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Simon CB, Britz JB, Keiser B, Brooks EM, Krist AH, Franko N, Webel B, Hatch MA, Tsui JI, Stephens KA, Tong ST. Supporting Unhealthy Substance use care Through a whole person Approach and user centered INtegration into primary care (SUSTAIN): Study protocol for a type 2 hybrid effectiveness-implementation trial. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2025; 171:209626. [PMID: 39870354 DOI: 10.1016/j.josat.2025.209626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 08/19/2024] [Accepted: 01/07/2025] [Indexed: 01/29/2025]
Abstract
BACKGROUND Unhealthy substance use (USU) is common and ranges from use above guideline-recommended levels to severe substance use disorder. USU results in substantial morbidity and mortality yet primary care practices rarely systematically screen, diagnose, and treat USU. Supporting Unhealthy Substance use care Through a whole person Approach and user centered INtegration into primary care (SUSTAIN) tests whether the implementation of a co-designed change package for USU improves patient function. The protocol for SUSTAIN is presented here. METHODS SUSTAIN is a cluster randomized controlled implementation trial of a customized approach to identify and treat USU in primary care. The sample includes 24 primary care clinics in two practice-based research networks (PBRNs). In phase one, primary care practice champions and patients with lived USU experience co-design a change package to identify and treat USU. In phase two, we test the effectiveness of the change package versus usual care and evaluate the implementation of the change package. Data will be collected from 24 clinics (50 patients per clinic for total of 1200 patients) through patient surveys and the electronic health record. Patients surveyed must be 18 or older and screen positive for USU using the Tobacco, Alcohol, Prescription medication and other Substance use part one (TAPS-1) tool. Primary outcomes include mental and physical health patient function scales measured using Patient Reported Outcomes Measurement Information System (PROMIS-29-v2). Secondary outcomes are prevalence of USU, recovery, health care utilization, USU screening rates, provision/referral to behavioral health services and prescription of appropriate medications. We will also evaluate implementation outcomes by surveying 96 practice representatives (4 at each clinic) and conduct qualitative interviews with 20 patients and 20 practice leaders to assess their experience with the intervention and its implementation. CONCLUSIONS The SUSTAIN trial creates and tests an implementation package approach to address USU in diverse primary care settings. The SUSTAIN change package aims to transform how primary care practices care for individuals with USU to improve patient outcomes and enhance community well-being.
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Affiliation(s)
- Claire B Simon
- Department of Family Medicine, University of Washington, United States of America.
| | - Jacqueline B Britz
- Department of Family Medicine and Population Health, Virginia Commonwealth University, United States of America
| | - Brennan Keiser
- Department of Family Medicine, University of Washington, United States of America
| | - E Marshall Brooks
- Department of Family Medicine and Population Health, Virginia Commonwealth University, United States of America
| | - Alex H Krist
- Department of Family Medicine and Population Health, Virginia Commonwealth University, United States of America
| | - Nicholas Franko
- Department of Family Medicine, University of Washington, United States of America
| | - Benjamin Webel
- Department of Family Medicine and Population Health, Virginia Commonwealth University, United States of America
| | - Mary A Hatch
- Addictions, Drug & Alcohol Institute, Department of Psychiatry & Behavioral Sciences, University of Washington, United States of America
| | - Judith I Tsui
- Department of Medicine, Division of General Internal Medicine, University of Washington, United States of America
| | - Kari A Stephens
- Department of Family Medicine, University of Washington, United States of America; Department of Biomedical Informatics & Medical Education, University of Washington, United States of America
| | - Sebastian T Tong
- Department of Family Medicine, University of Washington, United States of America
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Haley DF, Stein MD, Bendiks S, Karzhevsky S, Pierce C, Dunn A, Herman DS, Anderson B, Weisberg RB. Associations of discomfort intolerance, discomfort avoidance, and cannabis and alcohol use among persons with chronic pain receiving prescription buprenorphine for opioid use disorder. Drug Alcohol Depend 2024; 265:112472. [PMID: 39488941 PMCID: PMC11588539 DOI: 10.1016/j.drugalcdep.2024.112472] [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] [Received: 08/01/2024] [Revised: 09/28/2024] [Accepted: 10/18/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND Chronic pain and non-prescribed substance use are associated with lower retention in opioid use disorder (OUD) treatment. We examined the associations of perceived capacity to tolerate uncomfortable physical sensations (discomfort intolerance and discomfort avoidance) and cannabis and alcohol use among persons with chronic pain receiving prescription buprenorphine for OUD. METHODS This study utilizes baseline data from 163 persons with chronic pain receiving prescription buprenorphine for OUD enrolled in the Treating Opioid use, Persistent Pain, and Sadness (TOPPS) intervention trial. We used negative-binomial regression models, adjusted for age, education, gender, race/ethnicity, pain interference, depression, generalized anxiety disorder, and average cigarettes smoked/day to estimate the associations of discomfort tolerance and discomfort avoidance with frequency of cannabis and alcohol use. RESULTS Participants (n=163) were on average 45 years old (standard deviation=10.6) and predominantly White (86 %, n=141). Forty-one percent (n=66) used cannabis and 24 % (n=30) used alcohol use in the past 30 days. In adjusted models, discomfort intolerance was positively associated with days of cannabis use (IRR = 1.11, p =.016) and days of alcohol use (IRR = 1.14, p =.022). Discomfort avoidance was not associated with cannabis or alcohol use. CONCLUSION Individuals with chronic pain receiving prescribed buprenorphine for treatment of OUD with lower tolerance for physical discomfort may augment pain management with cannabis and alcohol. Given the intersections between substance use and retention in care for OUD, future work should extend this preliminary work by exploring these relationships over time and in experimental settings. Clinical Trial # NCT03698669.
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Affiliation(s)
- Danielle F Haley
- Department of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Avenue, Boston, MA, USA.
| | - Michael D Stein
- Department of Health Law, Policy & Management, Boston University School of Public Health, Health, 715 Albany Street, Boston, MA 02118, USA; Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, 222 Richmond Street, Providence, RI 02903, USA.
| | - Sally Bendiks
- Department of Medicine, Section of General Internal Medicine, Boston Medical Center, Clinical Addiction Research and Education (CARE), 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02118, USA.
| | - Skylar Karzhevsky
- Department of Health Law, Policy & Management, Boston University School of Public Health, Health, 715 Albany Street, Boston, MA 02118, USA.
| | - Claire Pierce
- Department of Health Law, Policy & Management, Boston University School of Public Health, Health, 715 Albany Street, Boston, MA 02118, USA.
| | - Ana Dunn
- Department of Behavioral Medicine and Addictions Research, Butler Hospital, 345 Blackstone Blvd, Providence, RI 02906, USA.
| | - Debra S Herman
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, 222 Richmond Street, Providence, RI 02903, USA; Department of Behavioral Medicine and Addictions Research, Butler Hospital, 345 Blackstone Blvd, Providence, RI 02906, USA.
| | - Bradley Anderson
- Department of Behavioral Medicine and Addictions Research, Butler Hospital, 345 Blackstone Blvd, Providence, RI 02906, USA.
| | - Risa B Weisberg
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, 720 Harrison Avenue, 9th Floor, Boston, MA 02118, USA; Department of Family Medicine, Alpert Medical School of Brown University, 222 Richmond Street, Providence, RI 02903, USA; RealizedCare, 1690 Ring Road #110, Elizabethtown, KY 42701, USA.
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Lapham GT, Hyun N, Bobb JF, Wartko PD, Matthews AG, Yu O, McCormack J, Lee AK, Liu DS, Samet JH, Zare-Mehrjerdi M, Braciszewski JM, Murphy MT, Arnsten JH, Horigian V, Caldeiro RM, Addis M, Bradley KA. Nurse Care Management of Opioid Use Disorder Treatment After 3 Years: A Secondary Analysis of the PROUD Cluster Randomized Clinical Trial. JAMA Netw Open 2024; 7:e2447447. [PMID: 39576637 PMCID: PMC11584924 DOI: 10.1001/jamanetworkopen.2024.47447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 10/03/2024] [Indexed: 11/24/2024] Open
Abstract
Importance The Primary Care Opioid Use Disorders (PROUD) treatment trial was a 2-year implementation trial that demonstrated the Massachusetts office-based addiction treatment (OBAT) model of nurse care management for opioid use disorder (OUD) increased OUD treatment in the 2 years after implementation began (8.2 more patient-years of OUD treatment per 10 000 primary care patients). The intervention was continued for a third year, permitting evaluation of 3-year outcomes. Objective To compare OUD medication treatment in intervention and usual care clinics over 3 years of implementation. Design, Setting, and Participants This is a preplanned secondary analysis of a cluster randomized implementation trial, conducted in 6 health systems in 5 states (2 primary care clinics per health system) with clinic randomization stratified by system (assignment notification February 28, 2018 [August 31, 2018, in 1 system]). Data were obtained from electronic health records and insurance claims. Eligible patients were those aged 16 to 90 years visiting intervention or usual care clinics from 3 years before to 2 years after randomization. Patients new to clinics during the third year after randomization could not be included because COVID-19-era transitions to virtual care precluded assignment of patients to clinics. Data analysis occurred from November 2023 to September 2024. Intervention Clinics were randomized to intervention or care as usual. Intervention included 3 implementation components: salary for 1 full-time OBAT nurse per intervention clinic; training and ongoing technical assistance for nurses; and 3 or more primary care buprenorphine prescribers. Main Outcome and Measures Patient-years of OUD treatment (buprenorphine or extended-release naltrexone) per 10 000 primary care patients in the 3 years postrandomization. Mixed-effect models adjusted for baseline values of the outcome and included a health system-specific random intercept to account for correlation of clinic pairs within a system. Results Prerandomization, a total of 290 071 primary care patients were seen, including 130 618 in intervention clinics (mean [SD] age, 48.6 [17.7] years; mean [SD] female, 59.3% [4.0%]) and 159 453 in usual care clinics (mean [SD] age, 47.2 [17.5] years; mean [SD] female, 64.0% [5.3%]). Over 3 years postrandomization, intervention clinics provided 19.7 (95% CI, 11.1-28.4) more patient-years of OUD treatment per 10 000 primary care patients compared with usual care clinics. Conclusions In this secondary analysis of the PROUD cluster randomized trial, after an added year of the intervention, OUD treatment continued to increase in intervention clinics compared with usual care. The treatment increase over 3 years exceeded that of the first 2 years, suggesting that implementation of the Massachusetts OBAT model leads to ongoing increases in OUD treatment among primary care patients in the third year of implementation. Trial Registration ClinicalTrials.gov Identifier: NCT03407638.
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Affiliation(s)
- Gwen T. Lapham
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
- Department of Health Systems and Population Health, School of Public Health, University of Washington, Seattle
| | - Noorie Hyun
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
| | - Jennifer F. Bobb
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
| | - Paige D. Wartko
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
- Department of Epidemiology, School of Public Health, University of Washington, Seattle
| | | | - Onchee Yu
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
| | | | - Amy K. Lee
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
| | - David S. Liu
- National Institute on Drug Abuse Center for Clinical Trials Network, North Bethesda, Maryland
| | - Jeffrey H. Samet
- Boston University Chobanian and Avedisian School of Medicine and the School of Public Health, Boston Medical Center, Boston, Massachusetts
| | - Mohammad Zare-Mehrjerdi
- Department of Family and Community Medicine, UTHealth Houston McGovern Medical School, Houston, Texas
| | - Jordan M. Braciszewski
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, Michigan
| | | | - Julia H. Arnsten
- Montefiore Medical Center, Bronx, New York
- Albert Einstein College of Medicine, New York, New York
| | - Viviana Horigian
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, Florida
| | - Ryan M. Caldeiro
- Mental Health and Wellness Department, Kaiser Permanente Washington
| | - Megan Addis
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
| | - Katharine A. Bradley
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
- Department of Health Systems and Population Health, School of Public Health, University of Washington, Seattle
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, Seattle
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4
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Fortney JC, Ratzliff AD, Blanchard BE, Ferro L, Rouvere J, Chase E, Duncan MH, Merrill JO, Simpson T, Williams EC, Austin EJ, Curran GM, Schoenbaum M, Heagerty PJ, Saxon AJ. Collaborating to heal addiction and mental health in primary care (CHAMP): A protocol for a hybrid type 2a trial. Contemp Clin Trials 2024; 146:107700. [PMID: 39322115 PMCID: PMC11584174 DOI: 10.1016/j.cct.2024.107700] [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: 02/15/2024] [Revised: 08/23/2024] [Accepted: 09/21/2024] [Indexed: 09/27/2024]
Abstract
BACKGROUND The gold-standard treatment for opioid use disorder (OUD) is medication for OUD (MOUD). However, less than a quarter of people with OUD initiate MOUD. Expanding the Collaborative Care Model (CoCM) to include primary care patients with OUD could improve access to and initiation of MOUD. This paper presents the methods and baseline sample characteristics of a Hybrid Type 2a trial comparing the effectiveness of CoCM for OUD and co-occurring mental health symptoms (MHS) to CoCM for MHS only. METHOD 42 primary care clinics were cluster randomized and 254 primary care patients with OUD and elevated MHS were enrolled. Recruitment was terminated early by the Data and Safety Monitoring Board for futility. Participants completed research assessments at baseline, 3 months, and 6 months. The multiple primary outcomes were past-month number of days of nonmedical opioid use and SF12 Mental Health Component Summary (MCS) scores. RESULTS MCS scores were over a standard deviation below the national mean (M = 34.5). Nearly half (47.6 %) of participants had previously overdosed in their lifetimes. Three quarters (76.0 %) were already being prescribed MOUD at baseline, only 30.4 % reported non-medical use of opioids, and only 33.9 % reported being bothered by opioid cravings. CONCLUSION The unexpectedly high proportion of enrollees already prescribed MOUD at baseline indicates that most patients were in the maintenance rather than acute phase of treatment. Challenges identifying and enrolling patients in the acute phase of OUD treatment implies that intervention effectiveness will depend on its success preventing the discontinuation of MOUD rather than initiating MOUD.
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Affiliation(s)
- John C Fortney
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America; Advancing Integrated Mental Health Solutions (AIMS) Center, University of Washington, Seattle, WA, United States of America; Center of Innovation for Veteran-Centered and Value-Driven Care, Health Services Research & Development, VA Puget Sound, Seattle, WA, United States of America.
| | - Anna D Ratzliff
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America; Advancing Integrated Mental Health Solutions (AIMS) Center, University of Washington, Seattle, WA, United States of America
| | - Brittany E Blanchard
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America
| | - Lori Ferro
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America
| | - Julien Rouvere
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America
| | - Erin Chase
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America
| | - Mark H Duncan
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America
| | - Joseph O Merrill
- Department of Medicine, School of Medicine, University of Washington, Seattle, WA, United States of America
| | - Tracy Simpson
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America; Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound, Seattle, WA, United States of America
| | - Emily C Williams
- Center of Innovation for Veteran-Centered and Value-Driven Care, Health Services Research & Development, VA Puget Sound, Seattle, WA, United States of America; Department of Health Systems and Population Health, School of Public Health University of Washington, Seattle, WA, United States of America
| | - Elizabeth J Austin
- Center of Innovation for Veteran-Centered and Value-Driven Care, Health Services Research & Development, VA Puget Sound, Seattle, WA, United States of America; Department of Health Systems and Population Health, School of Public Health University of Washington, Seattle, WA, United States of America
| | - Geoffrey M Curran
- College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, AR, USA; Department of Veterans Affairs, Health Services Research and Development, Center for Mental Healthcare and Outcomes Research, Little Rock, AR, USA
| | | | - Patrick J Heagerty
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, WA, United States of America
| | - Andrew J Saxon
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, United States of America; Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound, Seattle, WA, United States of America
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Kan E, Baldwin LM, Mooney LJ, Saxon AJ, Zhu Y, Hser YI. Medication-based treatment among rural, primary care patients diagnosed with opioid use disorder and alcohol use disorder. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 164:209339. [PMID: 38513976 PMCID: PMC11539856 DOI: 10.1016/j.josat.2024.209339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 02/01/2024] [Accepted: 03/12/2024] [Indexed: 03/23/2024]
Abstract
INTRODUCTION Opioid and alcohol use disorders are increasingly being addressed in primary care, yet how medications to treat these disorders are prescribed in rural regions is unknown. METHODS We determined prevalence, types, and duration of medication prescription for opioid and/or alcohol use disorder among adult patients in rural primary clinics. The sample included 1874 adult patients who visited one of six rural primary care sites in the Northeastern and Northwestern United States at least once from October 2019 to January 2021 and had a diagnosis code for opioid use disorder (OUD), alcohol use disorder (AUD), or co-occurring opioid and alcohol use disorder (OUD + AUD) during that time. RESULTS Patients with OUD + AUD were more likely to be prescribed medication for at least one of these disorders (85.3 %) than patients with OUD only (63.7 %) or AUD only (10.3 %). Further, the OUD + AUD group had the highest number of days on medication (M = 264.7), followed by OUD only (M = 220.5), then the AUD only group (M = 62.5). Only 8.8 % of patients with OUD + AUD were prescribed naltrexone or medication for OUD + AUD to treat both substance use disorders. CONCLUSIONS Medications for treating AUD as well as OUD are available, but few patients with OUD + AUD and even fewer with AUD received pharmacological treatment for AUD. The current work highlights the need for rural clinicians to consider medications for AUD as an important treatment method for patients with AUD only or OUD + AUD.
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Affiliation(s)
- Emily Kan
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California, United States of America.
| | - Laura-Mae Baldwin
- Department of Family Medicine, University of Washington, Seattle, Washington, United States of America
| | - Larissa J Mooney
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California, United States of America; VA Greater Los Angeles Healthcare System, Los Angeles, California, United States of America
| | - Andrew J Saxon
- Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs Puget Sound Health Care System, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Yuhui Zhu
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California, United States of America
| | - Yih-Ing Hser
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California, United States of America
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Bobb JF, Idu AE, Qiu H, Yu O, Boudreau DM, Wartko PD, Matthews AG, McCormack J, Lee AK, Campbell CI, Saxon AJ, Liu DS, Altschuler A, Samet JH, Northrup TF, Braciszewski JM, Murphy MT, Arnsten JH, Cunningham CO, Horigian VE, Szapocznik J, Glass JE, Caldeiro RM, Tsui JI, Burganowski RP, Weinstein ZM, Murphy SM, Hyun N, Bradley KA. Offering nurse care management for opioid use disorder in primary care: Impact on emergency and hospital utilization in a cluster-randomized implementation trial. Drug Alcohol Depend 2024; 261:111350. [PMID: 38875880 PMCID: PMC11281026 DOI: 10.1016/j.drugalcdep.2024.111350] [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] [Received: 12/13/2023] [Revised: 05/20/2024] [Accepted: 05/23/2024] [Indexed: 06/16/2024]
Abstract
BACKGROUND Patients with opioid use disorder (OUD) have increased emergency and hospital utilization. The PROUD trial showed that implementation of office-based addiction treatment (OBAT) increased OUD medication treatment compared to usual care, but did not decrease acute care utilization in patients with OUD documented pre-randomization (clinicaltrials.gov/study/NCT03407638). This paper reports secondary emergency and hospital utilization outcomes in patients with documented OUD in the PROUD trial. METHODS This cluster-randomized implementation trial was conducted in 12 clinics from 6 diverse health systems (March 2015-February 2020). Patients who visited trial clinics and had an OUD diagnosis within 3 years pre-randomization were included in primary analyses; secondary analyses added patients with OUD who were new to the clinic or with newly-documented OUD post-randomization. Outcomes included days of emergency care and hospital utilization over 2 years post-randomization. Explanatory outcomes included measures of OUD treatment. Patient-level analyses used mixed-effect regression with clinic-specific random intercepts. RESULTS Among 1988 patients with documented OUD seen pre-randomization (mean age 49, 53 % female), days of emergency care or hospitalization did not differ between intervention and usual care; OUD treatment also did not differ. In secondary analyses among 1347 patients with OUD post-randomization, there remained no difference in emergency or hospital utilization despite intervention patients receiving 32.2 (95 % CI 4.7, 59.7) more days of OUD treatment relative to usual care. CONCLUSIONS Implementation of OBAT did not reduce emergency or hospital utilization among patients with OUD, even in the sample with OUD first documented post-randomization in whom the intervention increased treatment.
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Affiliation(s)
- Jennifer F Bobb
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA.
| | - Abisola E Idu
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Hongxiang Qiu
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Onchee Yu
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Denise M Boudreau
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Paige D Wartko
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Abigail G Matthews
- The Emmes Company, 401 N Washington St, Suite 700, Rockville, MD 20850, USA
| | - Jennifer McCormack
- The Emmes Company, 401 N Washington St, Suite 700, Rockville, MD 20850, USA
| | - Amy K Lee
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Cynthia I Campbell
- Kaiser Permanente Northern California Division of Research, 2000 Broadway, Oakland, CA 94612, USA
| | - Andrew J Saxon
- Center of Excellence in Substance Addiction Treatment and Education (CESATE), VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA 98108, USA
| | - David S Liu
- National Institute on Drug Abuse Center for Clinical Trials Network, Three White Flint North, 11601 Landsdown Street, North Bethesda, MD 20852, USA
| | - Andrea Altschuler
- Kaiser Permanente Northern California Division of Research, 2000 Broadway, Oakland, CA 94612, USA
| | - Jeffrey H Samet
- Boston University Schools of Medicine and Public Health, Boston Medical Center, Crosstown Center, 801 Massachusetts Ave, Boston, MA 02119, USA
| | - Thomas F Northrup
- UTHealth Houston McGovern Medical School, Department of Family and Community Medicine, 6431 Fannin St, Houston, TX 77030, USA
| | - Jordan M Braciszewski
- Henry Ford Health, Center for Health Policy and Health Services Research, One Ford Place, Suite 5E, Detroit, MI 48202, USA
| | - Mark T Murphy
- MultiCare Health System, 315 Martin Luther King Jr. Way, Tacoma, WA 98415, USA
| | - Julia H Arnsten
- Montefiore Medical Center, 111 East 210 Street, Bronx, NY 10467, USA; Albert Einstein College of Medicine, 1300 Morris Park Ave, The Bronx, NY 10461, USA
| | - Chinazo O Cunningham
- Albert Einstein College of Medicine, 1300 Morris Park Ave, The Bronx, NY 10461, USA
| | - Viviana E Horigian
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, 10th Floor, Miami, FL 33136, USA
| | - José Szapocznik
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, 10th Floor, Miami, FL 33136, USA
| | - Joseph E Glass
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Ryan M Caldeiro
- Mental Health and Wellness Department, Kaiser Permanente Washington, 1200 SW 27th St, Renton, WA 98057, USA
| | - Judith I Tsui
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, USA
| | - Rachael P Burganowski
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Zoe M Weinstein
- Boston University Schools of Medicine and Public Health, Boston Medical Center, Crosstown Center, 801 Massachusetts Ave, Boston, MA 02119, USA
| | - Sean M Murphy
- Department of Population Health Sciences, Weill Cornell Medical College, 1300 York Avenue, New York, NY 10065, USA
| | - Noorie Hyun
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Katharine A Bradley
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
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Krausz RM, Westenberg JN, Tai AM, Fadakar H, Seethapathy V, Mathew N, Azar P, Phillips A, Schütz CG, Choi F, Vogel M, Cabanis M, Meyer M, Jang K, Ignaszewski M. A Call for an Evidence-Based Strategy Against the Overdose Crisis. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2024; 69:5-9. [PMID: 37438926 PMCID: PMC10867411 DOI: 10.1177/07067437231188202] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/14/2023]
Affiliation(s)
- R. Michael Krausz
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Jean N Westenberg
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Clinic for Addiction Medicine, University Psychiatric Clinics Basel, Basel, Switzerland
- School of Medicine, University College Cork, Cork, Ireland
| | - Andy M.Y. Tai
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Hasti Fadakar
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Faculty of Medicine, The University of Queensland, Herston, Australia
| | - Vijay Seethapathy
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Complex Pain and Addiction Services, Vancouver general Hospital, Vancouver, BC, Canada
- BC Mental Health and Substance Use Services, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Nick Mathew
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Complex Pain and Addiction Services, Vancouver general Hospital, Vancouver, BC, Canada
- BC Mental Health and Substance Use Services, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Pouya Azar
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Complex Pain and Addiction Services, Vancouver general Hospital, Vancouver, BC, Canada
| | - Anthony Phillips
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Christian G Schütz
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- BC Mental Health and Substance Use Services, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Fiona Choi
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Marc Vogel
- Clinic for Addiction Medicine, University Psychiatric Clinics Basel, Basel, Switzerland
| | - Maurice Cabanis
- Centre for Mental Health, Klinikum Stuttgart, Stuttgart, Germany
| | - Maximilian Meyer
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Clinic for Addiction Medicine, University Psychiatric Clinics Basel, Basel, Switzerland
| | - Kerry Jang
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Martha Ignaszewski
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Complex Pain and Addiction Services, Vancouver general Hospital, Vancouver, BC, Canada
- BC Children's hospital, Children's and Adolescent Psychiatry, Vancouver, BC, Canada
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Hser YI, Zhu Y, Baldwin LM, Mooney LG, Saxon AJ. Medication treatment for opioid use disorder among rural primary care patients. J Rural Health 2024; 40:195-199. [PMID: 37495899 PMCID: PMC10811271 DOI: 10.1111/jrh.12785] [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: 04/20/2023] [Revised: 06/18/2023] [Accepted: 07/17/2023] [Indexed: 07/28/2023]
Abstract
PURPOSE To investigate the prevalence of opioid use disorder (OUD) and medication treatment for OUD (MOUD) receipt in rural primary care settings and identify characteristics associated with MOUD among patients with OUD. METHODS Secondary analyses based on electronic health records of all adult patients who visited 1 of the 6 rural primary care clinic sites from October 2019 to January 2021. Mixed effects logistic regression was conducted to assess MOUD receipt (Y/N) in relation to patient characteristics (eg, demographics, other substance use disorders [SUDs], mental health disorders, and chronic pain) and the number of MOUD prescribers per clinic. FINDINGS The prevalence of OUD varied from 0.7% to 8.2% (Mean [SD] = 3.3% [95% CI: 0.4, 6.1]) among 36,762 primary care patients across 6 clinic sites. Among 1,164 patients with OUD, on average 50.1% received MOUD (95% CI: 28.0, 72.3). Patients in clinics with more than 3 MOUD prescribers had more than 3 times the odds of receiving MOUD (OR = 3.42; 95% CI, 1.22-9.62) as those in clinics with fewer than 3 prescribers. MOUD was positively associated with younger age (18-30 [OR = 6.97; 95% CI, 3.37-14.42], 31-64 [OR = 5.03; 95% CI, 2.64-9.57], relative to those 65 and older), having other co-occurring SUDs (OR = 3.77; 95% CI, 2.57-5.52), being male (OR = 1.50; 95% CI, 1.12-2.01), and negatively associated with having chronic pain disorders (OR = 0.69; 95% CI, 0.50-0.94). CONCLUSIONS The prevalence of OUD and MOUD are high but vary considerably across rural primary care clinics; primary care MOUD prescribers play a key role on MOUD access in rural settings.
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Affiliation(s)
- Yih-Ing Hser
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California
| | - Yuhui Zhu
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California
| | - Laura-Mae Baldwin
- Department of Family Medicine, University of Washington, Seattle, Washington
| | - Larissa G. Mooney
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California
- VA Greater Los Angeles Healthcare System, Los Angeles, California
| | - Andrew J. Saxon
- Veterans Affairs Puget Sound Health Care System, Seattle, Washington
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington
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Lance Tippit T, O'Connell MA, Costantino RC, Scott-Richardson M, Peters S, Pakieser J, Tilley LC, Highland KB. Racialized and beneficiary inequities in medication to treat opioid use disorder receipt within the US Military Health System. Drug Alcohol Depend 2023; 253:111025. [PMID: 38006670 DOI: 10.1016/j.drugalcdep.2023.111025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 10/23/2023] [Accepted: 11/06/2023] [Indexed: 11/27/2023]
Abstract
BACKGROUND Medication for opioid use disorder (MOUD) can be critical to managing opioid use disorder (OUD). It is unknown the extent to which US Military Health System (MHS) patients diagnosed with OUD receive MOUD. METHODS Healthcare records of MHS-enrolled active duty and retired service members (N = 13,334) with a new (index) OUD diagnosis were included between 2018 and 2021, without 90-day pre-index MOUD receipt were included. Elastic net logistic and Cox regressions evaluated care- and system-level factors associated with 1-year MOUD receipt (primary outcome) and time-to-receipt. RESULTS Only 9% of patients received MOUD 1-year post-index; only 4% received MOUD within 14 days. Black patients (OR for receipt 0.38, 95% CI 0.30-0.49), Latinx patients (OR for receipt 0.44, 95% CI 0.33-0.59), and patients whose race and ethnicity was Other (OR for receipt 0.52, 95%CI 0.35, 0.77) experienced lower MOUD access (all p < 0.001). Retirees were more likely to receive MOUD relative to active duty service members (OR for receipt 1.81, 95%CI 1.52, 2.16, p <0.001). CONCLUSIONS Institutional racism in MOUD prescribing, combined with the overall low rates of MOUD receipt after OUD diagnosis, highlight the need for evidence-based, multifaceted, and multilevel approaches to OUD care in the Military Health System. Without clear Defense Health Agency policy, including the designation of responsible entities, transparent and ongoing evaluation and responsiveness using standardized methodology, and resourced programming and public health campaigns, MOUD rates will likely remain poor and inequitable.
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Affiliation(s)
- T Lance Tippit
- School of Medicine, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA; Department of Psychiatry, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Megan A O'Connell
- Defense and Veterans Center for Integrative Pain Management, Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA; Enterprise Intelligence & Data Solutions Program Management Office Data Innovation Branch, Defense Health Management Systems, USA; Henry M. Jackson Foundation, Inc., 11300 Rockville Pike Suite 709, Rockville, MD 20852, USA
| | - Ryan C Costantino
- Enterprise Intelligence & Data Solutions Program Management Office Data Innovation Branch, Defense Health Management Systems, USA; Department of Military & Emergency Medicine, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA
| | | | - Sidney Peters
- Department of Emergency Medicine, Brooke Army Medical Center, 3551 Roger Brooke Dr, Fort Sam Houston, TX 78234, USA
| | - Jennifer Pakieser
- Department of Emergency Medicine, University of California, Davis School of Medicine, 4150 V Street, PSSB Suite 2100, Sacramento, CA 95817, USA
| | - Laura C Tilley
- Department of Military & Emergency Medicine, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA
| | - Krista B Highland
- Department of Anesthesiology, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814, USA.
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10
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Gopaldas M, Wenzel K, Campbell ANC, Jalali A, Fishman M, Rotrosen J, Nunes EV, Murphy SM. Impact of Medication-Based Treatment on Health Care Utilization Among Individuals With Opioid Use Disorder. Psychiatr Serv 2023; 74:1227-1233. [PMID: 37337675 PMCID: PMC10730760 DOI: 10.1176/appi.ps.20220549] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
OBJECTIVE This study evaluated the association between medication for opioid use disorder (MOUD) and health care utilization over time among a sample of treatment-seeking individuals with opioid use disorder. In contrast to previous studies, this study used a novel measure of MOUD adherence, more comprehensive utilization data, and analyses that controlled for detailed individual and social determinants of health. METHODS This study was a secondary analysis of a comparative effectiveness trial (N=570) of extended-release naltrexone versus buprenorphine-naloxone. The outcome of interest was usage of nonstudy acute care, inpatient and outpatient addiction services, and other outpatient services across 36 weeks of assessment. Adherence (percentage of days taking MOUD) was defined as low (<20%), medium (≥20% but <80%), or high (≥80%). A two-part model evaluated the probability of utilizing a resource and the quantity (utilization days) of the resource consumed. A time-varying approach was used to examine the effect of adherence in a given month on utilization in the same month, with analyses controlling for a wide range of person-level characteristics. RESULTS Participants with high adherence (vs. low) were significantly less likely to use inpatient addiction (p<0.001) and acute care (p<0.001) services and significantly more likely to engage in outpatient addiction (p=0.045) and other outpatient (p=0.042) services. CONCLUSIONS These findings reinforce the understanding that greater MOUD adherence is associated with reduced usage of high-cost health services and increased usage of outpatient care. The results further suggest the need for enhanced access to MOUD and for interventions that improve adherence.
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Affiliation(s)
- Manesh Gopaldas
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Kevin Wenzel
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Aimee N C Campbell
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Ali Jalali
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Marc Fishman
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - John Rotrosen
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Edward V Nunes
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
| | - Sean M Murphy
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York City (Gopaldas, Campbell, Nunes); Maryland Treatment Centers, Baltimore (Wenzel, Fishman); Department of Population Health Sciences, Weill Cornell Medical College, New York City (Jalali, Murphy); Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (Fishman); Department of Psychiatry, New York University Grossman School of Medicine, New York City (Rotrosen)
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11
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Wartko PD, Bobb JF, Boudreau DM, Matthews AG, McCormack J, Lee AK, Qiu H, Yu O, Hyun N, Idu AE, Campbell CI, Saxon AJ, Liu DS, Altschuler A, Samet JH, Labelle CT, Zare-Mehrjerdi M, Stotts AL, Braciszewski JM, Murphy MT, Dryden D, Arnsten JH, Cunningham CO, Horigian VE, Szapocznik J, Glass JE, Caldeiro RM, Phillips RC, Shea M, Bart G, Schwartz RP, McNeely J, Liebschutz JM, Tsui JI, Merrill JO, Lapham GT, Addis M, Bradley KA, Ghiroli MM, Hamilton LK, Hu Y, LaHue JS, Loree AM, Murphy SM, Northrup TF, Shmueli-Blumberg D, Silva AJ, Weinstein ZM, Wong MT, Burganowski RP. Nurse Care Management for Opioid Use Disorder Treatment: The PROUD Cluster Randomized Clinical Trial. JAMA Intern Med 2023; 183:1343-1354. [PMID: 37902748 PMCID: PMC10616772 DOI: 10.1001/jamainternmed.2023.5701] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 09/01/2023] [Indexed: 10/31/2023]
Abstract
Importance Few primary care (PC) practices treat patients with medications for opioid use disorder (OUD) despite availability of effective treatments. Objective To assess whether implementation of the Massachusetts model of nurse care management for OUD in PC increases OUD treatment with buprenorphine or extended-release injectable naltrexone and secondarily decreases acute care utilization. Design, Setting, and Participants The Primary Care Opioid Use Disorders Treatment (PROUD) trial was a mixed-methods, implementation-effectiveness cluster randomized clinical trial conducted in 6 diverse health systems across 5 US states (New York, Florida, Michigan, Texas, and Washington). Two PC clinics in each system were randomized to intervention or usual care (UC) stratified by system (5 systems were notified on February 28, 2018, and 1 system with delayed data use agreement on August 31, 2018). Data were obtained from electronic health records and insurance claims. An implementation monitoring team collected qualitative data. Primary care patients were included if they were 16 to 90 years old and visited a participating clinic from up to 3 years before a system's randomization date through 2 years after. Intervention The PROUD intervention included 3 components: (1) salary for a full-time OUD nurse care manager; (2) training and technical assistance for nurse care managers; and (3) 3 or more PC clinicians agreeing to prescribe buprenorphine. Main Outcomes and Measures The primary outcome was a clinic-level measure of patient-years of OUD treatment (buprenorphine or extended-release injectable naltrexone) per 10 000 PC patients during the 2 years postrandomization (follow-up). The secondary outcome, among patients with OUD prerandomization, was a patient-level measure of the number of days of acute care utilization during follow-up. Results During the baseline period, a total of 130 623 patients were seen in intervention clinics (mean [SD] age, 48.6 [17.7] years; 59.7% female), and 159 459 patients were seen in UC clinics (mean [SD] age, 47.2 [17.5] years; 63.0% female). Intervention clinics provided 8.2 (95% CI, 5.4-∞) more patient-years of OUD treatment per 10 000 PC patients compared with UC clinics (P = .002). Most of the benefit accrued in 2 health systems and in patients new to clinics (5.8 [95% CI, 1.3-∞] more patient-years) or newly treated for OUD postrandomization (8.3 [95% CI, 4.3-∞] more patient-years). Qualitative data indicated that keys to successful implementation included broad commitment to treat OUD in PC from system leaders and PC teams, full financial coverage for OUD treatment, and straightforward pathways for patients to access nurse care managers. Acute care utilization did not differ between intervention and UC clinics (relative rate, 1.16; 95% CI, 0.47-2.92; P = .70). Conclusions and Relevance The PROUD cluster randomized clinical trial intervention meaningfully increased PC OUD treatment, albeit unevenly across health systems; however, it did not decrease acute care utilization among patients with OUD. Trial Registration ClinicalTrials.gov Identifier: NCT03407638.
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Affiliation(s)
- Paige D Wartko
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Jennifer F Bobb
- Kaiser Permanente Washington Health Research Institute, Seattle
- Department of Biostatistics, School of Public Health, University of Washington, Seattle
| | - Denise M Boudreau
- Kaiser Permanente Washington Health Research Institute, Seattle
- Now with Genentech Inc, South San Francisco, California
| | | | | | - Amy K Lee
- Kaiser Permanente Washington Health Research Institute, Seattle
- Now with Kaiser Permanente Washington, Renton
| | - Hongxiang Qiu
- Kaiser Permanente Washington Health Research Institute, Seattle
- Now with Department of Epidemiology and Biostatistics, Michigan State University, East Lansing
| | - Onchee Yu
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Noorie Hyun
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Abisola E Idu
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Cynthia I Campbell
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco
| | - Andrew J Saxon
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, Washington
| | - David S Liu
- National Institute on Drug Abuse Center for Clinical Trials Network, North Bethesda, Maryland
| | - Andrea Altschuler
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Jeffrey H Samet
- Boston University Schools of Medicine and Public Health, Boston Medical Center, Boston, Massachusetts
| | - Colleen T Labelle
- Boston University Schools of Medicine and Public Health, Boston Medical Center, Boston, Massachusetts
| | - Mohammad Zare-Mehrjerdi
- Department of Family and Community Medicine, UTHealth Houston McGovern Medical School, Houston, Texas
| | - Angela L Stotts
- Department of Family and Community Medicine, UTHealth Houston McGovern Medical School, Houston, Texas
| | - Jordan M Braciszewski
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, Michigan
| | | | - Douglas Dryden
- MultiCare Health System, Tacoma, Washington
- Now with Mosaic Medical, Bend, Oregon
| | - Julia H Arnsten
- Montefiore Medical Center, Bronx, New York
- Albert Einstein College of Medicine, Bronx, New York
| | - Chinazo O Cunningham
- Albert Einstein College of Medicine, Bronx, New York
- Now with New York State Office of Addiction Services and Supports, New York
| | - Viviana E Horigian
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, Florida
| | - José Szapocznik
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, Florida
| | - Joseph E Glass
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Ryan M Caldeiro
- Mental Health and Wellness Department, Kaiser Permanente Washington, Renton
| | | | - Mary Shea
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Gavin Bart
- Department of Medicine, Hennepin Healthcare, Minneapolis, Minnesota
- University of Minnesota Medical School, Minneapolis
| | | | - Jennifer McNeely
- Department of Population Health, Grossman School of Medicine, New York University, New York
| | - Jane M Liebschutz
- Center for Research on Health Care, Division of General Internal Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Judith I Tsui
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, Seattle
| | - Joseph O Merrill
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, Seattle
| | - Gwen T Lapham
- Kaiser Permanente Washington Health Research Institute, Seattle
- Department of Health Systems and Population Health, School of Public Health, University of Washington, Seattle
| | - Megan Addis
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Katharine A Bradley
- Kaiser Permanente Washington Health Research Institute, Seattle
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, Seattle
- Kaiser Permanente Bernard J Tyson School of Medicine, Pasadena, California
| | - Megan M Ghiroli
- Montefiore Medical Center, Bronx, New York
- Albert Einstein College of Medicine, Bronx, New York
| | - Leah K Hamilton
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Yong Hu
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, Michigan
| | | | - Amy M Loree
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, Michigan
| | - Sean M Murphy
- Department of Population Health Sciences, Weill Cornell Medicine, New York, New York
| | - Thomas F Northrup
- Department of Family and Community Medicine, UTHealth Houston McGovern Medical School, Houston, Texas
| | | | | | - Zoe M Weinstein
- Boston University Schools of Medicine and Public Health, Boston Medical Center, Boston, Massachusetts
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Liebschutz JM, Subramaniam GA, Stone R, Appleton N, Gelberg L, Lovejoy TI, Bunting AM, Cleland CM, Lasser KE, Beers D, Abrams C, McCormack J, Potter GE, Case A, Revoredo L, Jelstrom EM, Kline MM, Wu LT, McNeely J. Subthreshold opioid use disorder prevention (STOP) trial: a cluster randomized clinical trial: study design and methods. Addict Sci Clin Pract 2023; 18:70. [PMID: 37980494 PMCID: PMC10657560 DOI: 10.1186/s13722-023-00424-8] [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: 04/13/2023] [Accepted: 10/30/2023] [Indexed: 11/20/2023] Open
Abstract
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.
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Affiliation(s)
- Jane M Liebschutz
- Division of General Internal Medicine, Center for Research On Health Care, University of Pittsburgh, 200 Lothrop Street, Suite 933W, Pittsburgh, PA, 15213, USA.
| | | | - Rebecca Stone
- Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA
| | - Noa Appleton
- Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA
| | - Lillian Gelberg
- David Geffen School of Medicine at UCLA, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Travis I Lovejoy
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, USA
| | - Amanda M Bunting
- Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA
| | - Charles M Cleland
- Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA
| | - Karen E Lasser
- Section of General Internal Medicine, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- School of Public Health, Boston University, Boston, MA, USA
| | - Donna Beers
- Section of General Internal Medicine, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | | | | | - Gail E Potter
- The Emmes Company, LLC, Rockville, MD, USA
- Biostatistics Research Branch, NIH/NIAID, Rockville, MD, USA
| | | | | | | | | | - Li-Tzy Wu
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Jennifer McNeely
- Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA
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13
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Poulsen MN, Nordberg CM, Troiani V, Berrettini W, Asdell PB, Schwartz BS. Identification of opioid use disorder using electronic health records: Beyond diagnostic codes. Drug Alcohol Depend 2023; 251:110950. [PMID: 37716289 PMCID: PMC10620734 DOI: 10.1016/j.drugalcdep.2023.110950] [Citation(s) in RCA: 1] [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: 06/14/2023] [Revised: 08/24/2023] [Accepted: 08/29/2023] [Indexed: 09/18/2023]
Abstract
BACKGROUND We used structured and unstructured electronic health record (EHR) data to develop and validate an approach to identify moderate/severe opioid use disorder (OUD) that includes individuals without prescription opioid use or chronic pain, an underrepresented population. METHODS Using electronic diagnosis grouper text from EHRs of ~1 million patients (2012-2020), we created indicators of OUD-with "tiers" indicating OUD likelihood-combined with OUD medication (MOUD) orders. We developed six sub-algorithms with varying criteria (multiple vs single MOUD orders, multiple vs single tier 1 indicators, tier 2 indicators, tier 3 and 4 indicators). Positive predictive values (PPVs) were calculated based on chart review to determine OUD status and severity. We compared demographic and clinical characteristics of cases identified by the sub-algorithms. RESULTS In total, 14,852 patients met criteria for one of the sub-algorithms. Five sub-algorithms had PPVs ≥0.90 for any severity OUD; four had PPVs ≥0.90 for moderate/severe OUD. Demographic and clinical characteristics differed substantially between groups. Of identified OUD cases, 31.3% had no past opioid analgesic orders, 79.7% lacked evidence of chronic prescription opioid use, and 43.5% lacked a chronic pain diagnosis. DISCUSSION Incorporating unstructured data with MOUD orders yielded an approach that adequately identified moderate/severe OUD, identified unique demographic and clinical sub-groups, and included individuals without prescription opioid use or chronic pain, whose OUD may stem from illicit opioids. Findings show that incorporating unstructured data strengthens EHR algorithms for identifying OUD and suggests approaches limited to populations with prescription opioid use or chronic pain exclude many individuals with OUD.
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Affiliation(s)
- Melissa N Poulsen
- Department of Population Health Sciences, Geisinger, Danville, PA, USA.
| | - Cara M Nordberg
- Department of Population Health Sciences, Geisinger, Danville, PA, USA.
| | - Vanessa Troiani
- Department of Autism and Developmental Medicine, Geisinger, Lewisburg, PA, USA.
| | - Wade Berrettini
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
| | - Patrick B Asdell
- Department of Family Medicine, Summa Health, Barberton, OH, USA.
| | - Brian S Schwartz
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
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Molfenter T, Jacobson N, Kim JS, Horst J, Kim H, Madden L, Brown R, Haram E, Knudsen HK. Building medication for opioid use disorder prescriber capacity during the opioid epidemic: Prescriber recruitment trends and methods. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 147:208975. [PMID: 36804353 PMCID: PMC10833474 DOI: 10.1016/j.josat.2023.208975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 12/10/2022] [Accepted: 01/31/2023] [Indexed: 05/23/2023]
Abstract
INTRODUCTION Physicians are a critical clinical resource for patient care. Yet physician recruitment has been considerably understudied, particularly in substance use disorder (SUD) settings. This study proposes a conceptual model called the "Physician Recruitment Descriptive Factors Framework" to investigate the role of environmental, organizational, and individual factors in the use of physician recruitment strategies. METHODS The study setting was 75 sites that provided outpatient SUD treatment services in Florida, Ohio, and Wisconsin from 2016 to 2019. Central to the analysis is the use of five targeted physician recruitment strategies. The study investigated whether financial conditions, location (urban v. non-urban), external implementation coaching, and recruiters' roles influenced use of the targeted physician recruitment strategies. RESULTS During the study period, a formal plan to recruit physicians was the most common strategy used (n = 67.6 %). The director or chief executive officer (CEO) was most likely to conduct physician recruitment (n = 58.7 %). During the study, use of four of the five recruitment strategies significantly declined (at p ≤ 0.01), while the perceived need for new prescribing capacity significantly declined (p ≤ 0.01), and prescribers per site increased from 1.54 to 3.21. Sixty-four percent of this increase in prescribers was due to more physician prescribers, while 36 % was due to the onset of the ability of advanced nurse practitioners and physician assistants to prescribe buprenorphine. In year 3 of the study, the strategies most closely aligned with the current number of prescribers were conducting weekly outreach to prescriber candidates (p = .018), having a dedicated prescriber recruiter (p = .011), and having a dedicated budget for prescriber recruiting (p = .002). CONCLUSIONS The study describes which physician recruitment strategies SUD treatment sites used and how the need to recruit physicians for specialty treatment SUD clinics declined as prescriber capacity increased. The proposed multi-level framework provides the scaffolding for future physician recruitment research and practice.
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Affiliation(s)
- Todd Molfenter
- University of Wisconsin-Madison, 1513 University Ave., Madison, WI, United States of America.
| | - Nora Jacobson
- University of Wisconsin-Madison, Institute for Clinical and Translational Research and School of Nursing, 4116 Signe Skott Cooper Hall, 701 Highland Ave., Madison, WI 53705, United States of America
| | - Jee-Seon Kim
- University of Wisconsin-Madison, Department of Educational Psychology, 1025 West Johnson St., Madison, WI 53706-1706, United States of America
| | - Julie Horst
- University of Wisconsin-Madison, 1513 University Ave., Madison, WI, United States of America
| | - Hanna Kim
- University of Wisconsin-Madison, Department of Educational Psychology, 1025 West Johnson St., Madison, WI 53706-1706, United States of America
| | - Lynn Madden
- APT Foundation, 1 Long Wharf Drive, Suite 321, New Haven, CT 06511, United States of America; Yale University, Department of Internal Medicine, 333 Cedar Street, New Haven, CT 06510, United States of America
| | - Randy Brown
- University of Wisconsin-Madison, Department of Family Medicine and Community Health, 1100 Delaplaine Ct., Madison, WI 53715-1896, United States of America
| | - Eric Haram
- Haram Consulting, 413 River Road, Bowdoinham, ME 04008, United States of America
| | - Hannah K Knudsen
- University of Kentucky, Department of Behavioral Science and Center on Drug and Alcohol Research, 845 Angliana Ave., Room 204, Lexington, KY 40508, United States of America
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DeBar LL, Bushey MA, Kroenke K, Bobb JF, Schoenbaum M, Thompson EE, Justice M, Zatzick D, Hamilton LK, McMullen CK, Hallgren KA, Benes LL, Forman DP, Caldeiro RM, Brown RP, Campbell NL, Anderson ML, Son S, Haggstrom DA, Whiteside L, Schleyer TKL, Bradley KA. A patient-centered nurse-supported primary care-based collaborative care program to treat opioid use disorder and depression: Design and protocol for the MI-CARE randomized controlled trial. Contemp Clin Trials 2023; 127:107124. [PMID: 36804450 PMCID: PMC10065939 DOI: 10.1016/j.cct.2023.107124] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 02/14/2023] [Accepted: 02/16/2023] [Indexed: 02/22/2023]
Abstract
BACKGROUND Opioid use disorder (OUD) contributes to rising morbidity and mortality. Life-saving OUD treatments can be provided in primary care but most patients with OUD don't receive treatment. Comorbid depression and other conditions complicate OUD management, especially in primary care. The MI-CARE trial is a pragmatic randomized encouragement (Zelen) trial testing whether offering collaborative care (CC) to patients with OUD and clinically-significant depressive symptoms increases OUD medication treatment with buprenorphine and improves depression outcomes compared to usual care. METHODS Adult primary care patients with OUD and depressive symptoms (n ≥ 800) from two statewide health systems: Kaiser Permanente Washington and Indiana University Health are identified with computer algorithms from electronic Health record (EHR) data and automatically enrolled. A random sub-sample (50%) of eligible patients is offered the MI-CARE intervention: a 12-month nurse-driven CC intervention that includes motivational interviewing and behavioral activation. The remaining 50% of the study cohort comprise the usual care comparison group and is never contacted. The primary outcome is days of buprenorphine treatment provided during the intervention period. The powered secondary outcome is change in Patient Health Questionnaire (PHQ)-9 depression scores. Both outcomes are obtained from secondary electronic healthcare sources and compared in "intent-to-treat" analyses. CONCLUSION MI-CARE addresses the need for rigorous encouragement trials to evaluate benefits of offering CC to generalizable samples of patients with OUD and mental health conditions identified from EHRs, as they would be in practice, and comparing outcomes to usual primary care. We describe the design and implementation of the trial, currently underway. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT05122676. Clinical trial registration date: November 17, 2021.
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Affiliation(s)
- Lynn L DeBar
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America; The Center for Health Research, Kaiser Permanente Northwest, Portland, OR, United States of America.
| | - Michael A Bushey
- Indiana University School of Medicine, Department of Psychiatry, Indianapolis, IN, United States of America
| | - Kurt Kroenke
- Indiana University School of Medicine, Department of Medicine and Regenstrief Institute, Indianapolis, IN, United States of America
| | - Jennifer F Bobb
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America
| | - Michael Schoenbaum
- National Institute of Mental Health, Bethesda, MD, United States of America
| | - Ella E Thompson
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America
| | - Morgan Justice
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America
| | - Douglas Zatzick
- University of Washington, Harborview Medical Center, Seattle, WA, United States of America
| | - Leah K Hamilton
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America
| | - Carmit K McMullen
- The Center for Health Research, Kaiser Permanente Northwest, Portland, OR, United States of America
| | | | - Lindsay L Benes
- Montana State University, Bozeman, MT, United States of America
| | - David P Forman
- University of New Mexico, Albuquerque, NM, United States of America
| | - Ryan M Caldeiro
- Kaiser Permanente of Washington, Seattle, WA, United States of America
| | - Ryan P Brown
- Indiana University Health, Indianapolis, IN, United States of America
| | - Noll L Campbell
- Purdue University College of Pharmacy, West Lafayette, IN, United States of America
| | - Melissa L Anderson
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America
| | - Sungtaek Son
- University of Washington, Seattle, WA, United States of America
| | - David A Haggstrom
- VA HSR&D Center for Health Information and Communication, Indianapolis VA Medical Center, Indianapolis, IN, United States of America
| | - Lauren Whiteside
- University of Washington, Harborview Medical Center, Seattle, WA, United States of America
| | - Titus K L Schleyer
- Indiana University School of Medicine, Department of Psychiatry, Indianapolis, IN, United States of America
| | - Katharine A Bradley
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America; University of Washington, Seattle, WA, United States of America
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16
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Glass JE, Dorsey CN, Beatty T, Bobb JF, Wong ES, Palazzo L, King D, Mogk J, Stefanik-Guizlo K, Idu A, Key D, Fortney JC, Thomas R, McWethy AG, Caldeiro RM, Bradley KA. Study protocol for a factorial-randomized controlled trial evaluating the implementation, costs, effectiveness, and sustainment of digital therapeutics for substance use disorder in primary care (DIGITS Trial). Implement Sci 2023; 18:3. [PMID: 36726127 PMCID: PMC9893639 DOI: 10.1186/s13012-022-01258-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 12/22/2022] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Experts recommend that treatment for substance use disorder (SUD) be integrated into primary care. The Digital Therapeutics for Opioids and Other SUD (DIGITS) Trial tests strategies for implementing reSET® and reSET-O®, which are prescription digital therapeutics for SUD and opioid use disorder, respectively, that include the community reinforcement approach, contingency management, and fluency training to reinforce concept mastery. This purpose of this trial is to test whether two implementation strategies improve implementation success (Aim 1) and achieve better population-level cost effectiveness (Aim 2) over a standard implementation approach. METHODS/DESIGN The DIGITS Trial is a hybrid type III cluster-randomized trial. It examines outcomes of implementation strategies, rather than studying clinical outcomes of a digital therapeutic. It includes 22 primary care clinics from a healthcare system in Washington State and patients with unhealthy substance use who visit clinics during an active implementation period (up to one year). Primary care clinics implemented reSET and reSET-O using a multifaceted implementation strategy previously used by clinical leaders to roll-out smartphone apps ("standard implementation" including discrete strategies such as clinician training, electronic health record tools). Clinics were randomized as 21 sites in a 2x2 factorial design to receive up to two added implementation strategies: (1) practice facilitation, and/or (2) health coaching. Outcome data are derived from electronic health records and logs of digital therapeutic usage. Aim 1's primary outcomes include reach of the digital therapeutics to patients and fidelity of patients' use of the digital therapeutics to clinical recommendations. Substance use and engagement in SUD care are additional outcomes. In Aim 2, population-level cost effectiveness analysis will inform the economic benefit of the implementation strategies compared to standard implementation. Implementation is monitored using formative evaluation, and sustainment will be studied for up to one year using qualitative and quantitative research methods. DISCUSSION The DIGITS Trial uses an experimental design to test whether implementation strategies increase and improve the delivery of digital therapeutics for SUDs when embedded in a large healthcare system. It will provide data on the potential benefits and cost-effectiveness of alternative implementation strategies. CLINICALTRIALS gov Identifier: NCT05160233 (Submitted 12/3/2021). https://clinicaltrials.gov/ct2/show/NCT05160233.
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Affiliation(s)
- Joseph E Glass
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA.
| | - Caitlin N Dorsey
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Tara Beatty
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Jennifer F Bobb
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Edwin S Wong
- Department of Health Systems and Population Health, School of Public Health, University of Washington, Box 351621, 3980 15th Ave. NE, Fourth Floor, Seattle, WA, 98195, USA
- Department of Veterans Affairs, Health Services Research and Development, Center of Innovation, 1660 S Columbian Way, WA, 98108, Seattle, USA
| | - Lorella Palazzo
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Deborah King
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Jessica Mogk
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Kelsey Stefanik-Guizlo
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Abisola Idu
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Dustin Key
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - John C Fortney
- Department of Veterans Affairs, Health Services Research and Development, Center of Innovation, 1660 S Columbian Way, WA, 98108, Seattle, USA
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Box 356560, 1959 NE Pacific Street, Seattle, WA, 98195, USA
| | - Rosemarie Thomas
- Kaiser Permanente Washington Mental Health & Wellness Services, 1200 SW 27th St, Renton, WA, 98057, USA
| | - Angela Garza McWethy
- Kaiser Permanente Washington Mental Health & Wellness Services, 1200 SW 27th St, Renton, WA, 98057, USA
| | - Ryan M Caldeiro
- Kaiser Permanente Washington Mental Health & Wellness Services, 1200 SW 27th St, Renton, WA, 98057, USA
| | - Katharine A Bradley
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
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Lowe E, Kogan AC, Feldman CT, Ma SB, Lie DA. Preceptors' preparedness to teach about substance and opioid use disorder: a qualitative study. BMC MEDICAL EDUCATION 2022; 22:867. [PMID: 36517790 PMCID: PMC9749622 DOI: 10.1186/s12909-022-03922-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 11/25/2022] [Indexed: 06/17/2023]
Abstract
STUDY AIM Little is known about preceptors' comfort and readiness to teach clinical students about the care of patients with substance and opioid use disorder (SUD/OUD). This study explores preceptors' views about caring for such patients, and their preparedness to teach about SUD/OUD management, to improve graduate competencies. METHODS Participants were recruited by convenience and snowball sampling. Semi-structured interviews were conducted with physician, physician assistant, and nurse practitioner preceptors who taught medical and physician assistant students. Interviews were conducted via Zoom® videoconferencing. Transcripts were generated and independently analyzed for themes by 4 experienced coders using constant comparison and a grounded theory approach. RESULTS Fifteen interviews were conducted to theme saturation. We identified 3 major themes and 10 subthemes supported by exemplar quotes. The major themes were: education about SUD/OUD in primary care (subthemes include need for longitudinal curriculum, redefining 'success' in treatment, and precepting challenges), treatment of SUD/OUD in primary care (need for systemic support and care continuity), and medication-assisted therapy (MAT) training as a tool for teaching (preceptors' own training, and need for clinical students to be trained). CONCLUSIONS Preceptors agreed that treatment of SUD/OUD belongs in primary care and students should learn about SUD/OUD from the start of their medical education. Data analysis enabled the construction of an emerging conceptual framework reflecting a diversity of experiences and opinions of preceptor comfort and preparedness to teach about SUD/OUD, associated with various barriers and motivators. This framework can guide future strategies to address facilitators and obstacles to advance and promote preceptor preparedness to teach students about the care and management of patients with SUD/OUD.
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Affiliation(s)
- Enya Lowe
- Division of Physician Assistant Studies, Primary Care Physician Assistant Program, Department of Family Medicine, Keck School of Medicine of USC, University of Southern California, 1000 S. Fremont Avenue Bldg #635, Alhambra, CA 91803 USA
| | - Alexis Coulourides Kogan
- Family Medicine and Gerontology, Department of Family Medicine and Geriatrics, Keck School of Medicine of USC, University of Southern California, Alhambra, USA
| | - Corinne T. Feldman
- Division of Physician Assistant Studies, Primary Care Physician Assistant Program, Department of Family Medicine, Keck School of Medicine of USC, University of Southern California, 1000 S. Fremont Avenue Bldg #635, Alhambra, CA 91803 USA
| | - Sae Byul Ma
- Division of Physician Assistant Studies, Primary Care Physician Assistant Program, Department of Family Medicine, Keck School of Medicine of USC, University of Southern California, 1000 S. Fremont Avenue Bldg #635, Alhambra, CA 91803 USA
| | - Désirée A. Lie
- Division of Physician Assistant Studies, Primary Care Physician Assistant Program, Department of Family Medicine, Keck School of Medicine of USC, University of Southern California, 1000 S. Fremont Avenue Bldg #635, Alhambra, CA 91803 USA
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18
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Braciszewski JM, Idu AE, Yarborough BJH, Stumbo SP, Bobb JF, Bradley KA, Rossom RC, Murphy MT, Binswanger IA, Campbell CI, Glass JE, Matson TE, Lapham GT, Loree AM, Barbosa-Leiker C, Hatch MA, Tsui JI, Arnsten JH, Stotts A, Horigian V, Hutcheson R, Bart G, Saxon AJ, Thakral M, Ling Grant D, Pflugeisen CM, Usaga I, Madziwa LT, Silva A, Boudreau DM. Sex Differences in Comorbid Mental and Substance Use Disorders Among Primary Care Patients With Opioid Use Disorder. Psychiatr Serv 2022; 73:1330-1337. [PMID: 35707859 PMCID: PMC9722542 DOI: 10.1176/appi.ps.202100665] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
OBJECTIVE The authors sought to characterize the 3-year prevalence of mental disorders and nonnicotine substance use disorders among male and female primary care patients with documented opioid use disorder across large U.S. health systems. METHODS This retrospective study used 2014-2016 data from patients ages ≥16 years in six health systems. Diagnoses were obtained from electronic health records or claims data; opioid use disorder treatment with buprenorphine or injectable extended-release naltrexone was determined through prescription and procedure data. Adjusted prevalence of comorbid conditions among patients with opioid use disorder (with or without treatment), stratified by sex, was estimated by fitting logistic regression models for each condition and applying marginal standardization. RESULTS Females (53.2%, N=7,431) and males (46.8%, N=6,548) had a similar prevalence of opioid use disorder. Comorbid mental disorders among those with opioid use disorder were more prevalent among females (86.4% vs. 74.3%, respectively), whereas comorbid other substance use disorders (excluding nicotine) were more common among males (51.9% vs. 60.9%, respectively). These differences held for those receiving medication treatment for opioid use disorder, with mental disorders being more common among treated females (83% vs. 71%) and other substance use disorders more common among treated males (68% vs. 63%). Among patients with a single mental health condition comorbid with opioid use disorder, females were less likely than males to receive medication treatment for opioid use disorder (15% vs. 20%, respectively). CONCLUSIONS The high rate of comorbid conditions among patients with opioid use disorder indicates a strong need to supply primary care providers with adequate resources for integrated opioid use disorder treatment.
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Affiliation(s)
- Jordan M Braciszewski
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Abisola E Idu
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Bobbi Jo H Yarborough
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Scott P Stumbo
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Jennifer F Bobb
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Katharine A Bradley
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Rebecca C Rossom
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Mark T Murphy
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Ingrid A Binswanger
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Cynthia I Campbell
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Joseph E Glass
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Theresa E Matson
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Gwen T Lapham
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Amy M Loree
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Celestina Barbosa-Leiker
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Mary A Hatch
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Judith I Tsui
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Julia H Arnsten
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Angela Stotts
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Viviana Horigian
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Rebecca Hutcheson
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Gavin Bart
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Andrew J Saxon
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Manu Thakral
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Deborah Ling Grant
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Chaya Mangel Pflugeisen
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Ingrid Usaga
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Lawrence T Madziwa
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Angela Silva
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
| | - Denise M Boudreau
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit (Braciszewski, Loree); Kaiser Permanente Washington Health Research Institute (KPWHRI), Seattle (Idu, Bobb, Bradley, Glass, Matson, Lapham, Madziwa); Kaiser Permanente Northwest Center for Health Research, Portland, Oregon (Yarborough, Stumbo); HealthPartners Institute and Department of Research, University of Minnesota, Minneapolis (Rossom); MultiCare Institute for Research and Innovation, MultiCare Health System, Tacoma, Washington (Murphy, Pflugeisen, Silva); Kaiser Permanente Colorado Institute for Health Research, Colorado Permanente Medical Group, Department of Health System Science, Bernard J. Tyson Kaiser Permanente School of Medicine, University of Colorado School of Medicine, Aurora (Binswanger); Kaiser Permanente Northern California Division of Research, Oakland (Campbell); Department of Health Systems and Population Health, University of Washington, Seattle (Lapham, Hutcheson); Washington State University Health Sciences Spokane, Spokane (Barbosa-Leiker); Department of Psychiatry and Behavioral Sciences and Addictions, Drug and Alcohol Institute, University of Washington, Seattle (Hatch); Department of Medicine, University of Washington and Harborview Medical Center, Seattle (Tsui); Albert Einstein College of Medicine, Montefiore Medical Center, New York City (Arnsten); Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston (Stotts); Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami (Horigian, Usaga); Hennepin Healthcare and Department of Medicine, University of Minnesota Medical School, Minneapolis (Bart); Veterans Affairs Puget Sound Health Care System, Seattle (Saxon); Manning College of Nursing and Health Sciences, University of Massachusetts, Boston (Thakral); Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena (Ling Grant); Genentech, Inc., San Francisco (Boudreau)
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19
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Grove LR, Rao N, Domino ME. Are North Carolina clinicians delivering opioid use disorder treatment to Medicaid beneficiaries? Addiction 2022; 117:2855-2863. [PMID: 35194878 PMCID: PMC9491381 DOI: 10.1111/add.15854] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 01/31/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND AIMS Medicaid is a public health insurance program in the United States that serves low-income individuals. Medicaid beneficiaries have elevated risk of opioid use disorder (OUD), yet face barriers to receiving medications for OUD (MOUD). To inform efforts to increase MOUD receipt among Medicaid beneficiaries, this study: (1) estimated Medicaid participation prevalence among clinicians authorized to prescribe buprenorphine and (2) estimated the association between clinician characteristics and OUD care delivery to Medicaid beneficiaries. DESIGN, SETTING AND PARTICIPANTS Retrospective study of North Carolina, USA licensed physicians, physician assistants and nurse practitioners. Licensure data from 2018 were merged with 2019 US Drug Enforcement Administration (DEA) data to identify clinicians who received the DEA waiver required to prescribe buprenorphine (n = 1714). Medicaid claims data were used to characterize clinician engagement in OUD care delivery. MEASUREMENTS Outcomes were indicators of any Medicaid professional claims and any Medicaid prescription claims for buprenorphine and/or naltrexone. Predictors included clinician characteristics (e.g. gender and race) and characteristics of clinicians' practice location (e.g. area opioid overdose death rate). FINDINGS Most waivered clinicians delivered services to Medicaid beneficiaries, ranging from 67.0% of behavioral health clinicians to 82.9% of specialist physicians. Among waivered clinicians with Medicaid professional claims, prevalence of prescribing buprenorphine to Medicaid beneficiaries ranged from 30.3% among specialist physicians to 51.6% among behavioral health clinicians. The probability of prescribing MOUD to Medicaid beneficiaries was higher among waivered clinicians identifying as male compared with female (8.5 percentage points, P = 0.004) or black compared with white (9.9 percentage points, P = 0.007), older clinicians (0.5 percentage point increase per year, P < 0.001) and clinicians in counties with a higher opioid overdose death rate (5.0 percentage point increase per additional death per 10 000 residents, P = 0.010). CONCLUSIONS Among clinicians in North Carolina, USA who are authorized to prescribe buprenorphine, 67-83% (depending on type of specialist) deliver services to Medicaid beneficiaries, but only 30-52% of those prescribe medications for opioid use disorder (OUD) to Medicaid beneficiaries. Engagement in OUD care delivery to Medicaid beneficiaries varies by clinician demographic and area characteristics.
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Affiliation(s)
- Lexie R Grove
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Nikhil Rao
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Marisa Elena Domino
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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20
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Anwar T, Duever M, Jayawardhana J. Access to methadone clinics and opioid overdose deaths in Georgia: A geospatial analysis. Drug Alcohol Depend 2022; 238:109565. [PMID: 35839618 DOI: 10.1016/j.drugalcdep.2022.109565] [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: 04/04/2022] [Revised: 07/05/2022] [Accepted: 07/05/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND As a result of the opioid epidemic, the demand for treatment options for opioid use disorder (OUD) such as methadone has increased. Methadone can only be administered in methadone clinics. Though numerous methadone clinics are located across the state of Georgia, access to methadone treatment may still be a concern for certain areas of the state. In this study, we examine the relationship between access to methadone clinics and opioid overdose death rates at the county level and compare access to treatment through Federally Qualified Health Centers (FQHCs) if methadone provision was to expand in Georgia. METHODS We utilize location data for methadone clinics and FQHCs, and opioid overdose death rates at the county level from 2019 for the study analysis. The analysis was carried out using a geographical information system (GIS) mapping and a descriptive analysis. RESULTS The results show that there is no methadone clinic accessible to individuals within a 15-minute drive time for 4 out of the 5 counties with the highest opioid overdose death rates in Georgia, though FQHCs are accessible within a 15-minute drive time to more than 67% of the population in each of these counties. Additionally, 7 out of the 9 counties with the highest opioid overdose death rates have no methadone clinic accessible within a 15-minute drive time, though all those counties have easier access to FQHCs. CONCLUSION If methadone distribution was to expand to FQHCs, more counties and a larger area of Georgia would have greater access to methadone treatment.
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Affiliation(s)
- Tahiya Anwar
- Terry College of Business, University of Georgia, Athens, GA 30602, USA.
| | - Meagan Duever
- Map and Government Information Library, University of Georgia, 320 S Jackson St, Athens, GA 30602, USA.
| | - Jayani Jayawardhana
- College of Pharmacy, University of Georgia, 250 West Green Street, Athens, GA 30602, USA.
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21
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Training in Safe Opioid Prescribing and Treatment of Opioid Use Disorder in Internal Medicine Residencies: a National Survey of Program Directors. J Gen Intern Med 2022; 37:2650-2660. [PMID: 34729698 PMCID: PMC8562932 DOI: 10.1007/s11606-021-07102-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 08/13/2021] [Indexed: 01/07/2023]
Abstract
BACKGROUND Training future clinicians in safe opioid prescribing (SOP) and treatment of opioid use disorder (OUD) is critical to address the opioid epidemic. The Accreditation Council on Graduate Medical Education requires all programs to provide instruction and experience in pain management and will mandate addiction medicine clinical experiences for internal medicine trainees. OBJECTIVE Assess residents' training in SOP and treatment of OUD and identify training barriers. DESIGN Cross-sectional nationally representative survey was emailed in 2019. PARTICIPANTS Four hundred twenty-two Association of Program Directors in Internal Medicine members in US internal medicine residency programs. MAIN MEASURES Program opportunities and challenges to developing or implementing training in SOP, treatment of OUD, and buprenorphine waiver training, and perceived curricular effectiveness. KEY RESULTS The response rate was 69.4% (293/422). Most programs required didactics in SOP (94.2%) and treatment of OUD (71.7%). Few programs required clinical experiences including addiction medicine clinics (28/240, 11.7%), inpatient consult services (11/240, 4.6%), or offsite treatment rotations (8/240, 3.3%). Lack of trained faculty limited developing or implementing curricula (61.5%). Few respondents reported that their program was "very effective" in teaching SOP (80/285, 28.1%) or treatment of OUD (43/282, 15.3%). Some programs offered buprenorphine waiver training to residents (83/286, 29.0%) and faculty (94/286, 32.9%) with few mandating training (11.7% (28/240) and 5.4% (13/240) respectively). Only 60 of 19,466 (0.3%) residents completed buprenorphine waiver training. Primary care programs/tracks were more likely to offer waiver training to residents (odds ratio [OR], 3.07; 95% CI, 1.68-5.60; P < 0.001) and faculty (OR, 1.08; 95% CI, 1.01-3.22; P = 0.05). CONCLUSIONS In this nationally representative survey, few internal medicine residency programs provided clinical training in SOP and treatment of OUD, and training was not viewed as very effective. Lack of effective training may have adverse implications for patients, clinicians, and society.
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22
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Kotz D, O'Donnell A, McPherson S, Thomas KH. Using primary care databases for addiction research: An introduction and overview of strengths and weaknesses. Addict Behav Rep 2022; 15:100407. [PMID: 35111898 PMCID: PMC8789598 DOI: 10.1016/j.abrep.2022.100407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 12/16/2021] [Accepted: 01/10/2022] [Indexed: 11/28/2022] Open
Abstract
Primary care databases extract and combine routine data from the electronic patient records of various participating practices on a regular basis. These databases can be used for innovative and relevant addiction research, but such use requires a thorough understanding of how data were originally collected and how they need to be processed and statistically analysed to produce sound scientific evidence. The aims of this paper are therefore to (1) make a case for why primary care databases should be considered more frequently for addiction research; (2) provide an overview of how primary care databases are constructed; (3) highlight important methodological and statistical strengths and weaknesses of using primary care databases for research; and (4) give practical advice about how a researcher can get access to databases. Three major primary care databases from the UK serve as examples: Clinical Practice Research Datalink (CPRD), The Health Improvement Network (THIN), and QResearch.
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Affiliation(s)
- Daniel Kotz
- Institute of General Practice, Addiction Research and Clinical Epidemiology Unit, Medical Faculty of the Heinrich‐Heine‐University Düsseldorf, Germany
- Research Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, UK
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, UK
| | - Amy O'Donnell
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Sterling McPherson
- Program of Excellence in Addictions Research and the Analytics and PsychoPharmacology Laboratory (APPL), Washington State University, Elson S. Floyd College of Medicine, USA
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23
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Abstract
This paper is the forty-third consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2020 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonists and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, Flushing, NY, 11367, United States.
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24
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Garland EL, Hanley AW, Nakamura Y, Barrett JW, Baker AK, Reese SE, Riquino MR, Froeliger B, Donaldson GW. Mindfulness-Oriented Recovery Enhancement vs Supportive Group Therapy for Co-occurring Opioid Misuse and Chronic Pain in Primary Care: A Randomized Clinical Trial. JAMA Intern Med 2022; 182:407-417. [PMID: 35226053 PMCID: PMC8886485 DOI: 10.1001/jamainternmed.2022.0033] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 01/07/2022] [Indexed: 12/15/2022]
Abstract
IMPORTANCE Successful treatment of opioid misuse among people with chronic pain has proven elusive. Guidelines recommend nonopioid therapies, but the efficacy of mindfulness-based interventions for opioid misuse is uncertain. OBJECTIVE To evaluate the efficacy of Mindfulness-Oriented Recovery Enhancement (MORE) for the reduction of opioid misuse and chronic pain. DESIGN, SETTING, AND PARTICIPANTS This interviewer-blinded randomized clinical trial enrolled patients from primary care clinics in Utah between January 4, 2016, and January 16, 2020. The study included 250 adults with chronic pain receiving long-term opioid therapy who were misusing opioid medications. INTERVENTIONS Treatment with MORE (comprising training in mindfulness, reappraisal, and savoring positive experiences) or supportive group psychotherapy (control condition) across 8 weekly 2-hour group sessions. MAIN OUTCOMES AND MEASURES Primary outcomes were (1) opioid misuse assessed by the Drug Misuse Index (self-report, interview, and urine screen) and (2) pain severity and pain-related functional interference, assessed by subscale scores on the Brief Pain Inventory through 9 months of follow-up. Secondary outcomes were opioid dose, emotional distress, and ecological momentary assessments of opioid craving. The minimum intervention dose was defined as 4 or more completed sessions of MORE or supportive group psychotherapy. RESULTS Among 250 participants (159 women [63.6%]; mean [SD] age, 51.8 [11.9] years), 129 were randomized to the MORE group and 121 to the supportive psychotherapy group. Overall, 17 participants (6.8%) were Hispanic or Latino, 218 (87.2%) were White, and 15 (6.0%) were of other races and/or ethnicities (2 American Indian, 3 Asian, 1 Black, 2 Pacific Islander, and 7 did not specify). At baseline, the mean duration of pain was 14.7 years (range, 1-60 years), and the mean (SD) morphine-equivalent opioid dose was 101.0 (266.3) mg (IQR, 16.0-90.0 mg). A total of 203 participants (81.2%) received the minimum intervention dose (mean [SD], 5.7 [2.2] sessions); at 9 months, 92 of 250 participants (36.8%) discontinued the study. The overall odds ratio for reduction in opioid misuse through the 9-month follow-up period in the MORE group compared with the supportive psychotherapy group was 2.06 (95% CI, 1.17-3.61; P = .01). At 9 months, 36 of 80 participants (45.0%) in the MORE group were no longer misusing opioids compared with 19 of 78 participants (24.4%) in the supportive psychotherapy group. Mixed models demonstrated that MORE was superior to supportive psychotherapy through 9 months of follow-up for pain severity (between-group effect: 0.49; 95% CI, 0.17-0.81; P = .003) and pain-related functional interference (between-group effect: 1.07; 95% CI, 0.64-1.50; P < .001). Participants in the MORE group reduced their opioid dose to a greater extent than those in the supportive psychotherapy group. The MORE group also had lower emotional distress and opioid craving. CONCLUSIONS AND RELEVANCE In this randomized clinical trial, among adult participants in a primary care setting, the MORE intervention led to sustained improvements in opioid misuse and chronic pain symptoms and reductions in opioid dosing, emotional distress, and opioid craving compared with supportive group psychotherapy. Despite attrition caused by the COVID-19 pandemic and the vulnerability of the sample, MORE appeared to be efficacious for reducing opioid misuse among adults with chronic pain. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02602535.
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Affiliation(s)
- Eric L. Garland
- Center on Mindfulness and Integrative Health Intervention Development, College of Social Work, University of Utah, Salt Lake City
- Veterans Health Care Administration, Veterans Integrated Service Network 19 Whole Health Flagship Site, VA Salt Lake City Health Care System, Salt Lake City, Utah
| | - Adam W. Hanley
- Center on Mindfulness and Integrative Health Intervention Development, College of Social Work, University of Utah, Salt Lake City
| | - Yoshio Nakamura
- Pain Research Center, Division of Pain Medicine, Department of Anesthesiology, University of Utah School of Medicine, Salt Lake City
| | - John W. Barrett
- Community Physicians Group, University of Utah School of Medicine, Salt Lake City
| | - Anne K. Baker
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | | | | | - Gary W. Donaldson
- Pain Research Center, Division of Pain Medicine, Department of Anesthesiology, University of Utah School of Medicine, Salt Lake City
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25
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Saini J, Johnson B, Qato DM. Self-Reported Treatment Need and Barriers to Care for Adults With Opioid Use Disorder: The US National Survey on Drug Use and Health, 2015 to 2019. Am J Public Health 2022; 112:284-295. [PMID: 35080954 PMCID: PMC8802601 DOI: 10.2105/ajph.2021.306577] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2021] [Indexed: 11/04/2022]
Abstract
Objectives. To explore barriers to care and characteristics associated with respondent-reported perceived need for opioid use disorder (OUD) treatment and National Survey on Drug Use and Health (NSDUH)‒defined OUD treatment gap. Methods. We performed a cross-sectional study using descriptive and multivariable logistic regression analyses to examine 2015-2019 NSDUH data. We included respondents aged 18 years or older with past-year OUD. Results. Of 1 987 961 adults, 10.5% reported a perceived OUD treatment need, and 71% had a NSDUH-defined treatment gap. There were significant differences in age distribution, health insurance coverage, and past-year mental illness between those with and without a perceived OUD treatment need. Older adults (aged ≥ 50 years) and non-White adults were more likely to have a treatment gap compared with younger adults (aged 18-49 years) and White adults, respectively. Conclusions. Fewer than 30% of adults with OUD receive treatment, and only 1 in 10 report a need for treatment, reflecting persistent structural barriers to care and differences in perceived care needs between patients with OUD and the NSDUH-defined treatment gap measure. Public Health Implications. Public health efforts aimed at broadening access to all forms of OUD treatment and harm reduction should be proactively undertaken. (Am J Public Health. 2022;112(2):284-295. https://doi.org/10.2105/AJPH.2021.306577).
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Affiliation(s)
- Jannat Saini
- Jannat Saini and Breah Johnson are with the University of Maryland School of Pharmacy, Baltimore. Danya M. Qato is with the University of Maryland School of Pharmacy and School of Medicine, Baltimore
| | - Breah Johnson
- Jannat Saini and Breah Johnson are with the University of Maryland School of Pharmacy, Baltimore. Danya M. Qato is with the University of Maryland School of Pharmacy and School of Medicine, Baltimore
| | - Danya M Qato
- Jannat Saini and Breah Johnson are with the University of Maryland School of Pharmacy, Baltimore. Danya M. Qato is with the University of Maryland School of Pharmacy and School of Medicine, Baltimore
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Knudsen HK, Brown R, Jacobson N, Horst J, Kim JS, Kim H, Madden LM, Haram E, Molfenter T. Prescribers' satisfaction with delivering medications for opioid use disorder. Subst Abuse Treat Prev Policy 2021; 16:78. [PMID: 34663379 PMCID: PMC8521499 DOI: 10.1186/s13011-021-00413-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Expanding access to medications for opioid use disorder (MOUD), such as buprenorphine and extended release (XR) naltrexone, is critical to addressing the US opioid epidemic, but little is known about prescriber satisfaction with delivering these two types of MOUD. The current study describes the satisfaction of prescribers delivering buprenorphine and XR-naltrexone while examining whether satisfaction is associated with current patient census and organizational environment. METHODS As part of a cluster randomized clinical trial (RCT) focused on expanding access to medication for opioid use disorder, 41 MOUD prescribers in Florida, Ohio, and Wisconsin completed a web-based survey. The survey included measures of prescriber satisfaction with delivering buprenorphine treatment and XR-naltrexone. In addition, the survey measured several prescriber characteristics and their perceptions of the organizational environment. RESULTS Prescribers were generally satisfied with their work in delivering these two types of MOUD. Prescribers reporting a greater number of patients (r = .46, p = .006), those who would recommend the center to others (r = .56, p < .001), and those reporting positive relationships with staff (r = .56, p < .001) reported significantly greater overall satisfaction with delivering buprenorphine treatment. Prescribers who more strongly endorsed feeling overburdened reported lower overall buprenorphine satisfaction (r = -.37, p = .02). None of the prescriber characteristics or perceptions of the organizational environment were significantly associated with overall satisfaction with delivering XR-naltrexone treatment. CONCLUSIONS The generally high levels of satisfaction with both types of MOUD is notable given that prescriber dissatisfaction can lead to turnover and impact intentions to leave the profession. Future research should continue to explore the prescriber characteristics and organizational factors associated with satisfaction in providing different types of MOUD. REGISTRATION ClinicalTrials.gov. NCT02926482. Date of registration: September 9, 2016. https://clinicaltrials.gov/ct2/show/NCT02926482 .
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Affiliation(s)
- Hannah K. Knudsen
- Department of Behavioral Science and Center on Drug and Alcohol Research, University of Kentucky, 845 Angliana Ave., Room 204, KY 40508 Lexington, USA
| | - Randy Brown
- Department of Family Medicine and Community Health, University of Wisconsin-Madison, 1100 Delaplaine Ct, WI 53715-1896 Madison, USA
| | - Nora Jacobson
- Institute for Clinical and Translational Research, University of Wisconsin-Madison, 4116 Signe Skott Cooper Hall, 701 Highland Ave, WI 53705 Madison, USA
| | - Julie Horst
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, 1513 University Ave, WI 53706 Madison, USA
| | - Jee-Seon Kim
- Department of Educational Psychology, University of Wisconsin-Madison, 1025 West Johnson St, WI 53706-1706 Madison, USA
| | - Hanna Kim
- Department of Educational Psychology, University of Wisconsin-Madison, 1025 West Johnson St, WI 53706-1706 Madison, USA
| | - Lynn M. Madden
- Department of Internal Medicine, Yale University, APT Foundation, 1 Long Wharf Drive, Suite 321, CT 06511 New Haven, USA
| | - Eric Haram
- Haram Consulting, 413 River Road, ME 04008 Bowdoinham, USA
| | - Todd Molfenter
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, 1513 University Ave, WI 53706 Madison, USA
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Bagley SM, Chavez L, Braciszewski JM, Akolsile M, Boudreau DM, Lapham G, Campbell CI, Bart G, Yarborough BJH, Samet JH, Saxon AJ, Rossom RC, Binswanger IA, Murphy MT, Glass JE, Bradley KA. Receipt of medications for opioid use disorder among youth engaged in primary care: data from 6 health systems. Addict Sci Clin Pract 2021; 16:46. [PMID: 34233750 PMCID: PMC8262000 DOI: 10.1186/s13722-021-00249-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 06/09/2021] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Little is known about prevalence and treatment of OUD among youth engaged in primary care (PC). Medications are the recommended treatment of opioid use disorder (OUD) for adolescents and young adults (youth). This study describes the prevalence of OUD, the prevalence of medication treatment for OUD, and patient characteristics associated with OUD treatment among youth engaged in PC. METHODS This cross-sectional study includes youth aged 16-25 years engaged in PC. Eligible patients had ≥ 1 PC visit during fiscal years (FY) 2014-2016 in one of 6 health systems across 6 states. Data from electronic health records and insurance claims were used to identify OUD diagnoses, office-based OUD medication treatment, and patient demographic and clinical characteristics in the FY of the first PC visit during the study period. Descriptive analyses were conducted in all youth, and stratified by age (16-17, 18-21, 22-25 years). RESULTS Among 303,262 eligible youth, 2131 (0.7%) had a documented OUD diagnosis. The prevalence of OUD increased by ascending age groups. About half of youth with OUD had documented depression or anxiety and one third had co-occurring substance use disorders. Receipt of medication for OUD was lowest among youth 16-17 years old (14%) and highest among those aged 22-25 (39%). CONCLUSIONS In this study of youth engaged in 6 health systems across 6 states, there was low receipt of medication treatment, and high prevalence of other substance use disorders and mental health disorders. These findings indicate an urgent need to increase medication treatment for OUD and to integrate treatment for other substance use and mental health disorders.
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Affiliation(s)
| | - Laura Chavez
- Nationwide Children's Hospital, Abigail Wexner Research Institute, Columbus, USA
| | - Jordan M Braciszewski
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit, USA
- Department of Psychiatry, Henry Ford Health System, Detroit, USA
| | - Mary Akolsile
- Kaiser Permanente Washington Health Research Institute, Seattle, USA
| | - Denise M Boudreau
- Kaiser Permanente Washington Health Research Institute, Seattle, USA
| | - Gwen Lapham
- Nationwide Children's Hospital, Abigail Wexner Research Institute, Columbus, USA
| | - Cynthia I Campbell
- Division of Research, Kaiser Permanente Northern California, Oakland, USA
| | - Gavin Bart
- University of Minnesota Medical School/Hennepin Healthcare, Minneapolis, USA
| | | | | | - Andrew J Saxon
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System/University of Washington School of Medicine, Seattle, USA
| | - Rebecca C Rossom
- Health Partners Institute/University of Minnesota, Minneapolis, USA
| | - Ingrid A Binswanger
- Colorado Permanente Medical Group, Kaiser Permanente Colorado, The University of Colorado School of Medicine and The Kaiser Permanente Bernard J. Tyson School of Medicine, Aurora, USA
| | - Mark T Murphy
- MultiCare Institute for Research and Innovation, MultiCare Health System WA, Tacoma, USA
| | - Joseph E Glass
- Kaiser Permanente Washington Health Research Institute, Seattle, USA
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Glass JE, Matson TE, Lim C, Hartzler AL, Kimbel K, Lee AK, Beatty T, Parrish R, Caldeiro RM, Garza McWethy A, Curran GM, Bradley KA. Approaches for Implementing App-Based Digital Treatments for Drug Use Disorders Into Primary Care: A Qualitative, User-Centered Design Study of Patient Perspectives. J Med Internet Res 2021; 23:e25866. [PMID: 34255666 PMCID: PMC8293157 DOI: 10.2196/25866] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 03/11/2021] [Accepted: 05/04/2021] [Indexed: 01/23/2023] Open
Abstract
Background Digital interventions, such as websites and smartphone apps, can be effective in treating drug use disorders (DUDs). However, their implementation in primary care is hindered, in part, by a lack of knowledge on how patients might like these treatments delivered to them. Objective This study aims to increase the understanding of how patients with DUDs prefer to receive app-based treatments to inform the implementation of these treatments in primary care. Methods The methods of user-centered design were combined with qualitative research methods to inform the design of workflows for offering app-based treatments in primary care. Adult patients (n=14) with past-year cannabis, stimulant, or opioid use disorder from 5 primary care clinics of Kaiser Permanente Washington in the Seattle area participated in this study. Semistructured interviews were recorded, transcribed, and analyzed using qualitative template analysis. The coding scheme included deductive codes based on interview topics, which primarily focused on workflow design. Inductive codes emerged from the data. Results Participants wanted to learn about apps during visits where drug use was discussed and felt that app-related conversations should be incorporated into the existing care whenever possible, as opposed to creating new health care visits to facilitate the use of the app. Nearly all participants preferred receiving clinician support for using apps over using them without support. They desired a trusting, supportive relationship with a clinician who could guide them as they used the app. Participants wanted follow-up support via phone calls or secure messaging because these modes of communication were perceived as a convenient and low burden (eg, no copays or appointment travel). Conclusions A user-centered implementation of treatment apps for DUDs in primary care will require health systems to design workflows that account for patients’ needs for structure, support in and outside of visits, and desire for convenience.
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Affiliation(s)
- Joseph E Glass
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States
| | - Theresa E Matson
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States
| | - Catherine Lim
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States
| | - Andrea L Hartzler
- Department of Biomedical Informatics and Medical Education, School of Medicine, University of Washington, Seattle, WA, United States
| | - Kilian Kimbel
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States
| | - Amy K Lee
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States
| | - Tara Beatty
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States
| | - Rebecca Parrish
- Kaiser Permanente Washington Mental Health & Wellness Services, Renton, WA, United States
| | - Ryan M Caldeiro
- Kaiser Permanente Washington Mental Health & Wellness Services, Renton, WA, United States
| | - Angela Garza McWethy
- Kaiser Permanente Washington Mental Health & Wellness Services, Renton, WA, United States
| | - Geoffrey M Curran
- University of Arkansas for Medical Sciences and Central Arkansas Veterans Healthcare System, Little Rock, AR, United States
| | - Katharine A Bradley
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States
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Tai B, Dobbins R, Blackeney Q, Liu D, Moran L. The NIDA clinical trials network: evolving, expanding, and addressing the opioid epidemic. Addict Sci Clin Pract 2021; 16:28. [PMID: 33964973 PMCID: PMC8105960 DOI: 10.1186/s13722-021-00238-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 04/24/2021] [Indexed: 11/12/2022] Open
Abstract
Over the past two decades, the National Drug Abuse Treatment Clinical Trials Network (CTN), a program of the National Institute on Drug Abuse (NIDA), has expanded from the initial six Nodes to 16 Nodes, as a nationwide consortium of research scientists and treatment providers working together to improve care for substance use in the nation’s communities. Encompassing both specialty care programs and general medical settings, the Network has become a unique resource for expertise on clinically focused research, bridging the gap between research and treatment delivery. Over 22 years, the CTN has completed 101 studies, resulting in 650 publications. In response to the opioid epidemic, a CTN task force generated a comprehensive list of research priorities in the areas of prevention, treatment, knowledge dissemination, and workforce training, to form the basis of the Network’s opioid portfolio. The Network’s opioid portfolio currently includes five main categories of studies: (1) large multi-site studies; (2) studies aimed at closing the treatment gap; (3) expansion of ongoing studies to improve service delivery and implementation; (4) studies to explore the use of substance use data in electronic health record systems; (5) training and dissemination projects to expand the research/health care provider workforce. With funding from the Helping to End Addiction Long-Term InitiativeSM (HEAL), the CTN established five new Nodes, which, along with the pre-existing Nodes, are distributed in every region of the nation and engage researchers and clinicians in areas that have been among the hardest hit by the opioid epidemic. Through this expanded network and its commitment to developing personalized, evidence-based treatments, the CTN is poised to address and provide solutions for the ongoing epidemic of opioid use and addiction.
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Affiliation(s)
- Betty Tai
- Center for the Clinical Trials Network, National Institute On Drug Abuse, National Institutes of Health, 3WFN Room 09A48 MSC 6022, 301 North Stonestreet Avenue, Bethesda, MD, 20892, USA.
| | - Ronald Dobbins
- Center for the Clinical Trials Network, National Institute On Drug Abuse, National Institutes of Health, 3WFN Room 09A48 MSC 6022, 301 North Stonestreet Avenue, Bethesda, MD, 20892, USA
| | - Quandra Blackeney
- Center for the Clinical Trials Network, National Institute On Drug Abuse, National Institutes of Health, 3WFN Room 09A48 MSC 6022, 301 North Stonestreet Avenue, Bethesda, MD, 20892, USA
| | - David Liu
- Center for the Clinical Trials Network, National Institute On Drug Abuse, National Institutes of Health, 3WFN Room 09A48 MSC 6022, 301 North Stonestreet Avenue, Bethesda, MD, 20892, USA
| | - Landhing Moran
- Center for the Clinical Trials Network, National Institute On Drug Abuse, National Institutes of Health, 3WFN Room 09A48 MSC 6022, 301 North Stonestreet Avenue, Bethesda, MD, 20892, USA
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Diagnosis of Opioid Use Disorder by Youths Assessed in Acute Care Settings in British Columbia, Canada. J Pediatr 2021; 232:243-250. [PMID: 33515555 DOI: 10.1016/j.jpeds.2021.01.046] [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: 07/11/2020] [Revised: 11/04/2020] [Accepted: 01/20/2021] [Indexed: 11/23/2022]
Abstract
OBJECTIVES To describe trends in the number of youths diagnosed with opioid use disorder (OUD) and to identify factors associated with OUD diagnosis in acute care settings. STUDY DESIGN Data from a population-based retrospective cohort study with linkage of 6 health administrative databases for 13 009 youth age 12-24 years identified with OUD between 2001 and 2018 in British Columbia, Canada were used to describe annual diagnoses. Using a multiple logistic regression model, we estimated the association between past-year health care utilization and OUD diagnosis in acute settings, controlling for sociodemographic and OUD-related comorbid conditions. RESULTS Annual OUD diagnoses quadrupled between 2003 and 2017 (from 326 to 1473). Among the 6579 youth diagnosed with OUD between April 1, 2013 and September 30, 2018, 88.1% had past-year health system contacts. Youth age 12-18 had higher odds of OUD diagnosis in acute care (aOR 2.04; 95% CI 1.78, 2.34). Compared with no health care contact, youth receiving outpatient care only were less likely to be diagnosed with OUD in acute care (aOR 0.69; 95% CI 0.56, 0.84) and those with >1 urgent hospitalization were more likely to be diagnosed with OUD in acute care (aOR 1.87; 95% CI 1.40,2.49). CONCLUSIONS More than 88% of youth had past-year health system contacts prior to diagnosis. Those age 12-18 years and with urgent hospitalizations in the year prior to diagnosis were more likely to have OUD diagnosed in acute care settings. Establishing an effective evidence-based system for early detection and intervention among youth with OUD must be a priority.
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Saxon AJ. Imperative for Attention to Opioid Use Disorder and Other Substance Use Disorders in Older Adults. Am J Geriatr Psychiatry 2021; 29:429-431. [PMID: 33485776 DOI: 10.1016/j.jagp.2020.12.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Accepted: 12/28/2020] [Indexed: 11/27/2022]
Affiliation(s)
- Andrew J Saxon
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Director, Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System (AJS), Seattle, WA.
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Campbell CI, Saxon AJ, Boudreau DM, Wartko PD, Bobb JF, Lee AK, Matthews AG, McCormack J, Liu DS, Addis M, Altschuler A, Samet JH, LaBelle CT, Arnsten J, Caldeiro RM, Borst DT, Stotts AL, Braciszewski JM, Szapocznik J, Bart G, Schwartz RP, McNeely J, Liebschutz JM, Tsui JI, Merrill JO, Glass JE, Lapham GT, Murphy SM, Weinstein ZM, Yarborough BJH, Bradley KA. PRimary Care Opioid Use Disorders treatment (PROUD) trial protocol: a pragmatic, cluster-randomized implementation trial in primary care for opioid use disorder treatment. Addict Sci Clin Pract 2021; 16:9. [PMID: 33517894 PMCID: PMC7849121 DOI: 10.1186/s13722-021-00218-w] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 01/15/2021] [Indexed: 01/10/2023] Open
Abstract
Background Most people with opioid use disorder (OUD) never receive treatment. Medication treatment of OUD in primary care is recommended as an approach to increase access to care. The PRimary Care Opioid Use Disorders treatment (PROUD) trial tests whether implementation of a collaborative care model (Massachusetts Model) using a nurse care manager (NCM) to support medication treatment of OUD in primary care increases OUD treatment and improves outcomes. Specifically, it tests whether implementation of collaborative care, compared to usual primary care, increases the number of days of medication for OUD (implementation objective) and reduces acute health care utilization (effectiveness objective). The protocol for the PROUD trial is presented here. Methods PROUD is a hybrid type III cluster-randomized implementation trial in six health care systems. The intervention consists of three implementation strategies: salary for a full-time NCM, training and technical assistance for the NCM, and requiring that three primary care providers have DEA waivers to prescribe buprenorphine. Within each health system, two primary care clinics are randomized: one to the intervention and one to Usual Primary Care. The sample includes all patients age 16–90 who visited the randomized primary care clinics from 3 years before to 2 years after randomization (anticipated to be > 170,000). Quantitative data are derived from existing health system administrative data, electronic medical records, and/or health insurance claims (“electronic health records,” [EHRs]). Anonymous staff surveys, stakeholder debriefs, and observations from site visits, trainings and technical assistance provide qualitative data to assess barriers and facilitators to implementation. The outcome for the implementation objective (primary outcome) is a clinic-level measure of the number of patient days of medication treatment of OUD over the 2 years post-randomization. The patient-level outcome for the effectiveness objective (secondary outcome) is days of acute care utilization [e.g. urgent care, emergency department (ED) and/or hospitalizations] over 2 years post-randomization among patients with documented OUD prior to randomization. Discussion The PROUD trial provides information for clinical leaders and policy makers regarding potential benefits for patients and health systems of a collaborative care model for management of OUD in primary care, tested in real-world diverse primary care settings. Trial registration # NCT03407638 (February 28, 2018); CTN-0074 https://clinicaltrials.gov/ct2/show/NCT03407638?term=CTN-0074&draw=2&rank=1
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Affiliation(s)
- Cynthia I Campbell
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, 3rd Floor, Oakland, CA, 94612, USA.
| | - Andrew J Saxon
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
| | - Denise M Boudreau
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Seattle, WA, 98101, USA
| | - Paige D Wartko
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Seattle, WA, 98101, USA
| | - Jennifer F Bobb
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Seattle, WA, 98101, USA
| | - Amy K Lee
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Seattle, WA, 98101, USA
| | | | | | - David S Liu
- National Institute on Drug Abuse Center for Clinical Trials Network, Three White Flint North, 11601 Landsdown Street, North Bethesda, MD, 20852, USA
| | - Megan Addis
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Seattle, WA, 98101, USA
| | - Andrea Altschuler
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, 3rd Floor, Oakland, CA, 94612, USA
| | - Jeffrey H Samet
- Boston Medical Center/Boston University School of Medicine: Clinical Addiction Research & Education (CARE) Unit Crosstown Center, 801 Massachusetts Ave., 2nd Floor, Boston, MA, 02118, USA
| | - Colleen T LaBelle
- Boston Medical Center/Boston University School of Medicine: Clinical Addiction Research & Education (CARE) Unit Crosstown Center, 801 Massachusetts Ave., 2nd Floor, Boston, MA, 02118, USA
| | - Julia Arnsten
- Albert Einstein College of Medicine, Montefiore Medical Center, 3300 Kossuth Avenue, Bronx, NY, 10467, USA
| | - Ryan M Caldeiro
- Kaiser Permanente Washington, 9800 4th Ave. N.E., Seattle, WA, 98115, USA
| | - Douglas T Borst
- Kootenai Clinic Family Medicine, 1919 Lincoln Way, Suite 315, Coeur d Alene, ID, 83814, USA
| | - Angela L Stotts
- Department of Family & Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston School, 7000 Fannin Street, Houston, TX, 77030, USA
| | - Jordan M Braciszewski
- Department of Psychiatry, Center for Health Policy and Health Services Research, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI, 48202, USA
| | - José Szapocznik
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, 10th Floor, Miami, FL, 33136, USA
| | - Gavin Bart
- University of Minnesota/Hennepin Healthcare, 701 Park Avenue, Minneapolis, MN, 55415, USA
| | - Robert P Schwartz
- Friends Research Institute, 1040 Park Avenue, Suite 103, Baltimore, MD, 21201, USA
| | - Jennifer McNeely
- NYU Grossman School of Medicine, 180 Madison Ave., New York, NY, 10016, USA
| | - Jane M Liebschutz
- Division of General Internal Medicine, Center for Research On Health Care, University of Pittsburgh School of Medicine, 200 Lothrop Street, 933West, Pittsburgh, PA, 15213, USA
| | - Judith I Tsui
- University of Washington/Harborview Medical Center, 325 9th Ave, Seattle, WA, 98104, USA
| | - Joseph O Merrill
- University of Washington/Harborview Medical Center, 325 9th Ave, Seattle, WA, 98104, USA
| | - Joseph E Glass
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Seattle, WA, 98101, USA
| | - Gwen T Lapham
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Seattle, WA, 98101, USA
| | - Sean M Murphy
- Weill Cornell Medical College, 425 East 61st Street, Suite 301, New York, NY, 10065, USA
| | - Zoe M Weinstein
- Clinical Addiction Research & Education (CARE) Unit, Boston University School of Medicine, Crosstown Center, 801 Massachusetts Ave., 2nd Floor, Boston, MA, 02118, USA
| | - Bobbi Jo H Yarborough
- Kaiser Permanente Northwest, Center for Health Research, 3800 N. Interstate Avenue, Portland, OR, 97227-1098, USA
| | - Katharine A Bradley
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Seattle, WA, 98101, USA
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Jalali MS, Botticelli M, Hwang RC, Koh HK, McHugh RK. The opioid crisis: a contextual, social-ecological framework. Health Res Policy Syst 2020; 18:87. [PMID: 32762700 PMCID: PMC7409444 DOI: 10.1186/s12961-020-00596-8] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Accepted: 06/29/2020] [Indexed: 12/14/2022] Open
Abstract
The prevalence of opioid use and misuse has provoked a staggering number of deaths over the past two and a half decades. Much attention has focused on individual risks according to various characteristics and experiences. However, broader social and contextual domains are also essential contributors to the opioid crisis such as interpersonal relationships and the conditions of the community and society that people live in. Despite efforts to tackle the issue, the rates of opioid misuse and non-fatal and fatal overdose remain high. Many call for a broad public health approach, but articulation of what such a strategy could entail has not been fully realised. In order to improve the awareness surrounding opioid misuse, we developed a social-ecological framework that helps conceptualise the multivariable risk factors of opioid misuse and facilitates reviewing them in individual, interpersonal, communal and societal levels. Our framework illustrates the multi-layer complexity of the opioid crisis that more completely captures the crisis as a multidimensional issue requiring a broader and integrated approach to prevention and treatment.
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Affiliation(s)
- Mohammad S Jalali
- Harvard Medical School, Harvard University, Boston, MA, United States of America.
- Institute for Technology Assessment, Massachusetts General Hospital, 101 Merrimac St, Suite 1010, Room 1032, Boston, MA, 02114, United States of America.
| | - Michael Botticelli
- Grayken Center for Addiction, Boston Medical Center, Boston, MA, United States of America
| | - Rachael C Hwang
- Institute for Technology Assessment, Massachusetts General Hospital, 101 Merrimac St, Suite 1010, Room 1032, Boston, MA, 02114, United States of America
| | - Howard K Koh
- T.H. Chan School of Public Health, Harvard University, Boston, MA, United States of America
- Harvard Kennedy School, Harvard University, Cambridge, MA, United States of America
| | - R Kathryn McHugh
- Harvard Medical School, Harvard University, Boston, MA, United States of America
- Division of Alcohol and Drug Abuse, McLean Hospital, Belmont, MA, United States of America
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Santos RA, Rae M, Dartora VFMC, Matos JKR, Camarini R, Lopes LB. Bioresponsive nanostructured systems for sustained naltrexone release and treatment of alcohol use disorder: Development and biological evaluation. Int J Pharm 2020; 585:119474. [PMID: 32473371 DOI: 10.1016/j.ijpharm.2020.119474] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 05/22/2020] [Accepted: 05/24/2020] [Indexed: 01/16/2023]
Abstract
In this study, microemulsions capable of transforming into nanostructured hexagonal phase gels in vivo upon uptake of biological fluids for naltrexone prolonged release were investigated as a strategy for management of alcohol use disorder (AUD). Microemulsions were prepared using monoolein, tricaprylin, water and propylene glycol; after preliminary characterization, one formulation was selected, which contained 55% of monoolein-tricaprylin (M-55). This microemulsion displayed size below 200 nm and Newtonian rheological behavior. Liquid crystalline gels formed in vitro upon 8 h of contact with water following a second order kinetics. After 120 h, <50% of naltrexone was released in vitro independently on drug loading (5 or 10%). In vivo, gels formed within 24 h of M-55 subcutaneous administration, and persisted locally for over 30 days providing slow release of the fluorescent marker Alexa fluor compared to a solution. Using the conditioned place preference paradigm, a test used to measure drug's rewarding effects, a single dose of M-55 containing 5% naltrexone reduced the time spent in the ethanol-paired compartment by 1.8-fold compared to saline; this effect was similar to that obtained with daily naltrexone injections, demonstrating the formulation efficacy and its ability to reduce dosing frequency. A more robust effect was observed following administration of M-55 containing 10% of naltrexone, which was compatible with aversion. These results support M-55 as a platform for sustained release of drugs that can be further explored for management of AUD to reduce dosing frequency and aid treatment adherence.
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Affiliation(s)
- Rogério A Santos
- Department of Pharmacology, Instituto de Ciências Biomédicas - Universidade de Sao Paulo, Brazil
| | - Mariana Rae
- Department of Pharmacology, Instituto de Ciências Biomédicas - Universidade de Sao Paulo, Brazil
| | - Vanessa F M C Dartora
- Department of Pharmacology, Instituto de Ciências Biomédicas - Universidade de Sao Paulo, Brazil
| | - Jenyffer K R Matos
- Department of Pharmacology, Instituto de Ciências Biomédicas - Universidade de Sao Paulo, Brazil
| | - Rosana Camarini
- Department of Pharmacology, Instituto de Ciências Biomédicas - Universidade de Sao Paulo, Brazil
| | - Luciana B Lopes
- Department of Pharmacology, Instituto de Ciências Biomédicas - Universidade de Sao Paulo, Brazil.
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McCarty D, Donovan DM. The National Drug Abuse Treatment Clinical Trials Network: From 2000 to 2020 and beyond. J Subst Abuse Treat 2020; 112S:1-3. [PMID: 32220404 DOI: 10.1016/j.jsat.2020.02.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Dennis McCarty
- OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, OR, United States of America.
| | - Dennis M Donovan
- Department of Psychiatry & Behavioral Sciences, Alcohol & Drug Abuse Institute, University of Washington, Seattle, WA, United States of America
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