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Ogundele OB, Song X, Rao P, Greever-Rice T, Boren SA, Edison K, Burgess D, Becevic M. Claims data analysis of provider-to-provider tele-mentoring program impact on opioid prescribing in Missouri. J Opioid Manag 2024; 20:133-147. [PMID: 38700394 DOI: 10.5055/jom.0825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
OBJECTIVE The objective of this study was to assess opioid prescribing patterns of primary care providers (PCPs) participating in a virtual tele-mentoring program for patients with chronic pain as compared to nonparticipants. DESIGN We utilized Missouri Medicaid claims from 2013 to 2021 to compare opioid prescription dosages and daily supply of opioids prescribed by PCPs. Participants and nonparticipants were matched using propensity score matching. SETTING Missouri Medicaid data were received through partnership with the Center for Health Policy's MO HealthNet Data Project, the state's leading provider of Medicaid data. PARTICIPANTS Missouri-based prescribers. INTERVENTION Show-Me Project Extension for Community Healthcare Outcomes (ECHO), an evidence-based provider-to-provider telehealth intervention that connects PCPs with a team of specialists. MAIN OUTCOME MEASURES We compared the rate of prescription opioid >50 morphine milligram equivalents (MMEs), mean MMEs/day, and mean number of daily supply to understand the impact of the ECHO model on providers' opioid prescribing. RESULTS Patients treated by ECHO providers have 33 percent lower odds of being prescribed opioid dose >50 MME/day (p < 0.001) compared to non-ECHO providers. There is also a 14 percent reduction in the average opioid dose prescribed to patients of ECHO providers (p < 0.001). We observed a 3 percent (p < 0.001) reduction in average daily supply of opioids among patients of ECHO providers compared to the comparison group. CONCLUSIONS Pain Management ECHO supports PCPs with needed education and skills to provide specialty care in the management of pain conditions and safe prescribing of opioid medications.
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Affiliation(s)
- Olabode B Ogundele
- Institute for Data Science and Informatics; Missouri Telehealth Network, University of Missouri, Columbia, Missouri
| | - Xing Song
- Institute for Data Science and Informatics; Biomedical Informatics, Biostatistics and Medical Epidemiology (BBME), Columbia, Missouri
| | - Praveen Rao
- Institute for Data Science and Informatics; Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri
| | | | - Suzanne A Boren
- Institute for Data Science and Informatics; College of Health Sciences, University of Missouri, Columbia, Missouri
| | - Karen Edison
- Missouri Telehealth Network; Center for Health Policy, Department of Dermatology, University of Missouri, Columbia, Missouri
| | - Douglas Burgess
- Department of Psychiatry, University of Missouri-Kansas City (UMKC), Kansas City, Missouri
| | - Mirna Becevic
- Institute for Data Science and Informatics; Missouri Telehealth Network; Department of Dermatology, University of Missouri, Columbia, Missouri. ORCID: https://orcid.org/0000-0001-6520-1581
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Der T, Helmke N, Stout JE, Turner NA. Impact of the COVID-19 pandemic on adult mental health-related admissions at a large university health system in North Carolina - one year into the pandemic. PLoS One 2023; 18:e0293831. [PMID: 38127858 PMCID: PMC10734981 DOI: 10.1371/journal.pone.0293831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 10/19/2023] [Indexed: 12/23/2023] Open
Abstract
OBJECTIVE Pandemic-associated stress may have exacerbated preexisting mental health and substance use disorders (MH/SUD) and caused new MH/SUD diagnoses which would be expected to lead to an increase in visits to emergency departments and hospital admissions for these conditions. This study assessed whether the proportion of hospital and emergency department encounters for MH/SUD diagnoses increased during the first year of the COVID-19 pandemic in the United States. METHODS We conducted a longitudinal (interrupted time series) analysis of 994,724 eligible encounters identified by electronic query between January 1, 2016 and March 31, 2021. Of these, 55,574 encounters involved MH/SUD diagnosis. The pre-pandemic period was defined as January 1, 2016 to March 31, 2020, and the pandemic period was defined as April 1, 2020 to March 31, 2021. All statistical analyses were performed with R. RESULTS No significant trend in MH/SUD encounters at baseline (rate ratio 1.00, 95% CI 0.99-1.01, p = 0.75) was observed. However, the onset of the pandemic was temporally associated with a significant level increase in the proportion of MH/SUD encounters relative to overall encounters (rate ratio 1.14, 95% CI 1.06-1.21, p<0.001) with no change in the overall trend (rate ratio 0.99, 95% CI 0.90-1.10, p = 0.89). CONCLUSIONS The significant pandemic-associated increase in the proportion of MH/SUD encounters relative to overall encounters was driven largely by sustained numbers of MH/ SUD encounters despite a decrease in total encounters. Increased support for mental health care is needed for these vulnerable patients during pandemics.
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Affiliation(s)
- Tatyana Der
- Department of Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Nicole Helmke
- Department of Psychiatry and Behavioral Sciences and Department of Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Jason E. Stout
- Division of Infectious Diseases, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Nicholas A. Turner
- Division of Infectious Diseases, Duke University School of Medicine, Durham, North Carolina, United States of America
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Khorasheh T, AbuAyyash CB, Mallakin M, Sellen K, Corace K, Pauly B, Buchman D, Hamilton M, Boyce N, Ng K, Strike C, Taha S, Manson H, Leece P. Supporting community overdose response planning in Ontario, Canada: Findings from a situational assessment. BMC Public Health 2022; 22:1390. [PMID: 35854231 PMCID: PMC9296108 DOI: 10.1186/s12889-022-13762-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 07/07/2022] [Indexed: 11/25/2022] Open
Abstract
Background Many communities across North America are coming together to develop comprehensive plans to address and respond to the escalating overdose crisis, largely driven by an increasingly toxic unregulated drug supply. As there is a need to build capacity for successful implementation, the objective of our mixed methods study was to identify the current planning and implementation practices, needs, and priority areas of support for community overdose response plans in Ontario, Canada. Methods We used a situational assessment methodology to collect data on current planning and implementation practices, needs, and challenges related to community overdose response plans in Ontario, consisting of three components. Between November 2019 to February 2020, we conducted ten semi-structured key informant interviews, three focus groups with 25 participants, and administered an online survey (N = 66). Purposeful sampling was used to identify professionals involved in coordinating, supporting, or partnering on community overdose response plans in jurisdictions with relevant information for Ontario including other Canadian provinces and American states. Key informants included evaluators, representatives involved in centralised supports, as well as coordinators and partners on community overdose response plans. Focus group participants were coordinators or leads of community overdose response plans in Ontario. Results Sixty-six professionals participated in the study. The current planning and implementation practices of community overdose response plans varied in Ontario. Our analysis generated four overarching areas for needs and support for the planning and implementation of community overdose response plans: 1) data and information; 2) evidence and practice; 3) implementation/operational factors; and 4) partnership, engagement, and collaboration. Addressing stigma and equity within planning and implementation of community overdose response plans was a cross-cutting theme that included meaningful engagement of people with living and lived expertise and meeting the service needs of different populations and communities. Conclusions Through exploring the needs and related supports for community overdose response plans in Ontario, we have identified key priority areas for building local capacity building to address overdose-related harms. Ongoing development and refinement, community partnership, and evaluation of our project will highlight the influence of our supports to advance the capacity, motivation, and opportunities of community overdose response plans. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-022-13762-0.
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Affiliation(s)
- Triti Khorasheh
- Health Promotion, Chronic Disease and Injury Prevention, Public Health Ontario, Toronto, M5G 1V2, Canada
| | - Caroline Bennett AbuAyyash
- Health Promotion, Chronic Disease and Injury Prevention, Public Health Ontario, Toronto, M5G 1V2, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, M5T 3M7, Canada
| | - Maryam Mallakin
- Health Design Studio, Ontario College of Arts and Design (OCAD) University, Toronto, M5T 1W1, Canada
| | - Kate Sellen
- Health Design Studio, Ontario College of Arts and Design (OCAD) University, Toronto, M5T 1W1, Canada
| | - Kim Corace
- Department of Psychiatry, University of Ottawa, Ottawa, K1N 6N5, Canada.,University of Ottawa Institute of Mental Health Research, Ottawa, K1Z 7K4, Canada
| | - Bernadette Pauly
- Canadian Institute for Substance Use Research, University of Victoria, Victoria, V8N 5M8, Canada.,School of Nursing, University of Victoria, Victoria, V8P 5C2, Canada
| | - Daniel Buchman
- Dalla Lana School of Public Health, University of Toronto, Toronto, M5T 3M7, Canada.,Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, M5G 2C1, Canada.,Joint Centre for Bioethics, University of Toronto, University of Toronto, Toronto, M5T 1P8, Canada
| | - Michael Hamilton
- Institute for Safe Medication Practices Canada, North York, M2N 6K8, Canada
| | - Nick Boyce
- Ontario Harm Reduction Network, Toronto, M4X 1K9, Canada
| | - Karen Ng
- Toronto Academic Pain Medicine Institute (TAPMI), Women's College Hospital, Toronto, M5S 1B2, Canada
| | - Carol Strike
- Dalla Lana School of Public Health, University of Toronto, Toronto, M5T 3M7, Canada
| | - Sheena Taha
- Canadian Centre on Substance Use and Addiction, Ottawa, K1P 5E7, Canada
| | - Heather Manson
- Health Promotion, Chronic Disease and Injury Prevention, Public Health Ontario, Toronto, M5G 1V2, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, M5T 3M7, Canada
| | - Pamela Leece
- Health Promotion, Chronic Disease and Injury Prevention, Public Health Ontario, Toronto, M5G 1V2, Canada. .,Dalla Lana School of Public Health, University of Toronto, Toronto, M5T 3M7, Canada. .,Department of Family and Community Medicine, University of Toronto, Toronto, M5G 1V7, Canada.
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Potaka KL, Freeman R, Soo D, Nguyen NA, Sim TF, Moullin JC. Retrospective analysis of patterns of opioid overdose and interventions delivered at a tertiary hospital emergency department: impact of COVID-19. BMC Emerg Med 2022; 22:62. [PMID: 35397487 PMCID: PMC8994187 DOI: 10.1186/s12873-022-00604-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 03/07/2022] [Indexed: 11/29/2022] Open
Abstract
Background Opioid-related overdoses cause substantial numbers of preventable deaths. Naloxone is an opioid antagonist available in take-home naloxone (THN) kits as a lifesaving measure for opioid overdose. As the emergency department (ED) is a primary point of contact for patients with high-risk opioid use, evidence-based recommendations from the Society of Hospital Pharmacists of Australia THN practice guidelines include the provision of THN, accompanied by psychosocial interventions. However, implementation of these guidelines in practice is unknown. This study investigated ED opioid-related overdose presentations, concordance of post-overdose interventions with the THN practice guidelines, and the impact, if any, of the SARS-CoV-2 (COVID-19) pandemic on case presentations. Methods A single-centre retrospective audit was conducted at a major tertiary hospital of patients presenting with overdoses involving opioids and non-opioids between March to August 2019 and March to August 2020. Patient presentations and interventions delivered by the paramedics, ED and upon discharge from the ED were collated from medical records and analysed using descriptive statistics, chi square and independent T-tests. Results The majority (66.2%) of patients presented to hospital with mixed drug overdoses involving opioids and non-opioids. Pharmaceutical opioids were implicated in a greater proportion (72.1%) of overdoses than illicit opioids. Fewer patients presented in March to August 2020 as compared with 2019 (26 vs. 42), and mixed drug overdoses were more frequent in 2020 than 2019 (80.8% vs. 57.1%). Referral to outpatient psychology (22.0%) and drug and alcohol services (20.3%) were amongst the most common post-discharge interventions. Naloxone was provided to 28 patients (41.2%) by the paramedics and/or ED. No patients received THN upon discharge. Conclusions This study highlights opportunities to improve ED provision of THN and other interventions post-opioid overdose. Large-scale multi-centre studies are required to ascertain the capacity of EDs to provide THN and the impact of COVID-19 on opioid overdose presentations. Supplementary Information The online version contains supplementary material available at 10.1186/s12873-022-00604-w.
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Miller NM, Waterhouse-Bradley B, Campbell C, Shorter GW. How do naloxone-based interventions work to reduce overdose deaths: a realist review. Harm Reduct J 2022; 19:18. [PMID: 35197057 PMCID: PMC8867850 DOI: 10.1186/s12954-022-00599-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Accepted: 02/01/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Naloxone-based interventions as part of health systems can reverse an opioid overdose. Previous systematic reviews have identified the effectiveness of naloxone; however, the role of context and mechanisms for its use has not been explored. This realist systematic review aims to identify a theory of how naloxone works based on the contexts and mechanisms that contribute to the success of the intervention for improved outcomes. METHODS Pre-registered at PROSPERO, this realist review followed RAMESES standards of reporting. Keywords included 'naloxone' and ' opioid overdose'. All study designs were included. Data extraction using 55 relevant outputs based on realist logic produced evidence of two middle-range theories: Naloxone Bystander Intervention Theory and Skills Transfer Theory. RESULTS Harm reduction and/or low threshold contexts provide a non-judgemental approach which support in-group norms of helping and empower the social identity of the trained and untrained bystander. This context also creates the conditions necessary for skills transfer and diffusion of the intervention into social networks. Stigma and negative attitudes held by first responders and stakeholders involved in the implementation process, such as police or GPs, can prohibit the bystander response by inducing fear in responding. This interferes with skills transfer, naloxone use and carriage of naloxone kits. CONCLUSIONS The findings provide theoretically informed guidance regarding the harm reduction contexts that are essential for the successful implementation of naloxone-based interventions. Peer-to-peer models of training are helpful as it reinforces social identity and successful skills transfer between bystanders. Health systems may want to assess the prevalence of, and take steps to reduce opioid-related stigma with key stakeholders in contexts using a low threshold training approach to build an environment to support positive naloxone outcomes. TRIAL REGISTRATION PROSPERO 2019 CRD42019141003.
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Affiliation(s)
- Nicole M Miller
- Institute of Mental Health Sciences, School of Psychology, Ulster University, Coleraine, UK
| | | | | | - Gillian W Shorter
- Drug and Alcohol Research Network & Centre for Improving Health Related Quality of Life, School of Psychology, Queen's University Belfast, Belfast, UK.
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Lanièce Delaunay C, Maheu-Giroux M, Marathe G, Saeed S, Martel-Laferrière V, Cooper CL, Walmsley S, Cox J, Wong A, Klein MB. Gaps in hepatitis C virus prevention and care for HIV-hepatitis C virus co-infected people who inject drugs in Canada. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 103:103627. [PMID: 35218989 DOI: 10.1016/j.drugpo.2022.103627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 02/09/2022] [Accepted: 02/12/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND People who inject drugs (PWID) living with HIV are a priority population for eliminating hepatitis C virus (HCV) as a public health threat. Maximizing access to HCV prevention and treatment strategies are key steps towards elimination. We aimed to evaluate engagement in harm reduction programs and HCV treatment, and to describe injection practices among HIV-HCV co-infected PWID in Canada from 2003 to 2019. METHODS We included Canadian Coinfection Cohort study participants who reported injecting drugs between 2003 and 2019 in Quebec, Ontario, Saskatchewan, and British Columbia, Canada. We investigated temporal trends in HCV treatment uptake, efficacy, and effectiveness; injection practices; and engagement in harm reduction programs in three time periods based on HCV treatment availability: 1) interferon/ribavirin (2003-2010); 2) first-generation direct acting antivirals (DAAs) (2011-2013); 3) second-generation DAAs (2014-2019). Harm reduction services assessed included needle and syringe programs (NSP), opioid agonist therapy (OAT), and supervised injection sites (SIS). RESULTS Median age of participants (N = 1,077) at cohort entry was 44 years; 69% were males. Province-specific HCV treatment rates increased among HCV RNA-positive PWID, reaching 16 to 31 per 100 person-years in 2014-2019. Treatment efficacy improved from a 50 to 70% range in 2003-2010 to >90% across provinces in 2014-2019. Drug injecting patterns among active PWID varied by province, with an overall decrease in cocaine injection frequency and increasing opioid injections. In the most recent time period (2014-2019), needle/syringe sharing was reported at 8-22% of visits. Gaps remained in engagement in harm reduction programs: NSP use decreased (58-70% of visits), OAT engagement among opioid users was low (8-26% of visits), and participants rarely used SIS (1-15% of visits). CONCLUSION HCV treatment uptake and outcomes have improved among HIV-HCV coinfected PWID. Yet, this population remains exposed to drug-related harms, highlighting the need to tie HCV elimination strategies with enhanced harm reduction programs to improve overall health for this population.
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Affiliation(s)
- Charlotte Lanièce Delaunay
- Department of Epidemiology, Biostatistics, and Occupational Health, School of Population and Global Health, Faculty of Medicine, McGill University, 1020 Avenue des Pins Ouest, H3A 1A2, Montreal QC, Canada; Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, 5252 Boulevard de Maisonneuve Ouest, H4A 3S5, Montreal QC, Canada
| | - Mathieu Maheu-Giroux
- Department of Epidemiology, Biostatistics, and Occupational Health, School of Population and Global Health, Faculty of Medicine, McGill University, 1020 Avenue des Pins Ouest, H3A 1A2, Montreal QC, Canada
| | - Gayatri Marathe
- Department of Epidemiology, Biostatistics, and Occupational Health, School of Population and Global Health, Faculty of Medicine, McGill University, 1020 Avenue des Pins Ouest, H3A 1A2, Montreal QC, Canada; Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, 5252 Boulevard de Maisonneuve Ouest, H4A 3S5, Montreal QC, Canada
| | - Sahar Saeed
- Institute for Public Health, Washington University, 600 S Taylor Avenue, St. Louis, MO 63110, United States of America
| | - Valérie Martel-Laferrière
- Département de Médecine Spécialisée et de Médecine des Laboratoires, Centre Hospitalier de L'Université de Montréal, 264 Boulevard René-Lévesque Est, H2×1P1, Montreal QC, Canada; Centre de Recherche du Centre Hospitalier de L'Université de Montréal, 900 Rue Saint-Denis, H2×0A9, Montreal QC, Canada; Département de Microbiologie, Maladies Infectieuses, et Immunologie, Université de Montréal, 2900 Boulevard Édouard-Monpetit, H3T 1J4, Montreal QC, Canada
| | - Curtis L Cooper
- Division of Infectious Diseases, Department of Medicine, Ottawa Hospital Research Institute, 725 Parkdale Avenue, K1Y 4E9, Ottawa ON, Canada
| | - Sharon Walmsley
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, University of Toronto, 6 Queen's Park Crescent West, M5S 3H2, Toronto ON, Canada; University Health Network, University of Toronto, 190 Elizabeth Street, M5G 2C4, Toronto ON, Canada
| | - Joseph Cox
- Department of Epidemiology, Biostatistics, and Occupational Health, School of Population and Global Health, Faculty of Medicine, McGill University, 1020 Avenue des Pins Ouest, H3A 1A2, Montreal QC, Canada; Department of Medicine, Division of Infectious Disease and Chronic Viral Illness Service, McGill University Health Centre, 1001 Boulevard Décarie, H4A 3J1, Montreal QC, Canada
| | - Alexander Wong
- Division of Infectious Diseases, Department of Medicine, University of Saskatchewan, 107 Wiggins Road, S7N 5E5, Saskatoon SK, Canada
| | - Marina B Klein
- Department of Epidemiology, Biostatistics, and Occupational Health, School of Population and Global Health, Faculty of Medicine, McGill University, 1020 Avenue des Pins Ouest, H3A 1A2, Montreal QC, Canada; Department of Medicine, Division of Infectious Disease and Chronic Viral Illness Service, McGill University Health Centre, 1001 Boulevard Décarie, H4A 3J1, Montreal QC, Canada; Canadian HIV Trials Network, Canadian Institutes of Health Research, 588-1081 Burrard Street, V6Z 1Y6, Vancouver BC, Canada.
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Moore SK, Saunders EC, McLeman B, Metcalf SA, Walsh O, Bell K, Meier A, Marsch LA. Implementation of a New Hampshire community-initiated response to the opioid crisis: A mixed-methods process evaluation of Safe Station. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 95:103259. [PMID: 33933923 PMCID: PMC8530836 DOI: 10.1016/j.drugpo.2021.103259] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 03/19/2021] [Accepted: 04/02/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND New Hampshire (NH) ranked first for fentanyl- and all opioid-related overdose deaths per capita from 2014 to 2016 and third in 2017 with no rate reduction from the previous year relative to all other states in the US. In response to the opioid crisis in NH, Manchester Fire Department (MFD), the state's largest city fire department, launched the Safe Station program in 2016 in partnership with other community organizations. This community-based response to the crisis-described as a connection to recovery-focuses on reducing barriers to accessing resources for people with substance use and related problems. The study aim is to characterize the multi-organizational partnerships and workflow of the Safe Station model and identify key components that are engaging, effective, replicable, and sustainable. METHODS A mixed-methods design included: semi-structured qualitative interviews conducted with 110 stakeholders from six groups of community partners (Safe Station clients, MFD staff and leadership, and local emergency department, ambulance, and treatment partner staff); implementation and sustainability surveys (completed by MFD stakeholders); and ethnographic observations conducted at MFD. Qualitative data were content analyzed and coded using the Consolidated Framework for Implementation Research. Survey subscales were scored and evaluated to corroborate the qualitative findings. RESULTS Community partners identified key program characteristics including firefighter compassion, low-threshold access, and immediacy of service linkage. Implementation and sustainability survey data corroborate the qualitative interview and observation data in these areas. All participants agreed that community partnerships are key to the program's success. There were mixed evaluations of the quality of communication among the organizations. CONCLUSION Safe Station is a novel response to the opioid crisis in New Hampshire that offers immediate, non-judgmental access to services for persons with opioid use disorders requiring community-wide engagement and communication. Data convergence provides guidance to the sustainability and replicability of the program.
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Affiliation(s)
- Sarah K Moore
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Lebanon, NH 03766, USA.
| | - Elizabeth C Saunders
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Lebanon, NH 03766, USA
| | - Bethany McLeman
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Lebanon, NH 03766, USA
| | - Stephen A Metcalf
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Lebanon, NH 03766, USA
| | - Olivia Walsh
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Lebanon, NH 03766, USA
| | - Kathleen Bell
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Lebanon, NH 03766, USA
| | - Andrea Meier
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Lebanon, NH 03766, USA
| | - Lisa A Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, 46 Centerra Parkway, Lebanon, NH 03766, USA
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Ball SJ, McCauley JA, Pruitt M, Zhang J, Marsden J, Barth KS, Mauldin PD, Gebregziabher M, Moran WP. Academic detailing increases prescription drug monitoring program use among primary care practices. J Am Pharm Assoc (2003) 2021; 61:418-424.e2. [PMID: 33812783 PMCID: PMC8273068 DOI: 10.1016/j.japh.2021.02.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 02/10/2021] [Accepted: 02/25/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Clinical review of a prescription drug monitoring program (PDMP) is considered a valuable tool for opioid prescribing risk mitigation; however, PDMP use is often low, even in states with mandatory registration and use policies. The objective was to evaluate the impact of an academic detailing (AD) outreach intervention on PDMP use among primary care prescribers. METHODS AD intervention was delivered to primary care based controlled substance prescribers (N = 87) and their associated PDMP delegates (n = 42) by a clinical pharmacist as 1 component of a large-scale, statewide initiative to improve opioid prescribing safety. Prescriber PDMP use behavior was assessed by prescriber self-report and analysis of objective 2016-2018 PDMP data regarding the number of monthly report requests. We compared means between pre- and postintervention using a paired t test and plotted the monthly average reports over time to assess the trend of mean reports over time. Generalized linear mixed model with a negative binomial distribution was used to assess the difference in the trend and magnitude of the combined count of reports for the entire sample and prescriber subsets that were segmented on the basis of the adoption status of PDMP. RESULTS The monthly mean of reports by combined prescribers and delegates significantly increased after the AD intervention (mean 28.1 pre vs. 53.0 post; P < 0.001), with the increase in delegate reports (mean 17.1 pre vs. 60.0 post; P < 0.001) driving the overall increase. Reports were requested 40.4 times more often than in the preintervention period (P < 0.001). Patterns of pre- to postchanges in mean monthly report requests differed by baseline PDMP adoption status. CONCLUSION The AD intervention was transformative in facilitating practice change to use delegates to run reports. Visits with both prescribers and delegates, including hands-on PDMP training and registration assistance, can be viewed as beneficial for practice facilitation.
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Affiliation(s)
- Sarah J. Ball
- Division of General Internal Medicine, Department of Medicine, College of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Jenna A. McCauley
- Department of Psychiatry and Behavioral Sciences, College of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Megan Pruitt
- Department of Clinical Pharmacy and Outcomes Sciences, College of Pharmacy, Medical University of South Carolina, USA
| | - Jingwen Zhang
- Division of General Internal Medicine, Department of Medicine, College of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Justin Marsden
- Division of General Internal Medicine, Department of Medicine, College of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Kelly S. Barth
- Department of Psychiatry and Behavioral Sciences, College of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Patrick D. Mauldin
- Division of General Internal Medicine, Department of Medicine, College of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Mulugeta Gebregziabher
- Department of Public Health Sciences, College of Medicine, Medical University of South Carolina, USA
| | - William P. Moran
- Division of General Internal Medicine, Department of Medicine, College of Medicine, Medical University of South Carolina, Charleston, SC, USA
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Deschamps J, Gilbertson J, Straube S, Dong K, MacMaster FP, Korownyk C, Montgomery L, Mahaffey R, Downar J, Clarke H, Muscedere J, Rittenbach K, Featherstone R, Sebastianski M, Vandermeer B, Lynam D, Magnussen R, Bagshaw SM, Rewa OG. Association between supportive interventions and healthcare utilization and outcomes in patients on long-term prescribed opioid therapy presenting to acute healthcare settings: a systematic review and meta-analysis. BMC Emerg Med 2021; 21:17. [PMID: 33514325 PMCID: PMC7845034 DOI: 10.1186/s12873-020-00398-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 12/23/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Long-term prescription of opioids by healthcare professionals has been linked to poor individual patient outcomes and high resource utilization. Supportive strategies in this population regarding acute healthcare settings may have substantial impact. METHODS We performed a systematic review and meta-analysis of primary studies. The studies were included according to the following criteria: 1) age 18 and older; 2) long-term prescribed opioid therapy; 3) acute healthcare setting presentation from a complication of opioid therapy; 4) evaluating a supportive strategy; 5) comparing the effectiveness of different interventions; 6) addressing patient or healthcare related outcomes. We performed a qualitative analysis of supportive strategies identified. We pooled patient and system related outcome data for each supportive strategy. RESULTS A total of 5664 studies were screened and 19 studies were included. A total of 9 broad categories of supportive strategies were identified. Meta-analysis was performed for the "supports for patients in pain" supportive strategy on two system-related outcomes using a ratio of means. The number of emergency department (ED) visits were significantly reduced for cohort studies (n = 6, 0.36, 95% CI [0.20-0.62], I2 = 87%) and randomized controlled trials (RCTs) (n = 3, 0.71, 95% CI [0.61-0.82], I2 = 0%). The number of opioid prescriptions at ED discharge was significantly reduced for RCTs (n = 3, 0.34, 95% CI [0.14-0.82], I2 = 78%). CONCLUSION For patients presenting to acute healthcare settings with complications related to long-term opioid therapy, the intervention with the most robust data is "supports for patients in pain".
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Affiliation(s)
- Jean Deschamps
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, 8440 112 St. NW, Critical Care Medicine 2-124E Clinical Sciences Building, Edmonton, Alberta, T6G 2B7, Canada.
| | - James Gilbertson
- School of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Sebastian Straube
- Division of Preventive Medicine, Department of Medicine, University of Alberta, 5-30 University Terrace, 8303 - 112 St NW, Edmonton, Alberta, T6G 2T4, Canada
| | - Kathryn Dong
- Department of Emergency Medicine, University of Alberta, 2J2.00 WC Mackenzie Health Sciences Centre, 8440 112 St NW, Edmonton, Alberta, T6G 2R7, Canada
| | - Frank P MacMaster
- Departments of Psychiatry and Pediatrics, University of Calgary, Strategic Clinical Network for Addictions and Mental Health 2888 Shaganappi Trail NW Calgary, Calgary, Alberta, T3B 6A8, Canada
| | - Christina Korownyk
- Department of Family Medicine, University of Alberta, Suite 205 College Plaza, 8215 112 St NW, Edmonton, Alberta, T6G 2C8, Canada
| | - Lori Montgomery
- Department of Family Medicine, Calgary Chronic Pain Center 1820 Richmond Road SW Calgary, Calgary, Alberta, T2T 5C7, Canada
| | - Ryan Mahaffey
- Department of Anesthesia, University of Ottawa, Ottawa, Ontario, Canada
| | - James Downar
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Hance Clarke
- Department of Anesthesia and Pain Management, Toronto General Hospital, University Health Network, Ottawa, Ontario, Canada
- Transitional Pain Program, Toronto General Hospital, University Health Network, Ottawa, Ontario, Canada
| | - John Muscedere
- Department of Critical Care Medicine, Queen's University, Kingston, Ontario, Canada
| | - Katherine Rittenbach
- Addiction & Mental Health Strategic Clinical Network, Alberta Health Services, Edmonton, Alberta, Canada
- Department of Psychiatry, University of Alberta, Edmonton, Alberta, Canada
- Department of Psychiatry, University of Calgary, Calgary, Canada
| | - Robin Featherstone
- Alberta Research Centre for Health Evidence, Department of Pediatrics, University of Alberta, Alberta SPOR SUPPORT Unit KT Platform, 4-486D Edmonton Clinical Health Academy, 11405 - 87 Avenue, Edmonton, Alberta, T6G 1C9, Canada
| | - Meghan Sebastianski
- Knowledge Translation Platform, Alberta SPOR SUPPORT Unit Department of Pediatrics, University of Alberta, 362-B Heritage Medical Research Centre (HMRC), Edmonton, Canada
| | - Ben Vandermeer
- Alberta Research Centre for Health Evidence, Department of Pediatrics, University of Alberta, Alberta SPOR SUPPORT Unit KT Platform, 4-486D Edmonton Clinical Health Academy, 11405 - 87 Avenue, Edmonton, Alberta, T6G 1C9, Canada
| | - Deborah Lynam
- Primary Health Care Information Network, Edmonton, Alberta, Canada
| | - Ryan Magnussen
- Critical Care Strategic Clinical Network, Foothills Medical Centre, ICU Administration - Ground Floor, McCaig Tower, 3134 Hospital Drive, Calgary, Alberta, T2N 2T9, Canada
| | - Sean M Bagshaw
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, 8440 112 St. NW, Critical Care Medicine 2-124E Clinical Sciences Building, Edmonton, Alberta, T6G 2B7, Canada
| | - Oleksa G Rewa
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, 8440 112 St. NW, Critical Care Medicine 2-124E Clinical Sciences Building, Edmonton, Alberta, T6G 2B7, Canada
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10
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Childs E, Biello KB, Valente PK, Salhaney P, Biancarelli DL, Olson J, Earlywine JJ, Marshall BDL, Bazzi AR. Implementing harm reduction in non-urban communities affected by opioids and polysubstance use: A qualitative study exploring challenges and mitigating strategies. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2020; 90:103080. [PMID: 33340947 DOI: 10.1016/j.drugpo.2020.103080] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 12/01/2020] [Accepted: 12/02/2020] [Indexed: 01/18/2023]
Abstract
BACKGROUND Harm reduction services, which typically provide overdose education and prevention with distribution of naloxone and other supplies related to safer drug use, help reduce opioid-related overdose and infectious disease transmission. However, structural stigma and the ongoing criminalization of drug use have limited the expansion of harm reduction services into many non-urban communities in the United States that have been increasingly affected by the health consequences of opioid and polysubstance use. METHODS We conducted qualitative interviews with 22 professionals working with people who use drugs in cities and towns across Rhode Island and Massachusetts to understand challenges and strategies for engaging communities in accepting harm reduction perspectives and services. RESULTS Our thematic analysis identified several interrelated challenges to implementing harm reduction services in non-urban communities, including: (1) limited understandings of harm reduction practice and preferential focus on substance use treatment and primary prevention, (2) community-level stigma against people who use drugs as well as the agencies supporting them, (3) data reporting and aggregating leading to inaccurate perceptions about local patterns of substance use and related health consequences, and (4) a "prosecutorial mindset" against drug use and harm reduction. From key informants' narratives, we also identified specific strategies that communities could use to address these challenges, including: (1) identifying local champions to advocate for harm reduction strategies, (2) proactively educating communities about harm reduction approaches before they are implemented, (3) improving the visibility of harm reduction services within communities, and (4) obtaining "buy-in" from a wide range of local stakeholders including law enforcement and local government. CONCLUSION These findings carry important implications for expanding harm reduction services, including syringe service programs and safe injection sites, into non-urban communities that have a demonstrated need for evidence-based interventions to reduce drug-related overdose and infectious disease transmission.
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Affiliation(s)
- E Childs
- Abt Associates, Rockville, MD, USA
| | - K B Biello
- Center for Health Promotion and Health Equity, Brown University, Providence, RI, USA; Department of Behavioral & Social Sciences, Brown University School of Public Health, Providence, RI, USA; Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA; The Fenway Institute, Fenway Health, Boston, MA, USA
| | - P K Valente
- Department of Behavioral & Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | - P Salhaney
- Center for Health Promotion and Health Equity, Brown University, Providence, RI, USA
| | - D L Biancarelli
- Department of Health Law, Policy & Management, Boston University School of Public Health, Boston, MA, USA
| | - J Olson
- Center for Health Promotion and Health Equity, Brown University, Providence, RI, USA
| | - J J Earlywine
- Department of Health Law, Policy & Management, Boston University School of Public Health, Boston, MA, USA; Department of Community Health Sciences, Boston University School of Public Health, Boston, MA, USA
| | - B D L Marshall
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA
| | - A R Bazzi
- Department of Community Health Sciences, Boston University School of Public Health, Boston, MA, USA.
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11
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Sprague Martinez L, Rapkin BD, Young A, Freisthler B, Glasgow L, Hunt T, Salsberry PJ, Oga EA, Bennet-Fallin A, Plouck TJ, Drainoni ML, Freeman PR, Surratt H, Gulley J, Hamilton GA, Bowman P, Roeber CA, El-Bassel N, Battaglia T. Community engagement to implement evidence-based practices in the HEALing communities study. Drug Alcohol Depend 2020; 217:108326. [PMID: 33059200 PMCID: PMC7537729 DOI: 10.1016/j.drugalcdep.2020.108326] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 09/13/2020] [Accepted: 09/15/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND The implementation of evidence-based practices to reduce opioid overdose deaths within communities remains suboptimal. Community engagement can improve the uptake and sustainability of evidence-based practices. The HEALing Communities Study (HCS) aims to reduce opioid overdose deaths through the Communities That HEAL (CTH) intervention, a community-engaged, data-driven planning process that will be implemented in 67 communities across four states. METHODS An iterative process was used in the development of the community engagement component of the CTH. The resulting community engagement process uses phased planning steeped in the principles of community based participatory research. Phases include: 0) Preparation, 1) Getting Started, 2) Getting Organized, 3) Community Profiles and Data Dashboards, 4) Community Action Planning, 5) Implementation and Monitoring, and 6) Sustainability Planning. DISCUSSION The CTH protocol provides a common structure across the four states for the community-engaged intervention and allows for tailored approaches that meet the unique needs or sociocultural context of each community. Challenges inherent to community engagement work emerged early in the process are discussed. CONCLUSION HCS will show how community engagement can support the implementation of evidence-based practices for addressing the opioid crisis in highly impacted communities. Findings from this study have the potential to provide communities across the country with an evidence-based approach to address their local opioid crisis; advance community engaged research; and contribute to the implementation, sustainability, and adoption of evidence-based practices. TRIAL REGISTRATION ClinicalTrials.gov (NCT04111939).
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Affiliation(s)
- Linda Sprague Martinez
- Macro Department, School of Social Work, Boston University, 264 Baystate Road, Boston, MA 02215, United States.
| | - Bruce D. Rapkin
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, 1225 Morris Park Avenue, Van Etten, Room 3A2E, Bronx, NY 10461, United States
| | - April Young
- Department of Epidemiology, University of Kentucky College of Public Health, 111 Washington Avenue Office 211C, Lexington, KY 40536, United States
| | - Bridget Freisthler
- Ohio State University College of Social Work, 1947 College Rd N, Columbus, OH 43210, United States
| | - LaShawn Glasgow
- RTI International, 3040 East Cornwallis Road, Research Triangle Park, NC 27709-2194, United States
| | - 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, United States
| | - Pamela J. Salsberry
- Ohio State University College of Public Health, 250 Cunz Hall, 1841 Neil Ave., Columbus, OH 43210, United States
| | - Emmanuel A. Oga
- RTI International, 3040 East Cornwallis Road, Research Triangle Park, NC 27709-2194, United States
| | - Amanda Bennet-Fallin
- University of Kentucky College of Nursing, 751 Rose Street, Lexington, KY 40536-0232, United States
| | - Tracy J. Plouck
- College of Health Sciences and Professions, Ohio University, 1 Ohio University Drive, Athens, OH 45701, United States
| | - Mari-Lynn Drainoni
- Section of Infectious Diseases, School of Medicine, & Department of Health Law Policy, School of Public Health, Boston University, 801 Massachusetts Avenue 2ndFloor, Boston, MA 02118, United States
| | - Patricia R. Freeman
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, 789 S Limestone St, Lexington, KY 40536, United States
| | - Hilary Surratt
- Department of Behavioral Science, College of Medicine, University of Kentucky, 125 Medical Behavioral Science Building, Lexington, KY 40536-0298, United States
| | - Jennifer Gulley
- Clark County Health Department, 400 Professional Ave, Winchester, KY 40391, United States
| | - Greer A. Hamilton
- School Work, Boston University, 264 Baystate Road, Boston, MA 02215, United States
| | - Paul Bowman
- South End Community Health Center, 1601 Washington St, Boston, MA 02118, United States
| | - Carter A. Roeber
- National Mental Health and Substance Use Policy Laboratory, Substance Abuse and Mental Health Services Administration, 5600 Fishers Lane, Rockville, MD 20857, United States
| | - Nabila El-Bassel
- Columbia University School of Social Work, 1255 Amsterdam Avenue, New York, NY 10027-5927, United States
| | - Tracy Battaglia
- Women's Health Unit Boston Medical Center, Schools of Medicine & Public Health, Boston University, 801 Massachusetts Avenue 2ndFloor, Boston, MA 02118, United States
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12
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Ansari B, Tote KM, Rosenberg ES, Martin EG. A Rapid Review of the Impact of Systems-Level Policies and Interventions on Population-Level Outcomes Related to the Opioid Epidemic, United States and Canada, 2014-2018. Public Health Rep 2020; 135:100S-127S. [PMID: 32735190 DOI: 10.1177/0033354920922975] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES In the United States, rising rates of overdose deaths and recent outbreaks of hepatitis C virus and HIV infection are associated with injection drug use. We updated a 2014 review of systems-level opioid policy interventions by focusing on evidence published during 2014-2018 and new and expanded opioid policies. METHODS We searched the MEDLINE database, consistent with the 2014 review. We included articles that provided original empirical evidence on the effects of systems-level interventions on opioid use, overdose, or death; were from the United States or Canada; had a clear comparison group; and were published from January 1, 2014, through July 19, 2018. Two raters screened articles and extracted full-text data for qualitative synthesis of consistent or contradictory findings across studies. Given the rapidly evolving field, the review was supplemented with a search of additional articles through November 17, 2019, to assess consistency of more recent findings. RESULTS The keyword search yielded 535 studies, 66 of which met inclusion criteria. The most studied interventions were prescription drug monitoring programs (PDMPs) (59.1%), and the least studied interventions were clinical guideline changes (7.6%). The most common outcome was opioid use (77.3%). Few articles evaluated combination interventions (18.2%). Study findings included the following: PDMP effectiveness depends on policy design, with robust PDMPs needed for impact; health insurer and pharmacy benefit management strategies, pill-mill laws, pain clinic regulations, and patient/health care provider educational interventions reduced inappropriate prescribing; and marijuana laws led to a decrease in adverse opioid-related outcomes. Naloxone distribution programs were understudied, and evidence of their effectiveness was mixed. In the evidence published after our search's 4-year window, findings on opioid guidelines and education were consistent and findings for other policies differed. CONCLUSIONS Although robust PDMPs and marijuana laws are promising, they do not target all outcomes, and multipronged interventions are needed. Future research should address marijuana laws, harm-reduction interventions, health insurer policies, patient/health care provider education, and the effects of simultaneous interventions on opioid-related outcomes.
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Affiliation(s)
- Bahareh Ansari
- 1084 Department of Information Science, University at Albany-State University of New York, Albany, NY, USA
| | - Katherine M Tote
- 43360 Department of Epidemiology and Biostatistics, University at Albany-State University of New York, Albany, NY, USA.,Center for Collaborative HIV Research in Practice and Policy, Albany, NY, USA
| | - Eli S Rosenberg
- 43360 Department of Epidemiology and Biostatistics, University at Albany-State University of New York, Albany, NY, USA.,Center for Collaborative HIV Research in Practice and Policy, Albany, NY, USA
| | - Erika G Martin
- Center for Collaborative HIV Research in Practice and Policy, Albany, NY, USA.,43360 Department of Public Administration and Policy, University at Albany-State University of New York, Albany, NY, USA
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13
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Alexandridis AA, Dasgupta N, Ringwalt CL, Rosamond WD, Chelminski PR, Marshall SW. Association between opioid analgesic therapy and initiation of buprenorphine management: An analysis of prescription drug monitoring program data. PLoS One 2020; 15:e0227350. [PMID: 31923197 PMCID: PMC6953786 DOI: 10.1371/journal.pone.0227350] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 12/02/2019] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND In the US, medication assisted treatment, particularly with office-based buprenorphine, has been an important component of opioid dependence treatment among patients with iatrogenic addiction to opioid analgesics. The predictors of initiating buprenorphine for addiction among opioid analgesic patients have not been well-described. METHODS We conducted a time-to-event analysis using data from the North Carolina (NC) Prescription Drug Monitoring Program (PDMP). Our outcome of interest was time-to-initiation of sublingual buprenorphine. Our study population was a prospective cohort of all state residents receiving a full-agonist opioid analgesic between 2011 and 2015. Predictors of initiation of sublingual buprenorphine examined included: age, gender, cumulative pharmacies and prescribers utilized, cumulative opioid intensity (defined as cumulative opioid exposure divided by duration of opioid exposure), and benzodiazepine dispensing. FINDINGS Of 4.3 million patients receiving opioid analgesics in NC between 2011 and 2015 (accumulated 8.30 million person-years of follow-up), and a total of 28,904 patients initiated buprenorphine formulations intended for addiction treatment (overall rate 3.48 per 1,000 person-years). In adjusted multivariate models, the utilization of 3 or more pharmacies (HR: 2.93; 95% CI: 2.82, 3.05) or 6 or more controlled substance prescribers (HR: 12.09; 95% CI: 10.76, 13.57) was associated with buprenorphine initiation. A dose-response relationship was observed for cumulative opioid intensity (HR in highest decile relative to lowest decile: 5.05; 95% CI: 4.70, 5.42). Benzodiazepine dispensing was negatively associated with buprenorphine initiation (HR: 0.63; 95% CI: 0.61, 0.65). CONCLUSIONS Opioid analgesic patients utilizing multiple prescribers or pharmacies are more likely to initiate sublingual buprenorphine. This finding suggests that patients with multiple healthcare interactions are more likely to be treated for high-risk opioid use, or may be more likely to be identified and treated for addiction. Future research should utilize prescription monitoring program data linked to electronic health records to include diagnosis information in analytic models.
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Affiliation(s)
- Apostolos A. Alexandridis
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- * E-mail:
| | - Nabarun Dasgupta
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Christopher L. Ringwalt
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Wayne D. Rosamond
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Paul R. Chelminski
- Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Stephen W. Marshall
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
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14
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Haegerich TM, Jones CM, Cote PO, Robinson A, Ross L. Evidence for state, community and systems-level prevention strategies to address the opioid crisis. Drug Alcohol Depend 2019; 204:107563. [PMID: 31585357 DOI: 10.1016/j.drugalcdep.2019.10756311] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 08/07/2019] [Accepted: 08/12/2019] [Indexed: 05/21/2023]
Abstract
BACKGROUND Practitioners and policy makers need evidence to facilitate the selection of effective prevention interventions that can address the ongoing opioid overdose epidemic in the United States. METHODS We conducted a systematic review of publications reporting on rigorous evaluations of systems-level interventions to address provider and patient/public behavior and prevent prescription and illicit opioid overdose. A total of 251 studies were reviewed. Interventions studied included 1) state legislation and regulation, 2) prescription drug monitoring programs (PDMPs), 3) insurance strategies, 4) clinical guideline implementation, 5) provider education, 6) health system interventions, 7) naloxone education and distribution, 8) safe storage and disposal, 9) public education, 10) community coalitions, and 11) interventions employing public safety and public health collaborations. RESULTS The quality of evidence supporting selected interventions was low to moderate. Interventions with the strongest evidence include PDMP and pain clinic legislation, insurance strategies, motivational interviewing in clinical settings, feedback to providers on opioid prescribing behavior, intensive school and family-based programs, and patient education in the clinical setting. CONCLUSIONS Although evidence is growing, further high-quality research is needed. Investigators should aim to identify strategies that can prevent overdose, as well as influence public, patient, and provider behavior. Identifying which strategies are most effective at addressing prescription compared to illicit opioid misuse and overdose could be fruitful, as well as investigating synergistic effects and unintended consequences.
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Affiliation(s)
- Tamara M Haegerich
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA.
| | - Christopher M Jones
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA.
| | - Pierre-Olivier Cote
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA.
| | - Amber Robinson
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA.
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15
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Haegerich TM, Jones CM, Cote PO, Robinson A, Ross L. Evidence for state, community and systems-level prevention strategies to address the opioid crisis. Drug Alcohol Depend 2019; 204:107563. [PMID: 31585357 PMCID: PMC9286294 DOI: 10.1016/j.drugalcdep.2019.107563] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 08/07/2019] [Accepted: 08/12/2019] [Indexed: 11/23/2022]
Abstract
BACKGROUND Practitioners and policy makers need evidence to facilitate the selection of effective prevention interventions that can address the ongoing opioid overdose epidemic in the United States. METHODS We conducted a systematic review of publications reporting on rigorous evaluations of systems-level interventions to address provider and patient/public behavior and prevent prescription and illicit opioid overdose. A total of 251 studies were reviewed. Interventions studied included 1) state legislation and regulation, 2) prescription drug monitoring programs (PDMPs), 3) insurance strategies, 4) clinical guideline implementation, 5) provider education, 6) health system interventions, 7) naloxone education and distribution, 8) safe storage and disposal, 9) public education, 10) community coalitions, and 11) interventions employing public safety and public health collaborations. RESULTS The quality of evidence supporting selected interventions was low to moderate. Interventions with the strongest evidence include PDMP and pain clinic legislation, insurance strategies, motivational interviewing in clinical settings, feedback to providers on opioid prescribing behavior, intensive school and family-based programs, and patient education in the clinical setting. CONCLUSIONS Although evidence is growing, further high-quality research is needed. Investigators should aim to identify strategies that can prevent overdose, as well as influence public, patient, and provider behavior. Identifying which strategies are most effective at addressing prescription compared to illicit opioid misuse and overdose could be fruitful, as well as investigating synergistic effects and unintended consequences.
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Affiliation(s)
- Tamara M. Haegerich
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA,Corresponding author: (T.M. Haegerich)
| | - Christopher M. Jones
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA
| | - Pierre-Olivier Cote
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA.
| | - Amber Robinson
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA.
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16
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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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Leece P, Khorasheh T, Paul N, Keller-Olaman S, Massarella S, Caldwell J, Parkinson M, Strike C, Taha S, Penney G, Henderson R, Manson H. 'Communities are attempting to tackle the crisis': a scoping review on community plans to prevent and reduce opioid-related harms. BMJ Open 2019; 9:e028583. [PMID: 31515417 PMCID: PMC6747643 DOI: 10.1136/bmjopen-2018-028583] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 06/06/2019] [Accepted: 07/23/2019] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVES We sought to understand the implementation of multifaceted community plans to address opioid-related harms. DESIGN Our scoping review examined the extent of the literature on community plans to prevent and reduce opioid-related harms, characterise the key components, and identify gaps. DATA SOURCES We searched MEDLINE, Embase, PsycINFO, CINHAL, SocINDEX and Academic Search Primer, and three search engines for English language peer-reviewed and grey literature from the past 10 years. ELIGIBILITY CRITERIA Eligible records addressed opioid-related harms or overdose, used two or more intervention approaches (eg, prevention, treatment, harm reduction, enforcement and justice), involved two or more partners and occurred in an Organisation for Economic Co-operation and Development country. DATA EXTRACTION AND SYNTHESIS Qualitative thematic and quantitative analysis was conducted on the charted data. Stakeholders were engaged through fourteen interviews, three focus groups and one workshop. RESULTS We identified 108 records that described 100 community plans in Canada and the USA; four had been evaluated. Most plans were provincially or state funded, led by public health and involved an average of seven partners. Commonly, plans used individual training to implement interventions. Actions focused on treatment and harm reduction, largely to increase access to addiction services and naloxone. Among specific groups, people in conflict with the law were addressed most frequently. Community plans typically engaged the public through in-person forums. Stakeholders identified three key implications to our findings: addressing equity and stigma-related barriers towards people with lived experience of substance use; improving data collection to facilitate evaluation; and enhancing community partnerships by involving people with lived experience of substance use. CONCLUSION Current understanding of the implementation and context of community opioid-related plans demonstrates a need for evaluation to advance the evidence base. Partnership with people who have lived experience of substance use is underdeveloped and may strengthen responsive public health decision making.
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Affiliation(s)
- Pamela Leece
- Health Promotion, Chronic Disease and Injury Prevention, Public Health Ontario, Toronto, Ontario, Canada
| | - Triti Khorasheh
- Health Promotion, Chronic Disease and Injury Prevention, Public Health Ontario, Toronto, Ontario, Canada
| | - Nimitha Paul
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Sue Keller-Olaman
- Health Promotion, Chronic Disease and Injury Prevention, Public Health Ontario, Toronto, Ontario, Canada
| | - Susan Massarella
- Knowledge Services, Public Health Ontario, Toronto, Ontario, Canada
| | - Jayne Caldwell
- Toronto Drug Strategy Secretariat, Toronto Public Health, Toronto, Ontario, Canada
| | - Michael Parkinson
- Waterloo Region Crime Prevention Council, Waterloo Region, Ontario, Canada
| | - Carol Strike
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Sheena Taha
- Canadian Centre on Substance Use and Addiction, Ottawa, Ontario, Canada
| | - Greg Penney
- Canadian Public Health Association, Ottawa, Ontario, Canada
| | - Rita Henderson
- Department of Family Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Heather Manson
- Health Promotion, Chronic Disease and Injury Prevention, Public Health Ontario, Toronto, Ontario, Canada
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18
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Deschamps J, Gilbertson J, Straube S, Dong K, MacMaster FP, Korownyk C, Montgomery L, Mahaffey R, Downar J, Clarke H, Muscedere J, Rittenbach K, Featherstone R, Sebastianski M, Vandermeer B, Lynam D, Magnussen R, Bagshaw SM, Rewa OG. Association between harm reduction strategies and healthcare utilization in patients on long-term prescribed opioid therapy presenting to acute healthcare settings: a protocol for a systematic review and meta-analysis. Syst Rev 2019; 8:88. [PMID: 30953550 PMCID: PMC6449896 DOI: 10.1186/s13643-019-0997-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 03/25/2019] [Indexed: 12/15/2022] Open
Abstract
INTRODUCTION Opioids are routinely used to treat a variety of chronic conditions associated with pain. However, they are a class of medications with a significant potential for adverse health effects, with and without misuse. Opioid misuse, as defined as inappropriate use of appropriately prescribed opioids, is becoming more well-recognized publicly but does not have clear treatment options. Opioid misuse has been linked to variety of poor outcomes and its consequences have a significant impact on healthcare resource utilization. The evidence on harm reduction strategies to mitigate adverse events prompting presentation to acute care settings for patients presenting with long-term opioid use is sparse. METHODS AND ANALYSIS We will perform a systematic review and meta-analysis to catalog effective harm reduction strategies and identify the most effective ones to reduce avoidable healthcare utilization in patients on long-term opioid therapy who present to acute health care settings with complications attributed to opioid misuse. A search strategy will be developed and executed by an information specialist; electronic databases (MEDLINE, EMBASE, CINAHL, Cochrane Library) and additional sources will be searched. Search themes will include opioids, chronic drug use, and acute healthcare settings. Citation screening, selection, quality assessment, and data abstraction will be performed in duplicate. A comprehensive inventory of harm reduction strategies will be developed. Data will be collected on patient-related outcomes associated with each identified harm reduction strategy. When sufficiently homogeneous data on interventions, population, and outcomes is available, it will be pooled for aggregate analysis. Evaluation of the methodological quality of individual studies and of the quality of the body of evidence will be performed. Our primary objective will be to identify harm reduction strategies that have been shown to result in clinically relevant and statistically significant improvements in patient outcomes and/or decreased healthcare utilization. DISCUSSION This study will better characterize harm reduction strategies for patients on long-term prescribed opioids presenting to acute healthcare settings. It will also add new knowledge and generate greater understanding of key knowledge gaps of the long-term prescribed opioid use and its impact on healthcare utilization. SYSTEMATIC REVIEW REGISTRATION CRD42018088962 .
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Affiliation(s)
- Jean Deschamps
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, 2-124E, Clinical Sciences Building, 8440-112 St, Edmonton, NW, T6G 2B7, Canada.
| | - James Gilbertson
- School of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Sebastian Straube
- Division of Preventative Medicine, Department of Medicine, University of Alberta, 5-30 University Terrace, 8303-112 St. NW, Edmonton, Alberta, T6G 2T4, Canada
| | - Kathryn Dong
- Department of Emergency Medicine, University of Alberta, 2J2.00 WC Mackenzie Health Sciences Centre, 8440 112 St. NW, Edmonton, Alberta, T6G 2R7, Canada
| | - Frank P MacMaster
- Departments of Psychiatry and Pediatrics, University of Calgary, Strategic Clinical Network for Addictions and Mental Health, 2888 Shaganappi Trail NW, Calgary, Alberta, T3B 6A8, Canada
| | - Christina Korownyk
- Department of Family Medicine, University of Alberta, Suite 205 College Plaza, 8215 112 St. NW, Edmonton, Alberta, T6G 2C8, Canada
| | - Lori Montgomery
- Department of Family Medicine, Calgary Chronic Pain Center, 1820 Richmond Road SW, Calgary, Alberta, T2T 5C7, Canada
| | - Ryan Mahaffey
- Department of Anesthesia, University of Ottawa, Ottawa, Ontario, Canada
| | - James Downar
- Department of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Hance Clarke
- Department of Anesthesia and Pain Management, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
- Transitional Pain Program, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
| | - John Muscedere
- Department of Critical Care Medicine, Queen's University, Kingston, Ontario, Canada
| | - Katherine Rittenbach
- Addiction and Mental Health Strategic Clinical Network, Alberta Health Services, Edmonton, Alberta, Canada
- Department of Psychiatry, University of Alberta, Edmonton, Alberta, Canada
| | - Robin Featherstone
- Alberta Research Centre for Health Evidence, Department of Pediatrics, University of Alberta, Alberta,, Canada
- Alberta SPOR SUPPORT Unit KT Platform, Edmonton Clinical Health Academy, 4-486D, 11405-87 Avenue, Edmonton, Alberta, T6G 1C9, Canada
| | - Meghan Sebastianski
- Knowledge Translation Platform, Alberta SPOR SUPPORT Unit Department of Pediatrics, University of Alberta, 362-B Heritage Medical Research Centre (HMRC), Alberta, Canada
| | - Ben Vandermeer
- Alberta Research Centre for Health Evidence, Department of Pediatrics, University of Alberta, Alberta,, Canada
- Alberta SPOR SUPPORT Unit KT Platform, Edmonton Clinical Health Academy, 4-486D, 11405-87 Avenue, Edmonton, Alberta, T6G 1C9, Canada
| | - Deborah Lynam
- Primary Health Care Information Network, Edmonton, Alberta, Canada
| | - Ryan Magnussen
- Critical Care Strategic Clinical Network, Foothills Medical Centre, ICU Administration-Ground Floor, McCaig Tower, 3134 Hospital Drive, Calgary, Alberta, T2N 2T9, Canada
| | - Sean M Bagshaw
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, 2-124E, Clinical Sciences Building, 8440-112 St, Edmonton, NW, T6G 2B7, Canada
| | - Oleksa G Rewa
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, 2-124E, Clinical Sciences Building, 8440-112 St, Edmonton, NW, T6G 2B7, Canada
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McCauley JL, Reyes S, Meyerowitz C, Gordan VV, Rindal DB, Gilbert GH, Leite RS, Fillingim RB, Brady KT. Training experiences regarding pain management, addiction, and drug diversion of dentists enrolled in the National Dental Practice-Based Research Network. Subst Abus 2019; 40:344-349. [PMID: 30829128 DOI: 10.1080/08897077.2019.1576085] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Background: The purpose of this study was to describe dentists' training experiences relevant to pain management, addiction, and prescription opioid drug diversion and examine associations between these training experiences and dentists' opioid prescribing practices. Methods: A Web-based, cross-sectional survey was conducted among practicing dentist members of the National Dental Practice-Based Research Network (PBRN; N = 822). The survey assessed pain management prescribing practices and training experiences related to pain management and assessment for addiction and drug diversion. Survey data were linked with National Dental PBRN Enrollment Questionnaire data regarding practitioner demographics and practice characteristics. Results: The majority of dentists (67%) reported prior training in pain management; however, a minority of dentists reported prior training regarding identification and assessment of drug abuse or addiction (48%) or identification of prescription drug diversion (25%). The majority of training experiences across all topics occurred through continuing dental education participation. Dental school training relevant to pain management, addiction, and identification of drug diversion was more prevalent among more recent dental school graduates. Training experiences were associated with prescribing practices. Conclusions: Results suggest that across multiple levels of training, many dentists are not receiving training specific to addiction assessment and identification of drug diversion. Such training is associated with greater consistency of risk mitigation implementation in practice.
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Affiliation(s)
- Jenna L McCauley
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Stephanie Reyes
- Department of Periodontics, University of Texas Health Science Center, San Antonio, Texas, USA
| | - Cyril Meyerowitz
- Eastman Institute for Oral Health, University of Rochester, Rochester, New York, USA
| | - Valeria V Gordan
- Department of Restorative Dental Sciences, University of Florida, Gainesville, Florida, USA
| | - D Brad Rindal
- HealthPartners Institute, Bloomington, Minnesota, USA
| | - Gregg H Gilbert
- Department of Clinical & Community Sciences, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Renata S Leite
- Department of Stomatology, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Roger B Fillingim
- Department of Community Dentistry and Behavioral Sciences, University of Florida, Gainesville, Florida, USA
| | - Kathleen T Brady
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA.,Ralph H. Johnson Veterans Affairs Medical Center, Charleston, South Carolina, USA
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20
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Katzman JG, Qualls CR, Satterfield WA, Kistin M, Hofmann K, Greenberg N, Swift R, Comerci GD, Fowler R, Arora S. Army and Navy ECHO Pain Telementoring Improves Clinician Opioid Prescribing for Military Patients: an Observational Cohort Study. J Gen Intern Med 2019; 34:387-395. [PMID: 30382471 PMCID: PMC6420488 DOI: 10.1007/s11606-018-4710-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Revised: 07/18/2018] [Accepted: 10/02/2018] [Indexed: 12/15/2022]
Abstract
BACKGROUND Opioid overdose deaths occur in civilian and military populations and are the leading cause of accidental death in the USA. OBJECTIVE To determine whether ECHO Pain telementoring regarding best practices in pain management and safe opioid prescribing yielded significant declines in opioid prescribing. DESIGN A 4-year observational cohort study at military medical treatment facilities worldwide. PARTICIPANTS Patients included 54.6% females and 46.4% males whose primary care clinicians (PCCs) opted to participate in ECHO Pain; the comparison group included 39.9% females and 60.1% males whose PCCs opted not to participate in ECHO Pain. INTERVENTION PCCs attended 2-h weekly Chronic Pain and Opioid Management TeleECHO Clinic (ECHO Pain), which included pain and addiction didactics, case-based learning, and evidence-based recommendations. ECHO Pain sessions were offered 46 weeks per year. Attendance ranged from 1 to 3 sessions (47.7%), 4-19 (32.1%, or > 20 (20.2%). MAIN MEASURES This study assessed whether clinician participation in Army and Navy Chronic Pain and Opioid Management TeleECHO Clinic (ECHO Pain) resulted in decreased prescription rates of opioid analgesics and co-prescribing of opioids and benzodiazepines. Measures included opioid prescriptions, morphine milligram equivalents (MME), and days of opioid and benzodiazepine co-prescribing per patient per year. KEY RESULTS PCCs participating in ECHO Pain had greater percent declines than the comparison group in (a) annual opioid prescriptions per patient (- 23% vs. - 9%, P < 0.001), (b) average MME prescribed per patient/year (-28% vs. -7%, p < .02), (c) days of co-prescribed opioid and benzodiazepine per opioid user per year (-53% vs. -1%, p < .001), and (d) the number of opioid users (-20.2% vs. -8%, p < .001). Propensity scoring transformation-adjusted results were consistent with the opioid prescribing and MME results. CONCLUSIONS Patients treated by PCCs who opted to participate in ECHO Pain had greater declines in opioid-related prescriptions than patients whose PCCs opted not to participate.
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Affiliation(s)
| | - Clifford R Qualls
- Department of Statistics, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - William A Satterfield
- Defense Health Agency, Falls Church, VA, USA.,University of New Mexico, Albuquerque, NM, USA
| | - Martin Kistin
- ECHO Institute, University of New Mexico, Albuquerque, NM, USA
| | | | - Nina Greenberg
- Department of Mathematics, University of New Mexico, Albuquerque, NM, USA
| | - Robin Swift
- ECHO Institute, University of New Mexico, Albuquerque, NM, USA
| | - George D Comerci
- Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Rebecca Fowler
- Department of Psychiatry and Behavioral Sciences, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Sanjeev Arora
- ECHO Institute, University of New Mexico, Albuquerque, NM, USA
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Dasgupta N, Schwarz J, Hennessy S, Ertefaie A, Dart RC. Causal inference for evaluating prescription opioid abuse using trend-in-trend design. Pharmacoepidemiol Drug Saf 2019; 28:716-725. [PMID: 30714239 DOI: 10.1002/pds.4736] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 12/20/2018] [Accepted: 12/26/2018] [Indexed: 11/06/2022]
Abstract
PURPOSE One response to the opioid crisis in the United States has been the development of opioid analgesics with properties intended to reduce non-oral use. Previous evaluations of abuse in the community have relied on population averaged interrupted time series Poisson models with utilization offsets. However, competing interventions and secular trends complicate interpretation of time-series analyses. An alternative research design, trend-in-trend, accounts for heterogeneity in per capita opioid dispensing and unmeasured time-varying confounding, which provides a causal evaluation, provided that underlying assumptions are met. METHODS Trend-in-trend can be modeled using a logistic regression framework. In logistic regression, exposure was any product-specific outpatient dispensing by three-digit ZIP code and calendar quarter, for 22 opioids. The outcome was any product-specific abuse case ascertained from poison centers and drug treatment programs, covering 94% of the US population, between July 2009 and December 2016. Product-specific odds ratios compared places without dispensing with places with any dispensing; the causal contrast represents the odds of product-specific abuse in the community given exposure. RESULTS Dispensing of new and low-volume opioids varied considerably across the country, with no region showing high of all products. Of 22 opioids analyzed, the three with approved labeling as intended to deter abuse ranked near the lowest in both absolute (population-adjusted rates: 1.7, 0.9, and 8.2 per million people per quarter, respectively) and relative measures (trend-in-trend ORs: 1.96, 1.79, 1.69, respectively). CONCLUSIONS Postmarketing studies of prescription opioid abuse may benefit by evolving from unadjusted surveillance rates to a causal inference approach.
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Affiliation(s)
- Nabarun Dasgupta
- Rocky Mountain Poison and Drug Center, Denver Health, Denver, CO, USA.,Injury Prevention Research Center and Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - John Schwarz
- Rocky Mountain Poison and Drug Center, Denver Health, Denver, CO, USA
| | - Sean Hennessy
- Center for Pharmacoepidemiology Research and Training and Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Askhan Ertefaie
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, USA
| | - Richard C Dart
- Rocky Mountain Poison and Drug Center, Denver Health, Denver, CO, USA.,Department of Emergency Medicine, University of Colorado School of Medicine, Aurora, CO, USA
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Alexandridis AA, Dasgupta N, McCort AD, Ringwalt CL, Rosamond WD, Chelminski PR, Marshall SW. Associations between implementation of Project Lazarus and opioid analgesic dispensing and buprenorphine utilization in North Carolina, 2009-2014. Inj Epidemiol 2019; 6:2. [PMID: 30663005 PMCID: PMC6339867 DOI: 10.1186/s40621-018-0179-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 12/28/2018] [Indexed: 01/09/2023] Open
Abstract
Background Project Lazarus (PL) is a seven-strategy, community-coalition-based intervention designed to reduce opioid overdose and dependence. The seven strategies include: community education, provider education, hospital emergency department policy change, diversion control, support programs for patients with pain, naloxone policies, and addiction treatment expansion. PL was originally developed in Wilkes County, NC. It was made available to all counties in North Carolina starting in March 2013 with funding of up to $34,400 per county per year. We examined the association between PL implementation and 1) overall dispensing rate of opioid analgesics, and 2) utilization of buprenorphine. Buprenorphine is often used in connection with medication assisted treatment (MAT) for opioid dependence. Methods Observational interrupted time series analysis of 100 counties over 2009–2014 (n = 7200 county-months) in North Carolina. The intervention period was March 2013–December 2014. 74 of 100 counties implemented the intervention. Exposure data sources comprised process surveys, training records, Prescription Drug Monitoring Program (PDMP) data, and methadone treatment program quality data. Outcomes were PDMP-derived counts of opioid prescriptions and buprenorphine patients. Incidence Rate Ratios were estimated with adjusted GEE Poisson regression models of all seven PL strategies. Results In adjusted models, diversion control efforts were positively associated with increased dispensing of opioid analgesics (IRR: 1.06; 95% CI: 1.03, 1.09). None of the other PL strategies were associated with reduced prescribing of opioid analgesics. Support programs for patients with pain were associated with a non-significant decrease in buprenorphine utilization (IRR: 0.93; 95% CI: 0.85, 1.02), but addiction treatment expansion efforts were associated with no change in buprenorphine utilization (IRR: 0.98; 95% CI: 0.91, 1.06). Conclusions Implementation of PL strategies did not appreciably reduce opioid dispensing and did not increase buprenorphine utilization. These results are consistent with previous findings of limited impact of PL strategies on overdose morbidity and mortality. Future studies should analyze the uptake of MAT using a more expansive view of institutional barriers, treating community coalition activity around MAT as an effect modifier.
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Affiliation(s)
- Apostolos A Alexandridis
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA. .,Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
| | - Nabarun Dasgupta
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Agnieszka D McCort
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Christopher L Ringwalt
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Wayne D Rosamond
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Paul R Chelminski
- Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Stephen W Marshall
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Bernard SA, Chelminski PR, Ives TJ, Ranapurwala SI. Management of Pain in the United States-A Brief History and Implications for the Opioid Epidemic. Health Serv Insights 2018; 11:1178632918819440. [PMID: 30626997 PMCID: PMC6311547 DOI: 10.1177/1178632918819440] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 11/25/2018] [Indexed: 12/15/2022] Open
Abstract
Pain management in the United States reflects attitudes to those in pain. Increased numbers of disabled veterans in the 1940s to 1960s led to an increased focus on pain and its treatment. The view of the person in pain has moved back and forth between a physiological construct to an individual with pain where perception may be related to social, emotional, and cultural factors. Conceptually, pain has both a medical basis and a political context, moving between, for example, objective evidence of disability due to pain and subjective concerns of malingering. In the 20th century, pain management became predominately pharmacologic. Perceptions of undertreatment led to increased use of opioids, at first for those with cancer-related pain and then later for noncancer pain without the multidimensional care that was intended. The increased use was related to exaggerated claims in the medical literature and by the pharmaceutical industry, of a lack of addiction in the setting of noncancer pain for these medications-a claim that was subsequently found to be false and deliberatively deceptive; an epidemic of opioid prescribing began in the 1990s. An alarming rise in deaths due to opioids has led to several efforts to decrease use, both in patients with noncancer conditions and in those with cancer and survivors of cancer.
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Affiliation(s)
- Stephen A Bernard
- School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Paul R Chelminski
- School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Timothy J Ives
- School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Shabbar I Ranapurwala
- Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Dasgupta N, Beletsky L, Ciccarone D. Opioid Crisis: No Easy Fix to Its Social and Economic Determinants. Am J Public Health 2018; 108:182-186. [PMID: 29267060 PMCID: PMC5846593 DOI: 10.2105/ajph.2017.304187] [Citation(s) in RCA: 529] [Impact Index Per Article: 88.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/14/2017] [Indexed: 12/12/2022]
Abstract
The accepted wisdom about the US overdose crisis singles out prescribing as the causative vector. Although drug supply is a key factor, we posit that the crisis is fundamentally fueled by economic and social upheaval, its etiology closely linked to the role of opioids as a refuge from physical and psychological trauma, concentrated disadvantage, isolation, and hopelessness. Overreliance on opioid medications is emblematic of a health care system that incentivizes quick, simplistic answers to complex physical and mental health needs. In an analogous way, simplistic measures to cut access to opioids offer illusory solutions to this multidimensional societal challenge. We trace the crisis' trajectory through the intertwined use of opioid analgesics, heroin, and fentanyl analogs, and we urge engaging the structural determinants lens to address this formidable public health emergency. A broad focus on suffering should guide both patient- and community-level interventions.
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Affiliation(s)
- Nabarun Dasgupta
- Nabarun Dasgupta is with the Injury Prevention Research Center and the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Leo Beletsky is with the School of Law and the Bouvé College of Health Sciences, Northeastern University, Boston, MA and is also with the University of California, San Diego School of Medicine, La Jolla. Daniel Ciccarone is with the Department of Family and Community Medicine, University of California, San Francisco
| | - Leo Beletsky
- Nabarun Dasgupta is with the Injury Prevention Research Center and the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Leo Beletsky is with the School of Law and the Bouvé College of Health Sciences, Northeastern University, Boston, MA and is also with the University of California, San Diego School of Medicine, La Jolla. Daniel Ciccarone is with the Department of Family and Community Medicine, University of California, San Francisco
| | - Daniel Ciccarone
- Nabarun Dasgupta is with the Injury Prevention Research Center and the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Leo Beletsky is with the School of Law and the Bouvé College of Health Sciences, Northeastern University, Boston, MA and is also with the University of California, San Diego School of Medicine, La Jolla. Daniel Ciccarone is with the Department of Family and Community Medicine, University of California, San Francisco
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