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Sigmon SC, Peck KR, Batchelder SR, Badger GJ, Heil SH, Higgins ST. Technology-Assisted Buprenorphine Treatment in Rural and Nonrural Settings: Two Randomized Clinical Trials. JAMA Netw Open 2023; 6:e2331910. [PMID: 37755833 PMCID: PMC10534272 DOI: 10.1001/jamanetworkopen.2023.31910] [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: 05/15/2023] [Accepted: 07/27/2023] [Indexed: 09/28/2023] Open
Abstract
Importance Expansion of opioid use disorder treatment is needed, particularly in rural communities. Objective To evaluate technology-assisted buprenorphine (TAB) efficacy (1) over a longer period than previously examined, (2) with the addition of overdose education, and (3) among individuals residing in rural communities. Design, Setting, and Participants Two parallel, 24-week randomized clinical trials were conducted at the University of Vermont between February 1, 2018, and June 30, 2022. Participants were adults with untreated opioid use disorder from nonrural (trial 1) or rural (trial 2) communities. These trials are part of a programmatic effort to develop TAB protocols to improve treatment availability in underserved areas. Interventions Within each trial, 50 participants were randomized to TAB or control conditions. Participants in the TAB group completed bimonthly visits to ingest medication and receive take-home doses via a computerized device. They received nightly calls via an interactive voice response (IVR) system, IVR-generated random call-backs, and iPad-delivered HIV, hepatitis C virus (HCV), and overdose education. Control participants received community resource guides and assistance with contacting resources. All participants received harm reduction supplies and completed monthly assessments. Main Outcomes and Measures The primary outcome was biochemically verified illicit opioid abstinence across monthly assessments. Secondary outcomes included self-reported opioid use in both groups and abstinence at bimonthly and random call-back visits, treatment adherence, satisfaction, and changes in HIV, HCV, and overdose knowledge among TAB participants. Results Fifty individuals (mean [SD] age, 40.6 [13.1] years; 28 [56.0%] male) participated in trial 1, and 50 (mean [SD] age, 40.3 [10.8] years; 30 [60.0%] male) participated in trial 2. Participants in the TAB group achieved significantly greater illicit opioid abstinence vs controls at all time points in both trial 1 (85.3% [128 of 150]; 95% CI, 70.7%-93.3%; vs 24.0% [36 of 150]; 95% CI, 13.6%-38.8%) and trial 2 (88.0% [132 of 150]; 95% CI, 72.1%-95.4%; vs 21.3% [32 of 150]; 95% CI, 11.4%-36.5%). High abstinence rates were also observed at TAB participants' bimonthly dosing visits (83.0% [95% CI, 67.0%-92.0%] for trial 1 and 88.0% [95% CI, 71.0%-95.0%] for trial 2). Treatment adherence was favorable and similar between trials (with rates of approximately 99% for buprenorphine administration, 93% for daily IVR calls, and 92% for random call-backs), and 183 of 187 urine samples (97.9%) tested negative for illicit opioids at random call-backs. iPad-delivered education was associated with significant and sustained increases in HIV, HCV, and overdose knowledge. Conclusions and Relevance In these randomized clinical trials of TAB treatment, demonstration of efficacy was extended to a longer duration than previously examined and to patients residing in rural communities. Trial Registration ClinicalTrials.gov Identifier: NCT03420313.
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Affiliation(s)
- Stacey C. Sigmon
- Vermont Center on Behavior and Health, University of Vermont, Burlington
- Department of Psychiatry, University of Vermont, Burlington
- Department of Psychological Science, University of Vermont, Burlington
| | - Kelly R. Peck
- Vermont Center on Behavior and Health, University of Vermont, Burlington
- Department of Psychiatry, University of Vermont, Burlington
- Department of Psychological Science, University of Vermont, Burlington
| | - Sydney R. Batchelder
- Vermont Center on Behavior and Health, University of Vermont, Burlington
- Department of Psychiatry, University of Vermont, Burlington
| | - Gary J. Badger
- Department of Medical Biostatistics, University of Vermont, Burlington
| | - Sarah H. Heil
- Vermont Center on Behavior and Health, University of Vermont, Burlington
- Department of Psychiatry, University of Vermont, Burlington
- Department of Psychological Science, University of Vermont, Burlington
| | - Stephen T. Higgins
- Vermont Center on Behavior and Health, University of Vermont, Burlington
- Department of Psychiatry, University of Vermont, Burlington
- Department of Psychological Science, University of Vermont, Burlington
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Støttrup CC, Mortensen CH, Piri R, Khosravi M, Newberg A, Andersen MØ, Alavi A, Grupe P, Høilund-Carlsen PF. "Visualization" of pain using cerebral 18F-FDG PET/CT following surgical treatment of lumbar disc herniation. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2023; 32:555-561. [PMID: 36371750 DOI: 10.1007/s00586-022-07442-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 10/19/2022] [Accepted: 10/27/2022] [Indexed: 11/15/2022]
Abstract
PURPOSE We hypothesized that unilateral leg pain following surgical treatment of lumbar disc herniation (LDH) is associated with an increase in the glucose metabolism of the contralateral thalamus. METHODS Patients scheduled for surgery due to LDH underwent 18F-fluorodeoxyglucose positron emission tomography/computed tomography less than two weeks prior to surgery. Their thalamic FDG uptake was measured and expressed as the mean and partial volume corrected mean standardized uptake values (SUVmean and cSUVmean). These measures were compared with patient-related outcome measures collected pre- and 1-year post-operatively: back and leg pain on a 0-100 VAS scale and health-related quality of life as measured by the EuroQol-5D (EQ-5D). RESULTS Twenty-six patients (ten females) aged 49.7 ± 7.4 (mean ± SD) years were included. There was a significant correlation between painful body side and increased contralateral thalamic uptake of FDG, with regard to cSUVmean values. Correlation analyses including clinical parameters and cSUVmean indicated some association with 1-year change in EQ-5D. CONCLUSION These preliminary data sustain the hypothesis that unilateral pain in patients with LDH is associated with increased glucose metabolism in the contralateral thalamus, suggesting a central role of thalamus in chronic pain perception.
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Affiliation(s)
- Christian Christensen Støttrup
- Center for Spine Surgery and Research, Lillebaelt Hospital, Middelfart, Denmark.,Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Caius Holst Mortensen
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Reza Piri
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Mohsen Khosravi
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Andrew Newberg
- Department of Radiology, Marcus Institute of Integrative Health, Thomas Jefferson University, Philadelphia, PA, USA
| | - Mikkel Østerheden Andersen
- Center for Spine Surgery and Research, Lillebaelt Hospital, Middelfart, Denmark.,Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Abass Alavi
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Peter Grupe
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
| | - Poul Flemming Høilund-Carlsen
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark. .,Department of Clinical Research, University of Southern Denmark, Odense, Denmark.
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Wei YJJ, Chen C, Cheng TYD, Schmidt SO, Fillingim RB, Winterstein AG. Association of injury after prescription opioid initiation with risk for opioid-related adverse events among older Medicare beneficiaries in the United States: A nested case-control study. PLoS Med 2022; 19:e1004101. [PMID: 36136971 PMCID: PMC9498946 DOI: 10.1371/journal.pmed.1004101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 08/25/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Injury, prevalent and potentially associated with prescription opioid use among older adults, has been implicated as a warning sign of serious opioid-related adverse events (ORAEs) including opioid misuse, dependence, and poisoning, but this association has not been empirically tested. The study aims to examine the association between incident injury after prescription opioid initiation and subsequent risk of ORAEs and to assess whether the association differs by recency of injury among older patients. METHODS AND FINDINGS This nested case-control study was conducted within a cohort of 126,752 individuals aged 65 years or older selected from a 5% sample of Medicare beneficiaries in the United States between 2011 and 2018. Cohort participants were newly prescribed opioid users with chronic noncancer pain who had no injury or ORAEs in the year before opioid initiation, had 30 days or more of observation, and had at least 1 additional opioid prescription dispensed during follow-up. We identified ORAE cases as patients who had an inpatient or outpatient encounter with diagnosis codes for opioid misuse, dependence, or poisoning. During a mean follow-up of 1.8 years, we identified 2,734 patients who were newly diagnosed with ORAEs and 10,936 controls matched on the year of cohort entry date and a disease risk score (DRS), a summary score derived from the probability of an ORAE outcome based on covariates measured prior to cohort entry and in the absence of injury. Multivariate conditional logistic regression was used to estimate ORAE risk associated with any and recency of injury, defined based on the primary diagnosis code of inpatient and outpatient encounters. Among the cases and controls, 68.0% (n = 1,859 for cases and n = 7,436 for controls) were women and the mean (SD) age was 74.5 (6.9) years. Overall, 54.0% (n = 1,475) of cases and 46.0% (n = 1,259) of controls experienced incident injury after opioid initiation. Patients with (versus without) injury after opioid therapy had higher risk of ORAEs after adjustment for time-varying confounders, including diagnosis of tobacco or alcohol use disorder, drug use disorder, chronic pain diagnosis, mental health disorder, pain-related comorbidities, frailty index, emergency department visit, skilled nursing facility stay, anticonvulsant use, and patterns of prescription opioid use (adjusted odds ratio [aOR] = 1.4; 95% confidence interval (CI) 1.2 to 1.5; P < 0.001). Increased risk of ORAEs was associated with current (≤30 days) injury (aOR = 2.8; 95% CI 2.3 to 3.4; P < 0.001), whereas risk of ORAEs was not significantly associated with recent (31 to 90 days; aOR = 0.93; 95% CI 0.73 to 1.17; P = 0.48), past (91 to 180 days; aOR = 1.08; 95% CI 0.88 to 1.33; P = 0.51), and remote (181 to 365 days; aOR = 0.88; 95% CI 0.73 to 1.1; P = 0.18) injury preceding the incident diagnosis of ORAE or matched date. Patients with injury and prescription opioid use versus those with neither in the month before the ORAE or matched date were at greater risk of ORAEs (aOR = 5.0; 95% CI 4.1 to 6.1; P < 0.001). Major limitations are that the study findings can only be generalized to older Medicare fee-for-service beneficiaries and that unknown or unmeasured confounders have the potential to bias the observed association toward or away from the null. CONCLUSIONS In this study, we observed that incident diagnosis of injury following opioid initiation was associated with subsequent increased risk of ORAEs, and the risk was only significant among patients with injury in the month before the index date. Regular monitoring for injury may help identify older opioid users at high risk for ORAEs.
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Affiliation(s)
- Yu-Jung Jenny Wei
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, United States of America
- Center for Drug Evaluation and Safety, University of Florida, Gainesville, Florida, United States of America
- Division of Outcomes and Translational Sciences, College of Pharmacy, The Ohio State University, Columbus, Ohio, United States of America
- * E-mail:
| | - Cheng Chen
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Ting-Yuan David Cheng
- Division of Cancer Prevention and Control, Department of Internal Medicine, College of Medicine, The Ohio State University, Columbus, Ohio, United States of America
| | - Siegfried O. Schmidt
- Department of Community Health and Family Medicine, College of Medicine, University of Florida, Gainesville, Florida, United States of America
| | - Roger B. Fillingim
- Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, Florida, United States of America
| | - Almut G. Winterstein
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, United States of America
- Center for Drug Evaluation and Safety, University of Florida, Gainesville, Florida, United States of America
- Department of Epidemiology, Colleges of Medicine and Public Health and Health Professions, University of Florida, Gainesville, Florida, United States of America
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Semkovych YV. REGIONAL ANESTHESIA AS A TOOL FOR PREVENTION OF CHRONIC PAIN SYNDROME IN CHILDREN AFTER ANTERIOR ABDOMINAL WALL SURGERY. BULLETIN OF PROBLEMS BIOLOGY AND MEDICINE 2022. [DOI: 10.29254/2077-4214-2022-3-166-236-245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Lavoie-Gagne O, Nwachukwu BU, Allen AA, Leroux T, Lu Y, Forsythe B. Factors Predictive of Prolonged Postoperative Narcotic Usage Following Orthopaedic Surgery. JBJS Rev 2021; 8:e0154. [PMID: 33006460 DOI: 10.2106/jbjs.rvw.19.00154] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND The purpose of this comprehensive review was to investigate risk factors associated with prolonged opioid use after orthopaedic procedures. A comprehensive review of the opioid literature may help to better guide preoperative management of expectations as well as opioid-prescribing practices. METHODS A systematic review of all studies pertaining to opioid use in relation to orthopaedic procedures was conducted using the MEDLINE, Embase, and CINAHL databases. Data from studies reporting on postoperative opioid use at various time points were collected. Opioid use and risk of prolonged opioid use were subcategorized by subspecialty, and aggregate data for each category were calculated. RESULTS There were a total of 1,445 eligible studies, of which 45 met inclusion criteria. Subspecialties included joint arthroplasty, spine, trauma, sports, and hand surgery. A total of 458,993 patients were included, including 353,330 (77%) prolonged postoperative opioid users and 105,663 (23%) non-opioid users. Factors associated with prolonged postoperative opioid use among all evaluated studies included body mass index (BMI) of ≥40 kg/m (relative risk [RR], 1.06 to 2.32), prior substance abuse (RR, 1.08 to 3.59), prior use of other medications (RR, 1.01 to 1.46), psychiatric comorbidities (RR, 1.08 to 1.54), and chronic pain conditions including chronic back pain (RR, 1.01 to 10.90), fibromyalgia (RR, 1.01 to 2.30), and migraines (RR, 1.01 to 5.11). Age cohorts associated with a decreased risk of prolonged postoperative opioid use were those ≥31 years of age for hand procedures (RR, 0.47 to 0.94), ≥50 years of age for total hip arthroplasty (RR, 0.70 to 0.80), and ≥70 years of age for total knee arthroplasty (RR, 0.40 to 0.80). Age cohorts associated with an increased risk of prolonged postoperative opioid use were those ≥50 years of age for sports procedures (RR, 1.11 to 2.57) or total shoulder arthroplasty (RR, 1.26 to 1.40) and those ≥70 years of age for spine procedures (RR, 1.61). Identified risk factors for postoperative use were similar across subspecialties. CONCLUSIONS We provide a comprehensive review of the various preoperative and postoperative risk factors associated with prolonged opioid use after elective and nonelective orthopaedic procedures. Increased BMI, prior substance abuse, psychiatric comorbidities, and chronic pain conditions were most commonly associated with prolonged postoperative opioid use. Careful consideration of elective surgical intervention for painful conditions and perioperative identification of risk factors within each patient's biopsychosocial context will be essential for future modulation of physician opioid-prescribing patterns. LEVEL OF EVIDENCE Prognostic Level IV. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Ophelie Lavoie-Gagne
- 1Midwest Orthopaedics at Rush, Rush University, Chicago, Illinois 2HSS Sports Medicine Institute West Side, Hospital for Special Surgery, New York, NY 3Department of Orthopaedic Surgery, University of Toronto, Toronto, Ontario, Canada
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Eisenberg MD, Stone EM, Pittell H, McGinty EE. The Impact Of Academic Medical Center Policies Restricting Direct-To-Physician Marketing On Opioid Prescribing. Health Aff (Millwood) 2021; 39:1002-1010. [PMID: 32479218 DOI: 10.1377/hlthaff.2019.01289] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Direct-to-physician opioid marketing by pharmaceutical companies is widespread and may contribute to opioid overprescribing, an important driver of the US opioid crisis. Using a difference-in-differences approach and Medicare Part D prescriber data, we examined the effects of academic medical centers' conflict-of-interest policies that restrict direct-to-physician marketing of all drugs on opioid prescribing by physicians at eighty-five centers in the period 2013-16. We examined restrictions on gifts and meals, speaking and consulting engagements, and industry representatives' access to academic medical centers, as well as rules requiring conflict-of-interest disclosures. Bans on sales representatives were associated with a 4.7 percent reduction in the total volume of opioids prescribed and disclosure requirements with a 2.5 percent reduction, while having all four marketing restriction policies was associated with an 8.8 percent reduction. Policies that restrict direct-to-physician pharmaceutical marketing may curb opioid prescribing, but additional patient-level research is needed to understand how such policies affect the delivery of evidence-based treatment for chronic pain.
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Affiliation(s)
- Matthew D Eisenberg
- Matthew D. Eisenberg is an assistant professor in the Department of Health Policy and Management and core faculty member of the Center for Mental Health and Addiction Policy Research, Johns Hopkins Bloomberg School of Public Health, in Baltimore, Maryland
| | - Elizabeth M Stone
- Elizabeth M. Stone is a doctoral student in the Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health
| | - Harlan Pittell
- Harlan Pittell is a doctoral student in the Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health
| | - Emma E McGinty
- Emma E. McGinty is an associate professor in the Department of Health Policy and Management, deputy director of the Center for Mental Health and Addiction Policy Research, and core faculty member of the Center for Gun Policy and Research, Johns Hopkins Bloomberg School of Public Health
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Oleskowicz TN, Ochalek TA, Peck KR, Badger GJ, Sigmon SC. Within-subject evaluation of interim buprenorphine treatment during waitlist delays. Drug Alcohol Depend 2021; 220:108532. [PMID: 33508690 PMCID: PMC8148627 DOI: 10.1016/j.drugalcdep.2021.108532] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 12/16/2020] [Accepted: 12/18/2020] [Indexed: 01/26/2023]
Abstract
BACKGROUND The effectiveness of opioid agonist treatment for opioid use disorder (OUD) is well established, and delays to treatment are still common, particularly in rural geographic areas. In a randomized 12-week pilot study, we demonstrated initial efficacy of a technology-assisted Interim Buprenorphine Treatment (IBT) vs. continued waitlist control (WLC) for reducing illicit opioid use and other risk behaviors during waitlist delays. Upon completion of that parent trial, WLC participants were given the opportunity to receive 12 weeks of IBT, permitting an additional within-subject examination of IBT effects. METHODS Sixteen WLC participants crossed over to receive IBT, involving buprenorphine maintenance with bi-monthly visits, medication administration at home via a computerized device, daily monitoring calls using an Interactive Voice Response (IVR) phone system, and IVR-generated random call-backs. Biochemically-verified illicit opioid abstinence, changes in psychosocial functioning, and HIV + HCV knowledge were examined among participants originally randomized to the WLC phase and who subsequently crossed over to IBT (IBTc). RESULTS Participants submitted a higher percentage of illicit opioid negative specimens at Weeks 4, 8, and 12 during IBT (75 %, 63 %, and 50 %) vs. WLC (0%, 0%, and 0%), respectively (p's<.01). Participants also demonstrated improvements in anxiety, depression, and HIV and HCV knowledge (p's<.01). Medication administration, daily IVR call and random call-back adherence and treatment satisfaction were also favorable. CONCLUSIONS This within-subject evaluation provides additional support for interim buprenorphine's efficacy in reducing illicit opioid use and improving health outcomes during waitlist delays for more comprehensive treatment.
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Affiliation(s)
- Tatum N Oleskowicz
- Vermont Center on Behavior and Health, University of Vermont, 1 S. Prospect St., Burlington, VT, 05401, USA; Department of Psychological Science, University of Vermont, 2 Colchester Ave., Burlington, VT, 05401, USA
| | - Taylor A Ochalek
- Vermont Center on Behavior and Health, University of Vermont, 1 S. Prospect St., Burlington, VT, 05401, USA; Department of Psychological Science, University of Vermont, 2 Colchester Ave., Burlington, VT, 05401, USA
| | - Kelly R Peck
- Vermont Center on Behavior and Health, University of Vermont, 1 S. Prospect St., Burlington, VT, 05401, USA; Department of Psychological Science, University of Vermont, 2 Colchester Ave., Burlington, VT, 05401, USA; Department of Psychiatry, University of Vermont, 1 S. Prospect St., Burlington, VT, 05401, USA
| | - Gary J Badger
- Vermont Center on Behavior and Health, University of Vermont, 1 S. Prospect St., Burlington, VT, 05401, USA; Department of Medical Biostatistics, University of Vermont, 27 Hills Building, Burlington, VT, 05401, USA
| | - Stacey C Sigmon
- Vermont Center on Behavior and Health, University of Vermont, 1 S. Prospect St., Burlington, VT, 05401, USA; Department of Psychological Science, University of Vermont, 2 Colchester Ave., Burlington, VT, 05401, USA; Department of Psychiatry, University of Vermont, 1 S. Prospect St., Burlington, VT, 05401, USA.
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Ford JA, Schepis TS, McCabe SE. Poly-prescription drug misuse across the life course: Prevalence and correlates across different adult age cohorts in the U.S. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 88:103017. [PMID: 33227640 PMCID: PMC8005409 DOI: 10.1016/j.drugpo.2020.103017] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/22/2020] [Accepted: 10/23/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Most research on prescription drug misuse (PDM) focuses on the misuse of specific classes of psychoactive prescription drugs among adolescents or young adults. The current research addressed important gaps in the literature by assessing poly-prescription drug misuse (poly-PDM), the misuse of more than one class of psychoactive prescription drug, across different adult age cohorts. METHODS We used the 2015-2018 National Survey on Drug Use and Health to examine the prevalence of past-year poly-PDM and specific combinations of PDM. Multinomial logistic regression was used to identify demographic, health-related factors, and substance use behaviors that were significantly associated with poly-PDM. RESULTS The prevalence of poly-PDM decreases with age and is common among individuals who engage in PDM. Slightly more than one in four respondents in age cohorts 18-25 (31.66%, 95% CI = 30.35, 33.00) and 26-34 (29.92%, 95% CI = 25.82, 30.12) who engage in PDM, misused more than one class of prescription drug. Additionally, poly-PDM was identified as a high-risk type of PDM as roughly 60% of adults younger than 65 who endorse poly-PDM reported having a substance use disorder (SUD). While certain characteristics (i.e., race/ethnicity, marital status, depression, suicidal ideation, illegal drug use, and SUD) were consistently associated with poly-PDM across age cohorts, other characteristics (i.e., sexual identity, income, and justice involvement) varied across age cohorts. Finally, a comparison of poly-PDM to single PDM showed, in all age cohorts, that having an SUD was associated with an increased likelihood of poly-PDM, while Black adults were less likely than whites to report poly-PDM. CONCLUSIONS By identifying prevalence and correlates of poly-PDM across adult age cohorts, the current research has significant implications. Understanding stability and heterogeneity in the characteristics associated with poly-PDM should inform interventions, identify at-risk groups, and shape public health approaches to dealing with high-risk substance use behavior.
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Affiliation(s)
- Jason A Ford
- Department of Sociology, University of Central Florida, Orlando, FL United States.
| | - Ty S Schepis
- Department of Psychology, Texas State University, San Marcos, TX United States
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, MI, United States; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, United States; Institute for Research on Women and Gender, University of Michigan, Ann Arbor, MI, United States; Institute for Social Research, University of Michigan, Ann Arbor, MI, United States
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Bundling Rapid Human Immunodeficiency Virus and Hepatitis C Virus Testing to Increase Receipt of Test Results: A Randomized Trial. Med Care 2020; 58:445-452. [PMID: 32040038 DOI: 10.1097/mlr.0000000000001311] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND The overlapping human immunodeficiency virus (HIV) and hepatitis C virus (HCV) epidemics disproportionately affect people with substance use disorders. However, many people who use substances remain unaware of their infection(s). OBJECTIVE The objective of this study was to examine the efficacy of an on-site bundled rapid HIV and HCV testing strategy in increasing receipt of both HIV and HCV test results. RESEARCH DESIGN Two-armed randomized controlled trial in substance use disorder treatment programs (SUDTP) in New York City. Participants in the treatment arm were offered bundled rapid HIV and HCV tests with immediate results on-site. Participants in the control arm were offered the standard of care, that is, referrals to on-site or off-site laboratory-based HIV and HCV testing with delayed results. PARTICIPANTS A total of 162 clients with unknown or negative HIV and HCV status. MEASURES The primary outcome was the percentage of participants with self-reported receipt of HIV and HCV test results at 1-month postrandomization. RESULTS Over half of participants were Hispanic (51.2%), with 25.3% being non-Hispanic black and 17.9% non-Hispanic white. Two thirds were male, and 54.9% reported injection as method of drug use. One hundred thirty-four participants (82.7%) completed the 1-month assessment. Participants in the treatment arm were more likely to report having received both test results than those in the control arm (69% vs. 19%, P<0.001). Seven participants in the treatment arm received a preliminary new HCV diagnosis, versus 1 in the control arm (P=0.029). CONCLUSION Offering bundled rapid HIV and HCV testing with immediate results on-site in SUDTPs may increase awareness of HIV and HCV infection among people with substance use disorders.
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Determining the Impact of the Opioid Crisis on a Tertiary-Care Hospital in Central New York to Identify Critical Areas of Intervention in the Local Community. JOURNAL OF ADDICTION 2020; 2020:3956187. [PMID: 32231849 PMCID: PMC7091543 DOI: 10.1155/2020/3956187] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 01/17/2020] [Accepted: 01/30/2020] [Indexed: 11/17/2022]
Abstract
Background Central New York has been afflicted by the heroin epidemic with an increase in overdose deaths involving opioids. Objective The objective of the study was to understand the epidemiology of hospitalizations related to a diagnosis of opioid use (OU). Design The study was designed as a retrospective analysis of hospitalized patients admitted from January 1, 2008, to December 30, 2018, using ICD-9 and 10 codes for heroin or opiate use, overdose, or poisoning. Setting. The study was conducted in a tertiary-care and teaching hospital located in Central New York. Patients. Hospitalized patients were included as study participants. Results Opioid use-related admissions increased from .05/100 hospital admissions in 2008 to a peak of 2.9/100 in 2018, a 58-fold increase. There were 49 deaths over the 11-year period for an overall case fatality of 1.2 per 100 OU admissions. The median age for all years was 40 years (SD of 13.7 years), and admissions were largely white caucasians (67.0% of all admissions). The mean length of stay was 8.55 days (SD 12 days), with a range of 1 to 153 days. The most frequent discharge diagnosis was due to infections (15.0% of discharge diagnoses) followed by trauma (5.8% of discharge diagnoses). Methicillin-resistant Staphylococcus aureus was more common in patients with OU (58.1%) than in patients with non-OU (43%) (p < 0.0001 by chi-square with Yates' correction). Spatial analysis was performed by zip code and demonstrated regional hotspots for OU-related admissions. Limitations. The limitations of this study are its retrospective nature and largely numerator-based analysis. The use of ICD codes underrepresents the true burden due to underreporting and failure to code appropriately. This study focuses on patients who are hospitalized for a medical reason with a secondary diagnosis of opioid use and does not include patients who present to the emergency room with an overdose underrepresenting the true burden of the problem. Conclusions Our results demonstrate the impact of the opioid epidemic in one tertiary-care center and the need to prepare for the costs and resources to address addiction care for this population.
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Schuler MS, Dick AW, Stein BD. Heterogeneity in Prescription Opioid Pain Reliever Misuse Across Age Groups: 2015-2017 National Survey on Drug Use and Health. J Gen Intern Med 2020; 35:792-799. [PMID: 31792871 PMCID: PMC7080910 DOI: 10.1007/s11606-019-05559-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 10/22/2019] [Accepted: 11/13/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND Prescription opioid misuse among older adults has received little attention to date. Potential age variation in characteristics of and motivations for prescription opioid misuse has not been fully characterized yet has important implications for preventing diversion and misuse. OBJECTIVE To examine (1) age-specific patterns of source of misused prescription opioid pain relievers and motives for misuse and (2) age-specific and source-specific associations with opioid use disorder (OUD), heroin use, benzodiazepine misuse, and OUD treatment utilization. DESIGN Cross-sectional study using 3 waves (2015-2017) of the National Survey on Drug Use and Health (68% average response rate) PARTICIPANTS: Respondents aged 12 and older with past-year prescription opioid pain reliever misuse (n = 8228) MAIN MEASURES: Source for the most-recently misused prescription pain reliever (categorized as medical, social, or illicit/other), motive for last episode of misuse, OUD, heroin use, benzodiazepine misuse, and OUD treatment. KEY RESULTS Adults 50 and older comprised approximately 25% of all individuals reporting past-year prescription opioid misuse. A social source was most common for individuals under age 50 while a medical source was most common for individuals 50 and older. The most commonly reported motive for misuse was to "relieve physical pain"; the frequency of this response increased across age groups (47% aged 12-17 to 87% aged 65+). Among adults age 50 and older with prescription opioid misuse, 17% met criteria for OUD, 15% reported past-year benzodiazepine misuse, and 3% reported past-year heroin use. CONCLUSIONS Physicians continue to be a direct source of prescription opioids for misuse, particularly for older adults. Ongoing clinical initiatives regarding optimal opioid prescribing practices are needed in addition to effective non-opioid strategies for pain management. Clinical initiatives should also include screening adult and adolescent patients for non-medical use of prescription opioids as well as improving access to OUD treatment for individuals of all ages.
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12
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Larochelle MR, Bernstein R, Bernson D, Land T, Stopka TJ, Rose AJ, Bharel M, Liebschutz JM, Walley AY. Touchpoints - Opportunities to predict and prevent opioid overdose: A cohort study. Drug Alcohol Depend 2019; 204:107537. [PMID: 31521956 PMCID: PMC7020606 DOI: 10.1016/j.drugalcdep.2019.06.039] [Citation(s) in RCA: 105] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 06/21/2019] [Accepted: 06/27/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND Medical care, public health, and criminal justice systems encounters could serve as touchpoints to identify and intervene with individuals at high-risk of opioid overdose death. The relative risk of opioid overdose death and proportion of deaths that could be averted at such touchpoints are unknown. METHODS We used 8 individually linked data sets from Massachusetts government agencies to perform a retrospective cohort study of Massachusetts residents ages 11 and older. For each month in 2014, we identified past 12-month exposure to 4 opioid prescription touchpoints (high dosage, benzodiazepine co-prescribing, multiple prescribers, or multiple pharmacies) and 4 critical encounter touchpoints (opioid detoxification, nonfatal opioid overdose, injection-related infection, and release from incarceration). The outcome was opioid overdose death. We calculated Standardized Mortality Ratios (SMRs) and Population Attributable Fractions (PAFs) associated with touchpoint exposure. RESULTS The cohort consisted of 6,717,390 person-years of follow-up with 1315 opioid overdose deaths. We identified past 12-month exposure to any touchpoint in 2.7% of person-months and for 51.8% of opioid overdose deaths. Opioid overdose SMRs were 12.6 (95% CI: 11.1, 14.1) for opioid prescription and 68.4 (95% CI: 62.4, 74.5) for critical encounter touchpoints. Fatal opioid overdose PAFs were 0.19 (95% CI: 0.17, 0.21) for opioid prescription and 0.37 (95% CI: 0.34, 0.39) for critical encounter touchpoints. CONCLUSIONS Using public health data, we found eight candidate touchpoints were associated with increased risk of fatal opioid overdose, and collectively identified more than half of opioid overdose decedents. These touchpoints are potential targets for development of overdose prevention interventions.
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Affiliation(s)
- Marc R. Larochelle
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02218, USA,Corresponding author at: Boston Medical Center, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02118, USA. (M.R. Larochelle)
| | - Ryan Bernstein
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02218, USA
| | - Dana Bernson
- Massachusetts Department of Public Health, 250 Washington Street, Boston, MA 02108, USA
| | - Thomas Land
- Department of Medicine, University of Massachusetts Medical School, 55 North Lake Avenue, Worcester, MA 01655, USA
| | - Thomas J. Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Adam J. Rose
- RAND Corporation, 20 Park Plaza #920, Boston, MA 02116, USA
| | - Monica Bharel
- Massachusetts Department of Public Health, 250 Washington Street, Boston, MA 02108, USA
| | - Jane M. Liebschutz
- Division of General Internal Medicine, Center for Research on Health Care, University of Pittsburgh School of Medicine, 200 Lothrop Street, Suite 933 West MUH, Pittsburgh, PA 15213, USA
| | - Alexander Y. Walley
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02218, USA,Massachusetts Department of Public Health, 250 Washington Street, Boston, MA 02108, USA
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13
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Geiger C, Smart R, Stein BD. Who receives naloxone from emergency medical services? Characteristics of calls and recent trends. Subst Abus 2019; 41:400-407. [PMID: 31361589 DOI: 10.1080/08897077.2019.1640832] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background: With the rapid rise in opioid overdose-related deaths, state policy makers have expanded policies to increase the use of naloxone by emergency medical services (EMS). However, little is known about changes in EMS naloxone administration in the context of continued worsening of the opioid crisis and efforts to increase use of naloxone. This study examines trends in patient demographics and EMS response characteristics over time and by county urbanicity. Methods: We used data from the 2013-2016 National EMS Information System to examine trends in patient demographics and EMS response characteristics for 911-initiated incidents that resulted in EMS naloxone administration. We also assessed temporal, regional, and urban-rural variation in per capita rates of EMS naloxone administrations compared with per capita rates of opioid-related overdose deaths. Results: From 2013 to 2016, naloxone administrations increasingly involved young adults and occurred in public settings. Particularly in urban counties, there were modest but significant increases in the percentage of individuals who refused subsequent treatment, were treated and released, and received multiple administrations of naloxone before and after arrival of EMS personnel. Over the 4-year period, EMS naloxone administrations per capita increased at a faster rate than opioid-related overdose deaths across urban, suburban, and rural counties. Although national rates of naloxone administration were consistently higher in suburban counties, these trends varied across U.S. Census Regions, with the highest rates of suburban administration occurring in the South. Conclusions: Naloxone administration rates increased more quickly than opioid deaths across all levels of county urbanicity, but increases in the percentage of individuals requiring multiple doses and refusing subsequent care require further attention.
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Affiliation(s)
- Caroline Geiger
- Harvard University, Cambridge, Massachusetts, USA.,RAND Corporation, Santa Monica, California, USA
| | | | - Bradley D Stein
- RAND Corporation, Santa Monica, California, USA.,University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
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14
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Kaski SW, Brooks S, Wen S, Haut MW, Siderovski DP, Berry JH, Lander LR, Setola V. Four single nucleotide polymorphisms in genes involved in neuronal signaling are associated with Opioid Use Disorder in West Virginia. J Opioid Manag 2019; 15:103-109. [PMID: 31057342 DOI: 10.5055/jom.2019.0491] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Objective Pilot study to assess utility in opioid use disorder (OUD) of a panel of single nucleotide polymorphisms in genes previously related to substance use disorder (SUD) and/or phenotypes that predispose individuals to OUD/SUD. Design Genetic association study. Setting West Virginia University's Chestnut Ridge Center Comprehensive Opioid Abuse Treatment (COAT) clinic for individuals diagnosed with OUD. Patients Sixty patients 18 years of age or older with OUD undergoing medication (buprenorphine/naloxone)-assisted treatment (MAT); all sixty patients recruited contributed samples for genetic analysis. Outcome Measures Minor allele frequencies for single nucleotide polymorphisms. Results Four of the fourteen single nucleotide polymorphisms examined were present at frequencies that are statistically significantly different than in a demographically-matched general population. Conclusions For the purposes of testing WV individuals via genetic means for predisposition to OUD, at least four single nucleotide polymorphisms in three genes are likely to have utility in predicting susceptibility. Additional studies with larger populations will need to be conducted to confirm these results before use in a clinical setting.
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Affiliation(s)
- Shane W Kaski
- Department of Physiology & Pharmacology, West Virginia University School of Medicine, Morgantown, WV
| | | | - Sijin Wen
- Department of Biostatistics, West Virginia University School of Public Health, Morgantown, WV
| | - Marc W Haut
- Department of Behavioral Medicine & Psychiatry, West Virginia University School of Medicine, Morgantown, WV
| | - David P Siderovski
- Department of Physiology & Pharmacology, West Virginia University School of Medicine, Morgantown, WV
| | - James H Berry
- Chestnut Ridge Center and Inpatient Acute Dual Diagnosis Program, West Virginia University School of Medicine, Morgantown, WV
| | - Laura R Lander
- West Virginia University School of Medicine, Morgantown, WV
| | - Vincent Setola
- Departments of Behavioral Medicine & Psychiatry, Neuroscience, and Physiology & Pharmacology, West Virginia University School of Medicine, Morgantown, WV
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15
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Lee BH, Kumar KK, Wu EC, Wu CL. Role of regional anesthesia and analgesia in the opioid epidemic. Reg Anesth Pain Med 2019; 44:rapm-2018-100102. [PMID: 30760506 DOI: 10.1136/rapm-2018-100102] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 10/23/2018] [Accepted: 10/28/2018] [Indexed: 01/05/2023]
Affiliation(s)
- Bradley H Lee
- Department of Anesthesiology, Hospital for Special Surgery, New York City, New York, USA
- Department of Anesthesiology, Weill Cornell Medicine, New York City, New York, USA
| | - Kanupriya K Kumar
- Department of Anesthesiology, Hospital for Special Surgery, New York City, New York, USA
- Department of Anesthesiology, Weill Cornell Medicine, New York City, New York, USA
| | - Emily C Wu
- Department of Anesthesiology, Hospital for Special Surgery, New York City, New York, USA
| | - Christopher L Wu
- Department of Anesthesiology, Hospital for Special Surgery, New York City, New York, USA
- Department of Anesthesiology, Weill Cornell Medicine, New York City, New York, USA
- Armstrong Institute for Patient Safety and Quality, Johns Hopkins University, Baltimore, Maryland, USA
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16
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Rose AJ, McBain R, Schuler MS, LaRochelle MR, Ganz DA, Kilambi V, Stein BD, Bernson D, Chui KKH, Land T, Walley AY, Stopka TJ. Effect of Age on Opioid Prescribing, Overdose, and Mortality in Massachusetts, 2011 to 2015. J Am Geriatr Soc 2018; 67:128-132. [PMID: 30471102 DOI: 10.1111/jgs.15659] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 09/26/2018] [Accepted: 09/27/2018] [Indexed: 12/20/2022]
Abstract
OBJECTIVES To examine the effect of age on the likelihood of PIP of opioids and the effect of PIP on adverse outcomes. DESIGN Retrospective cohort study. SETTING Data from multiple state agencies in Massachusetts from 2011 to 2015. PARTICIPANTS Adult Massachusetts residents (N=3,078,163) who received at least one prescription opioid during the study period; approximately half (1,589,365) aged 50 and older. MEASUREMENTS We measured exposure to 5 types of PIP: high-dose opioids, coprescription with benzodiazepines, multiple opioid prescribers, multiple opioid pharmacies, and continuous opioid therapy without a pain diagnosis. We examined 3 adverse outcomes: nonfatal opioid overdose, fatal opioid overdose, and all-cause mortality. RESULTS The rate of any PIP increased with age, from 2% of individuals age 18 to 29 to 14% of those aged 50 and older. Older adults also had higher rates of exposure to 2 or more different types of PIP (40-49, 2.5%; 50-69, 5%; ≥70, 4%). Of covariates assessed, older age was the greatest predictor of PIP. In analyses stratified according to age, any PIP and specific types of PIP were associated with nonfatal overdose, fatal overdose, and all-cause mortality in younger and older adults. CONCLUSION Older adults are more likely to be exposed to PIP, which increases their risk of adverse events. Strategies to reduce exposure to PIP and to improve outcomes in those already exposed will be instrumental to addressing the opioid crisis in older adults. J Am Geriatr Soc 67:128-132, 2019.
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Affiliation(s)
- Adam J Rose
- RAND Corporation, Boston, Massachusetts.,Section of General Internal Medicine, School of Medicine, Boston University, Boston, Massachusetts
| | | | | | - Marc R LaRochelle
- Section of General Internal Medicine, School of Medicine, Boston University, Boston, Massachusetts
| | - David A Ganz
- RAND Corporation, Santa Monica, California.,David Geffen School of Medicine, Los Angeles, California.,Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California
| | | | - Bradley D Stein
- RAND Corporation, Pittsburgh, Pennsylvania.,School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Dana Bernson
- Massachusetts Department of Public Health, Boston, Massachusetts
| | | | - Thomas Land
- School of Medicine, University of Massachusetts, Worcester, Massachusetts
| | - Alexander Y Walley
- Section of General Internal Medicine, School of Medicine, Boston University, Boston, Massachusetts
| | - Thomas J Stopka
- School of Medicine, Tufts University, Boston, Massachusetts.,Tufts Clinical and Translational Sciences Institute, Boston, Massachusetts
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