA, United States
- Center of Excellence in Substance Addiction Treatment and Education (CESATE), Veterans Affairs Puget Sound Health Care System, Seattle, WA, United States
| |
Collapse
|
5
|
Ferguson E, Lewis B, Teitelbaum S, Reisfield G, Robinson M, Boissoneault J. Longitudinal associations between pain and substance use disorder treatment outcomes. J Subst Abuse Treat 2022; 143:108892. [PMID: 36228338 PMCID: PMC11025107 DOI: 10.1016/j.jsat.2022.108892] [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: 12/08/2021] [Revised: 07/29/2022] [Accepted: 09/19/2022] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Pain is commonly reported among those in treatment for substance use disorders (SUD) and is associated with poorer SUD treatment outcomes. The current study examined the trajectory of pain over the course of SUD treatment and associations with substance use outcomes. METHODS This observational study included adults seeking treatment for alcohol, cannabis, or opioid use disorders (N = 811). Participants completed a battery of assessments at treatment admission, 30 days post admission, and at discharge, including measures of demographics, pain, quality of life, abstinence self-efficacy, and craving. RESULTS Analyses indicated linear reductions in pain intensity and interference over time. Significant interactive effects were observed for opioid use disorder (OUD) and time, such that participants with OUD had greater reductions in pain intensity and interference over time compared to those without OUD. Elevated pain intensity was associated with negative treatment outcomes, including reduced quality of life and abstinence self-efficacy, and greater craving and negative affect. CONCLUSIONS Reductions in pain occur over the course of SUD treatment, particularly for those with OUD. Greater pain was also associated with adverse SUD treatment outcomes. Results suggest that treatment and associated abstinence may be beneficial for those with co-occurring pain and SUD, highlighting an additional benefit of improving access to SUD treatment for patients and health care systems. Future research should replicate these findings among diverse samples and further characterize the trajectory of pain during and after SUD treatment.
Collapse
Affiliation(s)
- Erin Ferguson
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA; Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA
| | - Ben Lewis
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Scott Teitelbaum
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Gary Reisfield
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Michael Robinson
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA; Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA
| | - Jeff Boissoneault
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA; Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA.
| |
Collapse
|
6
|
Kidd C, Connor JP, F. X. Feeney G, Gullo MJ. Improving assessment and progress monitoring in alcohol use disorder: An implementation evaluation of the instant assessment and personalised feedback system (iAx). Addict Behav 2022; 135:107438. [DOI: 10.1016/j.addbeh.2022.107438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 07/18/2022] [Accepted: 07/21/2022] [Indexed: 11/30/2022]
|
7
|
Karnik NS, Marsden J, McCluskey C, Boley RA, Bradley KA, Campbell CI, Curtis ME, Fiellin D, Ghitza U, Hefner K, Hser Y, McHugh RK, McPherson SM, Mooney LJ, Moran LM, Murphy SM, Schwartz RP, Shmueli‐Blumberg D, Shulman M, Stephens KA, Watkins KE, Weiss RD, Wu L. The opioid use disorder core outcomes set (OUD-COS) for treatment research: findings from a Delphi consensus study. Addiction 2022; 117:2438-2447. [PMID: 35293064 PMCID: PMC9543602 DOI: 10.1111/add.15875] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 02/23/2022] [Indexed: 12/20/2022]
Abstract
BACKGROUND AND AIM There is no gold-standard and considerable heterogeneity in outcome measures used to evaluate treatments for opioid use disorder (OUD) along the opioid treatment cascade. The aim of this study was to develop the US National Institute on Drug Abuse (NIDA) National Drug Abuse Treatment Clinical Trials Network (CTN) opioid use disorder core outcomes set (OUD-COS). DESIGN Four-round, e-Delphi expert panel consensus study and plenary research group discussion and targeted consultation. SETTING United States. PARTICIPANTS A panel of 25 members including clinical practitioners, clinical researchers and administrative staff from the CTN, the network's affiliated clinical and community sites and the NIDA Centre for the CTN. MEASUREMENTS From a pool of 24 candidate items in four domains (biomedical/disease status; behaviors, symptoms and functioning; opioid treatment cascade; and morbidity and mortality), the panel completed an on-line questionnaire to rank items with defined specification on a 9-point scale for importance, with a standard 70% consensus criterion. FINDINGS After the fourth round of the questionnaire and subsequent discussion, consensus was reached for five outcomes: two patient-reported (global impression of improvement and incident non-fatal overdose); one clinician-reported (illicit/non-medical drug toxicology); and two from administrative records (duration of treatment and fatal opioid poisoning). CONCLUSIONS An e-Delphi consensus study has produced the US National Institute on Drug Abuse (NIDA) National Drug Abuse Treatment Clinical Trials Network opioid use disorder core outcomes set (version 1) for opioid use disorder treatment efficacy and effectiveness research.
Collapse
Affiliation(s)
- Niranjan S. Karnik
- Institute for Juvenile Research, Department of PsychiatryUniversity of Illinois ChicagoChicagoILUSA
| | - John Marsden
- Addictions Department, School of Academic Psychiatry, Institute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUK
| | - Connor McCluskey
- Institute for Juvenile Research, Department of PsychiatryUniversity of Illinois ChicagoChicagoILUSA
| | - Randy A. Boley
- Institute for Juvenile Research, Department of PsychiatryUniversity of Illinois ChicagoChicagoILUSA
| | - Katharine A. Bradley
- Division of ResearchKaiser Permanente Washington Health Research InstituteSeattleWAUSA
| | | | - Megan E. Curtis
- Department of Psychiatry and Biobehavioral SciencesUniversity of CaliforniaLos AngelesCAUSA
| | - David Fiellin
- Yale School of Medicine, Internal MedicineProgram in Addiction MedicineNew HavenCTUSA
| | - Udi Ghitza
- National Institute on Drug Abuse, National Institutes of HealthNational Institute on Drug Abuse Center for Clinical Trials NetworkBethesdaMDUSA
| | - Kathryn Hefner
- Yale School of Medicine, Internal MedicineProgram in Addiction MedicineNew HavenCTUSA
- Emmes Company, LLCNational Institute on Drug Abuse Data and Statistics Center and Clinical Coordinating CenterRockvilleMDUSA
| | - Yih‐Ing Hser
- Department of Psychiatry and Biobehavioral SciencesUniversity of CaliforniaLos AngelesCAUSA
| | - R. Kathryn McHugh
- Division of Alcohol, Drugs and Addiction, McLean Hospital and Department of PsychiatryHarvard Medical School, McLean HospitalBelmontMAUSA
| | - Sterling M. McPherson
- Department of Community and Behavioral HealthWashington State University Elson S. Floyd College of MedicineSpokaneWAUSA
| | - Larissa J. Mooney
- Department of Psychiatry and Biobehavioral SciencesUniversity of CaliforniaLos AngelesCAUSA
| | - Landhing M. Moran
- National Institute on Drug Abuse, National Institutes of HealthNational Institute on Drug Abuse Center for Clinical Trials NetworkBethesdaMDUSA
| | - Sean M. Murphy
- Department of Population Health SciencesWeill Cornell Medical CollegeNew YorkNYUSA
| | | | - Dikla Shmueli‐Blumberg
- Emmes Company, LLCNational Institute on Drug Abuse Data and Statistics Center and Clinical Coordinating CenterRockvilleMDUSA
| | - Matisyahu Shulman
- Department of Psychiatry, Columbia University Irving Medical Center and Department of PsychiatryNew York State Psychiatric InstituteNew YorkNYUSA
| | - Kari A. Stephens
- Departments of Family Medicine, Biomedical Informatics and Medical EducationUniversity of WashingtonSeattleWAUSA
| | | | - Roger D. Weiss
- Emmes Company, LLCNational Institute on Drug Abuse Data and Statistics Center and Clinical Coordinating CenterRockvilleMDUSA
| | - Li‐Tzy Wu
- Duke University School of Medicine, Department of Psychiatry and Behavioral SciencesDuke University Medical CenterDurhamNCUSA
| |
Collapse
|