Corresponding Author: Julie M. Donohue, PhD, Health Policy and Management, University of Pittsburgh Graduate School of Public Health, 130 DeSoto St, A635, Pittsburgh, PA 15261 (jdonohue@pitt.edu).
Accepted for Publication: April 22, 2021.
The MODRN Group Writers: Julie M. Donohue, PhD; Marian P. Jarlenski, PhD; Joo Yeon Kim, MS; Lu Tang, PhD; Katherine Ahrens, PhD; Lindsay Allen, PhD; Anna Austin, PhD; Andrew J. Barnes, PhD; Marguerite Burns, PhD; Chung-Chou H. Chang, PhD; Sarah Clark, MPH; Evan Cole, PhD; Dushka Crane, PhD; Peter Cunningham, PhD; David Idala, MA; Stefanie Junker, MPH; Paul Lanier, PhD; Rachel Mauk, PhD; Mary Joan McDuffie, MA; Shamis Mohamoud, MA; Nathan Pauly, PhD; Logan Sheets, BA; Jeffery Talbert, PhD; Kara Zivin, PhD, MS, MA; Adam J. Gordon, MD, MPH; Susan Kennedy, MPP, MSW.
Affiliations of The MODRN Group Writers: Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania (Donohue, Jarlenski, Kim, Cole, Junker); Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania (Tang); Public Health Program, Muskie School of Public Service, University of Southern Maine, Portland (Ahrens); Health Policy, Management, and Leadership Department, School of Public Health, West Virginia University, Morgantown (Allen); Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina at Chapel Hill (Austin); Department of Health Behavior and Policy, School of Medicine, Virginia Commonwealth University, Richmond (Barnes, Cunningham); Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin, Madison (Burns); Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania (Chang); Department of Pediatrics, University of Michigan Medical School, Ann Arbor (Clark); Ohio Colleges of Medicine Government Resource Center, The Ohio State University, Columbus (Crane, Mauk); The Hilltop Institute, University of Maryland Baltimore County, Baltimore (Idala, Mohamoud); School of Social Work, University of North Carolina at Chapel Hill (Lanier); Center for Community Research & Service, Biden School of Public Policy and Administration, University of Delaware, Newark (McDuffie); Health Sciences Center, School of Public Health, Health Affairs Department, School of Public Health, West Virginia University, Morgantown (Pauly); AcademyHealth, Washington, DC (Sheets, Kennedy); Division of Biomedical Informatics, College of Medicine, University of Kentucky, Lexington (Talbert); Department of Psychiatry, University of Michigan Medical School, Ann Arbor (Zivin); Department of Medicine and Department of Psychiatry, University of Utah School of Medicine, Salt Lake City (Gordon); Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City (Gordon).
Author Contributions: Dr Donohue had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
Concept and design: Donohue, Tang, Allen, Austin, Burns, Crane, Cunningham, Junker, Lanier, Mohamoud, Sheets, Talbert, Gordon, Kennedy.
Acquisition, analysis, or interpretation of data: Donohue, Jarlenski, Kim, Tang, Ahrens, Allen, Austin, Barnes, Burns, Chang, Clark, Cole, Crane, Cunningham, Idala, Lanier, Mauk, McDuffie, Mohamoud, Pauly, Talbert, Zivin, Gordon.
Drafting of the manuscript: Donohue, Tang, Gordon, Kennedy.
Critical revision of the manuscript for important intellectual content: Donohue, Jarlenski, Kim, Tang, Ahrens, Allen, Austin, Barnes, Burns, Chang, Clark, Cole, Crane, Cunningham, Idala, Junker, Lanier, Mauk, McDuffie, Mohamoud, Pauly, Sheets, Talbert, Zivin, Gordon.
Statistical analysis: Kim, Tang, Ahrens, Austin, Barnes, Cunningham, Idala, Lanier, McDuffie.
Obtained funding: Donohue, Crane.
Administrative, technical, or material support: Donohue, Jarlenski, Kim, Barnes, Burns, Cole, Crane, Cunningham, Junker, Lanier, Mohamoud, Pauly, Sheets, Talbert, Zivin, Gordon, Kennedy.
Supervision: Donohue, Chang, Crane, Zivin.
Conflict of Interest Disclosures: Dr Ahrens reported receiving support from the Maine Department of Health cooperative agreement. Dr Chang reported receiving grants from National Institutes of Health (NIH). Dr Cunningham reported receiving support from the Virginia Department of Medical Assistance contract to evaluate Addiction and Recovery Treatment Services program. Dr Mauk reported receiving grants from the NIH and support from the Ohio Department of Medicaid. Ms McDuffie reported receiving grants from the Delaware Division of Medicaid and Medical Assistance. Dr Gordon reported receiving institutional support from grants CIN 13-414 from the Department of Veterans Affairs' Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center of Innovation, and 1UG1DA049444-01 from the National Institute on Drug Abuse; serving on the board of directors (not compensated) for the American Society of Addiction Medicine (ASAM), the Association for Multidisciplinary Education and Research in Substance Use and Addiction (AMERSA), and the International Society of Addiction Journal Editors (ISAJE); and receiving royalties from the medical online reference, UpToDate. No other disclosures were reported.
Funding/Support: This study was supported by grant R01DA048029 from the National Institute on Drug Abuse (Drs Donohue, Allen, Cole, Crane, Cunningham, Mauk, Talbert, and Zivin and Ms Maohamoud and Mr Sheets).
Role of the Funder/Sponsor: The National Institute on Drug Abuse had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
Collaborator Information: The MODRN Collaborators are listed in Supplement 2.