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Delcher C, Harris DR, Park C, Strickler G, Talbert J, Freeman PR. "Doctor and pharmacy shopping": A fading signal for prescription opioid use monitoring? Drug Alcohol Depend 2021; 221:108618. [PMID: 33677354 PMCID: PMC8026641 DOI: 10.1016/j.drugalcdep.2021.108618] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 01/26/2021] [Accepted: 01/26/2021] [Indexed: 11/15/2022]
Abstract
BACKGROUND The term "doctor and pharmacy shopping" colloquially describes patients with high multiple provider episodes (MPEs)-a threshold count of distinct prescribers and/or pharmacies involved in prescription fulfillment. Opioid-related MPEs are implicated in the global opioid crisis and heavily monitored by government databases such as U.S. state prescription drug monitoring programs (PDMPs). We applied a widely-used MPE definition to examine U.S. trends from a large, commercially-insured population from 2010 to 2017. Further, we examined the proportion of enrollees identified as "doctor shoppers" with evidence of a cancer diagnosis to examine the risk of false positives. METHODS Using a large, commercially-insured population, we identified patients with opioid-related MPEs: opioid prescriptions (Schedule II-V, no buprenorphine) filled from ≥5 prescribers AND ≥ 5 pharmacies within the past 90 days ("5x5x90d"). Quarterly rates per 100,000 enrollees (two specifications) were calculated between 2010 and 2017. We examined the trend in a recently published all-payer, 7 state cohort from the U.S. Centers for Disease Control and Prevention for comparison. Cancer-related ICD-9/10-CM codes were used. RESULTS Quarterly MPE rates declined by approximately 73 % from 18.2-4.9 per 100,000 enrollee population with controlled substance prescriptions. In 2017, nearly one fifth of these commercially-insured enrollees identified by the 5x5x90d algorithm were diagnosed with cancer. Approximately 8% of this sample included patients with ≥ 1 buprenorphine prescriptions. CONCLUSIONS Opioid "shopping" flags are a long-standing but rapidly fading PDMP signal. To avoid unintended consequences, such as identifying legitimate medical encounters requiring high healthcare utilization or opioid treatment, while maintaining vigilance, more nuanced and sophisticated approaches are needed.
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Affiliation(s)
- Chris Delcher
- Institute for Pharmaceutical Outcomes and Policy, University of Kentucky, 760 Press Avenue, Research Building 2, Ste 260, Lexington, KY, 40536-0679, United States; Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, 760 Press Avenue, Research Building 2, Ste 260, Lexington, KY, 40536-0679, United States.
| | - Daniel R. Harris
- Institute for Pharmaceutical Outcomes and Policy, University of Kentucky, 760 Press Avenue, Research Building 2, Ste 260 Lexington, KY 40536-0679,Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, 760 Press Avenue, Research Building 2, Ste 260 Lexington, KY 40536-0679
| | - Changwe Park
- Institute for Pharmaceutical Outcomes and Policy, University of Kentucky, 760 Press Avenue, Research Building 2, Ste 260 Lexington, KY 40536-0679,Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, 760 Press Avenue, Research Building 2, Ste 260 Lexington, KY 40536-0679
| | - Gail Strickler
- Schneider Institutes for Health Policy, Brandeis University, 415 South Street Waltham, MA 02454-9110
| | - Jeffery Talbert
- Institute for Biomedical Informatics, College of Medicine, University of Kentucky, 267 Healthy Kentucky Research Building 760 Press Ave Lexington, KY 40536
| | - Patricia R. Freeman
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, 760 Press Avenue, Research Building 2, Ste 260 Lexington, KY 40536-0679
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102
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Jones KF, Ho JJ, Sager Z, Childers J, Merlin J. Adapting Palliative Care Skills to Provide Substance Use Disorder Treatment to Patients With Serious Illness. Am J Hosp Palliat Care 2021; 39:101-107. [PMID: 33685244 DOI: 10.1177/1049909121999783] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The majority of Palliative Care (PC) clinicians report recently caring for a person with a Substance Use Disorder (SUD). The impact of an untreated SUD is associated with significant suffering but many PC clinicians report a lack of confidence in managing this population. OBJECTIVE This paper aims to demonstrate existing PC skills that can be adapted to provide primary SUD treatment. METHODS A comprehensive literature review was conducted on quality PC domains and core SUD treatment principles. To demonstrate the shared philosophy and skills of PC clinicians and SUD treatment, the National Consensus Project Clinical Practice Guidelines for Quality Palliative Care and resources outlining core Addiction Medicine and Nursing Competencies were used. RESULTS There is an abundance of overlapping domains in PC and SUD treatment. This paper focuses on the domains of communication, team-based care, quality of life considerations, addressing social determinants of health, and adherence to ethical principles. In each section, the shared domain in PC and SUD treatment is discussed and steps to expand PC clinician's skills are provided. CONCLUSION PC clinicians may be among the last healthcare touchpoint for persons with SUD, by naming the shared skills required in PC and evidenced-based SUD treatment, we challenge the field to undertake primary SUD treatment as part of its constant pursuit to better serve people living with serious illness.
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Affiliation(s)
| | - J Janet Ho
- University of California San Francisco, San Francisco, CA, USA
| | - Zachary Sager
- New England Geriatric Research Education and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
| | - Julie Childers
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jessica Merlin
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Abstract
IMPORTANCE A persistently high US drug overdose death toll and increasing health care use associated with substance use disorder (SUD) create urgency for comprehensive estimates of attributable direct costs, which can assist in identifying cost-effective ways to prevent SUD and help people to receive effective treatment. OBJECTIVE To estimate the annual attributable medical cost of SUD in US hospitals from the health care payer perspective. DESIGN, SETTING, AND PARTICIPANTS This economic evaluation of observational data used multivariable regression analysis and mathematical modeling of hospital encounter costs, controlling for patient demographic, clinical, and insurance characteristics, and compared encounters with and without secondary SUD diagnosis to statistically identify the total attributable cost of SUD. Nationally representative hospital emergency department (ED) and inpatient encounters from the 2017 Healthcare Cost and Utilization Project Nationwide Emergency Department Sample and National Inpatient Sample were studied. Statistical analysis was performed from March to June 2020. EXPOSURES International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) principal or secondary SUD diagnosis on the hospital discharge record according to the Clinical Classifications Software categories (disorders related to alcohol, cannabis, hallucinogens, inhalants, opioids, sedatives, stimulants, and other substances). MAIN OUTCOMES AND MEASURES Annual attributable SUD medical cost in hospitals overall and by substance type (eg, alcohol). The number of encounters (ED and inpatient) with SUD diagnosis (principal or secondary) and the mean cost attributable to SUD per encounter by substance type are also reported. RESULTS This study examined a total of 124 573 175 hospital ED encounters and 33 648 910 hospital inpatient encounters from the 2017 Healthcare Cost and Utilization Project Nationwide Emergency Department Sample and National Inpatient Sample. Total annual estimated attributable SUD medical cost in hospitals was $13.2 billion. By substance type, the cost ranged from $4 million for inhalant-related disorders to $7.6 billion for alcohol-related disorders. CONCLUSIONS AND RELEVANCE This study's results suggest that the cost of effective prevention and treatment may be substantially offset by a reduction in the high direct medical cost of SUD hospital care. The findings of this study may inform the treatment of patients with SUD during hospitalization, which presents a critical opportunity to engage patients who are at high risk for overdose. Aligning incentives such that prevention cost savings accrue to payers and practitioners that are otherwise responsible for SUD-related medical costs in hospitals and other health care settings may encourage prevention investment.
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Affiliation(s)
- Cora Peterson
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Mengyao Li
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Likang Xu
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Christina A. Mikosz
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Feijun Luo
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
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Howell BA, Bart G, Wang EA, Winkelman TN. Service Involvement Across Multiple Sectors Among People Who Use Opioids, Methamphetamine, or Both, United States-2015-2018. Med Care 2021; 59:238-244. [PMID: 33165146 PMCID: PMC7878287 DOI: 10.1097/mlr.0000000000001460] [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] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND The fourth wave of the opioid crisis is characterized by increased use and co-use of methamphetamine. How opioid and methamphetamine co-use is associated with health care use, housing instability, social service use, and criminal justice involvement has not been studied and could inform future interventions and partnerships. OBJECTIVES To estimate service involvement across sectors among people who reported past year opioid and methamphetamine co-use, methamphetamine use, opioid use, or neither opioid nor methamphetamine use. RESEARCH DESIGN We examined 2015-2018 data from the National Survey on Drug Use and Health. We used multivariable negative binomial and logistic regression models and predictive margins, adjusted for sociodemographic and clinical characteristics. SUBJECTS Nonelderly US adults aged 18 or older. MEASURES Hospital days, emergency department visits, housing instability, social service use, and criminal justice involvement in the past year. RESULTS In adjusted analyses, adults who reported opioid and methamphetamine co-use had 99% more overnight hospital days, 46% more emergency department visits, 2.1 times more housing instability, 1.4 times more social service use, and 3.3 times more criminal justice involvement compared with people with opioid use only. People who used any methamphetamine, with opioids or alone, were significantly more likely be involved with services in 2 or more sectors compared with those who used opioids only (opioids only: 11.6%; methamphetamine only: 19.8%; opioids and methamphetamine: 27.6%). CONCLUSIONS Multisector service involvement is highest among those who use both opioids and methamphetamine, suggesting that partnerships between health care, housing, social service, and criminal justice agencies are needed to develop, test, and implement interventions to reduce methamphetamine-related morbidity.
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Affiliation(s)
- Benjamin A. Howell
- National Clinician Scholars Program, Yale School of Medicine, New Haven, CT
- VA Connecticut Healthcare System, West Haven, CT
| | - Gavin Bart
- Division of Addiction Medicine, Department of Medicine, Hennepin Healthcare, Minneapolis, MN
- Hennepin Healthcare Research Institute, Minneapolis, MN
| | - Emily A. Wang
- National Clinician Scholars Program, Yale School of Medicine, New Haven, CT
- Division of General Internal Medicine, Yale School of Medicine, New Haven, CT
| | - Tyler N.A. Winkelman
- Hennepin Healthcare Research Institute, Minneapolis, MN
- Division of General Internal Medicine, Department of Medicine, Hennepin Healthcare, Minneapolis, MN
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105
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Grella CE, Ostlie E, Scott CK, Dennis ML, Carnevale J, Watson DP. A scoping review of factors that influence opioid overdose prevention for justice-involved populations. Subst Abuse Treat Prev Policy 2021; 16:19. [PMID: 33618744 PMCID: PMC7898779 DOI: 10.1186/s13011-021-00346-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND There is a high risk of death from opioid overdose following release from prison. Efforts to develop and implement overdose prevention programs for justice-involved populations have increased in recent years. An understanding of the gaps in knowledge on prevention interventions is needed to accelerate development, implementation, and dissemination of effective strategies. METHODS A systematic search process identified 43 published papers addressing opioid overdose prevention in criminal justice settings or among justice-involved populations from 2010 to February 2020. Cross-cutting themes were identified, coded and qualitatively analyzed. RESULTS Papers were coded into five categories: acceptability (n = 8), accessibility (n = 4), effectiveness (n = 5), feasibility (n = 7), and participant overdose risk (n = 19). Common themes were: (1) Acceptability of naloxone is associated with injection drug use, overdose history, and perceived risk within the situational context; (2) Accessibility of naloxone is a function of the interface between corrections and community; (3) Evaluations of overdose prevention interventions are few, but generally show increases in knowledge or reductions in opioid overdose; (4) Coordinated efforts are needed to implement prevention interventions, address logistical challenges, and develop linkages between corrections and community providers; (5) Overdose is highest immediately following release from prison or jail, often preceded by service-system interactions, and associated with drug-use severity, injection use, and mental health disorders, as well as risks in the post-release environment. CONCLUSION Study findings can inform the development of overdose prevention interventions that target justice-involved individuals and policies to support their implementation across criminal justice and community-based service systems.
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Affiliation(s)
| | - Erika Ostlie
- Carnevale Associates LLC, 4 Belinder Rd, Gaithersburg, MD 20878 USA
| | - Christy K. Scott
- Chestnut Health Systems, 221 W. Walton St, Chicago, IL 60610 USA
| | | | - John Carnevale
- Carnevale Associates LLC, 4 Belinder Rd, Gaithersburg, MD 20878 USA
| | - Dennis P. Watson
- Chestnut Health Systems, 221 W. Walton St, Chicago, IL 60610 USA
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106
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Formica SW, Waye KM, Benintendi AO, Yan S, Bagley SM, Beletsky L, Carroll JJ, Xuan Z, Rosenbloom D, Apsler R, Green TC, Hunter A, Walley AY. Characteristics of post-overdose public health-public safety outreach in Massachusetts. Drug Alcohol Depend 2021; 219:108499. [PMID: 33421800 DOI: 10.1016/j.drugalcdep.2020.108499] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 12/21/2020] [Accepted: 12/22/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND As a response to mounting overdose fatalities, cross-agency outreach efforts have emerged to reduce future risk among overdose survivors. We aimed to characterize such programs in Massachusetts, with focus on team composition, approach, services provided, and funding. METHODS We conducted a two-phase cross-sectional survey of public health and safety providers in Massachusetts. Providers in all 351 municipalities received a screening survey. Those with programs received a second, detailed survey. We analyzed responses using descriptive statistics. RESULTS As of July 2019, 44 % (156/351) of Massachusetts municipalities reported post-overdose outreach programs, with 75 % (104/138) formed between 2016-2019. Teams conducted home-based outreach 1-3 days following overdose events. Police departments typically supplied location information on overdose events (99 %, 136/138) and commonly participated in outreach visits (86 %, 118/138) alongside public health personnel, usually from community-based organizations. Teams provided or made referrals to services including inpatient addiction treatment, recovery support, outpatient medication, overdose prevention education, and naloxone. Some programs deployed law enforcement tools, including pre-visit warrant queries (57 %, 79/138), which occasionally led to arrest (11 %, 9/79). Many programs (81 %, 112/138) assisted families with involuntary commitment to treatment - although this was usually considered an option of last resort. Most programs were grant-funded (76 %, 104/136) and engaged in cross-municipal collaboration (94 %, 130/138). CONCLUSIONS Post-overdose outreach programs have expanded, typically as collaborations between police and public health. Further research is needed to better understand the implications of involving police and to determine best practices for increasing engagement in treatment and harm reduction services and reduce subsequent overdose.
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Affiliation(s)
- Scott W Formica
- Social Science Research and Evaluation, Inc., 21-C Cambridge Street, Burlington, MA 01803, USA.
| | - Katherine M Waye
- Grayken Center for Addiction and Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Boston Medical Center/Boston University School of Medicine, 801 Massachusetts Avenue, Boston, MA 02118, USA
| | - Allyn O Benintendi
- Grayken Center for Addiction and Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Boston Medical Center/Boston University School of Medicine, 801 Massachusetts Avenue, Boston, MA 02118, USA
| | - Shapei Yan
- Grayken Center for Addiction and Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Boston Medical Center/Boston University School of Medicine, 801 Massachusetts Avenue, Boston, MA 02118, USA
| | - Sarah M Bagley
- Grayken Center for Addiction and Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Boston Medical Center/Boston University School of Medicine, 801 Massachusetts Avenue, Boston, MA 02118, USA; Division of General Pediatrics, Department of Pediatrics, Boston University School of Medicine/Boston Medical Center, Boston, MA 02118, USA
| | - Leo Beletsky
- Northeastern University School of Law and Bouve College of Health Sciences, 350 Huntington Avenue, Boston, MA 02115, USA; Division of Infectious Diseases and Global Public Health, University of California at San Diego School of Medicine, La Jolla, CA, USA
| | - Jennifer J Carroll
- Elon University, Department of Sociology and Anthropology, 2035 Campus Box, Elon, NC 27244, USA; Warren Alpert School of Medicine of Brown University, 222 Richmond Street, Providence, RI 02903, USA
| | - Ziming Xuan
- Boston University School of Public Health, Department of Community Health Sciences, 801 Massachusetts Avenue, Boston, MA 02118, USA
| | - David Rosenbloom
- Boston University School of Public Health, Department of Health Law, Policy and Management, Talbot Building, 715 Albany Street, Boston, MA 02118, USA
| | - Robert Apsler
- Social Science Research and Evaluation, Inc., 21-C Cambridge Street, Burlington, MA 01803, USA
| | - Traci C Green
- Warren Alpert School of Medicine of Brown University, 222 Richmond Street, Providence, RI 02903, USA; Brandeis University, The Heller School for Social Policy and Management, 415 South Street Waltham, MA 02453, USA; Center of Biomedical Research Excellence on Opioids and Overdose, Rhode Island Hospital, 8 Third Street, Second Floor, Providence, RI 02906, USA
| | - Allie Hunter
- Police Assisted Addiction and Recovery Initiative (PAARI), 253 Amory Street, Boston, MA 02130, USA
| | - Alexander Y Walley
- Grayken Center for Addiction and Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Boston Medical Center/Boston University School of Medicine, 801 Massachusetts Avenue, Boston, MA 02118, USA
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107
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Pike E, Tillson M, Staton M, Webster JM. The role of law enforcement officers in responding to the opioid epidemic: A qualitative assessment. Subst Abus 2021; 42:813-820. [PMID: 33471613 PMCID: PMC8447229 DOI: 10.1080/08897077.2020.1865243] [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] [Indexed: 10/22/2022]
Abstract
Background: Opioid-related overdose deaths continue to rise with the ongoing opioid epidemic. In response, changes in the role of law enforcement officers have included being trained to administer naloxone to reverse overdoses and offering navigation and referrals to substance use treatment. Methods: This secondary data analysis includes qualitative data from law enforcement officers collected as part of a mixed-methods needs assessment from one Kentucky county. Law enforcement officers (n = 151) responded to a confidential, online survey using Qualtrics and a subsample also completed a qualitative interview (n = 6). Open-ended questions in the online survey and interviews included how the opioid epidemic has affected the individual's profession, specifically their role in reversing overdoses and providing referrals to individuals who misuse opioids. Results: Law enforcement officers surveyed indicated that they have expanded their professional roles to include providing naloxone to reverse opioid overdoses and referrals. While their specific roles and duties have changed to include naloxone administration to reverse opioid overdoses and providing referrals, officers felt that this was just part of their job in responding to the needs of the community. Officers reported that they have learned how to use (99%) and carry naloxone (87%) to reverse opioid related overdoses. The majority (92%) reported providing referrals (e.g., treatment and harm reduction resources) to individuals who misuse opioids. Conclusions: The opioid epidemic has changed the roles of law enforcement officers, including providing naloxone to reverse overdoses and referrals for treatment. Future research should continue to explore how substance misuse in the community changes the roles of law enforcement officers and how to best train and support officers as their roles evolve in response to these changes.
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Affiliation(s)
- Erika Pike
- Department of Behavioral Science, University of Kentucky College of Medicine, Medical Behavioral Science Building, Lexington, KY 40536-0086, USA
| | - Martha Tillson
- Center on Drug and Alcohol Research, University of Kentucky, 845 Angliana Ave, Lexington, KY 40502, USA
- Department of Sociology, University of Kentucky College of Arts and Sciences, Lexington KY 40506-0027, USA
| | - Michele Staton
- Department of Behavioral Science, University of Kentucky College of Medicine, Medical Behavioral Science Building, Lexington, KY 40536-0086, USA
- Center on Drug and Alcohol Research, University of Kentucky, 845 Angliana Ave, Lexington, KY 40502, USA
| | - J. Matthew Webster
- Department of Behavioral Science, University of Kentucky College of Medicine, Medical Behavioral Science Building, Lexington, KY 40536-0086, USA
- Center on Drug and Alcohol Research, University of Kentucky, 845 Angliana Ave, Lexington, KY 40502, USA
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108
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Kimmel SD, Gaeta JM, Hadland SE, Hallett E, Marshall BDL. Principles of Harm Reduction for Young People Who Use Drugs. Pediatrics 2021; 147:S240-S248. [PMID: 33386326 PMCID: PMC7907587 DOI: 10.1542/peds.2020-023523g] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/23/2020] [Indexed: 11/24/2022] Open
Abstract
In summarizing the proceedings of a longitudinal meeting of experts on substance use disorders among adolescents and young adults, we review 2 principles of care related to harm reduction for young adults with substance use disorders. The first is that harm reduction services are critical to keeping young adults alive and healthy and can offer opportunities for future engagement in treatment. Such services therefore should be offered at every opportunity, regardless of an individual's interest or ability to minimize use of substances. The second is that all evidence-based harm reduction strategies available to older adults should be available to young adults and that whenever possible, harm reduction programs should be tailored to young adults and be developmentally appropriate.
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Affiliation(s)
- Simeon D Kimmel
- Clinical Addition Research and Education Unit,
- Sections of General Internal Medicine and
- Infectious Diseases, Department of Medicine, Boston University School of Medicine and
- Grayken Center for Addiction, Boston Medical Center, Boston, Massachusetts
| | - Jessie M Gaeta
- Sections of General Internal Medicine and
- Institute for Research, Quality, and Policy in Homeless Health Care, Boston Health Care for the Homeless Program, Boston, Massachusetts
| | - Scott E Hadland
- Division of General Pediatrics, Department of Pediatrics, School of Medicine, Boston University and Grayken Center for Addiction, Boston Medical Center, Boston, Massachusetts; and
| | - Eliza Hallett
- Division of General Pediatrics, Department of Pediatrics, School of Medicine, Boston University and Grayken Center for Addiction, Boston Medical Center, Boston, Massachusetts; and
| | - Brandon D L Marshall
- Department of Epidemiology, School of Public Health, Brown University, Providence, Rhode Island
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109
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Spreading Addictions Care Across Oregon's Rural and Community Hospitals: Mixed-Methods Evaluation of an Interprofessional Telementoring ECHO Program. J Gen Intern Med 2021; 36:100-107. [PMID: 32885371 PMCID: PMC7859151 DOI: 10.1007/s11606-020-06175-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 08/20/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND Despite evidence of effectiveness, most US hospitals do not deliver hospital-based addictions care. ECHO (Extension for Community Healthcare Outcomes) is a telementoring model for providers across diverse geographic areas. We developed and implemented a substance use disorder (SUD) in hospital care ECHO to support statewide dissemination of best practices in hospital-based addictions care. OBJECTIVES Assess the feasibility, acceptability, and effects of ECHO and explore lessons learned and implications for the spread of hospital-based addictions care. DESIGN Mixed-methods study with a pre-/post-intervention design. PARTICIPANTS Interprofessional hospital providers and administrators across Oregon. INTERVENTION A 10-12-week ECHO that included participant case presentations and brief didactics delivered by an interprofessional faculty, including peers with lived experience in recovery. APPROACH To assess feasibility and acceptability, we collected enrollment, attendance, and participant feedback data. To evaluate ECHO effects, we used pre-/post-ECHO assessments and performed a thematic analysis of open-ended survey responses and participant focus groups. KEY RESULTS We recruited 143 registrants to three cohorts between January and September 2019, drawing from 32 of Oregon's 62 hospitals and one southwest Washington hospital. Ninety-six (67.1%) attended at least half of ECHO sessions. Participants were highly satisfied with ECHO. After ECHO, participants were more prepared to treat SUD; however, prescribing did not change. Participants identified substantial gains in knowledge and skills, particularly regarding the use of medications for opioid use disorder; patient-centered communication with people who use drugs; and understanding harm reduction as a valid treatment approach. ECHO built a community of practice and reduced provider isolation. Participants recognized the need for supportive hospital leadership, policies, and SUD resources to fully implement and adopt hospital-based SUD care. CONCLUSIONS A statewide, interprofessional SUD hospital care ECHO was feasible and acceptable. Findings may be useful to health systems, states, and regions looking to expand hospital-based addictions care.
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110
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Wakeman SE, Kane M, Powell E, Howard S, Shaw C, Kehoe L, Rosen J, Quinlan J, Regan S. A hospital-wide initiative to redesign substance use disorder care: Impact on pharmacotherapy initiation. Subst Abus 2020; 42:767-774. [PMID: 33270549 DOI: 10.1080/08897077.2020.1846664] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Background: Substance use disorder (SUD) treatment in general medical settings remains underutilized. We evaluated 5 years of a hospital-wide SUD initiative which included an inpatient addiction consult team (ACT), low-threshold Bridge Clinic, recovery coaches, and office-based addiction treatment (OBAT) nurses. Methods: Naturalistic registry study. We calculated frequencies of patient contacts, types of substance use diagnoses, and medication treatment initiation and duration. Results: From 2014 to 2019, 7,036 unique patients were seen, including 4,959 by ACT, 1,197 in Bridge Clinic, 2,250 by a recovery coach, and 979 by an OBAT nurse. The median age was 47, 31% were women, 80% were white, 7% were black, 6% were Hispanic/Latinx, and 25% were experiencing homelessness. Alcohol use disorder was seen in 62%, opioid use disorder in 54%, cocaine use disorder in 29%, benzodiazepine use disorder in 14%, and stimulant use disorder in 7%. Co-occurring medical and psychiatric illnesses were common; 35% had hepatitis C, 59% depression, 66% anxiety, and 13% schizophrenia. 1,623 patients received a prescription for buprenorphine during the study period (42% of patients with OUD), 877 for oral naltrexone, and 163 for extended-release naltrexone. The mean length of continuous treatment was 178.4 days for buprenorphine, 47.7 days for oral naltrexone, and 1.29 injections for extended-release naltrexone. Conclusion: A hospital SUD initiative effectively initiated SUD pharmacotherapy with naltrexone and buprenorphine. Medication treatment episodes were longer with buprenorphine.
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Affiliation(s)
- Sarah E Wakeman
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Martha Kane
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Elizabeth Powell
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Sydney Howard
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher Shaw
- Department of Nursing and Patient Care Services, Massachusetts General Hospital, Boston, MA, USA
| | - Laura Kehoe
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Joy Rosen
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Joan Quinlan
- Center for Community Health Improvement, Massachusetts General Hospital, Boston, MA, USA
| | - Susan Regan
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
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111
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Winhusen T, Walley A, Fanucchi LC, Hunt T, Lyons M, Lofwall M, Brown JL, Freeman PR, Nunes E, Beers D, Saitz R, Stambaugh L, Oga EA, Herron N, Baker T, Cook CD, Roberts MF, Alford DP, Starrels JL, Chandler RK. The Opioid-overdose Reduction Continuum of Care Approach (ORCCA): Evidence-based practices in the HEALing Communities Study. Drug Alcohol Depend 2020; 217:108325. [PMID: 33091842 PMCID: PMC7533113 DOI: 10.1016/j.drugalcdep.2020.108325] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 09/08/2020] [Accepted: 09/09/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND The number of opioid-involved overdose deaths in the United States remains a national crisis. The HEALing Communities Study (HCS) will test whether Communities That HEAL (CTH), a community-engaged intervention, can decrease opioid-involved deaths in intervention communities (n = 33), relative to wait-list communities (n = 34), from four states. The CTH intervention seeks to facilitate widespread implementation of three evidence-based practices (EBPs) with the potential to reduce opioid-involved overdose fatalities: overdose education and naloxone distribution (OEND), effective delivery of medication for opioid use disorder (MOUD), and safer opioid analgesic prescribing. A key challenge was delineating an EBP implementation approach useful for all HCS communities. METHODS A workgroup composed of EBP experts from HCS research sites used literature reviews and expert consensus to: 1) compile strategies and associated resources for implementing EBPs primarily targeting individuals 18 and older; and 2) determine allowable community flexibility in EBP implementation. The workgroup developed the Opioid-overdose Reduction Continuum of Care Approach (ORCCA) to organize EBP strategies and resources to facilitate EBP implementation. CONCLUSIONS The ORCCA includes required and recommended EBP strategies, priority populations, and community settings. Each EBP has a "menu" of strategies from which communities can select and implement with a minimum of five strategies required: one for OEND, three for MOUD, and one for prescription opioid safety. Identification and engagement of high-risk populations in OEND and MOUD is an ORCCArequirement. To ensure CTH has community-wide impact, implementation of at least one EBP strategy is required in healthcare, behavioral health, and criminal justice settings, with communities identifying particular organizations to engage in HCS-facilitated EBP implementation.
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Affiliation(s)
- Theresa Winhusen
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, 3131 Harvey Avenue, Cincinnati, OH 45229, USA; Center for Addiction Research, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH 45267, USA.
| | - Alexander Walley
- Grayken Center for Addiction, Clinical Addiction Research and Education Unit, Boston Medical Center and Boston University School of Medicine, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02118, USA
| | - Laura C Fanucchi
- Division of Infectious Diseases, Department of Medicine, University of Kentucky College of Medicine, Center on Drug and Alcohol Research, 845 Angliana Avenue, Lexington, KY 40508, USA
| | - Tim Hunt
- Columbia University, School of Social Work, Center for Healing of Opioid and Other Substance Use Disorders (CHOSEN), 1255 Amsterdam, Avenue, Rm 806, New York, NY 10027, USA
| | - Mike Lyons
- Center for Addiction Research, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH 45267, USA; Department of Emergency Medicine, University of Cincinnati College of Medicine 231 Albert Sabin Way, Cincinnati, OH 45267, USA
| | - Michelle Lofwall
- Departments of Behavioral Science and Psychiatry, University of Kentucky College of Medicine, Center on Drug and Alcohol Research, 845 Angliana Avenue, Lexington, KY 40508, USA
| | - Jennifer L Brown
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, 3131 Harvey Avenue, Cincinnati, OH 45229, USA; Center for Addiction Research, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH 45267, USA
| | - Patricia R Freeman
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, 789 S Limestone St, Lexington, KY 40536, USA
| | - Edward Nunes
- Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, Division on Substance Use, 1051 Riverside Drive, New York, NY 10032, USA
| | - Donna Beers
- Grayken Center for Addiction, Clinical Addiction Research and Education Unit, Boston Medical Center and Boston University School of Medicine, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02118, USA
| | - Richard Saitz
- Grayken Center for Addiction, Clinical Addiction Research and Education Unit, Boston Medical Center and Boston University School of Medicine, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02118, USA; Department of Community Health Sciences, Boston University School of Public Health, 801 Massachusetts Avenue 4th Floor, Boston, MA, 02118, USA
| | - Leyla Stambaugh
- Center for Applied Public Health Research, Research Triangle Institute (RTI) International, 6110 Executive Boulevard, Suite 902, Rockville. MD 20852, USA
| | - Emmanuel A Oga
- Center for Applied Public Health Research, Research Triangle Institute (RTI) International, 6110 Executive Boulevard, Suite 902, Rockville. MD 20852, USA
| | - Nicole Herron
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, 3131 Harvey Avenue, Cincinnati, OH 45229, USA; Center for Addiction Research, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH 45267, USA
| | - Trevor Baker
- Grayken Center for Addiction, Clinical Addiction Research and Education Unit, Boston Medical Center and Boston University School of Medicine, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02118, USA
| | - Christopher D Cook
- Opioid/Substance Use Priority Research Area, University of Kentucky, 845 Angliana Ave Lexington, KY 40508, USA
| | - Monica F Roberts
- Opioid/Substance Use Priority Research Area, University of Kentucky, 845 Angliana Ave Lexington, KY 40508, USA
| | - Daniel P Alford
- Grayken Center for Addiction, Clinical Addiction Research and Education Unit, Boston Medical Center and Boston University School of Medicine, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02118, USA
| | - Joanna L Starrels
- Department of Medicine, Albert Einstein College of Medicine and Montefiore Medical Center, 111 E. 210th Street, Bronx, NY 10467, USA
| | - Redonna K Chandler
- National Institute on Drug Abuse, National Institutes of Health, 6001 Executive Boulevard, Rockville, MD 20892, USA
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Capizzi J, Leahy J, Wheelock H, Garcia J, Strnad L, Sikka M, Englander H, Thomas A, Korthuis PT, Menza TW. Population-based trends in hospitalizations due to injection drug use-related serious bacterial infections, Oregon, 2008 to 2018. PLoS One 2020; 15:e0242165. [PMID: 33166363 PMCID: PMC7652306 DOI: 10.1371/journal.pone.0242165] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 10/27/2020] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Injection drug use has far-reaching social, economic, and health consequences. Serious bacterial infections, including skin/soft tissue infections, osteomyelitis, bacteremia, and endocarditis, are particularly morbid and mortal consequences of injection drug use. METHODS We conducted a population-based retrospective cohort analysis of hospitalizations among patients with a diagnosis code for substance use and a serious bacterial infection during the same hospital admission using Oregon Hospital Discharge Data. We examined trends in hospitalizations and costs of hospitalizations attributable to injection drug use-related serious bacterial infections from January 1, 2008 through December 31, 2018. RESULTS From 2008 to 2018, Oregon hospital discharge data included 4,084,743 hospitalizations among 2,090,359 patients. During the study period, hospitalizations for injection drug use-related serious bacterial infection increased from 980 to 6,265 per year, or from 0.26% to 1.68% of all hospitalizations (P<0.001). The number of unique patients with an injection drug use-related serious bacterial infection increased from 839 to 5,055, or from 2.52% to 8.46% of all patients (P<0.001). While hospitalizations for all injection drug use-related serious bacterial infections increased over the study period, bacteremia/sepsis hospitalizations rose most rapidly with an 18-fold increase. Opioid use diagnoses accounted for the largest percentage of hospitalizations for injection drug use-related serious bacterial infections, but hospitalizations for amphetamine-type stimulant-related serious bacterial infections rose most rapidly with a 15-fold increase. People living with HIV and HCV experienced increases in hospitalizations for injection drug use-related serious bacterial infection during the study period. Overall, the total cost of hospitalizations for injection drug use-related serious bacterial infections increased from $16,305,129 in 2008 to $150,879,237 in 2018 (P<0.001). CONCLUSIONS In Oregon, hospitalizations for injection drug use-related serious bacterial infections increased dramatically and exacted a substantial cost on the health care system from 2008 to 2018. This increase in hospitalizations represents an opportunity to initiate substance use disorder treatment and harm reduction services to improve outcomes for people who inject drugs.
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Affiliation(s)
- Jeffrey Capizzi
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
| | - Judith Leahy
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
| | - Haven Wheelock
- OutsideIn, A Federally Qualified Health Center (FQHC), Portland, Oregon, United States of America
| | - Jonathan Garcia
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, United States of America
| | - Luke Strnad
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
| | - Monica Sikka
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
| | - Honora Englander
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
| | - Ann Thomas
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
| | - P. Todd Korthuis
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
| | - Timothy William Menza
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
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Sun JW, Franklin JM, Rough K, Desai RJ, Hernández-Díaz S, Huybrechts KF, Bateman BT. Predicting overdose among individuals prescribed opioids using routinely collected healthcare utilization data. PLoS One 2020; 15:e0241083. [PMID: 33079968 PMCID: PMC7575098 DOI: 10.1371/journal.pone.0241083] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 10/07/2020] [Indexed: 01/03/2023] Open
Abstract
Introduction With increasing rates of opioid overdoses in the US, a surveillance tool to identify high-risk patients may help facilitate early intervention. Objective To develop an algorithm to predict overdose using routinely-collected healthcare databases. Methods Within a US commercial claims database (2011–2015), patients with ≥1 opioid prescription were identified. Patients were randomly allocated into the training (50%), validation (25%), or test set (25%). For each month of follow-up, pooled logistic regression was used to predict the odds of incident overdose in the next month based on patient history from the preceding 3–6 months (time-updated), using elastic net for variable selection. As secondary analyses, we explored whether using simpler models (few predictors, baseline only) or different analytic methods (random forest, traditional regression) influenced performance. Results We identified 5,293,880 individuals prescribed opioids; 2,682 patients (0.05%) had an overdose during follow-up (mean: 17.1 months). On average, patients who overdosed were younger and had more diagnoses and prescriptions. The elastic net model achieved good performance (c-statistic 0.887, 95% CI 0.872–0.902; sensitivity 80.2, specificity 80.1, PPV 0.21, NPV 99.9 at optimal cutpoint). It outperformed simpler models based on few predictors (c-statistic 0.825, 95% CI 0.808–0.843) and baseline predictors only (c-statistic 0.806, 95% CI 0.787–0.26). Different analytic techniques did not substantially influence performance. In the final algorithm based on elastic net, the strongest predictors were age 18–25 years (OR: 2.21), prior suicide attempt (OR: 3.68), opioid dependence (OR: 3.14). Conclusions We demonstrate that sophisticated algorithms using healthcare databases can be predictive of overdose, creating opportunities for active monitoring and early intervention.
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Affiliation(s)
- Jenny W. Sun
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
- * E-mail:
| | - Jessica M. Franklin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
| | - Kathryn Rough
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
| | - Rishi J. Desai
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
| | - Sonia Hernández-Díaz
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
| | - Krista F. Huybrechts
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
| | - Brian T. Bateman
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
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Coon SA, Hill LG, Hutchison RW, Arnold LM, Jarrett JB, Ottney AR, Oung AB, Painter NA, Smith MA, Stranges PM, Tran TH, McFee Winans AR, Bratberg JP. Mobilizing pharmacists to address the opioid crisis: A joint opinion of the ambulatory care and adult medicine practice and research networks of the American College of Clinical Pharmacy. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2020. [DOI: 10.1002/jac5.1331] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
- Scott A. Coon
- Department of Pharmacotherapeutics & Clinical Research University of South Florida, Taneja College of Pharmacy, Morsani College of Medicine Tampa Florida USA
| | - Lucas G. Hill
- Division of Pharmacy Practice The University of Texas at Austin College of Pharmacy Austin Texas USA
| | - Robert W. Hutchison
- Department of Pharmacy Practice Texas A&M Irma Lerma Rangel College of Pharmacy Round Rock Texas USA
| | - Lindsay M. Arnold
- Department of Pharmacy Services St. Elizabeth's Medical Center Brighton Massachusetts USA
| | - Jennie B. Jarrett
- Department of Pharmacy Practice University of Illinois at Chicago, College of Pharmacy Chicago Illinois USA
| | - Anne R. Ottney
- Department of Pharmacy Practice Ferris State University, College of Pharmacy Big Rapids Michigan USA
| | - Alvin B. Oung
- Department of Pharmacy Practice University of Wyoming School of Pharmacy Laramie Wyoming USA
| | - Nathan A. Painter
- Division of Clinical Pharmacy University of California San Diego Skaggs School of Pharmacy and Pharmaceutical Sciences San Diego California USA
| | - Michael A. Smith
- Department of Clinical Pharmacy University of Michigan College of Pharmacy Ann Arbor Michigan USA
| | - Paul M. Stranges
- Department of Pharmacy Practice University of Illinois at Chicago, College of Pharmacy Chicago Illinois USA
| | - Tran H. Tran
- Department of Pharmacy Practice Midwestern University Chicago College of Pharmacy Downers Grove Illinois USA
| | - Amanda R. McFee Winans
- Section of Clinical Pharmacy, Department of Pharmaceutical Care Services Bassett Medical Center Cooperstown New York USA
| | - Jeffrey P. Bratberg
- Department of Pharmacy Practice University of Rhode Island College of Pharmacy Kingston Rhode Island USA
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115
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Barocas JA, Gai MJ, Amuchi B, Jawa R, Linas BP. Impact of medications for opioid use disorder among persons hospitalized for drug use-associated skin and soft tissue infections. Drug Alcohol Depend 2020; 215:108207. [PMID: 32795883 PMCID: PMC7502512 DOI: 10.1016/j.drugalcdep.2020.108207] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 07/20/2020] [Accepted: 07/22/2020] [Indexed: 11/27/2022]
Abstract
BACKGROUND Skin and soft tissue infections (SSTI) are common complications of injection drug use. We aimed to determine if rehospitalization and recurrent SSTI differ among persons with opioid use disorder (OUD) hospitalized for SSTI who are initiated on MOUD within 30 days of discharge and those who are not. METHODS We performed a retrospective analysis of commercially insured adults aged 18 years and older in the U.S. with OUD and hospitalization for injection-related SSTI from 2010-2017. The primary exposure was initiation of MOUD in the 30 days following hospitalization for SSTI. The primary outcomes included 30-day and 1-year 1) all-cause rehospitalization and 2) recurrent SSTI. We calculated the incidence rates for the two groups: MOUD group and no MOUD group for the primary outcomes. We developed Cox models to determine if rehospitalization and recurrent SSTI differ between the two groups. RESULTS Only 5.5 % (357/6538) of people received MOUD in the month following their index SSTI hospitalization. 30-day rehospitalization incidence was higher in the MOUD group compared to no MOUD (35.9 vs 27.5 per 100 person-30 days) and one-year SSTI recurrence was lower (10.3 vs 18.7 per 100 person-years). In multivariable modeling, the MOUD group remained at significantly higher risk of 30-day rehospitalization compared to the no MOUD group and at lower risk for one-year SSTI recurrence. CONCLUSIONS MOUD receipt following SSTI hospitalization decreases risk of recurrent SSTI among persons with OUD. Further expansion of these in-hospital services could provide an effective tool in the U.S. response to the opioid epidemic.
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Affiliation(s)
- Joshua A. Barocas
- Section of Infectious Diseases, Boston Medical Center (BMC), 801 Massachusetts Ave, 2 Floor, Boston, MA, USA, 02118,Boston University School of Medicine, 801 Massachusetts Ave, 2 Floor, Boston, MA, USA, 02118
| | - Mam Jarra Gai
- Section of Infectious Diseases, Boston Medical Center (BMC), 801 Massachusetts Ave, 2 Floor, Boston, MA, USA, 02118
| | - Brenda Amuchi
- Section of Infectious Diseases, Boston Medical Center (BMC), 801 Massachusetts Ave, 2 Floor, Boston, MA, USA, 02118
| | - Raagini Jawa
- Section of Infectious Diseases, Boston Medical Center (BMC), 801 Massachusetts Ave, 2 Floor, Boston, MA, USA, 02118,Boston University School of Medicine, 801 Massachusetts Ave, 2 Floor, Boston, MA, USA, 02118
| | - Benjamin P. Linas
- Section of Infectious Diseases, Boston Medical Center (BMC), 801 Massachusetts Ave, 2 Floor, Boston, MA, USA, 02118,Boston University School of Medicine, 801 Massachusetts Ave, 2 Floor, Boston, MA, USA, 02118
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116
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Donovan E, Bratberg J, Baird J, Burstein D, Case P, Walley AY, Green TC. Pharmacy leaders' beliefs about how pharmacies can support a sustainable approach to providing naloxone to the community. Res Social Adm Pharm 2020; 16:1493-1497. [PMID: 31983625 DOI: 10.1016/j.sapharm.2020.01.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 01/11/2020] [Accepted: 01/13/2020] [Indexed: 01/30/2023]
Abstract
BACKGROUND Naloxone is an antidote to opioid overdose, and community pharmacies nationwide now provide broad access to this medication. OBJECTIVE The aim of this qualitative study was to understand how leaders in pharmacy organizations perceive pharmacies and pharmacy staff can optimize dispensing of naloxone. METHODS In-depth interviews were conducted with 12 pharmacy leaders in Massachusetts and Rhode Island. Participants were recruited from three types of community pharmacies: (1) chain; (2) independent; and (3) hospital outpatient. Theory-driven immersion crystallization, using Brownlee et al.'s model of healthcare quality improvement, was used to inform coding of the interview data, with predetermined categories of staff; organization; and process. RESULTS Five main themes were identified: (1) Importance of staff training to increase comfort; (2) Strength through coordination of efforts; (3) Pharmacy as a community leader in the opioid crisis; (4) Persisting stigma; and (5) Ongoing workflow challenges. CONCLUSIONS The results uniquely reflect the experiences and insights of pharmacy leaders implementing public health initiatives during the opioid crisis and can be used for gaining insight into how pharmacists can efficiently provide naloxone to their communities.
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Affiliation(s)
| | | | - Janette Baird
- Department of Emergency Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | - Dina Burstein
- Department of Emergency Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | - Patricia Case
- Institute for Urban Health Research and Practice, Northeastern University, Boston, MA, USA
| | - Alexander Y Walley
- Clinical Addiction Research Education Unit, Boston University School of Medicine, Boston Medical Center, Boston, MA, USA
| | - Traci C Green
- Department of Emergency Medicine, Alpert Medical School of Brown University, Providence, RI, USA; Department of Epidemiology, Alpert Medical School of Brown University, Providence, RI, USA; Boston Medical Center Injury Prevention Center, Boston University School of Medicine, Department of Emergency Medicine, Boston, MA, USA
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Covington EC, Argoff CE, Ballantyne JC, Cowan P, Gazelka HM, Hooten WM, Kertesz SG, Manhapra A, Murphy JL, Stanos SP, Sullivan MD. Ensuring Patient Protections When Tapering Opioids: Consensus Panel Recommendations. Mayo Clin Proc 2020; 95:2155-2171. [PMID: 33012347 DOI: 10.1016/j.mayocp.2020.04.025] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 04/17/2020] [Accepted: 04/22/2020] [Indexed: 11/18/2022]
Abstract
Long-term opioid therapy has the potential for serious adverse outcomes and is often used in a vulnerable population. Because adverse effects or failure to maintain benefits is common with long-term use, opioid taper or discontinuation may be indicated in certain patients. Concerns about the adverse individual and population effects of opioids have led to numerous strategies aimed at reductions in prescribing. Although opioid reduction efforts have had generally beneficial effects, there have been unintended consequences. Abrupt reduction or discontinuation has been associated with harms that include serious withdrawal symptoms, psychological distress, self-medicating with illicit substances, uncontrolled pain, and suicide. Key questions remain about when and how to safely reduce or discontinue opioids in different patient populations. Thus, health care professionals who reduce or discontinue long-term opioid therapy require a clear understanding of the associated benefits and risks as well as guidance on the best practices for safe and effective opioid reduction. An interdisciplinary panel of pain clinicians and one patient advocate formulated recommendations on tapering methods and ongoing pain management in primary care with emphasis on patient-centered, integrated, comprehensive treatment models employing a biopsychosocial perspective.
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Affiliation(s)
- Edward C Covington
- Neurological Center for Pain (Emeritus), Cleveland Clinic, Cleveland, OH.
| | | | - Jane C Ballantyne
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle
| | | | - Halena M Gazelka
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN
| | - W Michael Hooten
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN
| | - Stefan G Kertesz
- Birmingham Veterans Affairs Medical Center and Division of Preventive Medicine, University of Alabama School of Medicine, Birmingham, AL
| | - Ajay Manhapra
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT; New England Mental Illness Research and Education Center, West Haven, CT; Advanced Pain Clinic, Hampton VA Medical Center, Hampton, VA
| | - Jennifer L Murphy
- James A. Haley Veterans Hospital and Department of Neurology, University of South Florida Morsani College of Medicine, Tampa
| | | | - Mark D Sullivan
- Department of Psychiatry and Behavioral Sciences, Department of Anesthesiology and Pain Medicine, and Department of Bioethics and Humanities, University of Washington School of Medicine, Seattle, WA
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Walley AY, Lodi S, Li Y, Bernson D, Babakhanlou-Chase H, Land T, Larochelle MR. Association between mortality rates and medication and residential treatment after in-patient medically managed opioid withdrawal: a cohort analysis. Addiction 2020; 115:1496-1508. [PMID: 32096908 PMCID: PMC7854020 DOI: 10.1111/add.14964] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Revised: 09/16/2019] [Accepted: 01/06/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIM Medically managed opioid withdrawal (detox) can increase the risk of subsequent opioid overdose. We assessed the association between mortality following detox and receipt of medications for opioid use disorder (MOUD) and residential treatment after detox. DESIGN Cohort study generated from individually linked public health data sets. SETTING Massachusetts, USA. PARTICIPANTS A total of 30 681 opioid detox patients with 61 819 detox episodes between 2012 and 2014. MEASUREMENTS Treatment categories included no post-detox treatment, MOUD, residential treatment or both MOUD and residential treatment identified at monthly intervals. We classified treatment exposures in two ways: (a) 'on-treatment' included any month where a treatment was received and (b) 'with-discontinuation' individuals were considered exposed through the month following treatment discontinuation. We conducted multivariable Cox proportional hazards analyses and extended Kaplan-Meier estimator cumulative incidence for all-cause and opioid-related mortality for the treatment categories as monthly time-varying exposure variables. FINDINGS Twelve months after detox, 41% received MOUD for a median of 3 months, 35% received residential treatment for a median of 2 months and 13% received both for a median of 5 months. In on-treatment analyses for all-cause mortality compared with no treatment, adjusted hazard ratios (AHR) were 0.34 [95% confidence interval (CI) = 0.27-0.43] for MOUD, 0.63 (95% CI = 0.47-0.84) for residential treatment and 0.11 (95% CI = 0.03-0.43) for both. In with-discontinuation analyses for all-cause mortality, compared with no treatment, AHRs were 0.52 (95% CI = 0.42-0.63) for MOUD, 0.76 (95% CI = 0.59-0.96) for residential treatment and 0.21 (95% CI = 0.08-0.55) for both. Results were similar for opioid-related overdose mortality. CONCLUSIONS Among people who have undergone medically managed opioid withdrawal, receipt of medications for opioid use disorder, residential treatment or the combination of medications for opioid use disorder and residential treatment were associated with substantially reduced mortality compared with no treatment.
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Affiliation(s)
- Alexander Y. Walley
- Boston University School of Medicine-Boston Medical Center, 801 Massachusetts Avenue, Boston, MA 02118,Massachusetts Department of Public Health, 250 Washington Street, Boston, MA 02108
| | - Sara Lodi
- Boston University School of Public Health, 801 Massachusetts Avenue, Boston, MA 02118
| | - Yijing Li
- Boston University School of Medicine-Boston Medical Center, 801 Massachusetts Avenue, Boston, MA 02118
| | - Dana Bernson
- Massachusetts Department of Public Health, 250 Washington Street, Boston, MA 02108
| | | | - Thomas Land
- University of Massachusetts Medical School, 55 N Lake Avenue, Worcester, MA 01655
| | - Marc R. Larochelle
- Boston University School of Medicine-Boston Medical Center, 801 Massachusetts Avenue, Boston, MA 02118
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119
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Mortality Following Nonfatal Opioid and Sedative/Hypnotic Drug Overdose. Am J Prev Med 2020; 59:59-67. [PMID: 32389530 PMCID: PMC7311279 DOI: 10.1016/j.amepre.2020.02.012] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 02/19/2020] [Accepted: 02/20/2020] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Opioid and sedative/hypnotic drug overdoses are major causes of morbidity in the U.S. This study compares 12-month incidence of fatal unintentional drug overdose, suicide, and other mortality among emergency department patients presenting with nonfatal opioid or sedative/hypnotic overdose. METHODS This is a retrospective cohort study using statewide, longitudinally linked emergency department patient record and mortality data from California. Participants comprised all residents presenting to a licensed emergency department at least once in 2009-2011 with nonfatal unintentional opioid overdose, sedative/hypnotic overdose, or neither (a 5% random sample). Participants were followed for 1 year after index emergency department presentation to assess death from unintentional overdose, suicide, or other causes, ascertained using ICD-10 codes. Absolute death rates per 100,000 person years and standardized mortality ratios relative to the general population were calculated. Data were analyzed February-August 2019. RESULTS Following the index emergency department visit, unintentional overdose death rates per 100,000 person years were 1,863 following opioid overdose, 342 following sedative/hypnotic overdose, and 31 for reference patients without an index overdose (respective standardized mortality ratios of 106.1, 95% CI=95.2, 116.9; 24.5, 95% CI=21.3, 27.6; and 2.6, 95% CI=2.2, 3.0). Suicide mortality rates per 100,000 were 319, 174, and 32 following opioid overdose, sedative/hypnotic overdose, and reference visits, respectively. Natural causes mortality rates per 100,000 were 8,058 (opioid overdose patients), 17,301 (sedative/hypnotic overdose patients), and 3,097 (reference patients). CONCLUSIONS Emergency department patients with nonfatal opioid or sedative/hypnotic drug overdose have exceptionally high risks of death from unintentional overdose, suicide, and other causes. Emergency department-based interventions offer potential for reducing these patients' overdose and other mortality risks.
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Krawczyk N, Schneider KE, Eisenberg MD, Richards TM, Ferris L, Mojtabai R, Stuart EA, Casey Lyons B, Jackson K, Weiner JP, Saloner B. Opioid overdose death following criminal justice involvement: Linking statewide corrections and hospital databases to detect individuals at highest risk. Drug Alcohol Depend 2020; 213:107997. [PMID: 32534407 DOI: 10.1016/j.drugalcdep.2020.107997] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 03/17/2020] [Accepted: 03/17/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Persons who interact with criminal justice and hospital systems are particularly vulnerable to negative health outcomes, including overdose. However, the relationship between justice involvement, healthcare utilization and overdose risk is not well-understood. This data linkage study seeks to improve our understanding of the link between different types of justice involvement as well as hospital interaction and risk of fatal opioid overdose among persons with incarcerations, arrests and parole/probation records for drug and property crimes in Maryland. METHODS Maryland statewide criminal justice records were obtained for 2013-2016. Data were linked at the person-level to an all-payer hospitalization database and overdose death records for the same years. Logistic regression was performed to determine which criminal justice and hospital characteristics were associated with greatest risk of overdose death. RESULTS 89,591 adults had criminal-justice records and were included in the study. During the 2013-2016 study period, 4108 (4.59 %) were hospitalized for a non-fatal opioid overdose, and 519 (0.58 %) died of opioid overdose. Strongest risk factors for death included being older, being white, having had an inpatient or emergency hospitalization, having had more arrests, having been arrested for a drug charge (vs. property charge), having a misdemeanor drug charge (vs. a felony charge), and having been released from incarceration during the study period. CONCLUSION Linking corrections and healthcare information can help advance understanding of risk and target overdose prevention interventions directed at justice-involved individuals with greatest need.
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Affiliation(s)
- Noa Krawczyk
- NYU Grossman School of Medicine, Department of Population Health, 180 Madison Avenue, New York NY 10016, USA; Johns Hopkins Bloomberg School of Public Health, Department of Mental Health, 624 North Broadway, Baltimore, MD, 21205, USA.
| | - Kristin E Schneider
- Johns Hopkins Bloomberg School of Public Health, Department of Mental Health, 624 North Broadway, Baltimore, MD, 21205, USA
| | - Matthew D Eisenberg
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, MD, USA
| | - Tom M Richards
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, MD, USA
| | - Lindsey Ferris
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, MD, USA; The Chesapeake Regional Information System for our Patients, 7160 Columbia Gateway Drive, Suite 100, Columbia MD 21046, USA
| | - Ramin Mojtabai
- Johns Hopkins Bloomberg School of Public Health, Department of Mental Health, 624 North Broadway, Baltimore, MD, 21205, USA
| | - Elizabeth A Stuart
- Johns Hopkins Bloomberg School of Public Health, Department of Mental Health, 624 North Broadway, Baltimore, MD, 21205, USA; Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, MD, USA
| | - B Casey Lyons
- Maryland Department of Health, 55 Wade Avenue, Catonsville, MD, 21228 USA
| | - Kate Jackson
- Maryland Department of Health, 55 Wade Avenue, Catonsville, MD, 21228 USA
| | - Jonathan P Weiner
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, MD, USA
| | - Brendan Saloner
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, MD, USA
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Kilaru AS, Xiong A, Lowenstein M, Meisel ZF, Perrone J, Khatri U, Mitra N, Delgado MK. Incidence of Treatment for Opioid Use Disorder Following Nonfatal Overdose in Commercially Insured Patients. JAMA Netw Open 2020; 3:e205852. [PMID: 32459355 PMCID: PMC7254182 DOI: 10.1001/jamanetworkopen.2020.5852] [Citation(s) in RCA: 87] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
IMPORTANCE Timely initiation and referral to treatment for patients with opioid use disorder seen in the emergency department is associated with reduced mortality. It is not known how often commercially insured adults obtain follow-up treatment after nonfatal opioid overdose. OBJECTIVE To investigate the incidence of follow-up treatment following emergency department discharge after nonfatal opioid overdose and patient characteristics associated with receipt of follow-up treatment. DESIGN, SETTING, AND PARTICIPANTS A retrospective cohort study was conducted using an administrative claims database for a large US commercial insurer, from October 1, 2011, to September 30, 2016. Data analysis was performed from May 1, 2019, to September 26, 2019. Adult patients discharged from the emergency department after an index opioid overdose (no overdose in the preceding 90 days) were included. Patients with cancer and without continuous insurance enrollment were excluded. MAIN OUTCOMES AND MEASURES The primary outcome was follow-up treatment in the 90 days following overdose, defined as a combined outcome of claims for treatment encounters or medications for opioid use disorder (buprenorphine and naltrexone). Analysis was stratified by whether patients received treatment for opioid use disorder in the 90 days before the overdose. Logistic regression models were used to identify patient characteristics associated with receipt of follow-up treatment. Marginal effects were used to report the average adjusted probability and absolute risk differences (ARDs) in follow-up for different patient characteristics. RESULTS A total of 6451 patients were identified with nonfatal opioid overdose; the mean (SD) age was 45.0 (19.3) years, 3267 were women (50.6%), and 4676 patients (72.5%) reported their race as non-Hispanic white. A total of 1069 patients (16.6%; 95% CI, 15.7%-17.5%) obtained follow-up treatment within 90 days after the overdose. In adjusted analysis of patients who did not receive treatment before the overdose, black patients were half as likely to obtain follow-up compared with non-Hispanic white patients (ARD, -5.9%; 95% CI, -8.6% to -3.6%). Women (ARD, -1.7%; 95% CI, -3.3% to -0.5%) and Hispanic patients (ARD, -3.5%; 95% CI, -6.1% to -0.9%) were also less likely to obtain follow-up. For each additional year of age, patients were 0.2% less likely to obtain follow-up (95% CI, -0.3% to -0.1%). CONCLUSIONS AND RELEVANCE Efforts to improve the low rate of timely follow-up treatment following opioid overdose may seek to address sex, race/ethnicity, and age disparities.
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Affiliation(s)
- Austin S. Kilaru
- National Clinician Scholars Program, Corporal Michael J. Crescenz Veterans Affairs Medical Center, University of Pennsylvania, Philadelphia
- Center for Emergency Care Policy and Research, Perelman School of Medicine, Department of Emergency Medicine, University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Penn Injury Science Center, Philadelphia, Pennsylvania
| | - Aria Xiong
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
| | - Margaret Lowenstein
- National Clinician Scholars Program, Corporal Michael J. Crescenz Veterans Affairs Medical Center, University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Penn Injury Science Center, Philadelphia, Pennsylvania
| | - Zachary F. Meisel
- Center for Emergency Care Policy and Research, Perelman School of Medicine, Department of Emergency Medicine, University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Penn Injury Science Center, Philadelphia, Pennsylvania
| | - Jeanmarie Perrone
- Center for Emergency Care Policy and Research, Perelman School of Medicine, Department of Emergency Medicine, University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
| | - Utsha Khatri
- National Clinician Scholars Program, Corporal Michael J. Crescenz Veterans Affairs Medical Center, University of Pennsylvania, Philadelphia
- Center for Emergency Care Policy and Research, Perelman School of Medicine, Department of Emergency Medicine, University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Penn Injury Science Center, Philadelphia, Pennsylvania
| | - Nandita Mitra
- Perelman School of Medicine, Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia
| | - M. Kit Delgado
- Center for Emergency Care Policy and Research, Perelman School of Medicine, Department of Emergency Medicine, University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Penn Injury Science Center, Philadelphia, Pennsylvania
- Perelman School of Medicine, Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia
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Missed opportunities: Arrest and court touchpoints for individuals who fatally overdosed in Philadelphia in 2016. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2020; 78:102724. [DOI: 10.1016/j.drugpo.2020.102724] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 02/18/2020] [Accepted: 03/04/2020] [Indexed: 01/20/2023]
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