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Ameral V, Hickey TR, Reilly ED, Patterson JA, Sofuoglu M. Pharmacological and behavioral pain treatment strategies for patients with opioid use disorder. Expert Opin Pharmacother 2025. [PMID: 40366730 DOI: 10.1080/14656566.2025.2506688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2025] [Revised: 05/06/2025] [Accepted: 05/12/2025] [Indexed: 05/15/2025]
Abstract
INTRODUCTION A critical challenge in providing effective medical care for individuals in opioid agonist treatment (OAT) for opioid use disorder is the effective management of acute and chronic pain. While pain commonly co-occurs with opioid use disorder, there is limited research to guide effective management of pain in this population. AREAS COVERED We first provide an overview of the etiology and treatment of acute and chronic pain, highlighting areas of complexity for patients receiving OAT. We then describe the search strategy, which involved a date-inclusive search for relevant terms in PubMed, EMBASE, and the Cochrane Central Register of Controlled Trials. After summarizing the results of this search on the evidence for pharmacological and behavioral treatments of acute and chronic pain for individuals on OAT, we conclude with a discussion of these finding and a summarized expert opinion on the state of the evidence. EXPERT OPINION The evidence suggests that while research on effective treatment of acute and chronic pain in individuals in OAT is limited, promising work is ongoing to translate existing treatments, particularly behavioral treatments for chronic pain, to support this population. However, further research is warranted, particularly regarding pharmacological options.
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Affiliation(s)
- Victoria Ameral
- VISN 1 Mental Illness Research, Education, and Clinical Center (MIRECC), VA Bedford Healthcare System, Bedford, MA, USA
- Department of Psychiatry, UMass Chan Medical School, Worcester, MA, USA
| | - Thomas R Hickey
- Department of Anesthesiology, Yale University School of Medicine, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | - Erin Dawna Reilly
- VISN 1 Mental Illness Research, Education, and Clinical Center (MIRECC), VA Bedford Healthcare System, Bedford, MA, USA
- Department of Psychiatry, UMass Chan Medical School, Worcester, MA, USA
| | - Jessica A Patterson
- VISN 1 Knowledge Library, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Mehmet Sofuoglu
- VISN 1 Mental Illness Research, Education, and Clinical Center (MIRECC), VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
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Lott A, Danner AN, Malte CA, Salameh HA, Bachowski D, Gordon AJ, Hagedorn HJ, Frost MC, Williams EC, Saxon AJ, Trim RS, Hawkins EJ. Implementing buprenorphine for opioid use disorder in veterans health administration primary care: a qualitative analysis. Addict Sci Clin Pract 2025; 20:38. [PMID: 40307859 PMCID: PMC12042572 DOI: 10.1186/s13722-025-00568-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 04/18/2025] [Indexed: 05/02/2025] Open
Abstract
BACKGROUND Medications for opioid use disorder are evidence-based, guideline-recommended treatments. While buprenorphine can be prescribed in nonspecialized office-based settings, it is underutilized. Using a multifaceted implementation initiative, the Veterans Health Administration (VHA) sought to expand access to buprenorphine in nonspecialized office-based settings, including primary care clinics. The purpose of this qualitative evaluation was to assess and describe primary care clinicians' perspectives on delivering buprenorphine care during the first year of the initiative. METHODS Using a snowball sampling approach, individualized emails were sent to primary care clinicians participating in a VHA initiative (n = 43) inviting them to be interviewed. Individual semi-structured interviews were conducted September 2019 through January 2020, and were audio-recorded, transcribed, and analyzed using thematic analysis. The Consolidated Framework for Implementation Research (CFIR), a meta-theoretical framework of five domains associated with successful adoption of interventions, was used to organize findings. RESULTS Of 43 clinicians invited, 19 responded and were interviewed (44.2%). Findings represented two CFIR domains: Inner Setting and Characteristics of Individuals. For Inner Setting, three themes were identified as influencing implementation during the first year of the initiative. Clinicians reported a shared receptivity to implement buprenorphine, organizational support from pharmacy services and leadership, as well as cohesive relationships among implementation team members and collaboration with outside clinics. Noted barriers included fit within primary care workflows and lack of staff, time and access to onsite laboratory services and buprenorphine. For Characteristics of Individuals, two themes were identified that may facilitate clinicians' willingness to provide buprenorphine care. Namely, clinicians reported positive attitudes about and experiences delivering opioid use disorder care and a willingness to learn/do something new. CONCLUSIONS While implementation strategies should be tailored to individual clinic needs, prioritizing factors identified in this evaluation may support successful implementation of buprenorphine delivery in primary care.
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Affiliation(s)
- Aline Lott
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA, USA
| | - Anissa N Danner
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA, USA
| | - Carol A Malte
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA, USA
| | - Hope A Salameh
- Center for Care Delivery & Outcomes Research, Health Services Research & Development, Minneapolis VA Health Care System, Minneapolis, MN, USA
| | - Diana Bachowski
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA, USA
| | - Adam J Gordon
- Informatics, Decision-Enhancement, and Analytic Sciences Center, Health Systems Research, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Hildi J Hagedorn
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA, USA
- Center for Care Delivery & Outcomes Research, Health Services Research & Development, Minneapolis VA Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Madeline C Frost
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA
- Department of Health Systems and Population Health, University of Washington School of Public Health, Seattle, WA, USA
| | - Emily C Williams
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA
- Department of Health Systems and Population Health, University of Washington School of Public Health, Seattle, WA, USA
| | - Andrew J Saxon
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA
| | - Ryan S Trim
- Center of Excellence in Substance Addiction Treatment and Education, Corporal Michael J. Crescenz Philadelphia VA Medical Center, Philadelphia, PA, USA
| | - Eric J Hawkins
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA, 98108, USA.
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA, USA.
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA.
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Frost MC, Malte CA, Kennedy AJ, Saxon AJ, Gordon AJ, Hagedorn HJ, Williams EC, Trim RS, Lott A, Danner AN, Hawkins EJ. Impact of an opioid use disorder medication implementation intervention on hospitalization and emergency department utilization in the Veterans Health Administration. BMC Psychiatry 2025; 25:288. [PMID: 40140748 PMCID: PMC11938673 DOI: 10.1186/s12888-025-06722-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 03/14/2025] [Indexed: 03/28/2025] Open
Abstract
BACKGROUND It is important to evaluate how medication for opioid use disorder (MOUD) implementation interventions impact downstream outcomes, however little is known about impact on hospitalization and emergency department (ED) utilization. Stepped Care for Opioid Use Disorder Train the Trainer (SCOUTT) is a national United States Veterans Health Administration (VHA) effort initially implemented at 18 facilities that increased MOUD receipt in primary care, mental health, and pain clinics. This evaluation assessed SCOUTT's impact on hospitalization and ED utilization. METHODS This evaluation used a controlled interrupted time series analysis. We extracted electronic health record data for patients with OUD and ≥ 1 visit in an intervention clinic (N = 35) or matched comparison clinic (N = 35) in the post-implementation year. We examined monthly measures of hospitalization and ED utilization in the pre-implementation (9/1/2017-8/31/2018) and post-implementation (9/1/2018-8/31/2019) years. Segmented regression models estimated pre-post immediate and trend changes in intervention relative to comparison clinics, adjusting for pre-implementation trends and patient characteristics. Sensitivity analyses were conducted among patients with ≥ 1 visit in both the pre-/post-implementation years, and post-hoc secondary analyses were conducted among patients with OUD and ≥ 1 other SUD vs. OUD only. RESULTS Patients with OUD in both intervention (N = 7,488) and comparison (N = 7,558) clinics had a mean age of 53 years, and the majority were male, White, and not married. During the pre-implementation period, hospitalization and ED utilization increased over time in both intervention and comparison clinics; during the post-implementation period, hospitalization and ED utilization decreased over time in intervention clinics and remained stable in comparison clinics. There was no significant difference in pre-post changes between intervention and comparison clinics for most analyses. In sensitivity analyses the pre-to-post decrease in monthly trend for ED visits was larger in intervention clinics and, in secondary analyses, the pre-to-post decrease in monthly trend for hospitalizations was larger in intervention clinics among patients with OUD and ≥ 1 other SUD. CONCLUSIONS This evaluation did not find evidence that SCOUTT substantially impacted hospitalization or ED utilization relative to comparison clinics, though there may have been positive impacts for patients with longer engagement in SCOUTT clinics and patients with OUD and ≥ 1 other SUD.
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Affiliation(s)
- Madeline C Frost
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA.
- Department of Health Systems and Population Health, University of Washington School of Public Health, 3980 15th Ave NE, Seattle, WA, 98195, USA.
| | - Carol A Malte
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
| | - Amy J Kennedy
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
- Division of General Internal Medicine, University of Washington School of Medicine, 325 Ninth Ave, Seattle, WA, 98104, 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
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA, 98195, USA
| | - Adam J Gordon
- Informatics, Decision-Enhancement, and Analytic Sciences Center, Health Systems Research, VA Salt Lake City Health Care System, 500 Foothill Dr, Salt Lake City, UT, 84148, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy, Department of Internal Medicine, University of Utah School of Medicine, 30 N Mario Capecchi Dr., Salt Lake City, UT, 84112, USA
| | - Hildi J Hagedorn
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
- Center for Care Delivery & Outcomes Research, Health Services Research & Development, Minneapolis VA Health Care System, 1 Veterans Dr, Minneapolis, MN, 55417, USA
- Department of Psychiatry, University of Minnesota, 606 24th Ave S, Minneapolis, MN, 55454, USA
| | - Emily C Williams
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
- Department of Health Systems and Population Health, University of Washington School of Public Health, 3980 15th Ave NE, Seattle, WA, 98195, USA
| | - Ryan S Trim
- Center of Excellence in Substance Addiction Treatment and Education, Corporal Michael J. Crescenz Philadelphia VA Medical Center, 3900 Woodland Ave, Philadelphia, PA, 19104, USA
| | - Aline Lott
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
| | - Anissa N Danner
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
| | - Eric J Hawkins
- Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA, 98195, USA
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Nkemjika S, Oforeh K, Olwit C, Olayinka O, Tumenta T. Factors affecting waiting times to enter opioid use disorder treatment in the United States with a particular focus on potential biological sex disparity. PCN REPORTS : PSYCHIATRY AND CLINICAL NEUROSCIENCES 2025; 4:e70048. [PMID: 39735716 PMCID: PMC11672024 DOI: 10.1002/pcn5.70048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 11/27/2024] [Accepted: 12/09/2024] [Indexed: 12/31/2024]
Abstract
Aim Opioid use disorder (OUD) is the problematic use of licit or illicit opioids. Thus far, the literature on biological sex differences in accessing treatment is scarce. Hence, we hypothesize that biological sex has a moderating effect on OUD treatment accessibility. We aim to explore biological sex differences in treatment disparities and its role in wait time to enter OUD treatment. Method Using the 2018 Treatment Episode Data Set Discharge, the national sample representative of OUD patients in the substance use disorder treatment facilities within the 50 states of the United States was 382,547. Univariate and multivariable logistic analysis of the independent variables and other covariates with the dependent variables were explored to estimate the adjusted odds relationship. Results Medications for OUD (MOUD) use among males was significantly different, with waiting 1-7 days (adjusted odds ratio [AOR] = 1.300, 95% confidence interval [CI] = 1.208-1.399) and >7 days (AOR = 0.676, 95% CI = 0.600-0.763) to enter OUD treatment compared to waiting less than a day. For females, MOUD was significantly different, with waiting 1-7 days (AOR = 1.366, 95% CI = 1.244-1.499) and >7 days (AOR = 0.834, 95% CI = 0.721-0.965) to enter OUD treatment compared to waiting less than a day. Conclusion Both females and males who received MOUD had lower odds of waiting >7 days to enter treatment than those who received no MOUD. The findings of this study will ensure equity in allocating resources to both males and females.
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Affiliation(s)
- Stanley Nkemjika
- Department of Psychiatry and Human BehaviorThomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
| | - Kenneth Oforeh
- Department of PsychiatryUniversity of Pittsburgh Medical CenterPittsburghPennsylvaniaUSA
| | - Connie Olwit
- Department of NursingMakerere UniversityKampalaUganda
- College of NursingAugusta UniversityAugustaGeorgiaUSA
| | - Olaniyi Olayinka
- Department of PsychiatryUniversity of Texas Health Science CenterHoustonTexasUSA
| | - Terence Tumenta
- Department of PsychiatryYale School of MedicineNew HavenConnecticutUSA
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Shearer RD, Bart G, Beebe TJ, Virnig BA, Shippee ND, Winkelman TNA. Cross sectional analysis of an addiction consultation service, substance co-use patterns, and receipt of medications for opioid use disorder during hospitalization. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 167:209505. [PMID: 39241929 PMCID: PMC11527587 DOI: 10.1016/j.josat.2024.209505] [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: 02/01/2024] [Revised: 06/19/2024] [Accepted: 08/27/2024] [Indexed: 09/09/2024]
Abstract
INTRODUCTION Despite effective medications for opioid use disorder (MOUD), treatment engagement remains low. As the overdose crisis is increasingly characterized by opioids co-used with other substances, it is important to understand whether existing models effectively support treatment for patients who use multiple substances. Hospital-based addiction consultation services (ACS) have shown promise at increasing MOUD initiation and treatment engagement, but the effectiveness for patients with specific co-use patterns remains unknown. METHODS Using 2016-2023 admissions data from a large safety net hospital, we estimated a random-effects logistic regression model to determine whether specific co-use (methamphetamine, cocaine, alcohol, sedative, and other) moderated the effect of being seen by ACS on the receipt of MOUD. Adjusting for patient sociodemographic, health, and admission characteristics we estimated the proportion of patients who received MOUD across specific co-use groups. RESULTS Of 7679 total admissions indicating opioid use, of which 5266 (68.6 %) indicated co-use of one or more substances and 2387 (31.1 %) were seen by the ACS. Among admissions not seen by the ACS, a smaller proportion of admissions with any co-use received MOUD (23.5 %; 95 % CI: 21.9-25.1) compared to admissions with opioid use alone (34.0 %; 95 % CI: 31.9-36.1). However, among admissions seen by the ACS a similar proportion of admissions with any co-use received MOUD (57.8 %; 95 % CI: 55.5-60.1) as admissions with opioid use alone (56.2 %; 95 % CI: 52.2-60.2). The increase in proportion of admissions receiving MOUD associated with being seen by the ACS was larger for admissions with methamphetamine (38.6 percentage points; 95 % CI: 34.6-42.6) or cannabis co-use (39.0 percentage points; 95 % CI: 32.9-45.1) compared to admissions without methamphetamine (25.7 percentage points; 95 % CI: 22.2-29.2) or cannabis co-use (29.1 percentage points; 95 % CI: 26.1-32.1). CONCLUSIONS The ACS is an effective hospital-based treatment model for increasing the proportion of admissions which receive MOUD. This study shows that ACSs are also able to support increased receipt of MOUD for patients who use other substances in addition to opioids. Future research is needed to further understand what transition strategies best support treatment linkage for patients who use multiple substances.
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Affiliation(s)
- Riley D Shearer
- University of Minnesota School of Public Health, 420 Delaware St SE, Mayo Building B681, Minneapolis, MN 55455, USA; Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, 701 Park Ave., Suite PP7.700, Minneapolis, MN 55415, USA.
| | - Gavin Bart
- Division of Addiction Medicine, Department of Medicine, Hennepin Healthcare, 900 S 8(th) St, Minneapolis, MN 55415, USA
| | - Timothy J Beebe
- University of Minnesota School of Public Health, 420 Delaware St SE, Mayo Building B681, Minneapolis, MN 55455, USA
| | - Beth A Virnig
- College of Public Health and Health Professions, University of Florida, 1225 Center Drive, Gainsville, FL 32611, USA
| | - Nathan D Shippee
- University of Minnesota School of Public Health, 420 Delaware St SE, Mayo Building B681, Minneapolis, MN 55455, USA
| | - Tyler N A Winkelman
- Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, 701 Park Ave., Suite PP7.700, Minneapolis, MN 55415, USA; Division of General Internal Medicine, Department of Medicine, Hennepin Healthcare, 716 S 7(th) St, Minneapolis, MN 55415, USA
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Shearer R, Hagedorn H, Englander H, Siegler T, Kibben R, Fawole A, Patten A, Fitzpatrick A, Laes J, Fernando J, Appleton N, Oot E, Titus H, Krawczyk N, Weinstein Z, McNeely J, Baukol P, Ghitza U, Gustafson D, Bart G, Bazzi A. Barriers and facilitators to implementing treatment for opioid use disorder in community hospitals. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 167:209520. [PMID: 39265915 PMCID: PMC11749276 DOI: 10.1016/j.josat.2024.209520] [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: 03/19/2024] [Revised: 08/19/2024] [Accepted: 09/08/2024] [Indexed: 09/14/2024]
Abstract
INTRODUCTION Methadone and buprenorphine are effective treatment for opioid use disorder (OUD), yet they are vastly under-utilized across US hospitals. To inform a national trial assessing the effectiveness of implementation strategies to increase adoption of an inpatient hospital-based opioid treatment (HBOT) model (NCT04921787), we explored barriers and facilitators to expanding medication for opioid use disorder (MOUD) within community hospitals across the United States. METHODS From November 2021 to March 2022, we used purposeful and snowball sampling to identify and interview participants involved in inpatient care of patients with OUD from twelve community hospitals. We conducted semi-structured interviews on providers' experiences and perspectives on current treatment approaches as well as potential influences on MOUD expansion in their hospitals. We used thematic analysis to identify key barriers and facilitators that could impact implementation of an HBOT model, and organized these findings based on the Consolidated Framework for Implementation Research (CFIR). RESULTS From qualitative interviews with 57 participants (30 physicians, 7 pharmacists, 6 nurses, and 14 professionals involved in the care of patients with OUD), we identified key barriers and facilitators mapped to CFIR's internal and outer settings. The most salient inner setting domains included tension for change and relative priority, compatibility, available resources, organizational culture, access to knowledge and information, relational connections and communications, and information technology infrastructure. Outer setting domains included policies and laws, financing, and partnerships and connections. CONCLUSIONS Identifying potential barriers and facilitators can inform hospital-specific strategies to support implementation of HBOT. Implementation strategies that address barriers such as staff availability, knowledge, and attitudes may support increased HBOT adoption. On a broader scale, national policy changes such as increased financing and public reporting of quality metrics would address other barriers we identified and may also encourage hospitals to adopt HBOT models.
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Affiliation(s)
- Riley Shearer
- University of Minnesota School of Public Health, Minneapolis, MN 55407, USA
| | - Hildi Hagedorn
- Minneapolis Veterans Affairs Health Care System, Minneapolis, MN 55417, USA
| | | | | | - Roxanne Kibben
- Hennepin Healthcare Research Institute, Minneapolis, MN 55415, USA
| | - Adetayo Fawole
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Alisa Patten
- Oregon Health and Science University, Portland, OR 97239, USA
| | - Amy Fitzpatrick
- Boston Medical Center and the Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - JoAn Laes
- Hennepin Healthcare Research Institute, Minneapolis, MN 55415, USA
| | - Jasmine Fernando
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Noa Appleton
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Emily Oot
- Boston University, Boston, MA 02215, USA
| | - Hope Titus
- Oregon Health and Science University, Portland, OR 97239, USA
| | - Noa Krawczyk
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Zoe Weinstein
- Boston Medical Center and the Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA
| | - Jennifer McNeely
- New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Paulette Baukol
- Hennepin Healthcare Research Institute, Minneapolis, MN 55415, USA
| | - Udi Ghitza
- National Institute on Drug Abuse, North Bethesda, MD 20852, USA
| | | | - Gavin Bart
- Hennepin Healthcare, Minneapolis, MN 55415, USA
| | - Angela Bazzi
- University of California San Diego, La Jolla, CA 92093, USA.
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Hafen K, Wallace H, Fritz K, Fordham C, Haskell T, Kelley AT, Jones AL, Cochran G, Gordon AJ. A novel rural hospital/clinic-system practice-based research network: the Rural Addiction Implementation Network (RAIN) initiative and its goals, implementation, and early results. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2024:1-12. [PMID: 39365273 DOI: 10.1080/00952990.2024.2394487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 06/24/2024] [Accepted: 08/06/2024] [Indexed: 10/05/2024]
Abstract
Background: Rural and frontier communities face high rates of opioid use disorders (OUDs). In 2021, the Rural Addiction Implementation Network (RAIN) sought to establish a rural hospital/clinic-system practice-based research network (RH-PBRN) to facilitate implementation of evidence-based addiction-related prevention, treatment, and recovery (PTR) services to reduce the morbidity of OUD and substance use disorder (SUD) in rural communities.Objective: To describe the goals and implementation of PTR activities of RAIN, a novel RH-PBRN.Methods: RAIN identified teams of external/internal facilitators at four rural hospitals/clinic-networks to achieve at least 15 PTR activities involving OUD and other SUDs. RAIN utilized an implementation-facilitation approach: facilitators assessed the implementation environment and promoted interventions to overcome barriers to PTR implementation. Other interventions included site visits, community of learning calls, and e-communication. RAIN assessed and recorded facilitators and barriers to implementation, milestone attainment, and outcomes of PTR activities. At 18 months, we queried facilitators about the fidelity and implementation of RAIN activities.Results: RAIN established an HP-PBRN in four sites (Idaho, Montana, Utah, and Wyoming). Within the HP-PBRN, 20 PTR activities were established (p = 7, T = 10, R = 3; range 3-7 per site). Barriers to implementation of PTR activities included competing clinical demands, especially due to COVID-19, lack of dedicated effort for staff at sites, and stigma of addiction and its treatment. Facilitators of implementation included the use of trained expert facilitators and communication between the sites.Conclusions: RAIN implemented 20 addiction-related PTR activities in four rural hospitals/clinic-networks. RAIN's intervention model could be replicated to address addiction-related harms in other rural communities.
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Affiliation(s)
- Kody Hafen
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Harlan Wallace
- Office of Network Development and Telehealth, University of Utah Health, Salt Lake City, UT, USA
- University of Utah Health Regional Network, Salt Lake City, UT, USA
| | - Kayla Fritz
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Cole Fordham
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Tyler Haskell
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - A Taylor Kelley
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), University of Utah School of Medicine, Salt Lake City, UT, USA
- Vulnerable Veteran Innovative PACT (VIP) Initiative; Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS), Center of Innovation, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Division of General Internal Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Audrey L Jones
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Vulnerable Veteran Innovative PACT (VIP) Initiative; Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS), Center of Innovation, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Gerald Cochran
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Greater Intermountain Node (GIN) of the NIDA Clinical Trials Network, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Adam J Gordon
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
- University of Utah Health Regional Network, Salt Lake City, UT, USA
- Division of General Internal Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
- Greater Intermountain Node (GIN) of the NIDA Clinical Trials Network, University of Utah School of Medicine, Salt Lake City, UT, USA
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Hawkins EJ, Malte CA, Hagedorn HJ, Gordon AJ, Williams EC, Trim RS, Blanchard BE, Lott A, Danner AN, Saxon AJ. Buprenorphine Receipt and Retention for Opioid Use Disorder Following an Initiative to Increase Access in Primary Care. J Addict Med 2024; 18:240-247. [PMID: 38329814 PMCID: PMC11150106 DOI: 10.1097/adm.0000000000001275] [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] [Indexed: 02/10/2024]
Abstract
OBJECTIVES Buprenorphine, a medication for opioid use disorder (OUD), is underutilized in general medical settings. Further, it is inequitably received by racialized groups and persons with comorbidities. The Veterans Health Administration launched an initiative to increase buprenorphine receipt in primary care. The project's objective was to identify patient-related factors associated with buprenorphine receipt and retention in primary care clinics (n = 18) participating in the initiative. METHODS Retrospective cohort quality improvement evaluation of patients 18 years or older with 2 or more primary care visits in a 1-year period and an OUD diagnosis in the year before the first primary care visit (index date). Buprenorphine receipt was the proportion of patients with OUD who received 1 or more buprenorphine prescriptions from primary care providers during the post-index year and retention the proportion who received buprenorphine for 180 days or longer. RESULTS Of 2880 patients with OUD seen in primary care, 11.7% (95% confidence interval [CI], 10.6%-12.9%) received buprenorphine in primary care, 58.2% (95% CI, 52.8%-63.3%) of whom were retained on buprenorphine for 180 days or longer. Patients with alcohol use disorder (adjusted odds ratio [AOR], 0.39; 95% CI, 0.27-0.57), nonopioid drug use disorder (AOR, 0.64; 95% CI, 0.45-0.93), and serious mental illness (AOR, 0.60; 95% CI, 0.37-0.97) had lower buprenorphine receipt. Those with an anxiety disorder had higher buprenorphine receipt (AOR, 1.42; 95% CI, 1.04-1.95). Buprenorphine receipt (AOR, 0.55; 95% CI, 0.35-0.87) and 180-day retention (AOR, 0.40; 95% CI, 0.19-0.84) were less likely among non-Hispanic Black patients. CONCLUSIONS Further integration of addiction services in primary care may be needed to enhance buprenorphine receipt for patients with comorbid substance use disorders, and interventions are needed to address disparities in receipt and retention among non-Hispanic Black patients.
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Affiliation(s)
- Eric J. Hawkins
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, WA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA
| | - Carol A. Malte
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, WA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA
| | - Hildi J. Hagedorn
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA
- HSR&D Center for Care Delivery & Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN
- Department of Psychiatry, University of Minnesota, Minneapolis, MN
| | - Adam J. Gordon
- HSR&D Center of Innovation: Informatics, Decision-Enhancement, and Analytic Sciences Center, VA Salt Lake City Health Care System, Salt Lake City, UT, Salt Lake City, UT
- Program for Addiction Research, Clinical Care, Knowledge and Advocacy (PARCKA), Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT
| | - Emily C. Williams
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, WA
- Department of Health Services, University of Washington, Seattle, WA
| | - Ryan S. Trim
- Center of Excellence in Substance Addiction Treatment and Education, Corporal Michael J. Crescenz Philadelphia VA Medical Center, Philadelphia, PA
| | - Brittany E. Blanchard
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA
| | - Aline Lott
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, WA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA
| | - Anissa N. Danner
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, WA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA
| | - Andrew J. Saxon
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, WA
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA
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Williams EC, Frost MC, Danner AN, Lott AMK, Achtmeyer CE, Hood CL, Malte CA, Saxon AJ, Hawkins EJ. "The Only Reason I Am Willing to Do It at All": Evaluation of VA's SUpporting Primary care Providers in Opioid Risk reduction and Treatment (SUPPORT) Center. J Addict Med 2024; 18:248-255. [PMID: 38385548 DOI: 10.1097/adm.0000000000001277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024]
Abstract
OBJECTIVES Medication treatment for opioid use disorder (MOUD) is effective and recommended for outpatient settings. We implemented and evaluated the SUpporting Primary care Providers in Opioid Risk reduction and Treatment (SUPPORT) Center-a quality improvement partnership to implement stepped care for MOUD in 2 Veterans Health Administration (VA) primary care (PC) clinics. METHODS SUPPORT provided a dedicated clinical team (nurse practitioner prescriber and social worker) and stepped care ([1] identification, assessment, referral; [2] MOUD induction; [3] stabilization; and [4] maintenance supporting PC providers [PCPs] to initiate and/or sustain treatment) coupled with ongoing internal facilitation (consultation, trainings, informatics support). Qualitative interviews with stakeholders (PCPs and patients) and meeting notes identified barriers and facilitators to implementation. Electronic health record and patient tracking data measured reach, adoption, and implementation outcomes descriptively. RESULTS SUPPORT's implementation barriers included the need for an X-waiver, VA's opioid tapering policies, patient and PCP knowledge gaps and PCP discomfort, and logistical compatibility and sustainability challenges for clinics. SUPPORT's dedicated clinical staff, ongoing internal facilitation, and high patient and PCP satisfaction were key facilitators. SUPPORT (January 2019 to September 2021) trained 218 providers; 63 received X-waivers, and 23 provided MOUD (10.5% of those trained). SUPPORT provided care to 167 patients, initiated MOUD for 33, and provided education and naloxone to 72 (all = 0 in year before launch). CONCLUSIONS SUPPORT reached many PCPs and patients and resulted in small increases in MOUD prescribing and high levels of stakeholder satisfaction. Dedicated clinical staff was key to observed successes. Although resource-intensive, SUPPORT offers a potential model for outpatient MOUD provision.
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Affiliation(s)
- Emily C Williams
- From the Health Services Research & Development (HSR&D), Seattle Center of Innovation for Veteran-centered and Value-driven Care, Veterans Affairs (VA), Puget Sound Healthcare System, Seattle, WA (ECW, MCF, AND, AMKL, CAM, EJH); Department of Health Systems and Population Health, University of Washington School of Public Health, Seattle, WA (ECW, MCF); Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, WA (AND, AMKL, CEA, CLH, CAM, AJS, EJH); and Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA (AJS, EJH)
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Shearer RD, Hernandez E, Beebe TJ, Virnig BA, Bart G, Winkelman TNA, Bazzi AR, Shippee ND. Providers' Experiences and Perspectives in Treating Patients With Co-Occurring Opioid and Stimulant Use Disorders in the Hospital. SUBSTANCE USE & ADDICTION JOURNAL 2024; 45:250-259. [PMID: 38258816 PMCID: PMC11151687 DOI: 10.1177/29767342231221060] [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] [Indexed: 01/24/2024]
Abstract
BACKGROUND The overdose crisis is increasingly characterized by opioid and stimulant co-use. Despite effective pharmacologic treatment for both opioid use disorder (OUD) and contingency management for stimulant use disorders, most individuals with these co-occurring conditions are not engaged in treatment. Hospitalization is an important opportunity to engage patients and initiate treatment, however existing hospital addiction care is not tailored for patients with co-use and may not meet the needs of this population. METHODS Semi-structured interviews were conducted with hospital providers about their experiences and perspectives treating patients with opioid and stimulant co-use. We used directed content analysis to identify common experiences and opportunities to improve hospital-based treatment for patients with co-use. RESULTS From qualitative interviews with 20 providers, we identified 4 themes describing how co-use complicated hospital-based substance use treatment: (1) patients' unstable circumstances impacting the treatment plan, (2) co-occurring withdrawals are difficult to identify and treat, (3) providers holding more stigmatizing views of patients with co-use, and (4) stimulant use is often "ignored" in the treatment plans. Participants also described a range of potential opportunities to improve hospital-based treatment of co-use that fall into 3 categories: (1) provider practice changes, (2) healthcare system changes, and (3) development and validation of clinical tools and treatment approaches. CONCLUSIONS We identified unique challenges providing hospital addiction medicine care to patients who use both opioids and stimulants. These findings inform the development, implementation, and testing of hospital-based interventions for patients with co-use.
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Affiliation(s)
- Riley D. Shearer
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA
- Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN, USA
| | - Edith Hernandez
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Timothy J. Beebe
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA
| | - Beth A. Virnig
- College of Public Health and Health Professions, University of Florida, Gainsville, FL, USA
| | - Gavin Bart
- Division of Addiction Medicine, Department of Medicine, Hennepin Healthcare, Minneapolis, MN, USA
| | - Tyler N. A. Winkelman
- Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN, USA
- Division of General Internal Medicine, Department of Medicine, Hennepin Healthcare, Minneapolis, MN, USA
| | - Angela R. Bazzi
- Herbert Wertheim School of Public Health, University of California San Diego, La Jolla, CA, USA
| | - Nathan D. Shippee
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA
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Stewart MT, Daily SM, Thomas CP, Panas L, Ritter G, Reif S. Expanding access to medication treatment for opioid use disorders: Findings from the Washington State hub and spoke effort. Drug Alcohol Depend 2024; 256:111125. [PMID: 38368666 PMCID: PMC10922849 DOI: 10.1016/j.drugalcdep.2024.111125] [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: 10/26/2023] [Revised: 02/06/2024] [Accepted: 02/08/2024] [Indexed: 02/20/2024]
Abstract
BACKGROUND Opioid use disorder (OUD) is a leading cause of preventable death and injury nationwide. Efforts to increase the use of medication for opioid use disorder (MOUD) are needed. In 2017, Washington State implemented a Hub and Spoke (HS) model of care with the primary goal of expanding access to MOUD. We examined changes in MOUD utilization among Washington State Medicaid beneficiaries before and after HS implementation. METHODS We used Medicaid claims data to examine longitudinal changes in MOUD use for beneficiaries with OUD. We conducted a comparative interrupted time series analysis to examine the association between HS policy implementation and rates of MOUD utilization, overall and by type of medication. RESULTS Between 2016 and 2019, a period of increasing OUD prevalence, rates of MOUD utilization among Washington Medicaid beneficiaries increased overall from 39.7 to 50.5. Following HS implementation, rates of MOUD use grew at a significantly greater rate in the HS cohort than in the non-HS cohort (β=0.54, SE=0.02, p< 0.0001, 95% CI 0.49, 0.59). Analyses by medication type show that this rate increase was primarily due to buprenorphine use (β= 0.61, SE= 0.02, p< 0.0001, 95% CI 0.57, 0.65). CONCLUSION Improved systems of care are needed to make MOUD accessible to all patients in need. The Washington HS model is one strategy that may facilitate and expand MOUD use, particularly buprenorphine. Over the study period, Washington State saw increased use of buprenorphine, which was an emphasis of their HS model.
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Affiliation(s)
- Maureen T Stewart
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street MS 035, Waltham, MA 02453, USA.
| | - Shay M Daily
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street MS 035, Waltham, MA 02453, USA
| | - Cindy Parks Thomas
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street MS 035, Waltham, MA 02453, USA
| | - Lee Panas
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street MS 035, Waltham, MA 02453, USA
| | - Grant Ritter
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street MS 035, Waltham, MA 02453, USA
| | - Sharon Reif
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 South Street MS 035, Waltham, MA 02453, USA
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Goodman-Meza D, Goto M, Salimian A, Shoptaw S, Bui AAT, Gordon AJ, Goetz MB. Impact of Potential Case Misclassification by Administrative Diagnostic Codes on Outcome Assessment of Observational Study for People Who Inject Drugs. Open Forum Infect Dis 2024; 11:ofae030. [PMID: 38379573 PMCID: PMC10878055 DOI: 10.1093/ofid/ofae030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 01/12/2024] [Indexed: 02/22/2024] Open
Abstract
Introduction Initiation of medications for opioid use disorder (MOUD) within the hospital setting may improve outcomes for people who inject drugs (PWID) hospitalized because of an infection. Many studies used International Classification of Diseases (ICD) codes to identify PWID, although these may be misclassified and thus, inaccurate. We hypothesized that bias from misclassification of PWID using ICD codes may impact analyses of MOUD outcomes. Methods We analyzed a cohort of 36 868 cases of patients diagnosed with Staphylococcus aureus bacteremia at 124 US Veterans Health Administration hospitals between 2003 and 2014. To identify PWID, we implemented an ICD code-based algorithm and a natural language processing (NLP) algorithm for classification of admission notes. We analyzed outcomes of prescribing MOUD as an inpatient using both approaches. Our primary outcome was 365-day all-cause mortality. We fit mixed-effects Cox regression models with receipt or not of MOUD during the index hospitalization as the primary predictor and 365-day mortality as the outcome. Results NLP identified 2389 cases as PWID, whereas ICD codes identified 6804 cases as PWID. In the cohort identified by NLP, receipt of inpatient MOUD was associated with a protective effect on 365-day survival (adjusted hazard ratio, 0.48; 95% confidence interval, .29-.81; P < .01) compared with those not receiving MOUD. There was no significant effect of MOUD receipt in the cohort identified by ICD codes (adjusted hazard ratio, 1.00; 95% confidence interval, .77-1.30; P = .99). Conclusions MOUD was protective of all-cause mortality when NLP was used to identify PWID, but not significant when ICD codes were used to identify the analytic subjects.
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Affiliation(s)
- David Goodman-Meza
- Division of Infectious Diseases, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- Greater Los Angeles Veterans Health Administration, Los Angeles, California, USA
| | - Michihiko Goto
- University of Iowa, Iowa City, Iowa, USA
- Iowa City VA Medical Center, Iowa City, Iowa, USA
| | - Anabel Salimian
- Division of Infectious Diseases, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Steven Shoptaw
- Department of Family Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Alex A T Bui
- Medical & Imaging Informatics (MII) Group, Department of Radiological Sciences, UCLA, Los Angeles, California, USA
| | - Adam J Gordon
- Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Matthew B Goetz
- David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- Greater Los Angeles Veterans Health Administration, Los Angeles, California, USA
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13
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Frost MC, Malte CA, Hawkins EJ, Glass JE, Hallgren KA, Williams EC. Impact of an intervention to implement provision of opioid use disorder medication among patients with and without co-occurring substance use disorders. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 155:209175. [PMID: 37751798 PMCID: PMC10706828 DOI: 10.1016/j.josat.2023.209175] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 06/14/2023] [Accepted: 09/22/2023] [Indexed: 09/28/2023]
Abstract
INTRODUCTION Co-occurring substance use disorders (SUDs) are common among people with opioid use disorder (OUD) and known to hinder receipt of medications for OUD (MOUD). It is important to understand how MOUD care implemented outside of SUD specialty settings impacts access for patients with co-occurring SUDs. The Veterans Health Administration's (VA) Stepped Care for Opioid Use Disorder Train the Trainer (SCOUTT) initiative was implemented in primary care, mental health, and pain clinics in 18 VA facilities, and was found to increase MOUD receipt. This study assessed the SCOUTT initiative's impact among patients with and without co-occurring SUDs. METHODS This study used a controlled interrupted time series design. We extracted electronic health record data for patients with OUD with visits in SCOUTT intervention or matched comparison clinics during the post-implementation year (9/1/2018-8/31/2019). We examined the monthly proportion of patients who received MOUD in SCOUTT intervention or comparison clinics (primary care, mental health, and pain clinics), or in a VA SUD specialty clinic (where patients may have been referred), during the pre- and post-implementation years. Segmented logistic regression models estimated pre-post changes in outcomes (immediate level change from the final month of the pre-implementation period to the first month of the post-implementation period, change in trend/slope) in intervention vs. comparison facilities, adjusting for patient characteristics and pre-implementation trends. We stratified analyses by the presence of co-occurring SUDs. RESULTS Among patients without co-occurring SUDs, the pre-post trend/slope change in MOUD received in SCOUTT intervention or comparison clinics was greater in intervention vs. comparison facilities (adjusted odds ratio [aOR]: 1.06, 95% confidence interval [CI]: 1.02-1.10), and the immediate increase in MOUD received in SUD clinics was greater in intervention vs. comparison facilities (aOR: 1.12, 95% CI: 1.02-1.22). These changes did not significantly differ in intervention vs. comparison facilities among patients with co-occurring SUDs. CONCLUSIONS The SCOUTT initiative may have increased MOUD receipt primarily among patients without co-occurring SUDs. Focusing on increasing MOUD receipt for patients with co-occurring SUDs may improve the overall effectiveness of MOUD implementation efforts.
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Affiliation(s)
- Madeline C Frost
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America.
| | - Carol A Malte
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America; Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America.
| | - Eric J Hawkins
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America; Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States of America.
| | - Joseph E Glass
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, United States of America.
| | - Kevin A Hallgren
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, United States of America.
| | - Emily C Williams
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America.
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Garcia CC, Bounthavong M, Gordon AJ, Gustavson AM, Kenny ME, Miller W, Esmaeili A, Ackland PE, Clothier BA, Bangerter A, Noorbaloochi S, Harris AHS, Hagedorn HJ. Costs of implementing a multi-site facilitation intervention to increase access to medication treatment for opioid use disorder. Implement Sci Commun 2023; 4:91. [PMID: 37563672 PMCID: PMC10413546 DOI: 10.1186/s43058-023-00482-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 07/29/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND The United States has been grappling with the opioid epidemic, which has resulted in over 75,000 opioid-related deaths between April 2020 and 2021. Evidence-based pharmaceutical interventions (buprenorphine, methadone, and naltrexone) are available to reduce opioid-related overdoses and deaths. However, adoption of these medications for opioid use disorder has been stifled due to individual- and system-level barriers. External facilitation is an evidence-based implementation intervention that has been used to increase access to medication for opioid use disorder (MOUD), but the implementation costs of external facilitation have not been assessed. We sought to measure the facility-level direct costs of implementing an external facilitation intervention for MOUD to provide decision makers with estimates of the resources needed to implement this evidence-based program. METHODS We performed a cost analysis of the pre-implementation and implementation phases, including an itemization of external facilitation team and local site labor costs. We used labor estimates from the Bureau of Labor and Statistics, and sensitivity analyses were performed using labor estimates from the Veterans Health Administration (VHA) Financial Management System general ledger data. RESULTS The average total costs for implementing an external facilitation intervention for MOUD per site was $18,847 (SD 6717) and ranged between $11,320 and $31,592. This translates to approximately $48 per patient with OUD. Sites with more encounters and participants with higher salaries in attendance had higher costs. This was driven mostly by the labor involved in planning and implementation activities. The average total cost of the pre-implementation and implementation activities were $1031 and $17,816 per site, respectively. In the sensitivity analysis, costs for VHA were higher than BLS estimates likely due to higher wages. CONCLUSIONS Implementing external facilitation to increase MOUD prescribing may be affordable depending on the payer's budget constraints. Our study reported that there were variations in the time invested at each phase of implementation and the number and type of participants involved with implementing an external facilitation intervention. Participant composition played an important role in total implementation costs, and decision makers will need to identify the most efficient and optimal number of stakeholders to involve in their implementation plans.
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Affiliation(s)
- Carla C Garcia
- Health Economics Resource Center, VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Mark Bounthavong
- Health Economics Resource Center, VA Palo Alto Health Care System, Palo Alto, CA, USA.
- UCSD Skaggs School of Pharmacy & Pharmaceutical Sciences, San Diego, CA, USA.
| | - Adam J Gordon
- Vulnerable Veteran Innovative PACT (VIP) Initiative, Informatics, Decision-Enhancement, and Analytic Sciences Center (IDEAS, Salt Lake City Veterans Affairs Health Care System, Salt Lake City, UT, USA
- Program for Addiction Research, Clinical Care, Knowledge and Advocacy (PARCKA), Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Allison M Gustavson
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Marie E Kenny
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Wendy Miller
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Aryan Esmaeili
- Health Economics Resource Center, VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Princess E Ackland
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Barbara A Clothier
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Ann Bangerter
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Siamak Noorbaloochi
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Alex H S Harris
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Surgery, School of Medicine, Stanford University, Stanford, CA, USA
| | - Hildi J Hagedorn
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, School of Medicine, University of Minnesota, Minneapolis, MN, USA
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15
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Lott AM, Danner AN, Malte CA, Williams EC, Gordon AJ, Halvorson MA, Saxon AJ, Hagedorn HJ, Sayre GG, Hawkins EJ. Clinician Perspectives on Delivering Medication Treatment for Opioid Use Disorder during the COVID-19 Pandemic: A Qualitative Evaluation. J Addict Med 2023; 17:e262-e268. [PMID: 37579107 PMCID: PMC10417321 DOI: 10.1097/adm.0000000000001156] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 01/18/2023] [Indexed: 03/03/2023]
Abstract
OBJECTIVE The coronavirus disease 2019 (COVID-19) pandemic necessitated changes in opioid use disorder care. Little is known about COVID-19's impact on general healthcare clinicians' experiences providing medication treatment for opioid use disorder (MOUD). This qualitative evaluation assessed clinicians' beliefs about and experiences delivering MOUD in general healthcare clinics during COVID-19. METHODS Individual semistructured interviews were conducted May through December 2020 with clinicians participating in a Department of Veterans Affairs initiative to implement MOUD in general healthcare clinics. Participants included 30 clinicians from 21 clinics (9 primary care, 10 pain, and 2 mental health). Interviews were analyzed using thematic analysis. RESULTS The following 4 themes were identified: overall impact of the pandemic on MOUD care and patient well-being, features of MOUD care impacted, MOUD care delivery, and continuance of telehealth for MOUD care. Clinicians reported a rapid shift to telehealth care, resulting in few changes to patient assessments, MOUD initiations, and access to and quality of care. Although technological challenges were noted, clinicians highlighted positive experiences, including treatment destigmatization, more timely visits, and insight into patients' environments. Such changes resulted in more relaxed clinical interactions and improved clinic efficiency. Clinicians reported a preference for in-person and telehealth hybrid care models. CONCLUSIONS After the quick shift to telehealth-based MOUD delivery, general healthcare clinicians reported few impacts on quality of care and highlighted several benefits that may address common barriers to MOUD care. Evaluations of in-person and telehealth hybrid care models, clinical outcomes, equity, and patient perspectives are needed to inform MOUD services moving forward.
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16
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Kelley AT, Wilcox J, Baylis JD, Crossnohere NL, Magel J, Jones AL, Gordon AJ, Bridges JFP. Increasing Access to Buprenorphine for Opioid Use Disorder in Primary Care: an Assessment of Provider Incentives. J Gen Intern Med 2023; 38:2147-2155. [PMID: 36471194 PMCID: PMC10361924 DOI: 10.1007/s11606-022-07975-7] [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: 09/01/2022] [Accepted: 11/17/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Primary care providers (PCPs) are essential to increasing access to office-based buprenorphine medication treatment for opioid use disorder (B-MOUD). Barriers to B-MOUD prescribing are well-documented, but there is little information regarding incentives to overcome these barriers. OBJECTIVE To identify optimal incentives for PCPs to promote B-MOUD prescribing and compare incentive preferences across provider and practice characteristics. DESIGN We surveyed PCPs using best-worst scaling (BWS) to prioritize seven potential incentives for B-MOUD prescribing (monetary compensation, paid vacation, protected time, professional development, reduced workload, service recognition, clinical resources). We then used a direct elicitation approach to determine preferred incentive levels (e.g., monetary thresholds) and types (e.g., specific clinical resources). PARTICIPANTS Primary care physicians and advanced practice providers (APPs) at a large Department of Veterans Affairs healthcare system. MAIN MEASURES B-MOUD prescribing incentive preferences and relative preference levels using descriptive statistics and conditional logistic regression with relative importance scale transformation (coefficients sum to 100, higher coefficient=greater importance). KEY RESULTS Fifty-three PCPs responded (73% response), including 47% APPs and 36% from community-based clinics. Reduced workload (relative importance score=26.8), protected time (18.7), and clinical resources (16.8) were significantly more preferred (Ps < 0.001) than professional development (10.5), paid vacation (10.3), or service recognition (1.5). Relative importance of monetary compensation varied between physicians (12.6) and APPs (17.5) and between PCPs located at a medical center (11.4) versus community clinic (22.3). APPs were more responsive than physicians to compensation increases of $5000 and $12,000 but less responsive to $25,000; trends were similar for medical center versus community clinic PCPs. The most frequently requested clinical resource was on-demand consult access to an addiction specialist. CONCLUSIONS Interventions promoting workload reductions, protected time, and clinical resources could increase access to B-MOUD in primary care. Monetary incentives may be additionally needed to improve B-MOUD prescribing among APPs and within community clinics.
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Affiliation(s)
- A Taylor Kelley
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA.
- Vulnerable Veteran Innovative Patient-aligned Care Team (VIP), VA Salt Lake City Health Care System, Salt Lake City, UT, USA.
- Division of General Internal Medicine, Department of Internal Medicine, University of Utah School of Medicine, 50 North Medical Drive, 5R341, Salt Lake City, UT, 84132, USA.
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA.
| | - Jordynn Wilcox
- Office of the Director, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Jacob D Baylis
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Vulnerable Veteran Innovative Patient-aligned Care Team (VIP), VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Norah L Crossnohere
- Division of General Internal Medicine, Department of Internal Medicine, The Ohio State University College of Medicine, Columbus, OH, USA
| | - John Magel
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Physical Therapy and Athletic Training, University of Utah College of Health, Salt Lake City, UT, USA
| | - Audrey L Jones
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Vulnerable Veteran Innovative Patient-aligned Care Team (VIP), VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Adam J Gordon
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Vulnerable Veteran Innovative Patient-aligned Care Team (VIP), VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
- Greater Intermountain Node (GIN) of the NIDA Clinical Trials Network, Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - John F P Bridges
- Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, OH, USA
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17
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Gordon AJ, Saxon AJ, Kertesz S, Wyse JJ, Manhapra A, Lin LA, Chen W, Hansen J, Pinnell D, Huynh T, Baylis JD, Cunningham FE, Ghitza UE, Bart G, Yu H, Sauer BC. Buprenorphine use and courses of care for opioid use disorder treatment within the Veterans Health Administration. Drug Alcohol Depend 2023; 248:109902. [PMID: 37196572 PMCID: PMC10875624 DOI: 10.1016/j.drugalcdep.2023.109902] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 04/24/2023] [Accepted: 04/25/2023] [Indexed: 05/19/2023]
Abstract
BACKGROUND Retention of patients in buprenorphine medication treatment for opioid use disorder (B-MOUD) reduces harms associated with opioid use disorder (OUD). We sought to characterize the patients receiving B-MOUD and courses of B-MOUD in a large healthcare system. METHODS We conducted a retrospective, open cohort study of patients with OUD who either did or did not receive B-MOUD courses within the Veterans Health Administration (VHA) from January 2006 through July 2019, using VHA clinical data. We compared patients receiving or not receiving B-MOUD, characterized B-MOUD courses (e.g., length and doses), and examined persistence, across patient characteristics, over time. We used analyses for normally or non-normally distributed continuous variables, categorical data, and persistence over time (Kaplan-Meier persistence curves). RESULTS We identified 255,726 Veterans with OUD; 40,431 (15.8%) had received 63,929 B-MOUD courses. Compared to patients with OUD without B-MOUD, patients with B-MOUD were younger, more often of white race, and had more co-morbidities. The frequency of new B-MOUD starts and prevalent B-MOUD patients ranged from 1550 and 1989 in 2007 to 8146 and 16,505 in 2018, respectively. The median duration of B-MOUD was 157 (IQR: 37-537) days for all courses and 33.8% patients had more than one course. The average proportion days covered was 90% (SD: 0.15), and the average prescribed daily dose was 13.44 (SD: 6.5). CONCLUSIONS Within a VHA B-MOUD cohort, courses increased more than 10-fold from 2006 to 2016 with nearly half of patients experiencing multiple courses. Patient demographics seem to dictate the length of courses.
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Affiliation(s)
- Adam J Gordon
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytics Science (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA.
| | - Andrew J Saxon
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA; Center of Excellence in Substance Addiction Treatment and Education (CESATE), VA Puget Sound Health Care System, Seattle, WA, USA
| | - Stefan Kertesz
- Birmingham Veterans Affairs Health Care System, Birmingham, AL, USA; Department of Medicine, Heersink UAB School of Medicine, Birmingham, AL, USA
| | - Jessica J Wyse
- Center to Improve Veteran Involvement in Care (CIVIC), VA Portland Health CareSystem, Portland, OR, USA; School of Public Health, Oregon Health & Science University-Portland State University,PortlandOR, USA
| | - Ajay Manhapra
- Section of Pain Medicine, Department of Physical Medicine & Rehabilitation Services, Hampton VA Medical Center, Hampton, VA, USA
| | - Lewei A Lin
- VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, MI, USA; Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Wei Chen
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytics Science (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Jared Hansen
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytics Science (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Derek Pinnell
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytics Science (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Tina Huynh
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytics Science (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Jacob D Baylis
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytics Science (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | | | - Udi E Ghitza
- Center for the Clinical Trials Network (CCTN), National Institute on Drug Abuse (NIDA), Bethesda, MD, USA
| | - Gavin Bart
- Hennepin Healthcare, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Hong Yu
- Center for Biomedical and Health Research in Data Sciences and Miner School of Computer & Information Sciences, University of Massachusetts Lowell, Lowell, MA, USA; Center for Healthcare Organization and Implementation Research, VA Bedford Healthcare System, Bedford, MA, USA
| | - Brian C Sauer
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA; Informatics, Decision Enhancement, and Analytics Science (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
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18
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Wyse JJ, Shull S, Lindner S, Morasco BJ, Gordon AJ, Carlson KF, Korthuis PT, Ono SS, Liberto JG, Lovejoy TI. Access to Medications for Opioid Use Disorder in Rural Versus Urban Veterans Health Administration Facilities. J Gen Intern Med 2023; 38:1871-1876. [PMID: 36690913 PMCID: PMC9870655 DOI: 10.1007/s11606-023-08027-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 12/30/2022] [Indexed: 01/24/2023]
Abstract
BACKGROUND For patients with opioid use disorder (OUD), medications for OUD (MOUD) reduce morbidity, mortality, and return to use. Nevertheless, a minority of patients receive MOUD, and underutilization is pronounced among rural patients. OBJECTIVE While Veterans Health Administration (VHA) initiatives have improved MOUD access overall, it is unknown whether access has improved in rural VA health systems specifically. How "Community Care," healthcare paid for by VHA but received from non-VA providers, has affected rural access is also unknown. DESIGN Data for this observational study were drawn from the VHA Corporate Data Warehouse. Facility rurality was defined by rural-urban commuting area code of the primary medical center. International Classification of Diseases codes identified patients with OUD within each year, 2015-2020. We included MOUD (buprenorphine, methadone, extended-release naltrexone) received from VHA or paid for by VHA but received at non-VA facilities through Community Care. We calculated average yearly MOUD receipt; linear regression of outcomes on study years identified trends; an interaction between year and rural status evaluated trend differences over time. PARTICIPANTS All 129 VHA Health Systems, a designation that encompasses one or more medical centers and their affiliated community-based outpatient clinics MAIN MEASURES: The average proportion of patients diagnosed with OUD that receive MOUD within rural versus urban VHA health care systems. KEY RESULTS From 2015 to 2020, MOUD access increased substantially: the average proportion of patients receiving MOUD increased from 34.6 to 48.9%, with a similar proportion of patients treated with MOUD in rural and urban systems in all years. Overall, a small proportion (1.8%) of MOUD was provided via Community Care, and Community Care did not disproportionately benefit rural health systems. CONCLUSIONS Strategies utilized by VHA could inform other health care systems seeking to ensure that, regardless of geographic location, all patients are able to access MOUD.
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Affiliation(s)
- Jessica J Wyse
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW U.S. Veterans Hospital Rd, Portland, OR, 97239, USA.
- School of Public Health, Oregon Health & Science University, 840 SW Gaines St, Portland, OR, 97239, USA.
| | - Sarah Shull
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW U.S. Veterans Hospital Rd, Portland, OR, 97239, USA
| | - Stephan Lindner
- School of Public Health, Oregon Health & Science University, 840 SW Gaines St, Portland, OR, 97239, USA
- Department of Emergency Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, 97239, USA
- Center for Health Systems Effectiveness, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, Oregon, 97239, USA
| | - Benjamin J Morasco
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW U.S. Veterans Hospital Rd, Portland, OR, 97239, USA
- Department of Psychiatry, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA
| | - Adam J Gordon
- Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, 500 Foothill Drive, Salt Lake City, UT, 84148, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology & Department of Internal Medicine, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84132, USA
| | - Kathleen F Carlson
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW U.S. Veterans Hospital Rd, Portland, OR, 97239, USA
- School of Public Health, Oregon Health & Science University, 840 SW Gaines St, Portland, OR, 97239, USA
| | - P Todd Korthuis
- School of Public Health, Oregon Health & Science University, 840 SW Gaines St, Portland, OR, 97239, USA
- Department of General Internal Medicine & Geriatrics, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, 97239, USA
- Section of Addiction Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, 97239, USA
| | - Sarah S Ono
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW U.S. Veterans Hospital Rd, Portland, OR, 97239, USA
- Department of Psychiatry, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA
- VA Office of Rural Health, Veterans Rural Health Resource Center, 3710 SW U.S. Veterans Hospital Rd, Portland, OR, 97239, USA
| | - Joseph G Liberto
- Office of Mental Health and Suicide Prevention, VA Central Office (VACO), U.S. Department of Veterans Affairs, 1100 1st Street NE, Washington, D.C, 20002, USA
- Department of Psychiatry, University of Maryland School of Medicine, 655 W. Baltimore St, Baltimore, MD, 21201, USA
| | - Travis I Lovejoy
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW U.S. Veterans Hospital Rd, Portland, OR, 97239, USA
- Department of Psychiatry, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA
- VA Office of Rural Health, Veterans Rural Health Resource Center, 3710 SW U.S. Veterans Hospital Rd, Portland, OR, 97239, USA
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Stein BD, Saloner BK, Golan OK, Andraka-Christou B, Andrews CM, Dick AW, Davis CS, Sheng F, Gordon AJ. Association of Selected State Policies and Requirements for Buprenorphine Treatment With Per Capita Months of Treatment. JAMA HEALTH FORUM 2023; 4:e231102. [PMID: 37234015 PMCID: PMC10220518 DOI: 10.1001/jamahealthforum.2023.1102] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 03/24/2023] [Indexed: 05/27/2023] Open
Abstract
Importance Expanding the use of buprenorphine for treating opioid use disorder is a critical component of the US response to the opioid crisis, but few studies have examined how state policies are associated with buprenorphine dispensing. Objective To examine the association of 6 selected state policies with the rate of individuals receiving buprenorphine per 1000 county residents. Design, Setting, and Participants This cross-sectional study used 2006 to 2018 US retail pharmacy claims data for individuals dispensed buprenorphine formulations indicated for treating opioid use disorder. Exposures State implementation of policies requiring additional education for buprenorphine prescribers beyond waiver training, continuing medical education related to substance misuse and addiction, Medicaid coverage of buprenorphine, Medicaid expansion, mandatory prescriber use of prescription drug monitoring programs, and pain management clinic laws were examined. Main Outcomes and Measures The main outcome was buprenorphine treatment months per 1000 county residents as measured using multivariable longitudinal models. Statistical analyses were conducted from September 1, 2021, through April 30, 2022, with revised analyses conducted through February 28, 2023. Results The mean (SD) number of months of buprenorphine treatment per 1000 persons nationally increased steadily from 1.47 (0.04) in 2006 to 22.80 (0.55) in 2018. Requiring that buprenorphine prescribers receive additional education beyond that required to obtain the federal X-waiver was associated with significant increases in the number of months of buprenorphine treatment per 1000 population in the 5 years following implementation of the requirement (from 8.51 [95% CI, 2.36-14.64] months in year 1 to 14.43 [95% CI, 2.61-26.26] months in year 5). Requiring continuing medical education for physician licensure related to substance misuse or addiction was associated with significant increases in buprenorphine treatment per 1000 population in each of the 5 years following policy implementation (from 7.01 [95% CI, 3.17-10.86] months in the first year to 11.43 [95% CI, 0.61-22.25] months in the fifth year). None of the other policies examined was associated with a significant change in buprenorphine months of treatment per 1000 county residents. Conclusions and Relevance In this cross-sectional study of US pharmacy claims, state-mandated educational requirements beyond the initial training required to prescribe buprenorphine were associated with increased buprenorphine use over time. The findings suggest requiring education for buprenorphine prescribers and training in substance use disorder treatment for all controlled substance prescribers as an actionable proposal for increasing buprenorphine use, ultimately serving more patients. No single policy lever can ensure adequate buprenorphine supply; however, policy maker attention to the benefits of enhancing clinician education and knowledge may help to expand buprenorphine access.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Adam J. Gordon
- Program for Addiction Research, Clinical Care, Knowledge and Advocacy, Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City
- Informatics, Decision-Enhancement, and Analytic Sciences Center, VA Salt Lake City Health Care System, Salt Lake City, Utah
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20
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Wyse JJ, Lovejoy TI, Gordon AJ, Mackey K, Herreid-O'Neill A, Morasco BJ. "I'm Clean and Sober, But Not Necessarily Free": Perceptions of Buprenorphine Among Patients in Long-Term Treatment. Subst Abus 2023; 44:41-50. [PMID: 37226910 PMCID: PMC11132627 DOI: 10.1177/08897077231165625] [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] [Indexed: 05/26/2023]
Abstract
BACKGROUND Patients receiving buprenorphine for the treatment of opioid use disorder (OUD) experience a roughly 50% reduction in mortality risk relative to those not receiving medication. Longer periods of treatment are also associated with improved clinical outcomes. Despite this, patients often express desires to discontinue treatment and some view taper as treatment success. Little is known about the beliefs and medication perspectives of patients engaged in long-term buprenorphine treatment that may underlie motivations to discontinue. METHODS This study was conducted at the VA Portland Health Care System (2019-2020). Qualitative interviews were conducted with participants prescribed buprenorphine for ≥2 years. Coding and analysis were guided by directed qualitative content analysis. RESULTS Fourteen patients engaged in office-based buprenorphine treatment completed interviews. While patients expressed strong enthusiasm for buprenorphine as a medication, the majority expressed the desire to discontinue, including patients actively tapering. Motivations to discontinue fell into 4 categories. First, patients were troubled by perceived side effects of the medication, including effects on sleep, emotion, and memory. Second, patients expressed unhappiness with being "dependent" on buprenorphine, framed in opposition to personal strength/independence. Third, patients expressed stigmatized beliefs about buprenorphine, describing it as "illicit," and associated with past drug use. Finally, patients expressed fears about buprenorphine unknowns, including potential long-term health effects and interactions with medications required for surgery. CONCLUSIONS Despite recognizing benefits, many patients engaged in long-term buprenorphine treatment express a desire to discontinue. Findings from this study may help clinicians anticipate patient concerns and can be used to inform shared decision-making conversations regarding buprenorphine treatment duration.
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Affiliation(s)
- Jessica J Wyse
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, OR, USA
- School of Public Health, Oregon Health & Science University-Portland State University, Portland, OR, USA
| | - Travis I Lovejoy
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, OR, USA
- School of Public Health, Oregon Health & Science University-Portland State University, Portland, OR, USA
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, USA
| | - Adam J Gordon
- Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Division of Epidemiology & Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Katherine Mackey
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, OR, USA
- Department of General Internal Medicine & Geriatrics, Oregon Health & Science University, Portland, OR, USA
| | - Anders Herreid-O'Neill
- Oregon Rural Practice Network (ORPRN), Oregon Health & Science University, Portland, OR, USA
| | - Benjamin J Morasco
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, OR, USA
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, USA
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21
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Frost MC, Zhang L, Kim HM, Lin L(A. Use of and Retention on Video, Telephone, and In-Person Buprenorphine Treatment for Opioid Use Disorder During the COVID-19 Pandemic. JAMA Netw Open 2022; 5:e2236298. [PMID: 36223118 PMCID: PMC9557869 DOI: 10.1001/jamanetworkopen.2022.36298] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
IMPORTANCE The coronavirus disease 2019 (COVID-19) pandemic prompted policy changes to allow increased telehealth delivery of buprenorphine, a potentially lifesaving medication for opioid use disorder (OUD). It is unclear how characteristics of patients who access different treatment modalities (in-person vs telehealth, video vs telephone) vary, and whether modality is associated with retention-a key indicator of care quality. OBJECTIVES To compare patient characteristics across receipt of different treatment modalities and to assess whether modality was associated with retention during the year following COVID-19-related policy changes. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study was conducted in the national Veterans Health Administration. Participants included patients who received buprenorphine for OUD during March 23, 2020, to March 22, 2021. Analyses examining retention were stratified by buprenorphine initiation time (year following COVID-19-related changes; prior to COVID-19-related changes). EXPOSURES Patient characteristics; treatment modality (at least 1 video visit, at least 1 telephone visit but no video, only in-person). MAIN OUTCOMES AND MEASURES Treatment modality; 90-day retention. RESULTS Among 17 182 patients, 7094 (41.3%) were aged 30 to 44 years and 6251 (36.4%) were aged 45 to 64 years; 15 835 (92.2%) were male, 14 085 (82.0%) were White, and 16 292 (94.8%) were non-Hispanic; 6547 (38.1%) had at least 1 video visit, 8524 (49.6%) had at least 1 telephone visit but no video visit, and 2111 (12.3%) had only in-person visits. Patients who were younger, male, Black, unknown race, Hispanic, non-service connected, or had specific mental health/substance use comorbidities were less likely to receive any telehealth. Among patients who received telehealth, those who were older, male, Black, non-service connected, or experiencing homelessness and/or housing instability were less likely to have video visits. Retention was significantly higher for patients with telehealth compared with only in-person visits regardless of initiation time (for initiated in year following COVID-19-related changes: adjusted odds ratio [aOR], 1.31; 95% CI, 1.12-1.53; for initiated prior to COVID-19-related changes: aOR, 1.23; 95% CI, 1.08-1.39). Among patients with telehealth, higher retention was observed in those with video visits compared with only telephone for patients who initiated in the year following COVID-19 (aOR, 1.47; 95% CI, 1.26-1.71). CONCLUSIONS AND RELEVANCE In this cross-sectional study, many patients accessed buprenorphine via telephone and some were less likely to have any video visits. These findings suggest that discontinuing or reducing telephone access may disrupt treatment for many patients, particularly groups with access disparities such as Black patients and those experiencing homelessness. Telehealth was associated with increased retention for both new and continuing patients.
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Affiliation(s)
- Madeline C. Frost
- Department of Health Systems and Population Health, University of Washington School of Public Health, Seattle
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, Seattle, Washington
| | - Lan Zhang
- VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, Michigan
- Addiction Center, Department of Psychiatry, University of Michigan, Ann Arbor
| | - H. Myra Kim
- VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, Michigan
- Consulting for Statistics, Computing & Analytics Research (CSCAR), University of Michigan, Ann Arbor
| | - Lewei (Allison) Lin
- VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, Michigan
- Addiction Center, Department of Psychiatry, University of Michigan, Ann Arbor
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Dowd WN, Barch DH, Seibert JH, Mark TL. Development and validation of a claim-based provider-level measurement of use of medications to treat opioid use disorder. J Subst Abuse Treat 2022; 140:108824. [DOI: 10.1016/j.jsat.2022.108824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 04/28/2022] [Accepted: 06/07/2022] [Indexed: 11/25/2022]
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Effects of Buprenorphine Dose and Therapeutic Engagement on Illicit Opiate Use in Opioid Use Disorder Treatment Trials. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19074106. [PMID: 35409790 PMCID: PMC8998781 DOI: 10.3390/ijerph19074106] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 03/23/2022] [Accepted: 03/24/2022] [Indexed: 12/20/2022]
Abstract
The impact of agonist dose and of physician, staff and patient engagement on treatment have not been evaluated together in an analysis of treatment for opioid use disorder. Our hypotheses were that greater agonist dose and therapeutic engagement would be associated with reduced illicit opiate use in a time-dependent manner. Publicly-available treatment data from six buprenorphine efficacy and safety trials from the Federally-supported Clinical Trials Network were used to derive treatment variables. Three novel predictors were constructed to capture the time weighted effects of buprenorphine dosage (mg buprenorphine per day), dosing protocol (whether physician could adjust dose), and clinic visits (whether patient attended clinic). We used time-in-trial as a predictor to account for the therapeutic benefits of treatment persistence. The outcome was illicit opiate use defined by self-report or urinalysis. Trial participants (N = 3022 patients with opioid dependence, mean age 36 years, 33% female, 14% Black, 16% Hispanic) were analyzed using a generalized linear mixed model. Treatment variables dose, Odds Ratio (OR) = 0.63 (95% Confidence Interval (95%CI) 0.59−0.67), dosing protocol, OR = 0.70 (95%CI 0.65−0.76), time-in-trial, OR = 0.75 (95%CI 0.71−0.80) and clinic visits, OR = 0.81 (95%CI 0.76−0.87) were significant (p-values < 0.001) protective factors. Treatment implications support higher doses of buprenorphine and greater engagement of patients with providers and clinic staff.
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Beckman KL, Williams EC, Hebert P, Hawkins EJ, Littman AJ, Lehavot K. The impact of military sexual trauma and gender on receipt of evidence-based medication treatment among veterans with opioid use disorder. J Subst Abuse Treat 2022; 139:108775. [DOI: 10.1016/j.jsat.2022.108775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 02/25/2022] [Accepted: 03/15/2022] [Indexed: 10/18/2022]
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