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Dong H, Stringfellow EJ, Jalali MS. State-level racial and ethnic disparities in buprenorphine treatment duration in the United States. Am J Addict 2025; 34:69-74. [PMID: 39107678 DOI: 10.1111/ajad.13638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 07/02/2024] [Accepted: 07/27/2024] [Indexed: 12/28/2024] Open
Abstract
BACKGROUND AND OBJECTIVES National trends reveal a concerning escalation in racial and ethnic disparities in buprenorphine treatment duration for opioid use disorder. However, the extent of such disparities at the state level remains largely unexplored. This study aims to examine such disparities at the state level. METHODS We analyzed 9,040,620 buprenorphine prescriptions dispensed between January 2011 and December 2020 from IQVIA Longitudinal Prescription data. The primary outcome was the difference in median treatment duration between White people and racial and ethnic minorities. We also included a second outcome measurement to quantify the difference in median treatment duration among episodes lasting ≥180 days. Using quantile regressions, we examined racial and ethnic disparities in treatment duration, adjusting for the patient's age, sex, payment type, and calendar year of the treatment episode. All analyses were conducted at the state level. RESULTS Our study revealed substantial statewide variations in racial and ethnic disparities. Specifically, 21 states showed longer treatment durations for White people across all episodes, and eight states displayed similar trends among episodes lasting ≥180 days. Five states exhibited longer treatment durations for White people in both overall and long-term episodes. Fifteen states showed no racial and ethnic disparities. CONCLUSION AND SCIENTIFIC SIGNIFICANCE These results are among the first to indicate substantial statewide variations in racial and ethnic disparities in buprenorphine treatment episode duration, providing a critical foundation for targeted interventions to enhance buprenorphine treatment, especially in states confronting such pronounced racial and ethnic disparities.
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Affiliation(s)
- Huiru Dong
- Harvard Medical School, MGH Institute for Technology Assessment, Boston, Massachusetts, USA
| | - Erin J Stringfellow
- Harvard Medical School, MGH Institute for Technology Assessment, Boston, Massachusetts, USA
| | - Mohammad S Jalali
- Harvard Medical School, MGH Institute for Technology Assessment, Boston, Massachusetts, USA
- Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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Young GJ, Zhu T, Hasan MM, Alinezhad F, Young LD, Noor‐E‐Alam M. Patient outcomes following buprenorphine treatment for opioid use disorder: A retrospective analysis of the influence of patient- and prescriber-level characteristics in Massachusetts, USA. Addiction 2025; 120:152-163. [PMID: 39397274 PMCID: PMC11638526 DOI: 10.1111/add.16684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 08/28/2024] [Indexed: 10/15/2024]
Abstract
BACKGROUND AND AIMS Opioid use disorder (OUD) is treatable with buprenorphine/naloxone (buprenorphine), but many patients discontinue treatment prematurely. The aim of this study was to assess the influence of patient- and prescriber-level characteristics relative to several patient outcomes following the initiation of buprenorphine treatment for OUD. DESIGN This was a retrospective observational investigation. We used the Public Health Data Warehouse from the Massachusetts Department of Public Health to construct a sample of patients who initiated buprenorphine treatment between 2015 and 2019. We attributed each patient to a prescriber based on information from prescription claims. We used multilevel models to assess the influence of patient- and prescriber-level characteristics on each outcome. SETTING Massachusetts, USA. PARTICIPANTS The study cohort comprised 37 955 unique patients and 2146 prescribers. Among patients, 64.6% were male, 52.6% were under the age of 35 and 82.2% were White, non-Hispanic. For insurance coverage, 72.1% had Medicaid. MEASUREMENTS The outcome measures were poor medication continuity, treatment discontinuation and opioid overdose, all assessed within a 12-month follow-up period that began with a focal prescription for buprenorphine. Each patient had a single follow-up period. Poor medication continuity was defined as medication gaps totaling more than 7 days during the initial 180 days of buprenorphine treatment and treatment discontinuation was defined as having a medication gap for 2 consecutive months within the 12-month follow-up period. FINDINGS The patient-level rates for poor medication continuity, treatment discontinuation and opioid overdose were 59.7% [95% confidence interval (CI) = 59.2-60.2], 57.4% (95% CI = 56.9-57.9) and 10.3% (95% CI = 10.0-10.6), respectively, with 1.1% (95% CI = 1.0-1.2) experiencing a fatal opioid overdose. At the patient level, after adjustment for covariates, adverse outcomes were associated with race/ethnicity as both Black, non-Hispanic and Hispanic patients had worse outcomes than did White, non-Hispanic patients (Black, non-Hispanic -- poor continuity: 1.50, 95% CI = 1.34-1.68; discontinuation: 1.44, 95% CI = 1.30-1.60; Hispanic -- poor continuity: 1.21, 95% CI = 1.12-1.31; discontinuation: 1.38, 95% CI = 1.28-1.48). Patients with insurance coverage through Medicaid also had worse outcomes than those with commercial insurance (poor continuity: 1.18, 95% CI = 1.11-1.26; discontinuation: 1.09, 95% CI = 1.03-1.16; overdose: 1.98, 95% CI = 1.75-2.23). Pre-treatment mental health conditions and other types of chronic illness were also associated with worse outcomes (History of mental health conditions -- poor continuity: 1.11, 95% CI = 1.06-1.17; discontinuation: 1.05, CI = 1.01-1.10; overdose: 1.47, 95% CI = 1.36-1.60; Chronic health conditions -- poor continuity: 1.15, 95% CI = 1.05-1.27; discontinuation: 1.15, 95% CI = 1.05-1.26; overdose: 1.83, 95% CI = 1.60-2.10; History of substance use disorder other than for opioids -- poor continuity: 1.54, 95% CI = 1.46-1.62; discontinuation: 1.54, 95% CI = 1.47-1.62; overdose: 1.93, 95% CI = 1.80-2.07). At the prescriber level, after adjustments for covariates, adverse outcomes were associated with clinical training, as primary care physicians had higher rates of adverse outcomes than psychiatrists (poor continuity: 1.12, 95% CI = 1.02-1.23; discontinuation: 1.04, 95% CI = 1.01-1.09). A larger prescriber panel size, based on number of patients being prescribed buprenorphine, was also associated with higher rates of adverse outcomes (poor continuity: 1.36, 95% CI = 1.27-1.46; discontinuation: 1.21, 95% CI = 1.14-1.28; overdose: 1.10, 95% CI = 1.01-1.19). Between 9% and 15% of the variation among patients for the outcomes was accounted for at the prescriber level. CONCLUSIONS Patient- and prescriber-level characteristics appear to be associated with patient outcomes following buprenorphine treatment for opioid use disorder. In particular, patients' race/ethnicity and insurance coverage appear to be associated with substantial disparities in outcomes, and prescriber characteristics appear to be most closely associated with medication continuity during early treatment.
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Affiliation(s)
- Gary J. Young
- Center for Health Policy and Healthcare ResearchNortheastern UniversityBostonMAUSA
- Bouve College of Health SciencesNortheastern UniversityBostonMAUSA
- D'Amore‐McKim School of BusinessNortheastern UniversityBostonMAUSA
| | - Tianjie Zhu
- Center for Health Policy and Healthcare ResearchNortheastern UniversityBostonMAUSA
- Department of Mechanical and Industrial EngineeringNortheastern UniversityBostonMAUSA
| | - Md Mahmudul Hasan
- Department of Information Systems and Operations Management, Warrington College of Business and Department of Pharmaceutical Outcomes and Policy, School of PharmacyUniversity of FloridaGainesvilleFLUSA
| | - Farbod Alinezhad
- Center for Health Policy and Healthcare ResearchNortheastern UniversityBostonMAUSA
| | - Leonard D. Young
- Prescription Monitoring ProgramMassachusetts Department of Public HealthBostonMAUSA
| | - Md. Noor‐E‐Alam
- Center for Health Policy and Healthcare ResearchNortheastern UniversityBostonMAUSA
- Department of Mechanical and Industrial EngineeringNortheastern UniversityBostonMAUSA
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Callen EF, Clay T, Lutgen C, Robertson E, Staton EW, Filippi MK. Quantifying diagnosis and treatment practices of opioid use disorder in primary care practices using chart review data. J Addict Dis 2025; 43:59-66. [PMID: 38605500 DOI: 10.1080/10550887.2024.2327728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2024]
Abstract
BACKGROUND Opioid misuse is a significant public health crisis. The aim sought to identify potential gaps in opioid care in primary care practices. METHODS American Academy of Family Physicians (AAFP) offered a monthly online educational series to seven U.S. practices. Practices were asked to complete up to 50 chart reviews for visits during two periods: February-April, 2019, and February-April, 2022. Each chart had to have an ICD-10 diagnosis of opioid misuse, opioid dependence, or opioid use. Chart reviews consisted of 14 questions derived from an American Academy of Addiction Psychiatry (AAAP) Performance in Practice activity, and then, scored based on practices' responses. Descriptive statistics and binary logistic and multinomial regressions were used. RESULTS Both periods had 173 chart reviews (total: 346) from the six practices. Most chart reviews were for patients with a diagnosis of opioid dependence (2019: 90.2%; 2022: 83.2%). Three questions for assessing OUD treatment behaviors had high levels of documentation across both time periods (>85%): other drug use, treatment readiness, and treatment discussion. DISCUSSION Results show a gap in the treatment of patients with OUD in primary care across several clinical practice recommendations. CONCLUSIONS Expanding OUD treatment integration to primary care remains the most promising effort to combat the opioid crisis.
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Affiliation(s)
- Elisabeth F Callen
- American Academy of Family Physicians National Research Network, Leawood, KS, USA
- DARTNet Institute, Aurora, CO, USA
| | - Tarin Clay
- American Academy of Family Physicians National Research Network, Leawood, KS, USA
- DARTNet Institute, Aurora, CO, USA
| | - Cory Lutgen
- American Academy of Family Physicians National Research Network, Leawood, KS, USA
- DARTNet Institute, Aurora, CO, USA
| | - Elise Robertson
- American Academy of Family Physicians National Research Network, Leawood, KS, USA
- DARTNet Institute, Aurora, CO, USA
| | - Elizabeth W Staton
- DARTNet Institute, Aurora, CO, USA
- Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Melissa K Filippi
- American Academy of Family Physicians National Research Network, Leawood, KS, USA
- Robert Graham Center for Policy Studies in Family Medicine and Primary Care, Washington, DC, USA
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Oberman RS, Huynh AK, Cummings K, Resnick A, Taylor SL, Bergman AA, Chang ET. Engaging healthcare teams to increase access to medications for opioid use disorder. Health Serv Res 2024; 59 Suppl 2:e14371. [PMID: 39245469 PMCID: PMC11540584 DOI: 10.1111/1475-6773.14371] [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: 09/10/2024] Open
Abstract
OBJECTIVE To assess the effectiveness of evidence-based quality improvement (EBQI) as an implementation strategy to expand the use of medications for opioid use disorder (MOUD) within nonspecialty settings. DATA SOURCES AND STUDY SETTING We studied eight facilities in one Veteran Health Administration (VHA) region from October 2015 to September 2022 using administrative data. STUDY DESIGN Initially a pilot, we sequentially engaged seven of eight facilities from April 2018 to September 2022 using EBQI, consisting of multilevel stakeholder engagement, technical support, practice facilitation, and data feedback. We established facility-level interdisciplinary quality improvement (QI) teams and a regional-level cross-facility collaborative. We used a nonrandomized stepped wedge design with repeated cross sections to accommodate the phased implementation. Using aggregate facility-level data from October 2015 to September 2022, we analyzed changes in patients receiving MOUD using hierarchical multiple logistic regression. DATA COLLECTION/EXTRACTION METHODS Eligible patients had an opioid use disorder (OUD) diagnosis from an outpatient or inpatient visit in the previous year. Receiving MOUD was defined as having been prescribed an opioid agonist or antagonist treatment or a visit to an opioid substitution clinic. PRINCIPAL FINDINGS The probability of patients with OUD receiving MOUD improved significantly over time for all eight facilities (average marginal effect [AME]: 0.0057, 95% CI: 0.0044, 0.0070) due to ongoing VHA initiatives, with the probability of receiving MOUD increasing by 0.577 percentage points, on average, each quarter, totaling 16 percentage points during the evaluation period. The seven facilities engaging in EBQI experienced, on average, an additional 5.25 percentage point increase in the probability of receiving MOUD (AME: 0.0525, 95%CI: 0.0280, 0.0769). EBQI duration was not associated with changes. CONCLUSIONS EBQI was effective for expanding access to MOUD in nonspecialty settings, resulting in increases in patients receiving MOUD exceeding those associated with temporal trends. Additional research is needed due to recent MOUD expansion legislation.
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Affiliation(s)
- Rebecca S. Oberman
- VHA Center for the Study of Healthcare InnovationImplementation and Policy (CSHIIP)Los AngelesCaliforniaUSA
| | - Alexis K. Huynh
- VHA Center for the Study of Healthcare InnovationImplementation and Policy (CSHIIP)Los AngelesCaliforniaUSA
| | - Kelsey Cummings
- VHA Center for the Study of Healthcare InnovationImplementation and Policy (CSHIIP)Los AngelesCaliforniaUSA
| | - Adam Resnick
- VHA Center for the Study of Healthcare InnovationImplementation and Policy (CSHIIP)Los AngelesCaliforniaUSA
| | - Stephanie L. Taylor
- VHA Center for the Study of Healthcare InnovationImplementation and Policy (CSHIIP)Los AngelesCaliforniaUSA
- Department of Medicine, David Geffen School of MedicineUniversity of California Los AngelesLos AngelesCaliforniaUSA
- Department of Health Policy and ManagementUniversity of California, Los Angeles Fielding School of Public HealthLos AngelesCaliforniaUSA
| | - Alicia A. Bergman
- VHA Center for the Study of Healthcare InnovationImplementation and Policy (CSHIIP)Los AngelesCaliforniaUSA
| | - Evelyn T. Chang
- VHA Center for the Study of Healthcare InnovationImplementation and Policy (CSHIIP)Los AngelesCaliforniaUSA
- Division of General Internal Medicine, Department of MedicineVA Greater Los Angeles Healthcare SystemLos AngelesCaliforniaUSA
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Haley DF, Stein MD, Bendiks S, Karzhevsky S, Pierce C, Dunn A, Herman DS, Anderson B, Weisberg RB. Associations of discomfort intolerance, discomfort avoidance, and cannabis and alcohol use among persons with chronic pain receiving prescription buprenorphine for opioid use disorder. Drug Alcohol Depend 2024; 265:112472. [PMID: 39488941 PMCID: PMC11588539 DOI: 10.1016/j.drugalcdep.2024.112472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 09/28/2024] [Accepted: 10/18/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND Chronic pain and non-prescribed substance use are associated with lower retention in opioid use disorder (OUD) treatment. We examined the associations of perceived capacity to tolerate uncomfortable physical sensations (discomfort intolerance and discomfort avoidance) and cannabis and alcohol use among persons with chronic pain receiving prescription buprenorphine for OUD. METHODS This study utilizes baseline data from 163 persons with chronic pain receiving prescription buprenorphine for OUD enrolled in the Treating Opioid use, Persistent Pain, and Sadness (TOPPS) intervention trial. We used negative-binomial regression models, adjusted for age, education, gender, race/ethnicity, pain interference, depression, generalized anxiety disorder, and average cigarettes smoked/day to estimate the associations of discomfort tolerance and discomfort avoidance with frequency of cannabis and alcohol use. RESULTS Participants (n=163) were on average 45 years old (standard deviation=10.6) and predominantly White (86 %, n=141). Forty-one percent (n=66) used cannabis and 24 % (n=30) used alcohol use in the past 30 days. In adjusted models, discomfort intolerance was positively associated with days of cannabis use (IRR = 1.11, p =.016) and days of alcohol use (IRR = 1.14, p =.022). Discomfort avoidance was not associated with cannabis or alcohol use. CONCLUSION Individuals with chronic pain receiving prescribed buprenorphine for treatment of OUD with lower tolerance for physical discomfort may augment pain management with cannabis and alcohol. Given the intersections between substance use and retention in care for OUD, future work should extend this preliminary work by exploring these relationships over time and in experimental settings. Clinical Trial # NCT03698669.
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Affiliation(s)
- Danielle F Haley
- Department of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Avenue, Boston, MA, USA.
| | - Michael D Stein
- Department of Health Law, Policy & Management, Boston University School of Public Health, Health, 715 Albany Street, Boston, MA 02118, USA; Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, 222 Richmond Street, Providence, RI 02903, USA.
| | - Sally Bendiks
- Department of Medicine, Section of General Internal Medicine, Boston Medical Center, Clinical Addiction Research and Education (CARE), 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02118, USA.
| | - Skylar Karzhevsky
- Department of Health Law, Policy & Management, Boston University School of Public Health, Health, 715 Albany Street, Boston, MA 02118, USA.
| | - Claire Pierce
- Department of Health Law, Policy & Management, Boston University School of Public Health, Health, 715 Albany Street, Boston, MA 02118, USA.
| | - Ana Dunn
- Department of Behavioral Medicine and Addictions Research, Butler Hospital, 345 Blackstone Blvd, Providence, RI 02906, USA.
| | - Debra S Herman
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, 222 Richmond Street, Providence, RI 02903, USA; Department of Behavioral Medicine and Addictions Research, Butler Hospital, 345 Blackstone Blvd, Providence, RI 02906, USA.
| | - Bradley Anderson
- Department of Behavioral Medicine and Addictions Research, Butler Hospital, 345 Blackstone Blvd, Providence, RI 02906, USA.
| | - Risa B Weisberg
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, 720 Harrison Avenue, 9th Floor, Boston, MA 02118, USA; Department of Family Medicine, Alpert Medical School of Brown University, 222 Richmond Street, Providence, RI 02903, USA; RealizedCare, 1690 Ring Road #110, Elizabethtown, KY 42701, USA.
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Choi S, Choi J, O'Grady M, Renteria D, Oueles C, Liebmann E, Lincourt P, Jordan AE, Neighbors C. Patient experiences in outpatient substance use disorder treatment: A qualitative study exploring both clinical and non-clinical contexts. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024:209581. [PMID: 39557341 DOI: 10.1016/j.josat.2024.209581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 11/01/2024] [Accepted: 11/14/2024] [Indexed: 11/20/2024]
Abstract
BACKGROUND Addressing the persistent treatment gap in substance use disorder (SUD) remains a critical challenge, with only 13 % of Americans with SUDs receiving necessary treatment. We explored the complexities of engaging in SUD treatment from patients' perspectives and aims to provide a comprehensive understanding of their treatment experiences. METHODS We conducted semi-structured interviews with 34 patients who had been attending outpatient SUD clinics in New York State for 6 or less months. Participants were recruited from seven clinics using purposive sampling. Interviews were conducted between June and August 2022. We conducted thematic analysis of coded data to explore patients' experiences and preferences while navigating their treatment journeys. RESULTS Critical elements for a positive treatment experience included cultural humility, confidentiality, consistency, trust, peer counselors with SUD experience, a strong sense of connection, and addressing needs beyond clinical settings. These included assistance with housing and employment, participation in external clinic events, and access to amenities like coffee and snacks. Participants favored holistic treatment approaches integrating mental health and involving peer recovery counselors. However, participants also identified ineffective aspects, including rigid and generic approaches, stigmatizing attitudes, and challenges related to communities and environmental influences. CONCLUSION The study highlights the multifaceted nature of outpatient SUD treatment, emphasizing the integration of patient-centered, holistic, and culturally competent approaches. Tailoring interventions to individual circumstances and acknowledging the diverse needs of patients are imperative for effective healthcare practices.
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Affiliation(s)
- Sugy Choi
- Department of Population Health, New York University Grossman School of Medicine, New York City, NY, United States of America
| | - Jasmin Choi
- New York University School of Global Public Health, New York, NY, United States of America.
| | - Megan O'Grady
- UCONN, Health United States of America, Farmington, CT, United States of America
| | - Diego Renteria
- Department of Population Health, New York University Grossman School of Medicine, New York City, NY, United States of America
| | - Crissy Oueles
- Department of Population Health, New York University Grossman School of Medicine, New York City, NY, United States of America
| | - Eddie Liebmann
- Department of Population Health, New York University Grossman School of Medicine, New York City, NY, United States of America
| | - Pat Lincourt
- New York State Office of Addiction Services and Supports (OASAS), New York, NY, United States of America
| | - Ashly E Jordan
- New York State Office of Addiction Services and Supports (OASAS), New York, NY, United States of America
| | - Charles Neighbors
- Department of Population Health, New York University Grossman School of Medicine, New York City, NY, United States of America
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Springgate B, Matta I, True G, Doran H, Torres WV, Stevens E, Holland E, Mott K, Ardoin TR, Nixdorff N, Haywood C, Meyers D, Johnson A, Tatum T, Palinkas LA. Implementation of medication for opioid use disorder treatment during a natural disaster: The PROUD-LA study. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 165:209469. [PMID: 39094901 DOI: 10.1016/j.josat.2024.209469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 05/17/2024] [Accepted: 07/23/2024] [Indexed: 08/04/2024]
Abstract
BACKGROUND The impacts of climate change-related extreme weather events (EWEs) on Medication for Opioid Use Disorders (MOUD) implementation for Medicaid beneficiaries are relatively unknown. Such information is critical to disaster planning and other implementation strategies. In this study we examined implementation determinants and strategies for MOUD during EWEs. METHODS The Louisiana-based Community Resilience Learning Collaborative and Research Network (C-LEARN) utilized Rapid Assessment Procedures-Informed Community Ethnography (RAPICE), involving community leaders in study design, execution, and data analysis. We conducted qualitative semi-structured interviews with 42 individuals, including MOUD Medicaid member patients and their caregivers, healthcare providers and administrators, and public health officials with experience with climate-related disasters. We mapped key themes onto updated Consolidated Framework for Implementation Research domains. RESULTS MOUD use is limited during EWEs by pharmacy closures, challenges to medication prescription and access across state lines, hospital and clinic service limits, overcrowded emergency departments, and disrupted communications with providers. MOUD demand simultaneously increases due to the stress associated with displacement, resource loss, the COVID-19 pandemic, and social determinants of health. Effective implementation strategies include healthcare system disaster plans with protocols for clear and regular patient-provider communication, community outreach, additional staffing, and virtual delivery of services. Providers can also increase MOUD access by having remote access to EHRs, laptops and contact information, resource lists, collaborative networks, and contact with patients via call centers and social media. Patients can retain access to MOUD via online patient portals, health apps, call centers, and provider calls and texts. The impact of EWEs on MOUD access and use is also influenced by individual characteristics of both patients and providers. CONCLUSIONS The increasing frequency and severity of climate-related EWEs poses a serious threat to MOUD for Medicaid beneficiaries. MOUD-specific disaster planning and use of telehealth for maintaining contact and providing care are effective strategies for MOUD implementation during EWEs. Potential considerations for policies and practices of Medicaid, providers, and others to benefit members during hurricanes or major community stressors, include changes in Medicaid policies to enable access to MOUD by interstate evacuees, improvement of medication refill flexibilities, and incentivization of telehealth services for more systematic use.
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Affiliation(s)
- Benjamin Springgate
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Isha Matta
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Gala True
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Hanna Doran
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | | | - Elyse Stevens
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Elizabeth Holland
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Karlee Mott
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Tiffany R Ardoin
- LSU Health Sciences Center - New Orleans, School of Medicine and School of Public Health, New Orleans, LA, USA.
| | - Neil Nixdorff
- Department of Internal Medicine, Division of Geriatric & Palliative Medicine, University of Michigan, Ann Arbor, MI, USA
| | | | - Diana Meyers
- St. Anna's Episcopal Church, New Orleans, LA, USA.
| | - Arthur Johnson
- Lower Ninth Ward Center for Sustainable Engagement and Development, New Orleans, LA, USA.
| | - Thad Tatum
- Formerly Incarcerated Peers Support Group, New Orleans, LA, USA
| | - Lawrence A Palinkas
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, USA.
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Hammerslag LR, Talbert J, Slavova S, Lei F, Freeman PR, Marks KR, Fanucchi LC, Walsh SL, Lofwall MR. Utilization of long-acting injectable monthly depot buprenorphine for opioid use disorder (OUD) in Kentucky, before and after COVID-19 related buprenorphine access policy changes. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 164:209391. [PMID: 38740189 DOI: 10.1016/j.josat.2024.209391] [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: 02/10/2024] [Revised: 04/15/2024] [Accepted: 05/06/2024] [Indexed: 05/16/2024]
Abstract
INTRODUCTION Long-acting injectable buprenorphine (LAI-bup) formulations have advantages over transmucosal buprenorphine (TM-bup), but barriers may limit their utilization. Several policies shifted during the COVID-19 pandemic to promote buprenorphine access. The federal government expanded telemedicine treatment for opioid use disorder and Kentucky (KY) Medicaid lifted prior authorization requirements (PAs) for LAI-bup (i.e., Sublocade®). This retrospective cohort study evaluated changes in LAI-bup access, utilization, and retention before and after these policy changes in KY. METHODS Individual-level TM-bup and LAI-bup dispensing record data from KY's prescription drug monitoring program examined LAI-bup utilization and retention, without a >30-day gap in coverage, for patients starting a new episode of LAI-bup treatment. Two key time periods were examined: pre-policy changes (Apr 1, 2019 - Dec 31, 2019) and post-policy changes (Apr 1, 2020 - Dec 31, 2020). Data on PA requests among Medicaid managed care organizations and availability of LAI-bup Risk Evaluation and Mitigation Strategy (REMS)-certified pharmacies were also obtained. A multivariable Cox proportional hazard regression model analysis compared pre- versus post-policy period treatment discontinuation. RESULTS The number of patients initiating LAI-bup increased from 211 to 481 over the two periods. By the end of the post-policy period, 24.3 % of eligible patients were retained on LAI-bup, versus 12.5 % in the pre-policy change period. The adjusted hazard ratio, comparing discontinuation during the post- versus pre-policy change periods, was 0.70 (95 % confidence interval: 0.55-0.89). There were also more REMS-certified pharmacies and providers in the post-policy change period. CONCLUSIONS LAI-bup access, utilization, and retention increased after several policy changes.
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Affiliation(s)
- Lindsey R Hammerslag
- Institute for Biomedical Informatics, College of Medicine, University of Kentucky, United States of America; Department of Internal Medicine, College of Medicine, University of Kentucky, United States of America.
| | - Jeffery Talbert
- Institute for Biomedical Informatics, College of Medicine, University of Kentucky, United States of America; Department of Internal Medicine, College of Medicine, University of Kentucky, United States of America
| | - Svetla Slavova
- Department of Biostatistics, College of Public Health, University of Kentucky, United States of America
| | - Feitong Lei
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, United States of America
| | - Patricia R Freeman
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, United States of America
| | - Katherine R Marks
- Department of Behavioral Science, College of Medicine, University of Kentucky, United States of America
| | - Laura C Fanucchi
- Department of Internal Medicine, College of Medicine, University of Kentucky, United States of America; Center on Drug and Alcohol Research, College of Medicine, University of Kentucky, United States of America
| | - Sharon L Walsh
- Department of Behavioral Science, College of Medicine, University of Kentucky, United States of America; Center on Drug and Alcohol Research, College of Medicine, University of Kentucky, United States of America
| | - Michelle R Lofwall
- Department of Behavioral Science, College of Medicine, University of Kentucky, United States of America; Center on Drug and Alcohol Research, College of Medicine, University of Kentucky, United States of America
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Aleksanyan J, Choi S, Lincourt P, Burke C, Ramsey KS, Hussain S, Jordan AE, Morris M, D’Aunno T, Glied S, McNeely J, Elbel B, Mijanovich T, Adhikari S, Neighbors CJ. Lost in transition: A protocol for a retrospective, longitudinal cohort study for addressing challenges in opioid treatment for transition-age adults. PLoS One 2024; 19:e0297567. [PMID: 39141672 PMCID: PMC11324150 DOI: 10.1371/journal.pone.0297567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 12/21/2023] [Indexed: 08/16/2024] Open
Abstract
BACKGROUND In the United States, there has been a concerning rise in the prevalence of opioid use disorders (OUD) among transition-age (TA) adults, 18 to 25-years old, with a disproportionate impact on individuals and families covered by Medicaid. Of equal concern, the treatment system continues to underperform for many young people, emphasizing the need to address the treatment challenges faced by this vulnerable population at a pivotal juncture in their life course. Pharmacotherapy is the most effective treatment for OUD, yet notably, observational studies reveal gaps in the receipt of and retention in medications for opioid use disorder (MOUD), resulting in poor outcomes for many TA adults in treatment. Few current studies on OUD treatment quality explicitly consider the influence of individual, organizational, and contextual factors, especially for young people whose social roles and institutional ties remain in flux. METHODS We introduce a retrospective, longitudinal cohort design to study treatment quality practices and outcomes among approximately 65,000 TA adults entering treatment for OUD between 2012 and 2025 in New York. We propose to combine data from multiple sources, including Medicaid claims and encounter data and a state registry of substance use disorder (SUD) treatment episodes, to examine three aspects of OUD treatment quality: 1) MOUD use, including MOUD option (e.g., buprenorphine, methadone, or extended-release [XR] naltrexone); 2) adherence to pharmacotherapy and retention in treatment; and 3) adverse events (e.g., overdoses). Using rigorous analytical methods, we will provide insights into how variation in treatment practices and outcomes are structured more broadly by multilevel processes related to communities, treatment programs, and characteristics of the patient, as well as their complex interplay. DISCUSSION Our findings will inform clinical decision making by patients and providers as well as public health responses to the rising number of young adults seeking treatment for OUD amidst the opioid and polysubstance overdose crisis in the U.S.
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Affiliation(s)
- Josh Aleksanyan
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Sugy Choi
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Patricia Lincourt
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Constance Burke
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Kelly S. Ramsey
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Shazia Hussain
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Ashly E. Jordan
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Maria Morris
- New York State Office of Addiction Services and Supports (OASAS), Albany, New York, United States of America
| | - Thomas D’Aunno
- New York University Wagner School of Public Policy, New York, New York, United States of America
| | - Sherry Glied
- New York University Wagner School of Public Policy, New York, New York, United States of America
| | - Jennifer McNeely
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Brian Elbel
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
- New York University Wagner School of Public Policy, New York, New York, United States of America
| | - Tod Mijanovich
- Department of Applied Statistics, Social Science, and Humanities, New York University Steinhardt School of Culture, Education, and Human Development, New York, New York, United States of America
| | - Samrachana Adhikari
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Charles J. Neighbors
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
- New York University Wagner School of Public Policy, New York, New York, United States of America
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Fipps DC, Oesterle TS, Kolla BP. Opioid Maintenance Therapy: A Review of Methadone, Buprenorphine, and Naltrexone Treatments for Opioid Use Disorder. Semin Neurol 2024; 44:441-451. [PMID: 38848746 DOI: 10.1055/s-0044-1787571] [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: 06/09/2024]
Abstract
The rates of opioid use and opioid related deaths are escalating in the United States. Despite this, evidence-based treatments for Opioid Use Disorder are underutilized. There are three medications FDA approved for treatment of Opioid Use Disorder: Methadone, Buprenorphine, and Naltrexone. This article reviews the history, criteria, and mechanisms associated with Opioid Use Disorder. Pertinent pharmacology considerations, treatment strategies, efficacy, safety, and challenges of Methadone, Buprenorphine, and Naltrexone are outlined. Lastly, a practical decision making algorithm is discussed to address pertinent psychiatric and medical comorbidities when prescribing pharmacology for Opioid Use Disorder.
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Affiliation(s)
- David C Fipps
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota
| | - Tyler S Oesterle
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota
| | - Bhanu P Kolla
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota
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11
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Bobb JF, Idu AE, Qiu H, Yu O, Boudreau DM, Wartko PD, Matthews AG, McCormack J, Lee AK, Campbell CI, Saxon AJ, Liu DS, Altschuler A, Samet JH, Northrup TF, Braciszewski JM, Murphy MT, Arnsten JH, Cunningham CO, Horigian VE, Szapocznik J, Glass JE, Caldeiro RM, Tsui JI, Burganowski RP, Weinstein ZM, Murphy SM, Hyun N, Bradley KA. Offering nurse care management for opioid use disorder in primary care: Impact on emergency and hospital utilization in a cluster-randomized implementation trial. Drug Alcohol Depend 2024; 261:111350. [PMID: 38875880 PMCID: PMC11281026 DOI: 10.1016/j.drugalcdep.2024.111350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 05/20/2024] [Accepted: 05/23/2024] [Indexed: 06/16/2024]
Abstract
BACKGROUND Patients with opioid use disorder (OUD) have increased emergency and hospital utilization. The PROUD trial showed that implementation of office-based addiction treatment (OBAT) increased OUD medication treatment compared to usual care, but did not decrease acute care utilization in patients with OUD documented pre-randomization (clinicaltrials.gov/study/NCT03407638). This paper reports secondary emergency and hospital utilization outcomes in patients with documented OUD in the PROUD trial. METHODS This cluster-randomized implementation trial was conducted in 12 clinics from 6 diverse health systems (March 2015-February 2020). Patients who visited trial clinics and had an OUD diagnosis within 3 years pre-randomization were included in primary analyses; secondary analyses added patients with OUD who were new to the clinic or with newly-documented OUD post-randomization. Outcomes included days of emergency care and hospital utilization over 2 years post-randomization. Explanatory outcomes included measures of OUD treatment. Patient-level analyses used mixed-effect regression with clinic-specific random intercepts. RESULTS Among 1988 patients with documented OUD seen pre-randomization (mean age 49, 53 % female), days of emergency care or hospitalization did not differ between intervention and usual care; OUD treatment also did not differ. In secondary analyses among 1347 patients with OUD post-randomization, there remained no difference in emergency or hospital utilization despite intervention patients receiving 32.2 (95 % CI 4.7, 59.7) more days of OUD treatment relative to usual care. CONCLUSIONS Implementation of OBAT did not reduce emergency or hospital utilization among patients with OUD, even in the sample with OUD first documented post-randomization in whom the intervention increased treatment.
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Affiliation(s)
- Jennifer F Bobb
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA.
| | - Abisola E Idu
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Hongxiang Qiu
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Onchee Yu
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Denise M Boudreau
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Paige D Wartko
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Abigail G Matthews
- The Emmes Company, 401 N Washington St, Suite 700, Rockville, MD 20850, USA
| | - Jennifer McCormack
- The Emmes Company, 401 N Washington St, Suite 700, Rockville, MD 20850, USA
| | - Amy K Lee
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Cynthia I Campbell
- Kaiser Permanente Northern California Division of Research, 2000 Broadway, Oakland, CA 94612, USA
| | - Andrew J Saxon
- Center of Excellence in Substance Addiction Treatment and Education (CESATE), VA Puget Sound Health Care System, 1660 S. Columbian Way, Seattle, WA 98108, USA
| | - David S Liu
- National Institute on Drug Abuse Center for Clinical Trials Network, Three White Flint North, 11601 Landsdown Street, North Bethesda, MD 20852, USA
| | - Andrea Altschuler
- Kaiser Permanente Northern California Division of Research, 2000 Broadway, Oakland, CA 94612, USA
| | - Jeffrey H Samet
- Boston University Schools of Medicine and Public Health, Boston Medical Center, Crosstown Center, 801 Massachusetts Ave, Boston, MA 02119, USA
| | - Thomas F Northrup
- UTHealth Houston McGovern Medical School, Department of Family and Community Medicine, 6431 Fannin St, Houston, TX 77030, USA
| | - Jordan M Braciszewski
- Henry Ford Health, Center for Health Policy and Health Services Research, One Ford Place, Suite 5E, Detroit, MI 48202, USA
| | - Mark T Murphy
- MultiCare Health System, 315 Martin Luther King Jr. Way, Tacoma, WA 98415, USA
| | - Julia H Arnsten
- Montefiore Medical Center, 111 East 210 Street, Bronx, NY 10467, USA; Albert Einstein College of Medicine, 1300 Morris Park Ave, The Bronx, NY 10461, USA
| | - Chinazo O Cunningham
- Albert Einstein College of Medicine, 1300 Morris Park Ave, The Bronx, NY 10461, USA
| | - Viviana E Horigian
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, 10th Floor, Miami, FL 33136, USA
| | - José Szapocznik
- Department of Public Health Sciences, University of Miami Miller School of Medicine, 1120 NW 14th Street, 10th Floor, Miami, FL 33136, USA
| | - Joseph E Glass
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Ryan M Caldeiro
- Mental Health and Wellness Department, Kaiser Permanente Washington, 1200 SW 27th St, Renton, WA 98057, USA
| | - Judith I Tsui
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, USA
| | - Rachael P Burganowski
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Zoe M Weinstein
- Boston University Schools of Medicine and Public Health, Boston Medical Center, Crosstown Center, 801 Massachusetts Ave, Boston, MA 02119, USA
| | - Sean M Murphy
- Department of Population Health Sciences, Weill Cornell Medical College, 1300 York Avenue, New York, NY 10065, USA
| | - Noorie Hyun
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
| | - Katharine A Bradley
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave., Suite 1600, Seattle, WA 98101, USA
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12
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Feeney ME, Law AC, Walkey AJ, Bosch NA. Variation in Use of Medications for Opioid Use Disorder in Critically Ill Patients Across the United States. Crit Care Med 2024; 52:e365-e375. [PMID: 38501933 PMCID: PMC11176030 DOI: 10.1097/ccm.0000000000006257] [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: 03/20/2024]
Abstract
OBJECTIVES To describe practice patterns surrounding the use of medications to treat opioid use disorder (MOUD) in critically ill patients. DESIGN Retrospective, multicenter, observational study using the Premier AI Healthcare Database. SETTING The study was conducted in U.S. ICUs. PATIENTS Adult (≥ 18 yr old) patients with a history of opioid use disorder (OUD) admitted to an ICU between 2016 and 2020. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Of 108,189 ICU patients (658 hospitals) with a history of OUD, 20,508 patients (19.0%) received MOUD. Of patients receiving MOUD, 13,745 (67.0%) received methadone, 2,950 (14.4%) received buprenorphine, and 4,227 (20.6%) received buprenorphine/naloxone. MOUD use occurred in 37.9% of patients who received invasive mechanical ventilation. The median day of MOUD initiation was hospital day 2 (interquartile range [IQR] 1-3) and the median duration of MOUD use was 4 days (IQR 2-8). MOUD use per hospital was highly variable (median 16.0%; IQR 10-24; range, 0-70.0%); admitting hospital explained 8.9% of variation in MOUD use. A primary admitting diagnosis of unintentional poisoning (aOR 0.41; 95% CI, 0.38-0.45), presence of an additional substance use disorder (aOR 0.66; 95% CI, 0.64-0.68), and factors indicating greater severity of illness were associated with reduced odds of receiving MOUD in the ICU. CONCLUSIONS In a large multicenter, retrospective study, there was large variation in the use of MOUD among ICU patients with a history of OUD. These results inform future studies seeking to optimize the approach to MOUD use during critical illness.
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Affiliation(s)
| | - Anica C. Law
- Department of Medicine, The Pulmonary Center, Boston University Chobanian & Avedisian School of Medicine School of Medicine, Boston, MA
| | - Allan J. Walkey
- Department of Medicine, The Pulmonary Center, Boston University Chobanian & Avedisian School of Medicine School of Medicine, Boston, MA
| | - Nicholas A. Bosch
- Department of Medicine, The Pulmonary Center, Boston University Chobanian & Avedisian School of Medicine School of Medicine, Boston, MA
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Cantor J, Griffin BA, Levitan B, Mendon-Plasek SJ, Stein BD, Hunter SB, Ober AJ. Availability of Medications for Opioid Use Disorder in Community Mental Health Facilities. JAMA Netw Open 2024; 7:e2417545. [PMID: 38888921 PMCID: PMC11185975 DOI: 10.1001/jamanetworkopen.2024.17545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 04/18/2024] [Indexed: 06/20/2024] Open
Abstract
Importance Medications for opioid use disorder (MOUD) are an effective but underutilized treatment. Opioid use disorder prevalence is high among people receiving treatment in community outpatient mental health treatment facilities (MHTFs), but MHTFs are understudied as an MOUD access point. Objective To quantify availability of MOUD at community outpatient MHTFs in high-burden states as well as characteristics associated with offering MOUD. Design, Setting, and Participants This cross-sectional study performed a phone survey between April and July 2023 among a representative sample of community outpatient MHTFs within 20 states most affected by the opioid crisis, including all Certified Community Behavioral Health Centers (CCBHCs). Participants were staff at 450 surveyed community outpatient MHTFs in 20 states in the US. Main Outcomes and Measures MOUD availability. A multivariable logistic regression was fit to assess associations of facility, county, and state-level characteristics with offering MOUD. Results Surveys with staff from 450 community outpatient MHTFs (152 CCBHCs and 298 non-CCBHCs) in 20 states were analyzed. Weighted estimates found that 34% (95% CI, 29%-39%) of MHTFs offered MOUD in these states. Facility-level factors associated with increased odds of offering MOUD were: self-reporting being a CCBHC (odds ratio [OR], 2.11 [95% CI, 1.08-4.11]), providing integrated mental and substance use disorder treatment (OR, 5.21 [95% CI, 2.44-11.14), having a specialized treatment program for clients with co-occurring mental and substance use disorders (OR, 2.25 [95% CI, 1.14-4.43), offering housing services (OR, 2.54 [95% CI, 1.43-4.51]), and laboratory testing (OR, 2.15 [95% CI, 1.12-4.12]). Facilities that accepted state-financed health insurance plans other than Medicaid as a form of payment had increased odds of offering MOUD (OR, 1.95 [95% CI, 1.01-3.76]) and facilities that accepted state mental health agency funds had reduced odds (OR, 0.43 [95% CI, 0.19-0.99]). Conclusions and Relevance In this study of 450 community outpatient MHTFs in 20 high-burden states, approximately one-third offered MOUD. These results suggest that further study is needed to report MOUD uptake, either through increased prescribing at all clinics or through effective referral models.
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Liu R, Beetham T, Newton H, Busch SH. Access to treatment before and after Medicare coverage of opioid treatment programs. HEALTH AFFAIRS SCHOLAR 2024; 2:qxae076. [PMID: 38938273 PMCID: PMC11210307 DOI: 10.1093/haschl/qxae076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 05/16/2024] [Accepted: 06/04/2024] [Indexed: 06/29/2024]
Abstract
Since January 2020, Medicare has covered opioid use disorder (OUD) treatment services at opioid treatment programs (OTPs), the only outpatient settings allowed to dispense methadone for treating OUD. This study examined policy-associated changes in Medicare acceptance and the availability of four OUD treatment services (ongoing buprenorphine, HIV/AIDS education, employment services, and comprehensive mental health assessment), by for-profit status, and county-level changes in Medicare-accepting-OTPs access, by sociodemographic characteristics (racial composition, poverty rate, and rurality). Using data from the 2019-2022 National Directory of Drug and Alcohol Abuse Treatment Facilities, we found Medicare acceptance increased from 21.31% in 2018 to 80.76% in 2021. The availability of the four treatment services increased, but no increases were significantly associated with Medicare coverage. While county-level OTP access significantly improved, counties with higher rates of non-White residents experienced an additional average increase of 0.86 Medicare-accepting-OTPs (95% CI, 0.05-1.67) compared to those without higher rates of non-White populations. Overall, Medicare coverage was associated with improved OTP access, not ancillary services.
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Affiliation(s)
- Ruijie Liu
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT 06510, United States
| | - Tamara Beetham
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT 06510, United States
| | - Helen Newton
- Department of Family Medicine, University of North Carolina School of Medicine, Chapel Hill, NC 27599, United States
| | - Susan H Busch
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT 06510, United States
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15
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Wyse JJ, Eckhardt A, Waller D, Gordon AJ, Shull S, Lovejoy TI, Mackey K, Morasco BJ. Patients' Perspectives on Discontinuing Buprenorphine for the Treatment of Opioid Use Disorder. J Addict Med 2024; 18:300-305. [PMID: 38498620 DOI: 10.1097/adm.0000000000001292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Abstract
OBJECTIVES Buprenorphine and other medications for opioid use disorder (OUD) are recommended as standard of care in the treatment of OUD and are associated with positive health and addiction-related outcomes. Despite benefits, discontinuation is common, with half of patients discontinuing in the first year of treatment. Addressing OUD is a major clinical priority, yet little is known about the causes of medication discontinuation from the patient perspective. METHODS From March 2021 to April 2022, we conducted qualitative interviews with patients who had discontinued buprenorphine for the treatment of OUD within the past 12 months. Eligible participants were selected from 2 Veterans Health Administration Health Care Systems in Oregon. Coding and analysis were guided by conventional qualitative content analysis. RESULTS Twenty participants completed an interview; 90% were White and 90% were male, and the mean age was 54.2 years. Before discontinuation, participants had received buprenorphine for 8.3 months on average (range, 1-40 months); 80% had received buprenorphine for less than 12 months. Qualitative analysis identified the following themes relating to discontinuation: health system barriers (eg, logistical hurdles, rules and policy violations), medication effects (adverse effects; attributed adverse effects, lack of efficacy in treating chronic pain) and desire for opioid use. Patient description of decisions to discontinue buprenorphine could be multicausal, reflecting provider or system-level barriers in interaction with patient complexity or medication ambivalence. CONCLUSIONS Study results identify several actionable ways OUD treatment could be modified to enhance patient retention.
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Affiliation(s)
- Jessica J Wyse
- From the Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, OR (JJW, AE, DW, SS, TIL, KM, BJM); School of Public Health, Oregon Health & Science University-Portland State University, Portland, OR (JJW); Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT (AJG); 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 (AJG); Department of Psychiatry, Oregon Health & Science University, Portland, OR (TIL, BJM); and VA Office of Rural Health, Veterans Rural Health Resource Center, Portland, OR (TIL)
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Williams AR, Mauro CM, Huber B, Chiodo L, Crystal S, Samples H, Olfson M. Defining Discontinuation for Buprenorphine Treatment: Implications for Quality Measurement. Am J Psychiatry 2024; 181:457-459. [PMID: 38706334 PMCID: PMC11152114 DOI: 10.1176/appi.ajp.20230808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/07/2024]
Affiliation(s)
- Arthur Robin Williams
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, 1051 Riverside Dr., New York, NY 10032
| | - Christine M. Mauro
- Department of Biostatistics, Columbia University Mailman School of Public Health, 722 W. 168 St., New York, NY 10032
| | - Ben Huber
- Research Foundation for Mental Hygiene, 1051 Riverside Dr., New York, NY 10032
| | - Lisa Chiodo
- Addiction Research and Education Foundation, 46 Sovereign Way, Florence, MA, 01062
- North-Star Care, Inc. 4810 Point Fosdick Dr. Suite #92, Gig Harbor, WA 98335
- University of Massachusetts Amherst, School of Nursing, 651 N Pleasant St, Amherst, MA 01003
| | - Stephen Crystal
- Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St., New Brunswick, NJ 08901
| | - Hillary Samples
- Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St., New Brunswick, NJ 08901
| | - Mark Olfson
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, 1051 Riverside Dr., New York, NY 10032
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Haddad M, Coman E, Bifulco L. Nine-year substance use treatment outcomes with buprenorphine for opioid use disorder in a federally qualified health center. Drug Alcohol Depend 2024; 257:111252. [PMID: 38484404 DOI: 10.1016/j.drugalcdep.2024.111252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 02/23/2024] [Accepted: 02/24/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND Prescribing medication for opioid use disorder (MOUD) in primary care helps meet treatment demand, but few studies examine long-term treatment retention among medically-underserved primary care patients. METHODS This 9-year retrospective study assessed overall retention at 6 months, and yearly up to 9 years, among 1451 patients with at least 6 months of buprenorphine prescription data from a federally-qualified health center (FQHC). We also examined whether patients who had gaps in treatment (>14 days without medication) later returned to care. Associations with treatment retention over total time in care were assessed. RESULTS On average, patients received buprenorphine treatment for 2.26 years. Among patients who experienced gaps in treatment but returned to care within 90 days, 64% were still receiving buprenorphine at six months (n=930 of 1451), and 70% (n =118 of 169) at 9 years, with an average yearly interval retention of 69% (range: 58-74%). Patients were on MOUD treatment and not in a gap about 81% of the time, and averaged 1.0 gap per patient per year (SD: 1.09; range 0-7.87). The mean gap length over the treatment period was 33.16 days. Older age, higher percentages of negative opioid tests, negative cocaine tests, and positive buprenorphine tests, and having diabetes were associated with longer treatment retention. CONCLUSIONS Opioid use disorder (OUD) can be treated successfully in primary care FQHCs. Treatment gaps are common and reflect the chronic relapsing nature of OUD.
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Affiliation(s)
- Marwan Haddad
- Center for Key Populations, Community Health Center, Inc., 631 Main Street, Middletown, CT 06457, USA; Weitzman Institute, Moses-Weitzman Health System, 19 Grand Street, Middletown, CT 06457, USA.
| | - Emil Coman
- Health Disparities Institute, University of Connecticut School of Medicine, Hartford, CT 06106, USA
| | - Lauren Bifulco
- Weitzman Institute, Moses-Weitzman Health System, 19 Grand Street, Middletown, CT 06457, USA
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Lim S, Cherian T, Katyal M, Goldfeld KS, McDonald R, Wiewel E, Khan M, Krawczyk N, Braunstein S, Murphy SM, Jalali A, Jeng PJ, Rosner Z, MacDonald R, Lee JD. Jail-based medication for opioid use disorder and patterns of reincarceration and acute care use after release: A sequence analysis. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 158:209254. [PMID: 38072387 PMCID: PMC10947890 DOI: 10.1016/j.josat.2023.209254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 07/25/2023] [Accepted: 12/04/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Treatment with methadone and buprenorphine medications for opioid use disorder (MOUD) during incarceration may lead to better community re-entry, but evidence on these relationships have been mixed. We aimed to identify community re-entry patterns and examine the association between in-jail MOUD and a pattern of successful reentry defined by rare occurrence of reincarceration and preventable healthcare utilization. METHODS Data came from a retrospective, observational cohort study of 6066 adults with opioid use disorder who were incarcerated in New York City jails and released to the community during 2011-14. An outcome was community re-entry patterns identified by sequence analysis of 3-year post-release reincarceration, emergency department visits, and hospitalizations. An exposure was receipt of in-jail MOUD versus out-of-treatment (42 % vs. 58 %) for the last 3 days before discharge. The study accounted for differences in baseline demographic, clinical, behavioral, housing, and criminal legal characteristics between in-jail MOUD and out-of-treatment groups via propensity score matching. RESULTS This study identified five re-entry patterns: stability (64 %), hospitalization (23 %), delayed reincarceration (7 %), immediate reincarceration (4 %), and continuous incarceration (2 %). After addressing confounding, 64 % and 57 % followed the stability pattern among MOUD and out-of-treatment groups who were released from jail in 2011, respectively. In 2012-14, the prevalence of following the stability pattern increased year-by-year while a consistently higher prevalence was observed among those with in-jail MOUD. CONCLUSIONS Sequence analysis helped define post-release stability based on health and criminal legal system involvement. Receipt of in-jail MOUD was associated with a marker of successful community re-entry.
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Affiliation(s)
- Sungwoo Lim
- New York City Department of Health and Mental Hygiene, Queens, NY, United States of America.
| | - Teena Cherian
- New York City Department of Health and Mental Hygiene, Queens, NY, United States of America
| | - Monica Katyal
- NYC Health and Hospitals/Correctional Health Services, New York, NY, United States of America
| | - Keith S Goldfeld
- New York University Grossman School of Medicine, New York, NY, United States of America
| | - Ryan McDonald
- New York University Grossman School of Medicine, New York, NY, United States of America
| | - Ellen Wiewel
- New York City Department of Health and Mental Hygiene, Queens, NY, United States of America
| | - Maria Khan
- New York University Grossman School of Medicine, New York, NY, United States of America
| | - Noa Krawczyk
- New York University Grossman School of Medicine, New York, NY, United States of America
| | - Sarah Braunstein
- New York City Department of Health and Mental Hygiene, Queens, NY, United States of America
| | - Sean M Murphy
- Weill Cornell Medical College, New York, NY, United States of America
| | - Ali Jalali
- Weill Cornell Medical College, New York, NY, United States of America
| | - Philip J Jeng
- Weill Cornell Medical College, New York, NY, United States of America
| | - Zachary Rosner
- NYC Health and Hospitals/Correctional Health Services, New York, NY, United States of America
| | - Ross MacDonald
- New York University Grossman School of Medicine, New York, NY, United States of America
| | - Joshua D Lee
- New York University Grossman School of Medicine, New York, NY, United States of America
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Carr MM, Wolkowicz NR, Cave S, Martino S, Masheb R, Midboe AM. Weight change in a national cohort of U.S. Military Veterans engaged in medication treatment for opioid use disorder. J Psychiatr Res 2023; 168:204-212. [PMID: 37918033 DOI: 10.1016/j.jpsychires.2023.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/27/2023] [Accepted: 10/07/2023] [Indexed: 11/04/2023]
Abstract
Medication treatments for opioid use disorder (MOUD) save lives and improve outcomes for countless individuals. However, data suggest the potential for significant weight gain during methadone treatment and little is known about weight change during buprenorphine treatment. Using Veteran Health Administration administrative data from fiscal year 2017 to fiscal year 2019, two cohorts were created: 1) Veterans diagnosed with opioid use disorder (OUD) taking methadone (N = 1425); and 2) Veterans diagnosed with OUD taking buprenorphine (N = 3756). Linear mixed models were used to analyze weight change during the first MOUD treatment episode in the observation period. Random slopes and intercepts were included in the model to estimate variation in BMI across individuals and time. The data revealed a slight upward trend in BMI over the course of treatment. Specifically, a daily increase of 0.004 for Veterans in methadone treatment and 0.002 for Veterans in buprenorphine treatment was observed. This translates to a gain of about 10 pounds over the course of 1 year of methadone treatment and 5 pounds for 1 year of buprenorphine treatment for a Veteran of average height and weight. The amount of weight gain in methadone treatment is significantly less than other published findings, but nonetheless indicates that assessment and discussions between patients and providers related to weight may be warranted.
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Affiliation(s)
- Meagan M Carr
- U.S. Department of Veterans Affairs, VA Connecticut Healthcare System, 950 Campbell Ave., West Haven, CT, 06516, USA; Department of Psychiatry, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06511, USA.
| | - Noah R Wolkowicz
- U.S. Department of Veterans Affairs, VA Connecticut Healthcare System, 950 Campbell Ave., West Haven, CT, 06516, USA; Department of Psychiatry, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06511, USA
| | - Shayna Cave
- Center for Innovation to Implementation (Ci2i), VA Palo Alto Health Care System, 795 Willow Rd, Menlo Park, CA, 94025, USA
| | - Steve Martino
- U.S. Department of Veterans Affairs, VA Connecticut Healthcare System, 950 Campbell Ave., West Haven, CT, 06516, USA; Department of Psychiatry, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06511, USA
| | - Robin Masheb
- U.S. Department of Veterans Affairs, VA Connecticut Healthcare System, 950 Campbell Ave., West Haven, CT, 06516, USA; Department of Psychiatry, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06511, USA
| | - Amanda M Midboe
- Center for Innovation to Implementation (Ci2i), VA Palo Alto Health Care System, 795 Willow Rd, Menlo Park, CA, 94025, USA; Division of Health Policy and Management, University of California Davis-School of Medicine, Davis, CA, USA
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20
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Hohmeier KC, Cernasev A, Leibold C, Moore TM, Schlesinger E, Arce I, Geminn W, Chisholm-Burns M, Cochran G. Patient reported goals for medications for opioid use disorder: A theory of proximal goal attainment. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 12:100345. [PMID: 37876851 PMCID: PMC10590992 DOI: 10.1016/j.rcsop.2023.100345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/03/2023] [Accepted: 10/05/2023] [Indexed: 10/26/2023] Open
Abstract
Background There exist substantial patient barriers to accessing medications for opioid use disorder (MOUD), including travel distance, stigma, and availability of MOUD providers. Yet, despite these barriers, there exists a subset of patients who possess the requisite motivation to seek and remain adherent to treatment. Objective To explore patient-derived goals in MOUD treatment-adherent patients. Methods This study used in-depth interviews with patients receiving methadone who were enrolled in opioid treatment programs (OTPs) across Tennessee. Participants were recruited from 12 different OTPs to participate in telephonic semi-structured interviews to a point of saturation. Participants had to be adherent to treatment, in treatment for 6 months or greater, and English speaking. Analysis occurred inductively using a constructivist approach to Grounded Theory. Results In total, 17 patient interviews were conducted in the spring of 2021. Participants described goal setting across three general stages of treatment: (1) addressing acute physical and emotional needs upon treatment entry, (2) development of supportive structure and routine to develop healthy skills facilitated by treatment team, and (3) identifying and pursuing future-focused goals not directly linked to treatment. A Proximal Goals in MOUD Framework is introduced. Conclusion In this qualitative study on patient reported goals in MOUD it was found that goals are transitory and relative to the stage of treatment. Further research is needed to better understand goal evolution over the course of treatment and its impact on treatment retention.
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Affiliation(s)
- Kenneth C. Hohmeier
- University of Tennessee Health Science Center, College of Pharmacy, Department of Clinical Pharmacy and Translational Science, Nashville, TN 37211, USA
| | - Alina Cernasev
- University of Tennessee Health Science Center, College of Pharmacy, Department of Clinical Pharmacy and Translational Science, Nashville, TN 37211, USA
| | - Christina Leibold
- University of Tennessee Health Science Center, College of Pharmacy, Department of Clinical Pharmacy and Translational Science, Nashville, TN 37211, USA
| | - Todd M. Moore
- University of Tennessee, Department of Psychology, Knoxville, TN 37996, USA
| | - Erica Schlesinger
- Tennessee Department of Mental Health & Substance Abuse Services, Nashville, TN 37243, USA
| | - Ileana Arce
- Tennessee Department of Mental Health & Substance Abuse Services, Nashville, TN 37243, USA
| | - Wesley Geminn
- Tennessee Department of Mental Health & Substance Abuse Services, Nashville, TN 37243, USA
| | - Marie Chisholm-Burns
- Oregon Health & Science University, Office of the Provost, Portland, OR 97239, USA
| | - Gerald Cochran
- University of Utah, Division of Epidemiology, Salt Lake City, UT 84112, USA
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Pasman E, O'Shay S, Brown S, Madden EF, Agius E, Resko SM. Ambivalence and contingencies: A qualitative examination of peer recovery coaches' attitudes toward medications for opioid use disorder. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 155:209121. [PMID: 37474006 DOI: 10.1016/j.josat.2023.209121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/18/2023] [Accepted: 07/11/2023] [Indexed: 07/22/2023]
Abstract
INTRODUCTION Peer recovery coaches (PRCs) are an important provider group affecting medications for opioid use disorder (MOUD) uptake and retention. However, some PRCs may have experiences and beliefs that do not align with the use of MOUD. This study examines PRCs' perceptions of MOUD and how PRCs' attitudes affect their interactions with clients. The article also explores factors influencing PRCs' attitudes. METHODS The study team conducted semi-structured interviews by phone with PRCs in Michigan (N = 34, July through September 2021). The study asked participants about their opinion of MOUD, how they help clients to make decisions about MOUD, and whether they have encountered negative attitudes toward MOUD in their work. Data analysis was guided by Tracy's (2020) iterative phronetic approach. RESULTS Nearly all PRCs acknowledged the social stigma surrounding MOUD. PRCs described the stigma toward MOUD as affecting treatment access, utilization, and recovery support. While most PRCs expressed support for many recovery pathways, support for MOUD was contingent on the type of medication and the conditions under which it is used. PRCs often described MOUD as acceptable only in the short-term when paired with psychosocial interventions, after nonpharmacological treatment attempts had failed. PRCs with concerns about MOUD reported sometimes avoiding discussions about MOUD with clients, spreading misinformation about MOUD, and encouraging clients to discontinue treatment. However, many PRCs expressed a desire to support clients' self-determination despite their own biases. CONCLUSIONS Findings highlight a need for education and stigma reduction among PRCs and point to specific areas for intervention. PRCs described deeply engrained beliefs about MOUD rooted in their own treatment histories and recovery practices. Provision of high-quality training and supervision to shift attitudes among PRCs will be key to increasing the use of MOUD.
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Affiliation(s)
- Emily Pasman
- School of Social Work, Wayne State University, 5447 Woodward Ave, Detroit, MI 48202, United States of America.
| | - Sydney O'Shay
- Department of Communication Studies & Philosophy, Utah State University, 0720 Old Main Hill, Logan, UT 84322, United States of America
| | - Suzanne Brown
- School of Social Work, Wayne State University, 5447 Woodward Ave, Detroit, MI 48202, United States of America
| | - Erin Fanning Madden
- Department of Family Medicine and Public Health Sciences, Wayne State University School of Medicine, 3939 Woodward Ave, Detroit, MI 48201, United States of America
| | - Elizabeth Agius
- School of Social Work, Wayne State University, 5447 Woodward Ave, Detroit, MI 48202, United States of America
| | - Stella M Resko
- School of Social Work, Wayne State University, 5447 Woodward Ave, Detroit, MI 48202, United States of America; Merrill Palmer Skillman Institute, Wayne State University, 71 E Ferry St, Detroit, MI 48202, United States of America
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22
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Liao S, Jang S, Tharp JA, Lester NA. Relationship between medication adherence for opioid use disorder and health care costs and health care events in a claims dataset. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 154:209139. [PMID: 37574167 DOI: 10.1016/j.josat.2023.209139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 05/29/2023] [Accepted: 08/09/2023] [Indexed: 08/15/2023]
Abstract
INTRODUCTION Medication for opioid use disorder (MOUD) has well-documented benefits for treating OUD, though its efficacy depends on patient adherence. We know little about outcomes of MOUD nonadherence compared to treatment regimens without MOUD, and this article aims to address the gap. This analysis focused on office-based MOUD treatment (buprenorphine and naltrexone) to evaluate the long-term impact of adherence on subsequent health care costs and health care events. METHODS With claims data from 2017 to 2019, we used propensity score (PS) weighting to create three comparable cohorts of patients: 1) Adherent: filled MOUD prescription & ≧80 % of days covered by MOUD (N = 1045); 2) Nonadherent: filled MOUD & < 80 % of days covered (N = 1116), 3) did not fill MOUD (N = 16,784). The study defined three time intervals based on a patient's most recent MOUD episode: A 6-month baseline period before initiation of MOUD or random index date for those with MOUD; a 6-month treatment period, during which adherence or nonadherence was established; and a 12-month follow-up period to evaluate outcome measures. The study used generalized PS methodology to examine the effect of proportion of days covered (PDC) as a continuous measure of adherence. RESULTS Among patients who filled MOUD, adherence to MOUD was significantly predicted by having less severe OUD, being older, having fewer inpatient visits and lower outpatient costs before the start of treatment. Adherent patients displayed significantly lower health care costs in the follow-up period compared to nonadherent MOUD patients, and lower odds of experiencing health care events. The nonadherent MOUD group displayed significantly higher odds of health care events compared to patients who had no evidence of receiving MOUD in claims data (NO-MOUD). Among patients prescribed MOUD, each 10 % increase in PDC was associated with a significant decrease in inpatient/outpatient costs and in odds of health care events. CONCLUSIONS This analysis aligns with previous findings about the importance of maintaining long-term adherence to MOUD in supporting patient outcomes. The results also suggest a novel finding that despite confounder control via PS methods, nonadherent patients display poorer outcomes compared to similar NO-MOUD patients.
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Affiliation(s)
- Shirley Liao
- Verily, 269 E Grand Ave, South San Francisco, CA, United States of America.
| | - Steve Jang
- Verily, 269 E Grand Ave, South San Francisco, CA, United States of America
| | - Jordan A Tharp
- Verily, 269 E Grand Ave, South San Francisco, CA, United States of America
| | - Natalie A Lester
- Verily, 269 E Grand Ave, South San Francisco, CA, United States of America; OneFifteen, 6636 Longshore St, Dublin, OH, United States of America
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Hollander MAG, Kennedy-Hendricks A, Schilling C, Meiselbach MK, Stuart EA, Huskamp HA, Busch AB, Eddelbuettel JCP, Barry CL, Eisenberg MD. Do High-Deductible Health Plans Incentivize Changing the Timing of Substance Use Disorder Treatment? Med Care Res Rev 2023; 80:530-539. [PMID: 37345300 PMCID: PMC10961140 DOI: 10.1177/10775587231180667] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/23/2023]
Abstract
A high-deductible health plan (HDHP) may incentivize enrollees to limit health care use at the beginning of a plan year, when they are responsible for 100% of costs, or to increase the use of care at the end of the year, when enrollees may have less cost exposure. We investigated both the impact of the deductible reset that occurs at the beginning of a plan year and the option to enroll in an HDHP on the use of substance use disorder (SUD) treatment services over the course of a health plan year. We found decreases in SUD treatment use following the increase in cost exposure related to a deductible reset. There was no variation in this behavior between HDHP offer enrollees and comparison enrollees who were not offered an HDHP. These findings reinforce that cost-sharing poses a barrier to SUD care and continuity of care, which can increase the risk of adverse clinical outcomes.
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Affiliation(s)
| | | | | | | | | | | | - Alisa B Busch
- Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | | | - Colleen L Barry
- Cornell Jeb E. Brooks School of Public Policy, Ithaca, NY, USA
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Leech AA, McNeer E, Roberts AW, Dusetzina SB, Lai P, Morgan JR, Patrick SW. Buprenorphine Out-of-Pocket Costs and Discontinuation in Privately Insured Adults With Opioid Use Disorder. JAMA Intern Med 2023; 183:1023-1026. [PMID: 37548972 PMCID: PMC10407758 DOI: 10.1001/jamainternmed.2023.2826] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 04/15/2023] [Indexed: 08/08/2023]
Abstract
This cohort study examined the association between out-of-pocket costs for an initial buprenorphine prescription and its discontinuation among commercially insured US adults with opioid use disorder.
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Affiliation(s)
- Ashley A. Leech
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Elizabeth McNeer
- Vanderbilt Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Andrew W. Roberts
- Department of Population Health, University of Kansas Medical Center, Kansas City
- Now with Aetion, Inc, New York, New York
| | - Stacie B. Dusetzina
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Pikki Lai
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Jake R. Morgan
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, Massachusetts
| | - Stephen W. Patrick
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt Center for Child Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee
- Mildred Stahlman Division of Neonatology, Vanderbilt University Medical Center, Nashville, Tennessee
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25
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Stringfellow EJ, Lim TY, DiGennaro C, Zhang Z, Paramasivam P, Bearnot B, Humphreys K, Jalali MS. Long-Term Effects of Increasing Buprenorphine Treatment Seeking, Duration, and Capacity on Opioid Overdose Fatalities: A Model-based Analysis. J Addict Med 2023; 17:439-446. [PMID: 37579104 PMCID: PMC10460819 DOI: 10.1097/adm.0000000000001153] [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: 02/18/2023]
Abstract
OBJECTIVES Because buprenorphine treatment of opioid use disorder reduces opioid overdose deaths (OODs), expanding access to care is an important policy and clinical care goal. Policymakers must choose within capacity limitations whether to expand the number of people with opioid use disorder who are treated or extend duration for existing patients. This inherent tradeoff could be made less acute with expanded buprenorphine treatment capacity. METHODS To inform such decisions, we used a validated simulation model to project the effects of increasing buprenorphine treatment-seeking, average episode duration, and capacity (patients per provider) on OODs in the United States from 2023 to 2033, varying the start time to assess the effects of implementation delays. RESULTS Results show that increasing treatment duration alone could cost lives in the short term by reducing capacity for new admissions yet save more lives in the long term than accomplished by only increasing treatment seeking. Increasing provider capacity had negligible effects. The most effective 2-policy combination was increasing capacity and duration simultaneously, which would reduce OODs up to 18.6% over a decade. By 2033, the greatest reduction in OODs (≥20%) was achieved when capacity was doubled and average duration reached 2 years, but only if the policy changes started in 2023. Delaying even a year diminishes the benefits. Treatment-seeking increases were equally beneficial whether they began in 2023 or 2025 but of only marginal benefit beyond what capacity and duration achieved. CONCLUSIONS If policymakers only target 2 policies to reduce OODs, they should be to increase capacity and duration, enacted quickly and aggressively.
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Affiliation(s)
| | - Tse Yang Lim
- Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA
- Harvard T.H. Chan School of Public Health, Boston, MA
| | - Catherine DiGennaro
- Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA
| | - Ziyuan Zhang
- Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | | | - Benjamin Bearnot
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA
| | - Keith Humphreys
- Veterans Affairs and Stanford University Medical Centers, Palo Alto, CA
| | - Mohammad S. Jalali
- Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA
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Samples H, Nowels MA, Williams AR, Olfson M, Crystal S. Buprenorphine After Nonfatal Opioid Overdose: Reduced Mortality Risk in Medicare Disability Beneficiaries. Am J Prev Med 2023; 65:19-29. [PMID: 36906496 PMCID: PMC10293066 DOI: 10.1016/j.amepre.2023.01.037] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 01/19/2023] [Accepted: 01/19/2023] [Indexed: 03/12/2023]
Abstract
INTRODUCTION Opioid-involved overdose mortality is a persistent public health challenge, yet limited evidence exists on the relationship between opioid use disorder treatment after a nonfatal overdose and subsequent overdose death. METHODS National Medicare data were used to identify adult (aged 18-64 years) disability beneficiaries who received inpatient or emergency treatment for nonfatal opioid-involved overdose in 2008-2016. Opioid use disorder treatment was defined as (1) buprenorphine, measured using medication days' supply, and (2) psychosocial services, measured as 30-day exposures from and including each service date. Opioid-involved overdose fatalities were identified in the year after nonfatal overdose using linked National Death Index data. Cox proportional hazards models estimated the associations between time-varying treatment exposures and overdose death. Analyses were conducted in 2022. RESULTS The sample (N=81,616) was mostly female (57.3%), aged ≥50 years (58.8%), and White (80.9%), with a significantly elevated overdose mortality rate, compared with the general U.S. population (standardized mortality ratio=132.4, 95% CI=129.9, 135.0). Only 6.5% of the sample (n=5,329) had opioid use disorder treatment after the index overdose. Buprenorphine (n=3,774, 4.6%) was associated with a significantly lower risk of opioid-involved overdose death (adjusted hazard ratio=0.38, 95% CI=0.23, 0.64), but opioid use disorder-related psychosocial treatment (n=2,405, 2.9%) was not associated with risk of death (adjusted hazard ratio=1.18, 95% CI=0.71, 1.95). CONCLUSIONS Buprenorphine treatment after nonfatal opioid-involved overdose was associated with a 62% reduction in the risk of opioid-involved overdose death. However, fewer than 1 in 20 individuals received buprenorphine in the subsequent year, highlighting a need to strengthen care connections after critical opioid-related events, particularly for vulnerable groups.
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Affiliation(s)
- Hillary Samples
- Center for Pharmacoepidemiology and Treatment Science, Rutgers Institute for Health, Health Care Policy and Aging Research, New Brunswick, New Jersey; Department of Health Behavior, Society and Policy, Rutgers School of Public Health, Piscataway, New Jersey.
| | - Molly A Nowels
- Department of Health Behavior, Society and Policy, Rutgers School of Public Health, Piscataway, New Jersey; Center for Health Services Research, Rutgers Institute for Health, Health Care Policy and Aging Research, New Brunswick, New Jersey
| | - Arthur R Williams
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York, New York
| | - Mark Olfson
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York, New York; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - Stephen Crystal
- Center for Health Services Research, Rutgers Institute for Health, Health Care Policy and Aging Research, New Brunswick, New Jersey; Rutgers School of Social Work, New Brunswick, New Jersey
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Treitler P, Nowels M, Samples H, Crystal S. Buprenorphine Utilization and Prescribing Among New Jersey Medicaid Beneficiaries After Adoption of Initiatives Designed to Improve Treatment Access. JAMA Netw Open 2023; 6:e2312030. [PMID: 37145594 PMCID: PMC10163388 DOI: 10.1001/jamanetworkopen.2023.12030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 03/20/2023] [Indexed: 05/06/2023] Open
Abstract
Importance Buprenorphine is underutilized as a treatment for opioid use disorder (OUD); state policies may improve buprenorphine access and utilization. Objective To assess buprenorphine prescribing trends following New Jersey Medicaid initiatives designed to improve access. Design, Setting, and Participants This cross-sectional interrupted time series analysis included New Jersey Medicaid beneficiaries who were prescribed buprenorphine and had 12 months continuous Medicaid enrollment, OUD diagnosis, and no Medicare dual eligibility, as well as physician or advanced practitioners who prescribed buprenorphine to Medicaid beneficiaries. The study used Medicaid claims data from 2017 to 2021. Exposure Implementation of New Jersey Medicaid initiatives in 2019 that removed prior authorizations, increased reimbursement for office-based OUD treatment, and established regional Centers of Excellence. Main Outcomes and Measures Rate of buprenorphine receipt per 1000 beneficiaries with OUD; percentage of new buprenorphine episodes lasting at least 180 days; buprenorphine prescribing rate per 1000 Medicaid prescribers, overall and by specialty. Results Of 101 423 Medicaid beneficiaries (mean [SD] age, 41.0 [11.6] years; 54 726 [54.0%] male; 30 071 [29.6%] Black, 10 143 [10.0%] Hispanic, and 51 238 [50.5%] White), 20 090 filled at least 1 prescription for buprenorphine from 1788 prescribers. Policy implementation was associated with an inflection point in buprenorphine prescribing trend; after implementation, the trend increased by 36%, from 1.29 (95% CI, 1.02-1.56) prescriptions per 1000 beneficiaries with OUD to 1.76 (95% CI, 1.46-2.06) prescriptions per 1000 beneficiaries with OUD. Among beneficiaries with new buprenorphine episodes, the percentage retained for at least 180 days was stable before and after initiatives were implemented. The initiatives were associated with an increase in the growth rate of buprenorphine prescribers (0.43 per 1000 prescribers; 95% CI, 0.34 to 0.51 per 1000 prescribers). Trends were similar across specialties, but increases were most pronounced among primary care and emergency medicine physicians (eg, primary care: 0.42 per 1000 prescribers; 95% CI, 0.32-0.53 per 1000 prescribers). Advanced practitioners accounted for a growing percentage of buprenorphine prescribers, with a monthly increase of 0.42 per 1000 prescribers (95% CI, 0.32-0.52 per 1000 prescribers). A secondary analysis to test for changes associated with non-state-specific secular trends in prescribing found that quarterly trends in buprenorphine prescriptions increased in New Jersey relative to all other states following initiative implementation. Conclusions and Relevance In this cross-sectional study of state-level New Jersey Medicaid initiatives designed to expand buprenorphine access, implementation was associated with an upward trend in buprenorphine prescribing and receipt. No change was observed in the percentage of new buprenorphine treatment episodes lasting 180 or more days, indicating that retention remains a challenge. Findings support implementation of similar initiatives but highlight the need for efforts to support long-term retention.
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Affiliation(s)
- Peter Treitler
- Institute for Health, Health Care Policy and Aging Research, Rutgers University, New Brunswick, New Jersey
- School of Social Work, Rutgers University, New Brunswick, New Jersey
| | - Molly Nowels
- Institute for Health, Health Care Policy and Aging Research, Rutgers University, New Brunswick, New Jersey
- School of Public Health, Rutgers University, Piscataway, New Jersey
| | - Hillary Samples
- Institute for Health, Health Care Policy and Aging Research, Rutgers University, New Brunswick, New Jersey
- School of Public Health, Rutgers University, Piscataway, New Jersey
| | - Stephen Crystal
- Institute for Health, Health Care Policy and Aging Research, Rutgers University, New Brunswick, New Jersey
- School of Social Work, Rutgers University, New Brunswick, New Jersey
- School of Public Health, Rutgers University, Piscataway, New Jersey
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Taylor EA, Cantor JH, Bradford AC, Simon K, Stein BD. Trends in Methadone Dispensing for Opioid Use Disorder After Medicare Payment Policy Changes. JAMA Netw Open 2023; 6:e2314328. [PMID: 37204793 PMCID: PMC10199341 DOI: 10.1001/jamanetworkopen.2023.14328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 04/06/2023] [Indexed: 05/20/2023] Open
Abstract
Importance A significant proportion of Medicare beneficiaries have a diagnosed opioid use disorder (OUD). Methadone and buprenorphine are both effective medications for the treatment of OUD (MOUDs); however, Medicare did not cover methadone until 2020. Objective To examine trends in methadone and buprenorphine dispensing among Medicare Advantage (MA) enrollees after 2 policy changes in 2020 related to methadone access. Design, Setting, and Participants This cross-sectional analysis of temporal trends in methadone and buprenorphine treatment dispensing assessed MA beneficiary claims from January 1, 2019, through March 31, 2022, captured by Optum's Clinformatics Data Mart. Of 9 870 791 MA enrollees included in the database, 39 252 had at least 1 claim for methadone, buprenorphine, or both during the study period. All available MA enrollees were included. Subanalyses by age and dual eligibility for Medicare and Medicaid status were conducted. Exposures Study exposures were (1) the Centers for Medicare & Medicaid Services (CMS) Medicare bundled payment reimbursement policy for OUD treatment and (2) the Substance Abuse and Mental Health Administration and CMS Medicare policies designed to facilitate access to treatment for OUD, specifically during the COVID-19 pandemic. Main Outcomes and Measures Study outcomes were trends in methadone and buprenorphine dispensing by beneficiary characteristics. National methadone and buprenorphine dispensing rates were calculated as claims-based dispensing rates per 1000 MA enrollees. Results Among the 39 252 MA enrollees with at least 1 MOUD dispensing claim (mean age, 58.6 [95% CI, 58.57-58.62] years; 45.9% female), 195 196 methadone claims and 540 564 buprenorphine pharmacy claims were identified, for a total of 735 760 dispensing claims. The methadone dispensing rate for MA enrollees was 0 in 2019 because the policy did not allow any payment until 2020. Claims rates per 1000 MA enrollees were low initially, increasing from 0.98 in the first quarter of 2020 to 4.71 in the first quarter of 2022. Increases were primarily associated with dually eligible beneficiaries and beneficiaries younger than 65 years. National buprenorphine dispensing rates were 4.64 per 1000 enrollees in quarter 1 of 2019, increasing to 7.45 per 1000 enrollees in quarter 1 of 2022. Conclusions and Relevance This cross-sectional study found that methadone dispensing increased among Medicare beneficiaries after the policy changes. Rates of buprenorphine dispensing did not provide evidence that beneficiaries substituted buprenorphine for methadone. The 2 new CMS policies represent an important first step in increasing access to MOUD treatment for Medicare beneficiaries.
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Affiliation(s)
| | | | - Ashley C. Bradford
- The Paul H. O’Neill School of Public and Environmental Affairs, Indiana University, Bloomington
| | - Kosali Simon
- The Paul H. O’Neill School of Public and Environmental Affairs, Indiana University, Bloomington
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Busch AB, Kennedy-Hendricks A, Schilling C, Stuart EA, Hollander M, Meiselbach MK, Barry CL, Huskamp HA, Eisenberg MD. Measurement Approaches to Estimating Methadone Continuity in Opioid Use Disorder Care. Med Care 2023; 61:314-320. [PMID: 36917776 PMCID: PMC10377507 DOI: 10.1097/mlr.0000000000001838] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/15/2023]
Abstract
BACKGROUND Long-term treatment with medications for opioid use disorder (OUD), including methadone, is lifesaving. There has been little examination of how to measure methadone continuity in claims data. OBJECTIVES To develop an approach for measuring methadone continuity in claims data, and compare estimates of methadone versus buprenorphine continuity. RESEARCH DESIGN Observational cohort study using de-identified commercial claims from OptumLabs Data Warehouse (January 1, 2017-June 30, 2021). SUBJECTS Individuals diagnosed with OUD, ≥1 methadone or buprenorphine claim and ≥180 days continuous enrollment (N=29,633). MEASURES OUD medication continuity: months with any use, days of continuous use, and proportion of days covered. RESULTS 5.4% (N=1607) of the study cohort had any methadone use. Ninety-seven percent of methadone claims (N=160,537) were from procedure codes specifically used in opioid treatment programs. Place of service and primary diagnosis codes indicated that several methadone procedure codes were not used in outpatient OUD care. Methadone billing patterns indicated that estimating days-supply based solely on dates of service and/or procedure codes would yield inaccurate continuity results and that an approach incorporating the time between service dates was more appropriate. Among those using methadone, mean [s.d.] months with any use, days of continuous use, and proportion of days covered were 4.8 [1.8] months, 79.7 [73.4] days, and 0.64 [0.36]. For buprenorphine, the corresponding continuity estimates were 4.6 [1.9], 80.7 [70.0], and 0.73 [0.35]. CONCLUSIONS Estimating methadone continuity in claims data requires a different approach than that for medications largely delivered by prescription fills, highlighting the importance of consistency and transparency in measuring methadone continuity across studies.
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Affiliation(s)
- Alisa B. Busch
- Mailstop 226, 115 Mill St., McLean Hospital, Belmont MA 02478
- 180 Longwood Ave, Department of Health Care Policy, Harvard Medical School, Boston, MA 02115
| | - Alene Kennedy-Hendricks
- 624 N. Broadway, Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Cameron Schilling
- 624 N. Broadway, Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Elizabeth A. Stuart
- 615 N. Wolfe St., Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Mara Hollander
- 624 N. Broadway, Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Mark K. Meiselbach
- 624 N. Broadway, Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Colleen L. Barry
- Cornell Jeb E. Brooks School of Public Policy, 2301G Martha Van Rensselaer Hall, 37 Forest Home Drive, Ithaca, NY 14853
| | - Haiden A. Huskamp
- 180 Longwood Ave, Department of Health Care Policy, Harvard Medical School, Boston, MA 02115
| | - Matthew D. Eisenberg
- 624 N. Broadway, Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
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CERDÁ MAGDALENA, KRAWCZYK NOA, KEYES KATHERINE. The Future of the United States Overdose Crisis: Challenges and Opportunities. Milbank Q 2023; 101:478-506. [PMID: 36811204 PMCID: PMC10126987 DOI: 10.1111/1468-0009.12602] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
Policy Points People are dying at record numbers from overdose in the United States. Concerted action has led to a number of successes, including reduced inappropriate opioid prescribing and increased availability of opioid use disorder treatment and harm-reduction efforts, yet ongoing challenges include criminalization of drug use and regulatory and stigma barriers to expansion of treatment and harm-reduction services. Priorities for action include investing in evidence-based and compassionate policies and programs that address sources of opioid demand, decriminalizing drug use and drug paraphernalia, enacting policies to make medication for opioid use disorder more accessible, and promoting drug checking and safe drug supply.
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Affiliation(s)
- MAGDALENA CERDÁ
- Center for Opioid Epidemiology and PolicyNYU Grossman School of Medicine
| | - NOA KRAWCZYK
- Center for Opioid Epidemiology and PolicyNYU Grossman School of Medicine
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Daniulaityte R, Nahhas RW, Silverstein S, Martins S, Carlson RG. Trajectories of non-prescribed buprenorphine and other opioid use: A multi-trajectory latent class growth analysis. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 147:208973. [PMID: 36804351 PMCID: PMC10044504 DOI: 10.1016/j.josat.2023.208973] [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: 05/26/2022] [Revised: 09/26/2022] [Accepted: 01/31/2023] [Indexed: 02/11/2023]
Abstract
INTRODUCTION With the increasing use of non-prescribed buprenorphine (NPB), we need more data to identify the longitudinal patterns of NPB use. The goal of this natural history study is to characterize heterogeneity in trajectories of NPB, other opioid use, and participation in medication for opioid disorder (MOUD) treatment among a community-recruited sample of individuals with current opioid use disorder (OUD). METHODS The study recruited a community-based sample of 357 individuals with OUD who used NPB in the past 6 months in Ohio, United States, for baseline and follow-up assessments (every 6 months for 2 years) of drug use, treatment participation, and other health and psychosocial characteristics. The study used multiple imputation to handle missing data. We used a multi-trajectory latent class growth analysis (MT-LCGA) to find salient groupings of participants based on the trajectories of NPB, other opioid use, and treatment participation. RESULTS Over time, NPB use frequency declined from a mean of 14.6 % of days at baseline to 3.6 % of days at 24-month follow-up along with declines in heroin/fentanyl (56.4 % to 23.6 % of days) and non-prescribed pharmaceutical opioid (NPPO) use (11.6 % to 1.5 % of days). Participation in MOUD treatment increased from a mean of 17.0 % of days at baseline to 52.4 % of days at 24 months. MT-LCGA identified a 6-class model. All six classes showed declines in NPB use. Class 1 (28 %) was characterized by high and increasing MOUD treatment utilization. Class 2 (21 %) showed sustained high levels of heroin/fentanyl use and had the lowest levels of NPB use (2.2 % of days) at baseline. Class 3 (3 %) was characterized as the primary NPPO use group. Class 4 (5 %) transitioned from high levels of NPB use to increased MOUD treatment utilization. It had the highest levels of NPB use at baseline (average of 80.7 % of days) that decreased to an average of 12.9 % of days at 24 months. Class 5 (16 %) showed transition from high levels of heroin/fentanyl use to increased MOUD treatment utilization. Class 6 (27 %) showed decreased heroin/fentanyl use over time and low MOUD treatment utilization. Classes showed varying levels of improvement in psychosocial functioning, polydrug use, and overdose risks. CONCLUSION Overall, our findings suggest that NPB use was generally self-limiting with individuals reducing their use over time as some engage in greater utilization of MOUD treatment. A need exists for continuing improvements in MOUD treatment access and retention.
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Affiliation(s)
- Raminta Daniulaityte
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States of America.
| | - Ramzi W Nahhas
- Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, United States of America; Department of Psychiatry, Boonshoft School of Medicine, Wright State University, United States of America
| | - Sydney Silverstein
- Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, United States of America
| | - Silvia Martins
- Department of Epidemiology Columbia University Mailman School of Public Health, United States of America
| | - Robert G Carlson
- Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, United States of America
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Roy PJ, Callaway Kim K, Suda K, Luo J, Wang X, Olejniczak D, Liebschutz JM. Impact of COVID-19-related regulatory changes on nationwide access to buprenorphine: An interrupted time series design. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 6:100135. [PMID: 36694665 PMCID: PMC9851915 DOI: 10.1016/j.dadr.2023.100135] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 01/17/2023] [Accepted: 01/18/2023] [Indexed: 01/22/2023]
Abstract
Background The impact of COVID-19-related healthcare changes on access to buprenorphine (BUP) nationwide in the US is unknown. Methods We conducted an interrupted time series with the IQVIA LRx database. The study timeline included BUP prescriptions from 52 weeks before (2/23/19-2/21/20) to 52 weeks after (4/4/20-4/2/21) the initial pandemic period (2/22/20-4/3/20). Segmented regression estimated relative changes in total milligrams (MG) of BUP available per week nationwide at 1, 26, and 52 weeks post-initial-pandemic. We evaluated treatment disruptions in previously stable patients, defined as ≥6 months of BUP prescriptions. Results A total of 31 617 849 prescriptions were included. Total MG BUP dispensed increased at 1 and 26 weeks and then returned to baseline trends at 52 weeks post-initial pandemic period (4.1% [95% CI: 3.7,4.5], 2.1% [1.5,2.6], 0.1% [-0.6,0.9]). Stably-treated patients saw a decrease in 7-, 14-, and 28-day treatment disruptions at 52 weeks post-initial-pandemic period (-21.6% [-25.6,-17.7]; -10.8% [-16.3,-5.3]; -27.3% [-33.0,-21.6]). Men retained an increase in MG BUP compared to women at 52 weeks (0.7% [0.01,1.4] versus -0.6% [-1.5,0.2]). Younger age groups (18-29 years and 30-39 years) had a decrease in MG BUP at 52 weeks compared to expected baseline trend (-16.6 [-24.2, -9.0]; -1.6 [-3.0, -0.1). Patients with Medicaid demonstrated an increase in MG BUP at 52 weeks (8.3% [6.3,10.3]). MG BUP prescribed by APP prescribing increased by over 140 000 mg per week prior to the pandemic and continued to increase. Conclusions Regulatory changes around buprenorphine prescribing facilitated patient access to buprenorphine during the pandemic.
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Affiliation(s)
- Payel Jhoom Roy
- Department of Medicine, UPMC/University of Pittsburgh, Pittsburgh, PA, United States
| | - Katherine Callaway Kim
- Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Katie Suda
- Department of Medicine, UPMC/University of Pittsburgh, Pittsburgh, PA, United States
- Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, United States
| | - Jing Luo
- Department of Medicine, UPMC/University of Pittsburgh, Pittsburgh, PA, United States
| | - Xiaoming Wang
- National Institute on Drug Abuse, Bethesda, MD, United States
| | - Donna Olejniczak
- Department of Medicine, UPMC/University of Pittsburgh, Pittsburgh, PA, United States
| | - Jane M Liebschutz
- Department of Medicine, UPMC/University of Pittsburgh, Pittsburgh, PA, United States
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Abstract
BACKGROUND This analysis describes participants' opioid use disorder (OUD) outcomes for 18 months after discontinuing extended-release buprenorphine injection (BUP-XR, SUBLOCADE). METHODS The RECOVER (Remission From Chronic Opioid Use: Studying Environmental and Socioeconomic Factors on Recovery) study recruited participants from BUP-XR clinical trials (NCT02357901, NCT025100142, and NCT02896296) to assess whether there were sustained benefits after leaving the trial. Abstinence from opioids and from all illicit substances (excluding medical cannabis), health-related quality of life, depression, and employment were measured after BUP-XR discontinuation and change in outcomes assessed at 6, 12, and 18 months. Results were analyzed within the full cohort and by duration of BUP-XR treatment (0-2 months, 3-5 months, 6-11 months, 12 months, or 13-18 months) with and without inverse probability weights adjusting for differences in baseline characteristics. RESULTS Of 533 participants, 529 were assessed over the 18-month study period. Further posttrial pharmacotherapy was reported by 33% of participants. At RECOVER baseline, longer BUP-XR was associated with higher abstinence (0-2 months BUP-XR [n = 116]: 38.8%; 3-5 months BUP-XR [n = 61]: 41.0%; 6-11 months BUP-XR [n = 86]: 68.6%; 12 months BUP-XR [n = 135]: 71.9%; 18 months BUP-XR [n = 131]: 88.2%) and greater 12-Item Short Form Health Survey mental component scores. Over 60% of participants had stable or improved outcomes at 6, 12, and 18 months assessments. Overall 47% of participants self-reported sustained opioid abstinence for the full 18-month follow-up, with greater sustained abstinence associated with longer BUP-XR treatment duration. A sensitivity analysis, removing patients receiving medications for OUD, yielded similar results. CONCLUSIONS Participants from BUP-XR clinical trials who continued into RECOVER maintained or improved on numerous outcomes over 18 months, demonstrating the long-term positive impact of OUD pharmacotherapy.
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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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Smart R, Kim JY, Kennedy S, Tang L, Allen L, Crane D, Mack A, Mohamoud S, Pauly N, Perez R, Donohue J. Association of polysubstance use disorder with treatment quality among Medicaid beneficiaries with opioid use disorder. J Subst Abuse Treat 2023; 144:108921. [PMID: 36327615 PMCID: PMC10664516 DOI: 10.1016/j.jsat.2022.108921] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 08/22/2022] [Accepted: 10/23/2022] [Indexed: 11/06/2022]
Abstract
INTRODUCTION The opioid crisis is transitioning to a polydrug crisis, and individuals with co-occurring substance use disorder (SUDs) often have unique clinical characteristics and contextual barriers that influence treatment needs, engagement in treatment, complexity of treatment planning, and treatment retention. METHODS Using Medicaid data for 2017-2018 from four states participating in a distributed research network, this retrospective cohort study documents the prevalence of specific types of co-occurring SUD among Medicaid enrollees with an opioid use disorder (OUD) diagnosis, and assesses the extent to which different SUD presentations are associated with differential patterns of MOUD and psychosocial treatments. RESULTS We find that more than half of enrollees with OUD had a co-occurring SUD, and the most prevalent co-occurring SUD was for "other psychoactive substances", indicated among about one-quarter of enrollees with OUD in each state. We also find some substantial gaps in MOUD treatment receipt and engagement for individuals with OUD and a co-occurring SUD, a group representing more than half of individuals with OUD. In most states, enrollees with OUD and alcohol, cannabis, or amphetamine use disorder are significantly less likely to receive MOUD compared to enrollees with OUD only. In contrast, enrollees with OUD and other psychoactive SUD were significantly more likely to receive MOUD treatment. Conditional on MOUD receipt, enrollees with co-occurring SUDs had 10 % to 50 % lower odds of having a 180-day period of continuous MOUD treatment, an important predictor of better patient outcomes. Associations with concurrent receipt of MOUD and behavioral counseling were mixed across states and varied depending on co-occurring SUD type. CONCLUSIONS Overall, ongoing progress toward increasing access to and quality of evidence-based treatment for OUD requires further efforts to ensure that individuals with co-occurring SUDs are engaged and retained in effective treatment. As the opioid crisis evolves, continued changes in drug use patterns and populations experiencing harms may necessitate new policy approaches that more fully address the complex needs of a growing population of individuals with OUD and other types of SUD.
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Affiliation(s)
- Rosanna Smart
- Drug Policy Research Center, RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, United States of America.
| | - Joo Yeon Kim
- Department of Health Policy and Management, University of Pittsburgh, 130 DeSoto Street, Crabtree Hall A635, Pittsburgh, PA 15261, United States of America.
| | - Susan Kennedy
- AcademyHealth, 1666 K Street NW, Suite 1100, Washington, DC 20006, United States of America.
| | - Lu Tang
- Department of Biostatistics, University of Pittsburgh, 130 DeSoto Street, Pittsburgh, PA 15261, United States of America.
| | - Lindsay Allen
- Department of Emergency Medicine, Buehler Center for Health Policy & Economics, Northwestern University, 750 N. Lake Shore Drive, Evanston, IL 60611, United States of America.
| | - Dushka Crane
- Government Resource Center, The Ohio State University, 150 Pressey Hall, 1070 Carmack Road, Columbus, OH 43210, United States of America.
| | - Aimee Mack
- Government Resource Center, The Ohio State University, 150 Pressey Hall, 1070 Carmack Road, Columbus, OH 43210, United States of America.
| | - Shamis Mohamoud
- The Hilltop Institute, University of Maryland Baltimore County, Sondheim Hall, Third Floor, 1000 Hilltop Circle, Baltimore, MD 21250, United States of America.
| | - Nathan Pauly
- Manatt Health Strategies, 151 N Franklin Street, Suite 2600, Chicago, IL 60606, United States of America.
| | - Rosa Perez
- The Hilltop Institute, University of Maryland Baltimore County, Sondheim Hall, Third Floor, 1000 Hilltop Circle, Baltimore, MD 21250, United States of America.
| | - Julie Donohue
- Department of Health Policy and Management, University of Pittsburgh, 130 DeSoto Street, Crabtree Hall A635, Pittsburgh, PA 15261, United States of America.
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Bresett JW, Kruse-Diehr AJ. Medications for Opioid Use Disorder in Rural United States: A Critical Review of the Literature, 2004-2021. Subst Use Misuse 2023; 58:111-118. [PMID: 36420639 DOI: 10.1080/10826084.2022.2149244] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND The opioid epidemic continues to be problematic in the United States (US). Medications for opioid use disorder (MOUD) are a commonly used evidence-based approach to treating affected individuals, but little is known about its use in the rural US. We reviewed published literature and summarized access, barriers, and approaches to MOUD delivery in rural areas. METHODS We conducted a search using databases in EBSCOhost, such as Academic Search Complete, Medline, and APA PsycArticles, using a priori aims. Articles published after 2004 were included if they were cross-sectional, analyzed secondary data, collected quantitative or qualitative primary data, were longitudinal or reported intervention results. Studies were excluded if they were conducted outside the US or did not present data. RESULTS A total of 13 articles met all criteria. Themes from the articles included increase in rural areas with waivered physicians able to prescribe buprenorphine, barriers to physician prescribing, waivered physicians choosing not to prescribe, and inability to assess quality of MOUD practices in rural US settings. CONCLUSIONS Additional studies of MOUD delivery in rural areas are needed to help explicate themes found in this review. Having a stronger understanding of prescribers operating practices and program roll-out in rural areas may help address some identified barriers and deliver a stronger quality treatment practice for individuals with substance-use disorder.
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Affiliation(s)
- John W Bresett
- School of Human Sciences, Southern Illinois University at Carbondale, Carbondale, Illinois, USA
| | - Aaron J Kruse-Diehr
- Department of Family and Community Medicine, University of Kentucky College of Medicine, Lexington, Kentucky, USA
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Burns M, Tang L, Chang CCH, Kim JY, Ahrens K, Allen L, Cunningham P, Gordon AJ, Jarlenski MP, Lanier P, Mauk R, McDuffie MJ, Mohamoud S, Talbert J, Zivin K, Donohue J. Duration of medication treatment for opioid-use disorder and risk of overdose among Medicaid enrollees in 11 states: a retrospective cohort study. Addiction 2022; 117:3079-3088. [PMID: 35652681 PMCID: PMC10683938 DOI: 10.1111/add.15959] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 05/13/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND AND AIMS Medication for opioid use disorder (MOUD) reduces harms associated with opioid use disorder (OUD), including risk of overdose. Understanding how variation in MOUD duration influences overdose risk is important as health-care payers increasingly remove barriers to treatment continuation (e.g. prior authorization). This study measured the association between MOUD continuation, relative to discontinuation, and opioid-related overdose among Medicaid beneficiaries. DESIGN Retrospective cohort study using landmark survival analysis. We estimated the association between treatment continuation and overdose risk at 5 points after the index, or first, MOUD claim. Censoring events included death and disenrollment. SETTING AND PARTICIPANTS Medicaid programs in 11 US states: Delaware, Kentucky, Maryland, Maine, Michigan, North Carolina, Ohio, Pennsylvania, Virginia, West Virginia and Wisconsin. A total of 293 180 Medicaid beneficiaries aged 18-64 years with a diagnosis of OUD and had a first MOUD claim between 2016 and 2017. MEASUREMENTS MOUD formulations included methadone, buprenorphine and naltrexone. We measured medically treated opioid-related overdose within claims within 12 months of the index MOUD claim. FINDINGS Results were consistent across states. In pooled results, 5.1% of beneficiaries had an overdose, and 67% discontinued MOUD before an overdose or censoring event within 12 months. Beneficiaries who continued MOUD beyond 60 days had a lower relative overdose hazard ratio (HR) compared with those who discontinued by day 60 [HR = 0.39; 95% confidence interval (CI) = 0.36-0.42; P < 0.0001]. MOUD continuation was associated with lower overdose risk at 120 days (HR = 0.34; 95% CI = 0.31-0.37; P < 0.0001), 180 days (HR = 0.31; 95% CI = 0.29-0.34; P < 0.0001), 240 days (HR = 0.29; 95% CI = 0.26-0.31; P < 0.0001) and 300 days (HR = 0.28; 95% CI = 0.24-0.32; P < 0.0001). The hazard of overdose was 10% lower with each additional 60 days of MOUD (95% CI = 0.88-0.92; P < 0.0001). CONCLUSIONS Continuation of medication for opioid use disorder (MOUD) in US Medicaid beneficiaries was associated with a substantial reduction in overdose risk up to 12 months after the first claim for MOUD.
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Affiliation(s)
- Marguerite Burns
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin, Madison, WI
| | - Lu Tang
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Chung-Chou H. Chang
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Joo Yeon Kim
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Katherine Ahrens
- Public Health Program, Muskie School of Public Service, University of Southern Maine, Portland, ME
| | - Lindsay Allen
- Health Policy, Management, and Leadership Department, School of Public Health, West Virginia University, Morgantown, WV
| | - Peter Cunningham
- Health Behavior and Policy Department, School of Medicine, Virginia Commonwealth University, Richmond, VA
| | - Adam J. Gordon
- Department of Medicine and Department of Psychiatry, School of Medicine, University of Utah, Salt Lake City, UT
| | - Marian P. Jarlenski
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Paul Lanier
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Rachel Mauk
- Government Resource Center, Ohio Colleges of Medicine, The Ohio State University, Columbus, OH
| | - Mary Joan McDuffie
- Center for Community Research & Service, Biden School of Public Policy and Administration, University of Delaware, Newark, DE
| | - Shamis Mohamoud
- The Hilltop Institute, University of Maryland Baltimore County, Baltimore, MD
| | - Jeffery Talbert
- Division of Biomedical Informatics, College of Medicine, University of Kentucky, Lexington, KY
| | - Kara Zivin
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, MI
| | - Julie Donohue
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
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Williams AR. Commentary on Burns et al: MOUD saves lives, especially after 60 days, and the longer the better. Addiction 2022; 117:3089-3090. [PMID: 36100579 PMCID: PMC9633431 DOI: 10.1111/add.16043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 08/30/2022] [Indexed: 11/29/2022]
Abstract
Scaling interventions and treatment services to reduce mortality stemming from OUD is critical for turning back the opioid epidemic, yet empiric data are lacking regarding how risk changes over the course of care. Burns et al show substantial reductions in hazards of overdose accrue after 60 continuous days on medication.
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Affiliation(s)
- Arthur Robin Williams
- Columbia University College of Physicians and Surgeons - Psychiatry, New York, NY, USA
- Ophelia Health, Inc., New York, NY, USA
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Cunningham P, Barnes A, Mohamoud S, Allen L, Talbert J, Jarlenski MP, Kim JY, Gordon AJ, Tang L, Chang CCH, Junker S, Mauk R, Ahrens K, Austin AE, Clark S, McDuffie MJ, Kennedy S, Donohue JM, Burns M. Follow-up after ED visits for opioid use disorder: Do they reduce future overdoses? J Subst Abuse Treat 2022; 142:108807. [PMID: 35649885 PMCID: PMC10775919 DOI: 10.1016/j.jsat.2022.108807] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/30/2022] [Accepted: 05/13/2022] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Follow-up visits within 7 days of an emergency department (ED) visit related to opioid use disorder (OUD) is a key measure of treatment quality, but we know little about its protective effect on future opioid-related overdoses. The objective this paper is to examine the rate of 7-day follow-up after an OUD-related ED visit and the association with future overdoses. METHODS Retrospective analysis of Medicaid enrollees in 11 states that had an OUD-related ED visit from 2016 through 2018. Each state used Cox proportional hazard models to estimate the association between having a follow-up visit within 7 days of an OUD-related ED visit, and an overdose within 6 months of the ED visit. State analyses were pooled to generate global estimates using random effects meta-analysis. RESULTS Among 114,945 Medicaid enrollees with an OUD-related ED visit, 15.7% had a follow-up visit within 7 days. State-specific rates varied from 7.2% to 22.4% across the 11 states. Compared to those with no follow-up visit, enrollees with a follow-up visit were more likely to be female, non-Hispanic White, less likely to have had an overdose or other substance use disorder at the time of the ED visit, and much more likely to have been receiving MOUD treatment prior to the ED visit. Global estimates based on multivariate analysis showed that having a 7-day follow-up visit was associated with a lower likelihood of overdose within 6 months of the index ED visit (HR = 0.91, CI = 0.84, 0.99). However, states had considerable heterogeneity in this association, with only two states having statistically significant results. CONCLUSIONS Among Medicaid enrollees with OUD, having a follow-up visit 7 days after an ED visit is protective against fatal or nonfatal overdose within 6 months, although the association varies considerably across states. Although the association with future overdoses was relatively modest, both practitioners and policymakers should seek to increase the number of Medicaid enrollees with OUD who receive follow-up care within 7 days after an ED visit.
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Affiliation(s)
- Peter Cunningham
- Department of Health Behavior and Policy, Virginia
Commonwealth University School of Medicine, Richmond, VA
| | - Andrew Barnes
- Department of Health Behavior and Policy, Virginia
Commonwealth University School of Medicine, Richmond, VA
| | - Shamis Mohamoud
- The Hilltop Institute, University of Maryland Baltimore
County, Baltimore, MD
| | - Lindsay Allen
- Health Policy, Management, and Leadership Department,
School of Public Health, West Virginia University, Morgantown, WV
| | - Jeff Talbert
- Division of Biomedical Informatics, College of Medicine,
University of Kentucky, Lexington, KY
| | - Marian P. Jarlenski
- Department of Health Policy and Management, Graduate School
of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Joo Yeon Kim
- Department of Health Policy and Management, Graduate School
of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Adam J. Gordon
- Department of Medicine and Department of Psychiatry, School
of Medicine, University of Utah, Salt Lake City, UT
| | - Lu Tang
- Department of Biostatistics, Graduate School of Public
Health, University of Pittsburgh, Pittsburgh, PA
| | - Chung-Chou H. Chang
- Department of Medicine, School of Medicine, University of
Pittsburgh, Pittsburgh, PA
| | - Stefanie Junker
- Department of Health Policy and Management, Graduate School
of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Rachel Mauk
- Government Resource Center, Ohio Colleges of Medicine, The
Ohio State University, Columbus, OH
| | - Katherine Ahrens
- Public Health Program, Muskie School of Public Service,
University of Southern Maine, Portland, ME
| | - Anna E. Austin
- Department of Maternal and Child Health, Gillings School
of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill,
NC
| | - Sarah Clark
- Department of Pediatrics, School of Medicine, University
of Michigan, Ann Arbor, MI
| | - Mary Joan McDuffie
- Center for Community Research & Service, Biden School
of Public Policy and Administration, University of Delaware, Newark, DE
| | | | - Julie M. Donohue
- Department of Health Policy and Management, Graduate School
of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Marguerite Burns
- Department of Population Health Sciences, School of
Medicine and Public Health, University of Wisconsin, Madison, WI
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Williams AR, Mauro CM, Feng T, Wilson A, Cruz A, Olfson M, Crystal S, Samples H, Chiodo L. Performance Measurement for Opioid Use Disorder Medication Treatment and Care Retention. Am J Psychiatry 2022:appiajp20220456. [PMID: 36285405 PMCID: PMC10130230 DOI: 10.1176/appi.ajp.20220456] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Arthur Robin Williams
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center (Williams, Olfson); Columbia University Mailman School of Public Health (Mauro, Olfson); Research Foundation for Mental Hygiene, New York (Feng); Addiction Research and Education Foundation, Florence, Mass. (Wilson, Cruz); North-Star Care, Inc. Gig Harbor, Wash. (Wilson); Institute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, N.J. (Crystal, Samples); University of Massachusetts Amherst, School of Nursing, Amherst, Mass. (Chiodo)
| | - Christine M Mauro
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center (Williams, Olfson); Columbia University Mailman School of Public Health (Mauro, Olfson); Research Foundation for Mental Hygiene, New York (Feng); Addiction Research and Education Foundation, Florence, Mass. (Wilson, Cruz); North-Star Care, Inc. Gig Harbor, Wash. (Wilson); Institute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, N.J. (Crystal, Samples); University of Massachusetts Amherst, School of Nursing, Amherst, Mass. (Chiodo)
| | - Tianshu Feng
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center (Williams, Olfson); Columbia University Mailman School of Public Health (Mauro, Olfson); Research Foundation for Mental Hygiene, New York (Feng); Addiction Research and Education Foundation, Florence, Mass. (Wilson, Cruz); North-Star Care, Inc. Gig Harbor, Wash. (Wilson); Institute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, N.J. (Crystal, Samples); University of Massachusetts Amherst, School of Nursing, Amherst, Mass. (Chiodo)
| | - Amanda Wilson
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center (Williams, Olfson); Columbia University Mailman School of Public Health (Mauro, Olfson); Research Foundation for Mental Hygiene, New York (Feng); Addiction Research and Education Foundation, Florence, Mass. (Wilson, Cruz); North-Star Care, Inc. Gig Harbor, Wash. (Wilson); Institute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, N.J. (Crystal, Samples); University of Massachusetts Amherst, School of Nursing, Amherst, Mass. (Chiodo)
| | - Angelo Cruz
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center (Williams, Olfson); Columbia University Mailman School of Public Health (Mauro, Olfson); Research Foundation for Mental Hygiene, New York (Feng); Addiction Research and Education Foundation, Florence, Mass. (Wilson, Cruz); North-Star Care, Inc. Gig Harbor, Wash. (Wilson); Institute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, N.J. (Crystal, Samples); University of Massachusetts Amherst, School of Nursing, Amherst, Mass. (Chiodo)
| | - Mark Olfson
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center (Williams, Olfson); Columbia University Mailman School of Public Health (Mauro, Olfson); Research Foundation for Mental Hygiene, New York (Feng); Addiction Research and Education Foundation, Florence, Mass. (Wilson, Cruz); North-Star Care, Inc. Gig Harbor, Wash. (Wilson); Institute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, N.J. (Crystal, Samples); University of Massachusetts Amherst, School of Nursing, Amherst, Mass. (Chiodo)
| | - Stephen Crystal
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center (Williams, Olfson); Columbia University Mailman School of Public Health (Mauro, Olfson); Research Foundation for Mental Hygiene, New York (Feng); Addiction Research and Education Foundation, Florence, Mass. (Wilson, Cruz); North-Star Care, Inc. Gig Harbor, Wash. (Wilson); Institute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, N.J. (Crystal, Samples); University of Massachusetts Amherst, School of Nursing, Amherst, Mass. (Chiodo)
| | - Hillary Samples
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center (Williams, Olfson); Columbia University Mailman School of Public Health (Mauro, Olfson); Research Foundation for Mental Hygiene, New York (Feng); Addiction Research and Education Foundation, Florence, Mass. (Wilson, Cruz); North-Star Care, Inc. Gig Harbor, Wash. (Wilson); Institute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, N.J. (Crystal, Samples); University of Massachusetts Amherst, School of Nursing, Amherst, Mass. (Chiodo)
| | - Lisa Chiodo
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center (Williams, Olfson); Columbia University Mailman School of Public Health (Mauro, Olfson); Research Foundation for Mental Hygiene, New York (Feng); Addiction Research and Education Foundation, Florence, Mass. (Wilson, Cruz); North-Star Care, Inc. Gig Harbor, Wash. (Wilson); Institute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, N.J. (Crystal, Samples); University of Massachusetts Amherst, School of Nursing, Amherst, Mass. (Chiodo)
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Bozinoff N, Men S, Kurdyak P, Selby P, Gomes T. Prescribing Characteristics Associated With Opioid Overdose Following Buprenorphine Taper. JAMA Netw Open 2022; 5:e2234168. [PMID: 36173629 PMCID: PMC9523505 DOI: 10.1001/jamanetworkopen.2022.34168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Retention in buprenorphine therapy is associated with a lower risk of opioid overdose. Nevertheless, many patients discontinue treatment, and there is limited evidence to guide buprenorphine tapering. OBJECTIVE To understand what prescribing characteristics are associated with opioid overdose following buprenorphine taper. DESIGN, SETTING, AND PARTICIPANTS This is a population-based, retrospective, cohort study of adults who were maintained on buprenorphine for at least 60 days and underwent a buprenorphine taper. The study was conducted in the Canadian province of Ontario, using linked administrative health data. New buprenorphine treatment episodes were accrued between January 1, 2013, and January 1, 2019, and the maximum follow-up was April 30, 2020. Data analysis was performed from December 2020 to August 2022. EXPOSURES The primary exposure of interest was time to taper initiation (≤1 year vs >1 year). Secondary exposures included mean rate of taper, percentage days during which the dose was decreasing, and taper duration. MAIN OUTCOMES AND MEASURES The primary outcome measure was time to fatal or nonfatal opioid overdose within 18 months following treatment discontinuation. RESULTS Among 5774 individuals, the median (IQR) age at index date was 34 (28-44) years, and 3462 individuals (60.0%) were male. Time to taper initiation longer than 1 year vs 1 year or less (6.73 vs 10.35 overdoses per 100 person-years; adjusted hazard ratio [aHR], 0.69; 95% CI, 0.48-0.997), a lower mean rate of taper (≤2 mg per month, 6.95 overdoses per 100 person-years; >2 to ≤4 mg per month, 11.48 overdoses per 100 person-years; >4 mg per month, 17.27 overdoses per 100 person-years; ≤2 mg per month vs >4 mg per month, aHR, 0.65; 95% CI, 0.46-0.91; >2 to ≤4 mg per month vs >4 mg per month, aHR, 0.69; 95% CI, 0.51-0.93), and dose decreases in 1.75% or less of days vs more than 3.50% of days during the taper period (5.87 vs 13.87 overdoses per 100 person-years; aHR, 0.64; 95% CI, 0.43-0.93) were associated with reduced risk of opioid overdose; however, taper duration was not. CONCLUSIONS AND RELEVANCE In this retrospective cohort study, buprenorphine tapers undertaken after at least 1 year of therapy, a slower rate of taper, and a lower percentage of days during which the dose was decreasing were associated with a significantly lower risk of opioid overdose, regardless of taper duration. These findings underscore the importance of a carefully planned taper and could contribute to reduction in opioid-related overdose death.
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Affiliation(s)
- Nikki Bozinoff
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | - Paul Kurdyak
- ICES, Toronto, Ontario, Canada
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Peter Selby
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Tara Gomes
- ICES, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St Michael’s Hospital, Toronto, Ontario, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario
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Samples H, Williams AR, Crystal S, Olfson M. Psychosocial and behavioral therapy in conjunction with medication for opioid use disorder: Patterns, predictors, and association with buprenorphine treatment outcomes. J Subst Abuse Treat 2022; 139:108774. [PMID: 35337716 PMCID: PMC9187597 DOI: 10.1016/j.jsat.2022.108774] [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: 10/29/2021] [Revised: 02/02/2022] [Accepted: 03/15/2022] [Indexed: 12/01/2022]
Abstract
INTRODUCTION Current evidence indicates that buprenorphine is a highly effective treatment for opioid use disorder (OUD), though premature medication discontinuation is common. Research on concurrent psychosocial and behavioral therapy services and related outcomes is limited. The goal of this study was to define patterns of OUD-related psychosocial and behavioral therapy services received in the first 6 months after buprenorphine initiation, identify patients' characteristics associated with service patterns, and examine the course of buprenorphine treatment, including the association of therapy with medication treatment duration. METHODS We analyzed 2013-2018 MarketScan Multi-State Medicaid claims data. The sample included adults aged 18-64 years at buprenorphine initiation with treatment episodes of at least 7 days (n = 61,976). We used group-based trajectory models to define therapy service patterns and multinomial logistic regression to identify pre-treatment patient characteristics associated with therapy trajectories. Multinomial propensity-score weighted Cox proportional hazards regression estimated time to buprenorphine discontinuation and unweighted Cox proportional hazards models estimated risk of adverse health care events during buprenorphine treatment (all-cause and opioid-related inpatient and emergency department services, overdose treatment). RESULTS We identified three trajectories of psychosocial and behavioral therapy services: none (73.8%), low-intensity (17.2%), and high-intensity (9.0%). Compared to those without therapy, low-intensity and high-intensity service patterns were associated with behavioral health diagnoses and medical treatment for opioid overdose in the baseline period prior to buprenorphine initiation. The hazard of buprenorphine discontinuation was significantly lower for low-intensity (HR = 0.55; 95% CI, 0.54-0.57) and high-intensity (HR = 0.71; 95% CI, 0.67-0.74) therapy groups compared to those without therapy services. Yet patients in the high-intensity therapy group had increased risk of opioid-related health care events during buprenorphine treatment, including medical treatment for opioid overdose (HR = 1.29; 95% CI, 1.01-1.64). CONCLUSION Most patients received little or no OUD-related psychosocial and behavioral therapy after initiating buprenorphine treatment. Patients who received therapy had characteristics indicating greater treatment needs as well as more complex treatment courses. Concurrent therapy services may help to address premature buprenorphine discontinuation, particularly for patients with high-risk clinical profiles; however, future prospective research should determine whether therapy is effective for extending buprenorphine retention.
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Affiliation(s)
- Hillary Samples
- Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St., New Brunswick, NJ 08901, United States of America; Department of Health Behavior, Society and Policy, Rutgers School of Public Health, 683 Hoes Lane West, Piscataway, NJ 08854, United States of America.
| | - Arthur Robin Williams
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, 1051 Riverside Dr., New York, NY 10032, United States of America.
| | - Stephen Crystal
- Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St., New Brunswick, NJ 08901, United States of America; School of Social Work, Rutgers University, 120 Albany Street, Tower One - Suite 200, New Brunswick, NJ 08901, United States of America.
| | - Mark Olfson
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, 1051 Riverside Dr., New York, NY 10032, United States of America; Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W. 168th St., New York, NY 10032, United States of America.
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Williams AR, Mauro CM, Feng T, Wilson A, Cruz A, Olfson M, Crystal S, Samples H, Chiodo L. Non-prescribed buprenorphine preceding treatment intake and clinical outcomes for opioid use disorder. J Subst Abuse Treat 2022; 139:108770. [PMID: 35337715 PMCID: PMC9187606 DOI: 10.1016/j.jsat.2022.108770] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 02/01/2022] [Accepted: 03/12/2022] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Successful retention on buprenorphine improves outcomes for opioid use disorder (OUD); however, we know little about associations between use of non-prescribed buprenorphine (NPB) preceding treatment intake and clinical outcomes. METHODS The study conducted observational retrospective analysis of abstracted electronic health record (EHR) data from a multi-state nationwide office-based opioid treatment program. The study observed a random sample of 1000 newly admitted patients with OUD for buprenorphine maintenance (2015-2018) for up to 12 months following intake. We measured use of NPB by mandatory intake drug testing and manual EHR coding. Outcomes included hazards of treatment discontinuation and rates of opioid use. RESULTS Compared to patients testing negative for buprenorphine at intake, those testing positive (59.6%) had lower hazards of treatment discontinuation (HR = 0.52, 95% CI: 0.44, 0.60, p < 0.01). Results were little changed following adjustment for baseline opioid use and other patient characteristics (aHR: 0.60, 95% CI: 0.51, 0.70, p < 0.01). Risk of discontinuation did not significantly differ between patients by buprenorphine source: prescribed v. NPB (reference) at admission (HR = 1.15, 95% CI: 0.90, 1.46). Opioid use was lower in the buprenorphine positive group at admission (25.0% vs. 53.1%, p < 0.0001) and throughout early months of treatment but converged after 7 months for those remaining in care (17.1% vs. 16.5%, p = 0.89). CONCLUSION NPB preceding treatment intake was associated with decreased hazards of treatment discontinuation and lower opioid use. These findings suggest use of NPB may be a marker of treatment readiness and that buprenorphine testing at intake may have predictive value for clinical assessments regarding risk of early treatment discontinuation.
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Affiliation(s)
- Arthur Robin Williams
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, 1051 Riverside Dr., New York, NY 10032, United States of America.
| | - Christine M Mauro
- Department of Biostatistics, Columbia University Mailman School of Public Health, 722 W. 168th St., New York, NY 10032, United States of America
| | - Tianshu Feng
- Research Foundation for Mental Hygiene, 1051 Riverside Dr., New York, NY 10032, United States of America
| | - Amanda Wilson
- Addiction Research and Education Foundation, 46 Sovereign Way, Florence, MA, 01062, United States of America; North-Star Care, Inc., 4810 Point Fosdick Dr. Suite #92, Gig Harbor, WA 98335, United States of America
| | - Angelo Cruz
- Addiction Research and Education Foundation, 46 Sovereign Way, Florence, MA, 01062, United States of America
| | - Mark Olfson
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, 1051 Riverside Dr., New York, NY 10032, United States of America
| | - Stephen Crystal
- Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St., New Brunswick, NJ 08901, United States of America
| | - Hillary Samples
- Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St., New Brunswick, NJ 08901, United States of America
| | - Lisa Chiodo
- Addiction Research and Education Foundation, 46 Sovereign Way, Florence, MA, 01062, United States of America; North-Star Care, Inc., 4810 Point Fosdick Dr. Suite #92, Gig Harbor, WA 98335, United States of America; University of Massachusetts Amherst, School of Nursing, 651 N Pleasant St, Amherst, MA 01003, United States of America
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Abstract
This paper is the forty-third consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2020 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonists and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, Flushing, NY, 11367, United States.
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Zhang K, Jones CM, Compton WM, Guy GP, Evans ME, Volkow ND. Association Between Receipt of Antidepressants and Retention in Buprenorphine Treatment for Opioid Use Disorder: A Population-Based Retrospective Cohort Study. J Clin Psychiatry 2022; 83:21m14001. [PMID: 35485928 PMCID: PMC9926945 DOI: 10.4088/jcp.21m14001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Objective: Clinical interventions targeting co-occurring psychiatric disorders may represent a tangible target for improving retention in buprenorphine treatment for opioid use disorder. The aims of this study are to characterize receipt of antidepressants among patients receiving buprenorphine treatment and to examine the association between receiving antidepressants and retention in treatment. Methods: A retrospective cohort design was used. Using data from a large national commercially insured population, the cohort was selected as adults aged 18 to 64 years who initiated buprenorphine treatment in outpatient settings between January 1, 2016, and June 30, 2017. Receiving antidepressants was identified as prescription fills in the period between 6 months prior to buprenorphine initiation and during buprenorphine treatment. Buprenorphine discontinuation was defined as no buprenorphine prescription supply for at least 60 days following the end of the last buprenorphine prescription. Results: The cohort consisted of 11,619 individuals who initiated buprenorphine treatment and met our inclusion criteria. The cohort had a mean age of 36.3 years, 63% were male, and 55.7% received at least 1 antidepressant prescription at any time between 6 months prior to buprenorphine initiation and during treatment. Compared with those receiving no antidepressants at all, individuals starting antidepressants during buprenorphine treatment had an adjusted hazard ratio (HR) for treatment discontinuation of 0.72 (95% CI = 0.67-0.77), while receiving antidepressants only prior to buprenorphine initiation was associated with an increased risk of treatment discontinuation (HR = 1.40, 95% CI = 1.28-1.53). Conclusions: Findings suggest that receiving antidepressants during buprenorphine treatment is associated with improved retention. This highlights the critical importance of screening for and treating mental disorders concomitantly with treatment of opioid use disorder.
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Affiliation(s)
- Kun Zhang
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia.,Corresponding author: Kun Zhang, PhD, Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Hwy, Atlanta, GA 30341
| | - Christopher M. Jones
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Wilson M. Compton
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Gery P. Guy
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Mary E. Evans
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Nora D. Volkow
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
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Mauro PM, Gutkind S, Annunziato EM, Samples H. Use of Medication for Opioid Use Disorder Among US Adolescents and Adults With Need for Opioid Treatment, 2019. JAMA Netw Open 2022; 5:e223821. [PMID: 35319762 PMCID: PMC8943638 DOI: 10.1001/jamanetworkopen.2022.3821] [Citation(s) in RCA: 114] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 02/03/2022] [Indexed: 01/23/2023] Open
Abstract
Importance Medication for opioid use disorder (MOUD) is the criterion standard treatment for opioid use disorder (OUD), but nationally representative studies of MOUD use in the US are lacking. Objective To estimate MOUD use rates and identify associations between MOUD and individual characteristics among people who may have needed treatment for OUD. Design, Setting, and Participants Cross-sectional, nationally representative study using the 2019 National Survey on Drug Use and Health in the US. Participants included community-based, noninstitutionalized adolescent and adult respondents identified as individuals who may benefit from MOUD, defined as (1) meeting criteria for a past-year OUD, (2) reporting past-year MOUD use, or (3) receiving past-year specialty treatment for opioid use in the last or current treatment episode. Main Outcomes and Measures The main outcomes were treatment with MOUD compared with non-MOUD services and no treatment. Associations with sociodemographic characteristics (eg, age, race and ethnicity, sex, income, and urbanicity); substance use disorders; and past-year health care or criminal legal system contacts were analyzed. Multinomial logistic regression was used to compare characteristics of people receiving MOUD with those receiving non-MOUD services or no treatment. Models accounted for predisposing, enabling, and need characteristics. Results In the weighted sample of 2 206 169 people who may have needed OUD treatment (55.5% male; 8.0% Hispanic; 9.9% non-Hispanic Black; 74.6% non-Hispanic White; and 7.5% categorized as non-Hispanic other, with other including 2.7% Asian, 0.9% Native American or Alaska Native, 0.2% Native Hawaiian or Pacific Islander, and 3.8% multiracial), 55.1% were aged 35 years or older, 53.7% were publicly insured, 52.2% lived in a large metropolitan area, 56.8% had past-year prescription OUD, and 80.0% had 1 or more co-occurring substance use disorders (percentages are weighted). Only 27.8% of people needing OUD treatment received MOUD in the past year. Notably, no adolescents (aged 12-17 years) and only 13.2% of adults 50 years and older reported past-year MOUD use. Among adults, the likelihood of past-year MOUD receipt vs no treatment was lower for people aged 50 years and older vs 18 to 25 years (adjusted relative risk ratio [aRRR], 0.14; 95% CI, 0.05-0.41) or with middle or higher income (eg, $50 000-$74 999 vs $0-$19 999; aRRR, 0.18; 95% CI, 0.07-0.44). Compared with receiving non-MOUD services, receipt of MOUD was more likely among adults with at least some college (vs high school or less; aRRR, 2.94; 95% CI, 1.33-6.51) and less likely in small metropolitan areas (vs large metropolitan areas, aRRR, 0.41; 95% CI, 0.19-0.93). While contacts with the health care system (85.0%) and criminal legal system (60.5%) were common, most people encountering these systems did not report receiving MOUD (29.5% and 39.1%, respectively). Conclusions and Relevance In this cross-sectional study, MOUD uptake was low among people who could have benefited from treatment, especially adolescents and older adults. The high prevalence of health care and criminal legal system contacts suggests that there are critical gaps in care delivery or linkage and that cross-system integrated interventions are warranted.
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Affiliation(s)
- Pia M. Mauro
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
| | - Sarah Gutkind
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
| | - Erin M. Annunziato
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
| | - Hillary Samples
- Center for Health Sciences Research, Rutgers Institute for Health, Health Care Policy and Aging Research, New Brunswick, New Jersey
- Department of Health Behavior, Society and Policy, Rutgers School of Public Health, Piscataway, New Jersey
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Wyse JJ, McGinnis KA, Edelman EJ, Gordon AJ, Manhapra A, Fiellin DA, Moore BA, Korthuis PT, Kennedy AJ, Oldfield BJ, Gaither JR, Gordon KS, Skanderson M, Barry DT, Bryant K, Crystal S, Justice AC, Kraemer KL. Twelve-Month Retention in Opioid Agonist Treatment for Opioid Use Disorder Among Patients With and Without HIV. AIDS Behav 2022; 26:975-985. [PMID: 34495424 PMCID: PMC8840957 DOI: 10.1007/s10461-021-03452-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/26/2021] [Indexed: 12/22/2022]
Abstract
Although opioid agonist therapy (OAT) is associated with positive health outcomes, including improved HIV management, long-term retention in OAT remains low among patients with opioid use disorder (OUD). Using data from the Veterans Aging Cohort Study (VACS), we identify variables independently associated with OAT retention overall and by HIV status. Among 7,334 patients with OUD, 13.7% initiated OAT, and 27.8% were retained 12-months later. Likelihood of initiation and retention did not vary by HIV status. Variables associated with improved likelihood of retention included receiving buprenorphine (relative to methadone), receiving both buprenorphine and methadone at some point over the 12-month period, or diagnosis of HCV. History of homelessness was associated with a lower likelihood of retention. Predictors of retention were largely distinct between patients with HIV and patients without HIV. Findings highlight the need for clinical, systems, and research initiatives to better understand and improve OAT retention.
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Affiliation(s)
- Jessica J Wyse
- VA Portland Health Care System, Portland, OR, USA.
- School of Public Health, Oregon Health & Science University, Portland, OR, USA.
| | | | - E Jennifer Edelman
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, USA
| | - Adam J Gordon
- Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, 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
| | - Ajay Manhapra
- Integrative Pain Recovery Service, Hampton VA Medical Center, Hampton, VA, USA
- APT Foundation, Pain Treatment Services, New Haven, CT, USA
| | - David A Fiellin
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, USA
| | - Brent A Moore
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - P Todd Korthuis
- Section of Addiction Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Amy J Kennedy
- Los Angeles County Department of Health Services, Los Angeles, CA, USA
| | - Benjamin J Oldfield
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Julie R Gaither
- Department of Pediatrics, Yale School of Medicine, New Haven, CT, USA
| | - Kirsha S Gordon
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | | | - Declan T Barry
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- APT Foundation, Pain Treatment Services, New Haven, CT, USA
| | - Kendall Bryant
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, USA
| | - Stephen Crystal
- Center for Health Services Research, Institute for Health, Rutgers University, New Brunswick, NJ, USA
| | - Amy C Justice
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, USA
| | - Kevin L Kraemer
- Center for Research on Health Care, Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
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Kennedy-Hendricks A, Schilling CJ, Busch AB, Stuart EA, Huskamp HA, Meiselbach MK, Barry CL, Eisenberg MD. Impact of High Deductible Health Plans on Continuous Buprenorphine Treatment for Opioid Use Disorder. J Gen Intern Med 2022; 37:769-776. [PMID: 34405345 PMCID: PMC8904661 DOI: 10.1007/s11606-021-07094-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 07/30/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Long-term, continuous treatment with medication like buprenorphine is the gold standard for opioid use disorder (OUD). As high deductible health plans (HDHPs) become more prevalent in the commercial insurance market, they may pose financial barriers to people with OUD. OBJECTIVE To estimate the impact of HDHPs on continuity of buprenorphine treatment, concurrent visits for counseling/psychotherapy and OUD-related evaluation and management, and out-of-pocket spending. DESIGN Difference-in-differences analysis comparing trends in outcomes among enrollees whose employers offer an HDHP (treatment group) to enrollees whose employers never offer an HDHP (comparison group). PARTICIPANTS Enrollees with OUD from a national sample of commercial health insurance plans during 2007-2017 who initiate buprenorphine treatment. MAIN MEASURES Number of days of continuous buprenorphine treatment; probabilities of continuous buprenorphine treatment ≥30, ≥90, ≥180, and ≥365 days; probability of concurrent (i.e., within the same month) behavioral therapy (i.e., counseling or psychotherapy); probability of concurrent OUD-related evaluation and management visits; proportions of buprenorphine treatment episodes with counseling/psychotherapy and evaluation and management visits; and out-of-pocket (OOP) spending on buprenorphine, behavioral therapy, and evaluation and management visits. KEY RESULTS HDHPs were associated with an average increase of $98 (95% CI: $48, $150) on OOP spending on buprenorphine per treatment episode but no change in the number of days of continuous buprenorphine treatment or concurrent use of related services. CONCLUSIONS HDHPs do not reduce continuity of buprenorphine treatment among commercially insured enrollees with OUD but may increase financial burden for this population.
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Affiliation(s)
- Alene Kennedy-Hendricks
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House 408, Baltimore, MD, 21205, USA.
- Johns Hopkins Center for Mental Health and Addiction Policy, Baltimore, MD, USA.
| | - Cameron J Schilling
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House 408, Baltimore, MD, 21205, USA
- Johns Hopkins Center for Mental Health and Addiction Policy, Baltimore, MD, USA
| | - Alisa B Busch
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Elizabeth A Stuart
- Johns Hopkins Center for Mental Health and Addiction Policy, Baltimore, MD, USA
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Haiden A Huskamp
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Mark K Meiselbach
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House 408, Baltimore, MD, 21205, USA
| | - Colleen L Barry
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House 408, Baltimore, MD, 21205, USA
- Johns Hopkins Center for Mental Health and Addiction Policy, Baltimore, MD, USA
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Matthew D Eisenberg
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House 408, Baltimore, MD, 21205, USA
- Johns Hopkins Center for Mental Health and Addiction Policy, Baltimore, MD, USA
- OptumLabs, Cambridge, MA, USA
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Stein BD, Saloner B, Kerber R, Sorbero M, Gordon AJ. Subsequent Buprenorphine Treatment Following Emergency Physician Buprenorphine Prescription Fills: A National Assessment 2019 to 2020. Ann Emerg Med 2022; 79:441-450. [PMID: 35305851 PMCID: PMC9038689 DOI: 10.1016/j.annemergmed.2022.01.042] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 01/19/2022] [Accepted: 01/21/2022] [Indexed: 11/01/2022]
Abstract
STUDY OBJECTIVE Buprenorphine treatment for opioid use disorder provided in the emergency department with subsequent buprenorphine treatment by community prescribers is associated with improved outcomes, but the frequency with which this occurs is unknown. We examined the rates of subsequent buprenorphine treatment for buprenorphine-naïve individuals filling buprenorphine prescriptions from emergency physicians and initiated buprenorphine treatment and how such rates varied before and during the coronavirus disease 2019 (COVID-19) pandemic. METHODS Using pharmacy claims capturing an estimated 92% of prescriptions filled at US retail pharmacies, we identified buprenorphine prescriptions filled between February 1, 2019, and November 30, 2020, written by emergency physicians. In this observational study, we calculated the rate at which patients subsequently filled buprenorphine prescriptions from other nonemergency clinicians, the frequency with which subsequent filled prescriptions were from different types of prescribers, and the changes in the rates of subsequent prescriptions following the declaration of the COVID-19 public health emergency. RESULTS We identified 22,846 prescriptions written by emergency physicians and filled by buprenorphine-naïve patients. They were most commonly paid for by Medicaid and were in metropolitan counties; 28.5% of patients subsequently filled buprenorphine prescriptions written by other clinicians. Adult primary care physicians and advanced practice providers (eg, physician assistants and nurse practitioners) were responsible for most of the subsequent prescriptions. The rates of subsequent prescriptions were 3.5% lower after the COVID-19 public health emergency declaration. CONCLUSION The majority of patients filling buprenorphine prescriptions written by emergency physicians do not subsequently fill prescriptions written by other clinicians, and the rates of subsequent prescriptions were lower after the declaration of the COVID-19 public health emergency. These findings highlight the need for a system of care that improves buprenorphine treatment continuity of care for patients with opioid use disorder from emergency settings to community treatment providers.
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50
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Crystal S, Nowels M, Samples H, Olfson M, Williams AR, Treitler P. Opioid overdose survivors: Medications for opioid use disorder and risk of repeat overdose in Medicaid patients. Drug Alcohol Depend 2022; 232:109269. [PMID: 35038609 PMCID: PMC8943804 DOI: 10.1016/j.drugalcdep.2022.109269] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 12/06/2021] [Accepted: 12/09/2021] [Indexed: 01/07/2023]
Abstract
BACKGROUND Patients with medically-treated opioid overdose are at high risk for subsequent adverse outcomes, including repeat overdose. Understanding factors associated with repeat overdose can aid in optimizing post-overdose interventions. METHODS We conducted a longitudinal, retrospective cohort study using NJ Medicaid data from 2014 to 2019. Medicaid beneficiaries aged 12-64 with an index opioid overdose from 2015 to 2018 were followed for one year for subsequent overdose. Exposures included patient demographics; co-occurring medical, mental health, and substance use disorders; service and medication use in the 180 days preceding the index overdose; and MOUD following index overdose. RESULTS Of 4898 individuals meeting inclusion criteria, 19.6% had repeat opioid overdoses within one year. Index overdoses involving heroin/synthetic opioids were associated with higher repeat overdose risk than those involving prescription/other opioids only (HR = 1.44, 95% CI = 1.22-1.71). Risk was higher for males and those with baseline opioid use disorder diagnosis or ED visits. Only 21.7% received MOUD at any point in the year following overdose. MOUD was associated with a large decrease in repeat overdose risk among those with index overdose involving heroin/synthetic opioids (HR = 0.30, 95% CI = 0.20-0.46). Among those receiving MOUD at any point in follow-up, 10.5% (112/1065) experienced repeat overdose versus 22.1% (848/3833) for those without MOUD. CONCLUSIONS Repeat overdose was common among individuals with medically-treated opioid overdose. Risk factors for repeat overdose varied by type of opioid involved in index overdose, with differential implications for intervention. MOUD following index opioid overdose involving heroin/synthetic opioids was associated with reduced repeat overdose risk.
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Affiliation(s)
- Stephen Crystal
- Center for Health Services Research, Institute for Health, Health Care Policy and Aging Research, Rutgers University, 112 Paterson Street, New Brunswick, NJ 08901, USA; School of Social Work, Rutgers University, 536 George Street, New Brunswick, NJ 08901, USA; School of Public Health, Rutgers University, 683 Hoes Lane West, Piscataway, NJ 08854, USA.
| | - Molly Nowels
- Center for Health Services Research, Institute for Health, Health Care Policy and Aging Research, Rutgers University, 112 Paterson Street, New Brunswick, NJ 08901, USA; School of Public Health, Rutgers University, 683 Hoes Lane West, Piscataway, NJ 08854, USA.
| | - Hillary Samples
- Center for Health Services Research, Institute for Health, Health Care Policy and Aging Research, Rutgers University, 112 Paterson Street, New Brunswick, NJ 08901, USA; School of Public Health, Rutgers University, 683 Hoes Lane West, Piscataway, NJ 08854, USA.
| | - Mark Olfson
- Vagelos College of Physicians and Surgeons, Columbia University, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA; Mailman School of Public Health, Columbia University, 722W 168th St., New York, NY 10032, USA.
| | - Arthur Robin Williams
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, 1051 Riverside Dr., New York, NY 10032, USA.
| | - Peter Treitler
- Center for Health Services Research, Institute for Health, Health Care Policy and Aging Research, Rutgers University, 112 Paterson Street, New Brunswick, NJ 08901, USA; School of Social Work, Rutgers University, 536 George Street, New Brunswick, NJ 08901, USA.
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