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LaRowe LR, Hardin HK, Goetzinger AM, Fox KR, Kilpatrick R, Seng EK, Figueroa R. POSITION STATEMENT: Support policies to address opioid use disorder among rural communities. J Rural Health 2025; 41:e12899. [PMID: 39731348 DOI: 10.1111/jrh.12899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Accepted: 10/28/2024] [Indexed: 12/29/2024]
Affiliation(s)
- Lisa R LaRowe
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Heather K Hardin
- Indiana University School of Nursing, Indianapolis, Indiana, USA
| | - Amy M Goetzinger
- University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Kristen R Fox
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, Ohio, USA
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Durpoix A, Rolling J, Coutelle R, Lalanne L. Psychotherapies in opioid use disorder: toward a step-care model. J Neural Transm (Vienna) 2024; 131:437-452. [PMID: 37987829 PMCID: PMC11055728 DOI: 10.1007/s00702-023-02720-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/01/2023] [Indexed: 11/22/2023]
Abstract
Opioid use disorder (OUD) is characterized by a lack of control in opioid use, resulting in psychological distress and deficits in interpersonal and social functioning. OUD is often associated with psychiatric comorbidities that increase the severity of the disorder. The consequences of OUD are dramatic in terms of increased morbi-mortality. Specific medications and psychotherapies are essential tools not only in the treatment of OUD but also in the prevention of suicide and overdoses. In our review, we assess the different types of psychotherapies (counseling, motivational interviewing, contingency management, cognitive-behavioral therapy, and dialectical-behavior therapy) that are delivered to opioid users, either associated or un-associated with OUD medications and/or medications for psychiatric disabilities. We describe the application of these therapies first to adult opioid users and then to adolescents. This work led us to propose a stepped-care model of psychotherapies for OUD which provided information to assist clinicians in decision-making regarding the selection of psychotherapeutic strategies according to patients' OUD severity.
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Affiliation(s)
- Amaury Durpoix
- Addictology Department, Strasbourg University Hospital, 1, place de l'Hôpital, 67091, Strasbourg, France
- Strasbourg University, Faculty of Medicine, Strasbourg, France
| | - Julie Rolling
- Psychiatry, Mental Health and Addictology Department, Strasbourg University Hospital, Strasbourg, France
- Regional Center for Psychotrauma Great East, Strasbourg, France
- Centre National de la Recherche Scientifique Unité Propre de Recherche 3212 (CNRS UPR 3212), Institute for Cellular and Integrative Neurosciences (INCI), Strasbourg, France
| | - Romain Coutelle
- Psychiatry, Mental Health and Addictology Department, Strasbourg University Hospital, Strasbourg, France
- INSERM U1114, Cognitive Neuropsychology, and Pathophysiology of Schizophrenia, Strasbourg, France
| | - Laurence Lalanne
- Addictology Department, Strasbourg University Hospital, 1, place de l'Hôpital, 67091, Strasbourg, France.
- INSERM U1114, Cognitive Neuropsychology, and Pathophysiology of Schizophrenia, Strasbourg, France.
- Strasbourg University, Faculty of Medicine, Strasbourg, France.
- Fédération de Médecine translationnelle de Strasbourg, Strasbourg, France.
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Sher L. Long COVID-19 and Suicide. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1458:51-57. [PMID: 39102189 DOI: 10.1007/978-3-031-61943-4_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
Suicide is a significant public health problem around the world. More than 90% of individuals who die by suicide have a diagnosable psychiatric disorder, and most persons who attempt suicide also have a psychiatric illness. Depression, anxiety, posttraumatic symptoms, sleep disturbances, decreased energy, and cognitive abnormalities are the most frequently reported psychiatric symptoms of long COVID. All these conditions are associated with suicidal ideation and behavior. Therefore, individuals with long COVID may be at increased risk of suicide. Recent studies of patients with long COVID confirm that individuals with long COVID are at increased suicide risk. It is vital to educate clinicians taking care of long COVID individuals that patients with long COVID may be suicidal, that it is essential to screen patients with long COVID for suicidality, and if needed, suicide prevention interventions should be employed.
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Affiliation(s)
- Leo Sher
- James J. Peters VA Medical Center, 130 West Kingsbridge Road, New York, NY, 10468, USA.
- Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Columbia University College of Physicians and Surgeons, New York, NY, USA.
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Seymour RB, Wally MK, Hsu JR. Impact of clinical decision support on controlled substance prescribing. BMC Med Inform Decis Mak 2023; 23:234. [PMID: 37864226 PMCID: PMC10588193 DOI: 10.1186/s12911-023-02314-0] [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: 09/30/2022] [Accepted: 09/29/2023] [Indexed: 10/22/2023] Open
Abstract
BACKGROUND Prescription drug overdose and misuse has reached alarming numbers. A persistent problem in clinical care is lack of easy, immediate access to all relevant information at the actionable time. Prescribers must digest an overwhelming amount of information from each patient's record as well as remain up-to-date with current evidence to provide optimal care. This study aimed to describe prescriber response to a prospective clinical decision support intervention designed to identify patients at risk of adverse events associated with misuse of prescription opioids/benzodiazepines and promote adherence to clinical practice guidelines. METHODS This study was conducted at a large multi-center healthcare system, using data from the electronic health record. A prospective observational study was performed as clinical decision support (CDS) interventions were sequentially launched (January 2016-July 2019). All data were captured from the medical record prospectively via the CDS tools implemented. A consecutive series of all patient encounters including an opioid/benzodiazepine prescription were included in this study (n = 61,124,172 encounters; n = 674,785 patients). Physician response to the CDS interventions was the primary outcome, and it was assessed over time using control charts. RESULTS An alert was triggered in 23.5% of encounters with a prescription (n = 555,626). The prescriber decision was influenced in 18.1% of these encounters (n = 100,301). As the number of risk factors increased, the rate of decision being influenced also increased (p = 0.0001). The effect of the alert differed by drug, risk factor, specialty, and facility. CONCLUSION The delivery of evidence-based, patient-specific information had an influence on the final prescription in nearly 1 in 5 encounters. Our intervention was sustained with minimal prescriber fatigue over many years in a large and diverse health system.
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Affiliation(s)
- Rachel B Seymour
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, 1000 Blythe Boulevard, Charlotte, NC, 28203, USA.
- Atrium Health Musculoskeletal Institute, 2001 Vail Avenue, 6th floor, Charlotte, NC, 28207, USA.
| | - Meghan K Wally
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, 1000 Blythe Boulevard, Charlotte, NC, 28203, USA
| | - Joseph R Hsu
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, 1000 Blythe Boulevard, Charlotte, NC, 28203, USA
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Thompson T, Rotondo J, Enns A, Leason J, Halverson J, Huyer D, Kuo M, Lapointe L, May-Hadford J, Orpana H. Exploring the contextual risk factors and characteristics of individuals who died from the acute toxic effects of opioids and other illegal substances: listening to the coroner and medical examiner voice. Health Promot Chronic Dis Prev Can 2023; 43:51-61. [PMID: 36794822 PMCID: PMC10026607 DOI: 10.24095/hpcdp.43.2.01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
INTRODUCTION Substance-related acute toxicity deaths continue to be a serious public health concern in Canada. This study explored coroner and medical examiner (C/ME)perspectives of contextual risk factors and characteristics associated with deaths from acute toxic effects of opioids and other illegal substances in Canada. METHODS In-depth interviews were conducted with 36 C/MEs in eight provinces and territories between December 2017 and February 2018. Interview audio recordings were transcribed and coded for key themes using thematic analysis. RESULTS Four themes described the perspectives of C/MEs: (1) Who is experiencing a substance-related acute toxicity death?; (2) Who is present at the time of death?; (3) Why are people experiencing an acute toxicity death?; (4) What are the social contextual factors contributing to deaths? Deaths crossed demographic and socioeconomic groups and included people who used substances on occasion, chronically, or for the first time. Using alone presents risk, while using in the presence of others can also contribute to risk if others are unable or unprepared to respond. People who died from a substance-related acute toxicity often had one or more contextual risk factors: contaminated substances, history of substance use, history of chronic pain and decreased tolerance. Social contextual factors contributing to deaths included diagnosed or undiagnosed mental illness, stigma, lack of support and lack of follow-up from health care. CONCLUSION Findings revealed contextual factors and characteristics associated with substance-related acute toxicity deaths that contribute to a better understanding of the circumstances surrounding these deaths across Canada and that can inform targeted prevention and intervention efforts.
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Affiliation(s)
- Tamara Thompson
- School of Health Studies, Faculty of Health Sciences, University of Western Ontario, London, Ontario, Canada
| | - Jenny Rotondo
- Public Health Agency of Canada, Ottawa, Ontario, Canada
| | - Aganeta Enns
- Public Health Agency of Canada, Ottawa, Ontario, Canada
| | - Jennifer Leason
- Department of Anthropology and Archaeology, University of Calgary, Calgary, Alberta, Canada
| | | | - Dirk Huyer
- Office of the Chief Coroner, Toronto, Ontario, Canada
| | - Margot Kuo
- Public Health Agency of Canada, Ottawa, Ontario, Canada
| | - Lisa Lapointe
- Office of the Chief Coroner, Victoria, British Columbia, Canada
| | | | - Heather Orpana
- Public Health Agency of Canada, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
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Na PJ, Bommersbach TJ, Petrakis IL, Rhee TG. National trends of suicidal ideation and mental health services use among US adults with opioid use disorder, 2009-2020. EClinicalMedicine 2022; 54:101696. [PMID: 36267498 PMCID: PMC9576812 DOI: 10.1016/j.eclinm.2022.101696] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND The substantial increase in deaths by overdose and potential underlying suicidal intent in such deaths suggest the importance of understanding trends of suicidal ideation in individuals with opioid use disorder (OUD). This study aimed to examine the trends and correlates of past-year suicidal ideation (SI) and mental health service use among US adults with past-year OUD from 2009 to 2020. METHODS We used data from the National Survey on Drug Use and Health. Participants included non-institutionalized US civilians aged ≥18 with past-year OUD (n=5386). SI was measured by self-reported thoughts of killing oneself. Mental health service utilization was assessed with questions concerning receipt of any past-year outpatient or inpatient mental health services or prescription medications. We examined the prevalence and correlates of SI and adjusted odds ratios (aORs) for changes over time adjusting for potentially confounding sociodemographic and clinical characteristics. Further, trends in utilization of mental health services were explored. FINDINGS From 2009 to 2020, the prevalence of SI increased from 22.8% to 29.8% (average annual percent change, 3.64% [95% CI, 1.01-2.10%]) in adults with OUD. Subgroups including individuals aged 18-25 (aOR, 1.72 [95% CI, 1.09-2.71]; P=0.020), residing in non-metropolitan areas (aOR, 1.43 [95% CI, 1.04-1.97]; P = 0.029), with co-occurring past-year major depressive episode (aOR, 5.28 [95% CI, 4.27-6.53]; P < 0.001) and alcohol (aOR, 1.55 [95% CI, 1.23-1.97]; P < 0.001), cocaine (aOR, 1.42 [95% CI, 1.03-1.97]; P = 0.034), and sedative use disorders (aOR, 1.48 [95% CI, 1.11-1.98]; P = 0.008) were associated with SI after adjusting for covariates. No significant change in mental health service use was observed. Individuals with SI were 2.5 times more likely to report an unmet need for treatment compared to individuals without SI (53.6% vs 21.4%; P < 0.001). INTERPRETATION The prevalence of SI in adults with OUD increased substantially without a corresponding change in mental health service use. These results underscore the potential benefit of routine screening for suicidality and improved access to care for individuals with OUD, especially those with co-occurring depression and/or polysubstance use. FUNDING None reported.
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Affiliation(s)
- Peter J. Na
- VA Connecticut Healthcare System, West Haven, CT, United States
- Department of Psychiatry, Yale School of Medicine, CT, United States
| | | | - Ismene L. Petrakis
- VA Connecticut Healthcare System, West Haven, CT, United States
- Department of Psychiatry, Yale School of Medicine, CT, United States
| | - Taeho Greg Rhee
- VA Connecticut Healthcare System, West Haven, CT, United States
- Department of Psychiatry, Yale School of Medicine, CT, United States
- Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, CT, United States
- Corresponding author at: 100 York St, STE 2J, New Haven, CT 06511, USA.
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Asfaw A, Quay B, Bushnell T, Pana-Cryan R. Injuries That Happen at Work Lead to More Opioid Prescriptions and Higher Opioid Costs. J Occup Environ Med 2022; 64:e823-e832. [PMID: 36136663 PMCID: PMC10066591 DOI: 10.1097/jom.0000000000002709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVES This study aimed to compare opioid prescription incidence, supply days, and cost associated with occupational injury and other injury-caused conditions. METHODS We used Medical Expenditure Panel Survey (MEPS) data for 2010-2019. The MEPS provides information on medical conditions and associated medical encounters, treatments, and treatment costs, as well as demographic, education, health, working status, income, and insurance coverage information. We used descriptive statistics and logistic and 2-part regressions. RESULTS Controlling for covariates and compared with other injury-caused conditions, occupational injury-caused conditions resulted in 33% higher odds of opioid prescribing, 32.8 more opioid prescription supply days, and $134 higher average cost. CONCLUSIONS Occupational injuries were associated with higher opioid incidence and costs, and more opioid supply days. These findings point to the need to focus on making work safer and the role employers may play in supporting worker recovery from injury and opioid use disorders.
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Affiliation(s)
- Abay Asfaw
- From the Centers for Disease Control and Prevention (CDC)-National Institute for Occupational Safety and Health (NIOSH)-Economic Research and Support Office, Washington, DC (Drs Asfaw and Pana-Cryan); Centers for Disease Control and Prevention (CDC)-National Institute for Occupational Safety and Health (NIOSH)-Economic Research and Support Office, Cincinnati, Ohio (Mr Quay, Dr Bushnell)
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8
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What is the prevalence of and trend in opioid use disorder in the United States from 2010 to 2019? Using multiplier approaches to estimate prevalence for an unknown population size. DRUG AND ALCOHOL DEPENDENCE REPORTS 2022; 3:100052. [PMID: 35783994 PMCID: PMC9248998 DOI: 10.1016/j.dadr.2022.100052] [Citation(s) in RCA: 112] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Opioid-related overdose deaths have increased since 2010 in the U.S., but information on trends in opioid use disorder (OUD) prevalence is limited due to unreliable data. Multiplier methods are a classical epidemiological technique to estimate prevalence when direct estimation is infeasible or unreliable. We used two different multiplier approaches to estimate OUD prevalence from 2010 to 2019. First, we estimated OUD in National Survey on Drug Use and Health (NSDUH), and based on existing capture-recapture studies, multiplied prevalence by 4.5x. Second, we estimated the probability of drug poisoning death among people with OUD (Meta-analysis indicates 0.52/100,000), and divided the number of drug poisoning deaths in the US by this probability. Estimates were weighted to account for increase in drug-related mortality in recent years due to fentanyl. Estimated OUD prevalence was lowest when estimated in NSDUH with no multiplier, and highest when estimated from vital statistics data without adjustment. Consistent findings emerged with two methods: NSDUH data with multiplier correction, and vital statistics data with multiplier and adjustment. From these two methods, OUD prevalence increased from 2010 to 2014; then stabilized and slightly declined annually (survey data with multiplier, highest prevalence of 4.0% in 2015; death data with a multiplier and correction, highest prevalence of 2.35% in 2016). The number of US adolescent and adult individuals with OUD in 2019 was estimated between 6.7-7.6 million. When multipliers and corrections are used, OUD may have stabilized or slightly declined after 2015. Nevertheless, it remains highly prevalent, affecting 6-7 million US adolescents and adults.
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Brown JL, Cochran G, Bryan MA, Charron E, Winhusen TJ. Associations between elevated depressive symptoms and substance use, prescription opioid misuse, overdose history, pain, and general health among community pharmacy patients prescribed opioids. Subst Abus 2022; 43:1110-1115. [PMID: 35499399 PMCID: PMC9487888 DOI: 10.1080/08897077.2022.2060450] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Background: Individuals with pain prescribed opioids experience high rates of comorbid depression. The aim of this study was to characterize pain, substance use, and health status as a function of depressive symptom level in individuals filling an opioid prescription at a community pharmacy. Methods: Participants (N = 1268) filling an opioid prescription enrolled in a study validating a prescription drug monitoring metric completed an online survey assessing sociodemographics, depressive symptoms, substance use, prescription opioid misuse, overdose history, general health, and pain severity and interference. Results: Approximately one-fifth (19.3%) had a positive depression screen result. In covariate-adjusted logistic regression analyses, individuals with a positive depression screen result were more likely to have moderate/high substance use risk scores for prescription opioids (adjusted odds ratio [AOR] = 2.06; 95% confidence interval [CI], 1.51-2.79); street opioids (AOR = 7.18; 95% CI, 2.57-20.01); cannabis (AOR = 2.00; 95% CI, 1.34-3.00); cocaine (AOR = 3.46; 95% CI, 1.46-8.22); tobacco (AOR = 1.59; 95% CI, 1.18-2.15); methamphetamine (AOR = 7.59; 95% CI, 2.58-22.35); prescription stimulants (AOR = 2.95; 95% CI, 1.59-5.49); and sedatives (AOR = 3.41; 95% CI, 2.43-4.79). Individuals with a positive depression screen were more likely to misuse prescription opioids (AOR = 3.46; 95% CI, 2.33-5.15), experience a prior overdose (AOR = 2.69; 95% CI, 1.76-4.11), report poorer general health (AOR = 0.25, 95% CI, 0.18-0.35), and report moderate/severe pain severity (AOR = 4.36, 95% CI, 2.80-6.77) and interference (AOR = 6.47, 95% CI, 4.08-10.26). Conclusions: Individuals prescribed opioids with heightened depression were more likely to report other substance use, prescription opioid misuse, prior overdose, greater pain, and poorer health.
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Affiliation(s)
- Jennifer L. Brown
- Department of Psychology, University of Cincinnati, Cincinnati, Ohio, USA
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Gerald Cochran
- Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - M. Aryana Bryan
- Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Elizabeth Charron
- Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - T. John Winhusen
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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Lee Y, Lui LMW, Brietzke E, Liao Y, Lu C, Ho R, Subramaniapillai M, Mansur RB, Rosenblat JD, McIntyre RS. Comparing mortality from covid-19 to mortality due to overdose: A micromort analysis. J Affect Disord 2022; 296:514-521. [PMID: 34656039 PMCID: PMC8461265 DOI: 10.1016/j.jad.2021.09.059] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 09/17/2021] [Accepted: 09/21/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To compare the mortality risk due to covid-19 with death due to overdose in British Columbia, Canada. The opioid epidemic was declared a public health emergency in 2016. METHODS Mortality risk was calculated in micromorts with covid-19 data for January-October 2020, derived from the BC center for Disease Control, and illicit drug toxicity deaths for January 2010-September 2020, derived from the BC Coroners Service. Age-stratified covid-19 incidence and deaths per 100,000 population and age-stratified illicit drug toxicity death rates per 100,000 population were calculated. A micromort is a unit of risk equivalent to a one-in-a-million chance of death. RESULTS During the covid-19 pandemic, illicit drug toxicity deaths reached 1.0 micromorts per day, representing an increase of 0.5 micromorts per day relative to 2019 rates. In comparison, covid-19 mortality risk was 0.05 micromorts per day among individuals from the general population living in British Columbia and 21.1 micromorts per day among those infected with covid-19. Covid-related mortality risk was significantly lower among individuals aged <60 years, relative to older adults, whereas drug toxicity-related mortality was highest for individuals aged 30-59 years. CONCLUSIONS The mortality associated with covid-19 is apparent and distributed unevenly across subpopulations. The mortality due to overdose has increased during covid-19 and exceeds mortality due to covid-19. Our results instantiate the triple threat caused by covid-19 (i.e., public health crisis, economic crisis and mental health crisis) and quantitatively highlight the externality of increased mortality due to deaths of despair in response to public health efforts to reduce covid-related mortality.
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Affiliation(s)
- Yena Lee
- Mood Disorders Psychopharmacology Unit, Toronto Western Hospital, University Health Network, Toronto, ON, Canada, M5T 2S8; Institute of Medical Science, University of Toronto, Toronto, ON, Canada, M5S 1A8.
| | - Leanna M W Lui
- Mood Disorders Psychopharmacology Unit, Toronto Western Hospital, University Health Network, Toronto, ON, Canada, M5T 2S8.
| | - Elisa Brietzke
- Department of Psychiatry, Queen's University School of Medicine, Kingston, ON, Canada; Centre for Neuroscience Studies (CNS), Queen's University, Kingston, ON, Canada.
| | - Yuhua Liao
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-Sen University, Guangzhou, China; Department of Psychiatry, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Ciyong Lu
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-Sen University, Guangzhou, China.
| | - Roger Ho
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore; Institute for Health Innovation and Technology (iHealthtech), National University of Singapore.
| | - Mehala Subramaniapillai
- Mood Disorders Psychopharmacology Unit, Toronto Western Hospital, University Health Network, Toronto, ON, Canada, M5T 2S8.
| | - Rodrigo B Mansur
- Mood Disorders Psychopharmacology Unit, Toronto Western Hospital, University Health Network, Toronto, ON, Canada, M5T 2S8; Department of Psychiatry, University of Toronto, Toronto, ON, Canada, M5S 1A8.
| | - Joshua D Rosenblat
- Mood Disorders Psychopharmacology Unit, Toronto Western Hospital, University Health Network, Toronto, ON, Canada, M5T 2S8; Department of Psychiatry, University of Toronto, Toronto, ON, Canada, M5S 1A8.
| | - Roger S McIntyre
- Mood Disorders Psychopharmacology Unit, Toronto Western Hospital, University Health Network, Toronto, ON, Canada, M5T 2S8; Institute of Medical Science, University of Toronto, Toronto, ON, Canada, M5S 1A8; Department of Psychiatry, University of Toronto, Toronto, ON, Canada, M5S 1A8; Department of Pharmacology, University of Toronto, Toronto, ON, Canada, M5S 1A8.
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11
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Hudgins A, Uzwiak B, Pizzicato L, Viner K. Barriers to effective care: Specialty drug treatment in Philadelphia. J Subst Abuse Treat 2021; 131:108639. [PMID: 34728133 DOI: 10.1016/j.jsat.2021.108639] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 09/23/2021] [Accepted: 10/19/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION In Philadelphia, the poorest big city in the United States, an estimated 60,000 people misuse opioids and more than 3500 have died of overdose in the past three years. In 2019, fentanyl was detected in 76% of drug-related deaths and 94% of opioid-involved deaths. While much attention has been directed at the public face of the city's drug problem, more than 75% of drug deaths in 2017 took place in a private residence. METHOD Based on qualitative research to understand the vulnerabilities of this hidden population of drug users, we interviewed kin of 35 people who had died of opioid overdose in 2017 to learn whether their loved one had interacted with any social services or harm-reduction interventions. RESULTS In our demographically and geographically representative sample of decedents, we found that while most had received treatment at least once, many faced barriers to getting treatment when they needed it, including barriers related to stigma, structural racism, gender inequities, bureaucracy, insurance requirements, and cost. CONCLUSION We argue that these barriers place an undue burden on people with substance use disorder and their kin during particularly fraught moments of heightened vulnerability. The failure of state and federal policies, practices, and infrastructure to address these barriers, and the failure to require that evidence-based care be provided during treatment have deleterious effects on people affected by the opioid epidemic in the United States.
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Affiliation(s)
| | - Beth Uzwiak
- Ethnologica, 4732 Stenton Ave., Philadelphia, PA 19144, USA
| | - Lia Pizzicato
- Division of Substance Use Prevention and Harm Reduction, Philadelphia Department of Public Health, 123 S. Broad Street, Suite 1120, Philadelphia, PA 19109, USA
| | - Kendra Viner
- Division of Substance Use Prevention and Harm Reduction, Philadelphia Department of Public Health, 123 S. Broad Street, Suite 1120, Philadelphia, PA 19109, USA
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12
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Dahlman D, Ohlsson H, Edwards AC, Sundquist J, Håkansson A, Sundquist K. Socioeconomic correlates of incident and fatal opioid overdose among Swedish people with opioid use disorder. Subst Abuse Treat Prev Policy 2021; 16:73. [PMID: 34565405 PMCID: PMC8474855 DOI: 10.1186/s13011-021-00409-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/09/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Opioid overdose (OD) and opioid OD death are major health threats to people with opioid use disorder (OUD). Socioeconomic factors are underexplored potential determinants of opioid OD. In this study, we assessed socioeconomic and other factors and their associations with incident and fatal opioid OD, in a cohort consisting of 22,079 individuals with OUD. METHODS We performed a retrospective, longitudinal study based on Swedish national register data for the period January 2005-December 2017. We used Cox proportional hazard models to investigate the risk of incident and fatal opioid OD as a function of several individual, parental and neighborhood covariates. RESULTS Univariate analysis showed that several covariates were associated with incident and fatal opioid OD. In the multivariate analysis, incident opioid OD was associated with educational attainment (Hazard ratio [HR] 0.96; 95% confidence interval [CI] 0.94-0.97), having received social welfare (HR 1.31; 95% CI 1.22-1.39), and criminal conviction (HR 1.53; 95% CI 1.42-1.65). Fatal opioid OD was also associated with criminal conviction (HR 1.93; 95% CI 1.61-2.32). CONCLUSION Individuals with low education and receipt of social welfare had higher risks of incident opioid OD and individuals with criminal conviction were identified as a risk group for both incident and fatal opioid OD. Our findings should raise attention among health prevention policy makers in general, and among decision-makers within the criminal justice system and social services in particular.
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Affiliation(s)
- Disa Dahlman
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Clinical Research Center/CRC, Lund University/Region Skåne, Box 503 22, Malmö, Sweden.
- Faculty of Medicine, Department of Clinical Sciences Lund, Psychiatry, Lund University, Lund, Sweden.
- Malmö Addiction Centre, Skåne University Hospital, Malmö, Sweden.
| | - Henrik Ohlsson
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Clinical Research Center/CRC, Lund University/Region Skåne, Box 503 22, Malmö, Sweden
| | - Alexis C Edwards
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Jan Sundquist
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Clinical Research Center/CRC, Lund University/Region Skåne, Box 503 22, Malmö, Sweden
- Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, USA
- Center for Community-Based Healthcare Research and Education (CoHRE), School of Medicine, Shimane University, Matsue, Japan
| | - Anders Håkansson
- Faculty of Medicine, Department of Clinical Sciences Lund, Psychiatry, Lund University, Lund, Sweden
- Malmö Addiction Centre, Skåne University Hospital, Malmö, Sweden
| | - Kristina Sundquist
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Clinical Research Center/CRC, Lund University/Region Skåne, Box 503 22, Malmö, Sweden
- Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, USA
- Center for Community-Based Healthcare Research and Education (CoHRE), School of Medicine, Shimane University, Matsue, Japan
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13
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Fox LM, Shastry S, Harper-Brooks A, Ramdin C, Manini AF. Pilot survey of prescription opioid use patterns and engagement with harm-reduction strategies in emergency department patients. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2021; 3:100062. [PMID: 35480608 PMCID: PMC9031431 DOI: 10.1016/j.rcsop.2021.100062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 08/12/2021] [Accepted: 08/13/2021] [Indexed: 11/15/2022] Open
Abstract
Background The United States is experiencing an opioid epidemic. The aim of this pilot study was to describe patterns of prescription opioid medication (POM) use, examine factors associated with opioid misuse and overdose, and assess knowledge of take-home naloxone, and other harm-reduction strategies as well as participation in medications for opioid use disorder (MOUD) among emergency department (ED) patients that have been prescribed opioid medications. Methods This was a pilot survey of a convenience sample of adult ED patients with a past opioid prescription at one urban tertiary care hospital. The survey asked participants about patterns of opioid consumption, risk factors associated with opioid misuse, and knowledge of harm-reduction strategies. The survey tool consisted of mixed open- and closed-ended questions. Reported daily POM consumption was converted to milligram morphine equivalents (MME). Responses to survey questions were compared with daily MME in order to generate hypotheses for future research. Results 50 individuals completed a survey. Of these, 56% reported taking opioids daily, and 24% reported greater than 100 MME daily opioid consumption. Many subjects reported history of psychiatric illness (34%) and previous substance abuse treatment (24%). The majority of patients (66%) were not aware of take-home naloxone programs to treat opioid overdose. Conclusions In this pilot survey of ED patients with a pain-related chief complaint, many respondents reported risk factors for opioid misuse, and the majority of participants were unaware of the existence of important harm-reduction strategies, such as take-home naloxone programs, even among those with the highest daily POM use.
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Affiliation(s)
- Lindsay M. Fox
- Rutgers New Jersey Medical School, Department of Emergency Medicine, 185 South Orange Ave, MSB E 609, Newark, NJ 07103, United States of America
| | - Siri Shastry
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
- Corresponding author at: 555 West 57th, 5th Floor, New York, NY 10019, United States of America.
| | - Avis Harper-Brooks
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Christine Ramdin
- Rutgers New Jersey Medical School, Department of Emergency Medicine, 185 South Orange Ave, MSB E 609, Newark, NJ 07103, United States of America
| | - Alex F. Manini
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
- Division of Medical Toxicology, Elmhurst Hospital Center, New York, NY, United States of America
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14
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Voon P, Choi JC, Hayashi K, Milloy MJ, Buxton J, Kerr T. The effect of depressive symptoms on pain in a substance-using population with persistent pain: a cross-sectional cohort study. BMC Psychiatry 2021; 21:416. [PMID: 34416868 PMCID: PMC8379773 DOI: 10.1186/s12888-021-03424-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 07/31/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In light of the ongoing opioid overdose crisis, there is an urgent need for research on the impacts of mental health among people presenting with concurrent pain and substance use. This study examined the effect of depressive symptoms on pain severity and functional interference among people who use drugs (PWUD) during a community-wide overdose crisis. METHODS From December 1st 2016 to December 31st 2018, 288 participants in two cohort studies of PWUD in Vancouver, Canada completed interviewer-administered questionnaires that included the Brief Pain Inventory and PROMIS Emotional Distress-Depression instruments. Generalized linear regression modelling (GLM) was used to examine the cross-sectional effect of depressive symptoms and other confounding factors on pain severity and interference. RESULTS Moderate to severe depressive symptoms were significantly associated with greater pain-related functional interference (adjusted β = 1.24, 95% confidence interval [CI] = 0.33-2.15), but not significantly associated with greater average pain severity (adjusted β = 0.22, 95% CI = - 0.3 - 0.82), when controlling for confounding variables. Reported daily heroin use (adjusted β = 1.26, 95% CI = 0.47-2.05) and non-fatal overdose (adjusted β = 1.02, 95% CI = 0.08-1.96) were also significantly associated with greater pain-related functional interference. CONCLUSIONS In a substance-using population, greater pain-related functional interference was positively associated with depressive symptoms as well as overdose and daily heroin use. These findings emphasize the need to address the functional impact of pain, mental health comorbidity, and high-risk substance use that may contribute to overdose and other harms.
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Affiliation(s)
- Pauline Voon
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada. .,School of Population and Public Health, University of British Columbia, 5804 Fairview Avenue, Vancouver, BC, V6T 1Z3, Canada.
| | - Jin Cheol Choi
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada
| | - Kanna Hayashi
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada ,grid.61971.380000 0004 1936 7494Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6 Canada
| | - M-J Milloy
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada ,grid.17091.3e0000 0001 2288 9830Department of Medicine, University of British Columbia, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada
| | - Jane Buxton
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada ,grid.17091.3e0000 0001 2288 9830School of Population and Public Health, University of British Columbia, 5804 Fairview Avenue, Vancouver, BC V6T 1Z3 Canada
| | - Thomas Kerr
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada ,grid.17091.3e0000 0001 2288 9830Department of Medicine, University of British Columbia, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada
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15
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Uzwiak BA, Hudgins A, Pizzicato LN. Legacies of the war on drugs: Next of kin of persons who died of opioid overdose and harm reduction interventions in Philadelphia. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 97:103351. [PMID: 34252788 DOI: 10.1016/j.drugpo.2021.103351] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 06/08/2021] [Accepted: 06/13/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND Between the years 2017-2019 in Philadelphia, more than 70% of all deaths from opioid overdose occurred in a private residence. To learn more about home-based opioid use and overdose, researchers conducted qualitative interviews with next of kin of overdose victims to learn their perceptions about the decedent's drug use and their opinions about city-led harm reduction efforts, specifically naloxone administration and collaborative efforts to open an overdose prevention site. METHODS In 2019, researchers conducted 35 qualitative interviews with next of kin of persons who died of opioid overdose in Philadelphia in 2017. Data were coded and analyzed using NVivo software. RESULTS Data reveal that while persons who use drugs may benefit from enhanced harm reduction interventions that target their family members and caregivers including naloxone education and public health messaging about overdose prevention, these efforts may be up against other realities that Philadelphia families navigate-in particular structural inequalities exacerbated by decades of "War on Drugs" policies. CONCLUSION Existing health disparities and structural barriers to care increase vulnerability to overdose and highlight the urgency to collaborate with impacted families and communities to design relevant harm reduction interventions. Without efforts to redress the consequences of war on drug policies, however, harm reduction interventions will not reach their full potential.
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Affiliation(s)
| | | | - Lia N Pizzicato
- Division of Substance Use and Harm Reduction, Philadelphia Department of Public Health, United States
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16
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Strulik H. From pain patient to junkie: An economic theory of painkiller consumption and its impact on wellbeing and longevity. JOURNAL OF HEALTH ECONOMICS 2021; 76:102432. [PMID: 33571722 DOI: 10.1016/j.jhealeco.2021.102432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 01/07/2021] [Accepted: 01/07/2021] [Indexed: 06/12/2023]
Abstract
In this paper, I propose a life cycle model of painkiller consumption that combines the theory of health deficit accumulation with the theory of addiction. Chronic pain is conceptualized as a persistent negative shock to lifetime utility that can be treated by pain relief medication. Individuals treated with opioid pain relievers (OPR) develop addiction, which increases their demand for opioids and reduces their welfare and life expectancy through side effects and potential overdose. I calibrate the model for a benchmark American and investigate the comparative dynamics of alternative drug characteristics, pain intensities, and ages of onsets of pain as well as their implications for welfare and life expectancy. Computational experiments are used to identify fully rational and imperfectly rational addiction behavior. Fully rational addicts reduce OPR use when new information about the addictive potential of these drugs arrives. Imperfectly rational addicts further develop their addiction and switch to illicit opioid use. Likewise, a discontinued prescription helps fully rational addicts to quit quickly, while it induces imperfectly rational individuals to take up heroin. I also discuss treatment of OPR addiction and the use of opioids in palliative care.
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Affiliation(s)
- Holger Strulik
- University of Goettingen, Department of Economics, Platz der Goettinger Sieben 3, 37073 Goettingen, Germany.
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17
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Pontes NMH, Ayres C, Wunnenberg M, Pontes MCF. Gender differences in the relationship between prescription opioid misuse and depressive symptoms and suicidality among US High School Students. Nurs Outlook 2021; 69:641-651. [PMID: 33579512 DOI: 10.1016/j.outlook.2021.01.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Revised: 11/29/2020] [Accepted: 01/10/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Prescription opioid misuse and suicide among adolescents are significant health challenges. PURPOSE This study investigated whether effects of prescription opioid misuse on depressive symptoms and suicidality are greater among female than male students. METHODS Using the 2017 Youth Risk Behavior Survey (N = 14,765), this research estimated additive interactions using risk differences as well as multiplicative interactions using odds ratios. DISCUSSION Results showed prescription opioid misuse was associated with significantly greater risks among females than males for depressive symptoms (31.1% vs. 20.8%), suicidal ideation (27.3% vs. 19.1%), suicide attempts (18.1% vs. 11.9%) and suicide attempts requiring treatment (8.5% vs. 4.4%). In contrast, multiplicative interactions using odds ratios were all nonsignificant. CONCLUSIONS Among students who misused prescription opioids, females compared to males had much higher average predicted margins of depressive symptoms, suicidal ideation, suicide attempts, and suicide attempts requiring treatment. Screening for depression and suicidality among adolescents who misuse prescription opioids, and vice versa, is paramount.
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18
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Black JC, Bau GE, Rosen T, Cepeda MS, Wedin GP, Green JL, Dart RC. Changes in Mortality Involving Extended-Release and Long-Acting Opioids After Implementation of a Risk Evaluation and Mitigation Strategy. PAIN MEDICINE 2021; 21:92-100. [PMID: 30877807 PMCID: PMC6953333 DOI: 10.1093/pm/pnz031] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Objective To assess changes in mortality rates in extended-release and long-acting (ER/LA) opioid analgesics after the implementation of the Risk Evaluation and Mitigation Strategy (REMS). Setting All drug poisoning deaths in three states: Florida, Oregon, and Washington. Data were obtained through state vital records offices and the Researched Abuse, Diversion and Addiction-Related Surveillance System Medical Examiner Program. Methods Using cause-of-death literal text from death certificates, individual opioid active pharmaceutical ingredients (APIs) involved in each death were identified using rules-based natural language processing. Population-adjusted and prescriptions dispensed–adjusted mortality rates were calculated for all ER/LA opioid analgesic and individual opioid APIs. Rates before and after implementation of the REMS were compared. Rate changes were compared with rates from two APIs with little or no inclusion in the REMS: benzodiazepines and hydrocodone. Results The mean ER/LA opioid analgesic population-adjusted mortality rate significantly decreased in all three states (FL: P = 0.003; OR: P = 0.003; WA: P < 0.001). Mortality rates for benzodiazepines and hydrocodone also decreased and were not statistically different. Significant heterogeneity in mortality rates of individual opioids was observed between the three states. When adjusted for prescription volume, the ER/LA opioid analgesic mortality rate decreased in all three states, but was significant only for Washington (P < 0.001). Conclusions The population-adjusted mortality rate of ER/LA opioid analgesics has decreased in three states. Notably, the contributions to mortality rates by individual opioid analgesics were not uniform across the three states in this study. However, these changes were not generally distinct from changes in mortality rates where comparator substances were involved.
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Affiliation(s)
- Joshua C Black
- Rocky Mountain Poison & Drug Center, Denver Health and Hospital Authority, Denver, Colorado
| | - Gabrielle E Bau
- Rocky Mountain Poison & Drug Center, Denver Health and Hospital Authority, Denver, Colorado
| | - Travis Rosen
- Rocky Mountain Poison & Drug Center, Denver Health and Hospital Authority, Denver, Colorado
| | - M Soledad Cepeda
- Janssen Pharmaceutical Research & Development LLC, Titusville, New Jersey
| | | | - Jody L Green
- Rocky Mountain Poison & Drug Center, Denver Health and Hospital Authority, Denver, Colorado.,Inflexxion, Inc., Waltham, Massachusetts, USA
| | - Richard C Dart
- Rocky Mountain Poison & Drug Center, Denver Health and Hospital Authority, Denver, Colorado
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19
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Williams L, Iteld L. Moving Toward Opioid-Free Breast Surgery: Regional Blocks and a Novel Technique. Clin Plast Surg 2020; 48:123-130. [PMID: 33220899 DOI: 10.1016/j.cps.2020.09.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Perioperative pain control is of increasing importance as awareness regarding the risks of under-controlled pain and opioid abuse rise. Enhanced recovery protocols and multimodal analgesia, including regional blocks, are useful tools for the plastic surgeon. The thoracic paravertebral block, pectoralis nerve I and pectoralis nerve II blocks, and proximal intercostal blocks are 3 described methods that provide regional anesthesia for breast surgery. The widespread use of these methods may be limited by the requirements for ultrasound equipment and anesthesiologists skilled in regional blocks. This article describes a novel technique of the intercostal field block under direct visualization that is safe and efficient.
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Affiliation(s)
- Lydia Williams
- Plastic & Reconstructive Surgery, University of Chicago Medicine, Chicago, IL, USA
| | - Lawrence Iteld
- Plastic & Reconstructive Surgery, University of Chicago Medicine, Chicago, IL, USA; Iteld Plastic Surgery, 939 West North Avenue, Suite 600, Chicago, IL 606042, USA.
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20
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Roehler DR, Guy GP, Jones CM. Buprenorphine prescription dispensing rates and characteristics following federal changes in prescribing policy, 2017-2018: A cross-sectional study. Drug Alcohol Depend 2020; 213:108083. [PMID: 32505044 PMCID: PMC9590643 DOI: 10.1016/j.drugalcdep.2020.108083] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 05/05/2020] [Accepted: 05/09/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Expansion of buprenorphine for opioid use disorder treatment is a core component of the opioid overdose epidemic response. The Comprehensive Addiction and Recovery Act (CARA) of 2016 authorized nurse practitioners (NPs) and physician assistants (PAs) to obtain a DATA-waiver to prescribe buprenorphine. The objectives of this study are to examine national- and county-level buprenorphine prescription dispensing, patterns by patient demographics and clinician specialty, and county-level characteristics associated with buprenorphine dispensing. METHODS Retrospective analysis of buprenorphine prescriptions dispensed from approximately 92% of all retail prescriptions in the US (2017-2018). Analyses include rates of buprenorphine prescriptions dispensed, by patient demographics and prescriber specialty, changes in buprenorphine prescriptions dispensed at the national- and county-level, and county-level characteristics associated with buprenorphine dispensing. RESULTS Buprenorphine prescriptions dispensed increased by 9.1% nationally, from 40.7-44.4 per 1000 residents. From 2017 to 2018, NPs (351.9%) and PAs (257.3%) had the largest percent increases in dispensed buprenorphine prescriptions, accounting for 79.6% of the total increase. In 2018, county-level characteristics associated with high buprenorphine dispensing included. among others: greater potential buprenorphine treatment capacity, higher drug overdose death rates, and higher rates of Medicaid enrollment. Rural counties were associated with low buprenorphine dispensing. CONCLUSION Buprenorphine dispensing rates increased in the US from 2017 to 2018, suggesting the addition of NPs and PAs by CARA has contributed to an increase in dispensed buprenorphine prescriptions.
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Affiliation(s)
- Douglas R Roehler
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta 30341, GA, United States.
| | - Gery P Guy
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta 30341, GA, United States
| | - Christopher M Jones
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta 30341, GA, United States
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21
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Hayes CJ, Krebs EE, Hudson T, Brown J, Li C, Martin BC. Impact of opioid dose escalation on the development of substance use disorders, accidents, self-inflicted injuries, opioid overdoses and alcohol and non-opioid drug-related overdoses: a retrospective cohort study. Addiction 2020; 115:1098-1112. [PMID: 31944486 PMCID: PMC7263736 DOI: 10.1111/add.14940] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 09/10/2019] [Accepted: 12/06/2019] [Indexed: 12/11/2022]
Abstract
AIM To understand the potential harmful effects of dose escalation among patients with chronic, non-cancer pain (CNCP) on chronic opioid therapy. DESIGN Retrospective cohort study. SETTING United States Veterans Healthcare Administration. PARTICIPANTS Veterans with CNCP and on chronic opioid therapy were identified using data from fiscal years 2008-15. The Veteran sample was approximately 90% male and 70% white. MEASUREMENTS Dose escalators [increase of > 20% average morphine milligram equivalent (MME) daily dose] were compared with dose maintainers (change of ±20% average MME daily dose). A composite measure of subsequent substance use disorders (SUDs: opioid, non-opioid and alcohol use disorders) and opioid-related adverse outcomes (AOs: accidents resulting in wounds/injuries, opioid-related and alcohol and non-opioid medication-related accidents and overdoses, self-inflicted injuries) as well as the individual SUDs and AOs was examined. The primary analyses were conducted among a 1 : 1 matched sample of escalators and maintainers matched on propensity score and index date. Propensity scores were generated using demographic characteristics, medical comorbidities, medication and health-care utilization characteristics. Subgroup analyses were conducted by quartile of the propensity score. Sensitivity analyses were conducted using adjusted logistic regression, logistic regression using stabilized inverse probability of treatment weighting (SIPTW) and instrumental variable (IV) models using geographic variation in opioid dose escalation as the IV. FINDINGS There were 32 420 maintainers and 20 767 escalators resulting in 19 358 (93.2%) matched pairs. Composite AOs [odds ratio (OR) = 1.31, 95% confidence interval (CI) = 1.23, 1.40], composite SUDs (OR = 1.31, 95% CI = 1.22, 1.41) and individual SUD and AO subtypes were higher among dose escalators, except for opioid-related accidents and overdoses and violence-related injuries. Subgroup analyses within the propensity score quartiles found similar results. Sensitivity analyses with the adjusted and SIPTW logistic regressions found similar results to the primary analyses for all outcomes except for opioid-related accidents and overdoses, which were found to be significantly higher among escalators. Sensitivity analyses with IV models provided mixed results with SUDs and the individual types of AOs. CONCLUSION Escalating the opioid dose for those with chronic, non-cancer pain is associated with increased risks of substance use disorder and opioid-related adverse outcomes.
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Affiliation(s)
- Corey J. Hayes
- Division of Health Services Research, College of Medicine,
University of Arkansas for Medical Sciences, 4301 West Markham, Slot 755 Little
Rock, AR 72205
- Center for Mental Healthcare and Outcomes Research, Central
Arkansas Veterans Healthcare System, 4301 West Markham, Slot 755 Little Rock, AR
72205
| | - Erin E. Krebs
- Center for Care Delivery and Outcomes Research, Minneapolis
VA Healthcare System, 1 Veterans Dr, Minneapolis, MN 55417
- Department of Medicine, University of Minnesota Medical
School, 1 Veterans Dr, Minneapolis, MN 55417
| | - Teresa Hudson
- Division of Health Services Research, College of Medicine,
University of Arkansas for Medical Sciences, 4301 West Markham, Slot 755 Little
Rock, AR 72205
- Center for Mental Healthcare and Outcomes Research, Central
Arkansas Veterans Healthcare System, 4301 West Markham, Slot 755 Little Rock, AR
72205
| | - Joshua Brown
- Center for Drug Evaluation and Safety, Department of
Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, 1225
Center Drive HPNP #3334 Gainesville, FL 32610
| | - Chenghui Li
- Division of Pharmaceutical Evaluation and Policy, College
of Pharmacy, University of Arkansas for Medical Sciences, 4301 West Markham, Slot
522 Little Rock, AR 72205
| | - Bradley C. Martin
- Division of Pharmaceutical Evaluation and Policy, College
of Pharmacy, University of Arkansas for Medical Sciences, 4301 West Markham, Slot
522 Little Rock, AR 72205
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22
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Pro G, Utter J, Haberstroh S, Baldwin JA. Dual mental health diagnoses predict the receipt of medication-assisted opioid treatment: Associations moderated by state Medicaid expansion status, race/ethnicity and gender, and year. Drug Alcohol Depend 2020; 209:107952. [PMID: 32172130 PMCID: PMC7537819 DOI: 10.1016/j.drugalcdep.2020.107952] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 02/26/2020] [Accepted: 02/28/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Mental health diagnoses (MHD) are common among those with opioid use disorders (OUD). Methadone/buprenorphine are effective medication-assisted treatment (MAT) strategies; however, treatment receipt is low among those with dual MHDs. Medicaid expansions have broadly increased access to OUD and mental health services over time, but MAT uptake may vary depending on multiple factors, including MHD status, state Medicaid expansion decisions, and race/ethnicity and gender. Examining clinical and policy approaches to promoting MAT uptake may improve services among marginalized groups. METHODS MAT treatment discharges were identified using the Treatment Episodes Dataset-Discharges (TEDS-D; 2014-2017) (n = 1,400,808). We used multivariate logistic regression to model MAT receipt using interactions and adjusted for several potential confounders. RESULTS Nearly one-third of OUD treatment discharges received MAT. Dual MHDs in both expansion and non-expansion states were positively associated with MAT uptake over time. Dual MHDs were negatively associated with MAT receipt only among American Indian/Alaska Native women residing in Medicaid expansion states (aOR = 0.58, 95 % CI = 0.52-0.66, p < 0.0001). CONCLUSION Disparities in MAT utilization are nuanced and vary widely depending on dual MHD status, Medicaid expansion, and race/ethnicity/gender. Medicaid is beneficial but not a universal treatment panacea. Clinical decisions to initiate MAT are dependent on multiple factors and should be tailored to meet the needs of high-risk, historically disadvantaged clients.
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Affiliation(s)
- George Pro
- Northern Arizona University, Center for Health Equity Research, 1395 South Knoles Drive, Flagstaff, AZ, 86011, USA.
| | - Jeff Utter
- University of Colorado, Department of Family Medicine, Colorado University Anschutz, 12631 East 17th Avenue, Aurora, CO, 80045, USA.
| | - Shane Haberstroh
- Northern Arizona University, Department of Educational Psychology, 801 South Knoles Drive, Flagstaff, AZ, 86011, USA.
| | - Julie A Baldwin
- Northern Arizona University, Center for Health Equity Research, 1395 South Knoles Drive, Flagstaff, AZ, 86011, USA.
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23
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Martin CJ, Jin C, Bertke SJ, Yiin JH, Pinkerton LE. Increased overall and cause-specific mortality associated with disability among workers' compensation claimants with low back injuries. Am J Ind Med 2020; 63:209-217. [PMID: 31833089 PMCID: PMC9969356 DOI: 10.1002/ajim.23083] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 11/27/2019] [Accepted: 12/02/2019] [Indexed: 01/27/2023]
Abstract
BACKGROUND Mortality tends to be higher among people who do not work than among workers, but the impact of work-related disability on mortality has not been well studied. METHODS The vital status through 2015 was ascertained for 14 219 workers with an accepted workers' compensation claim in West Virginia for a low back injury in 1998 or 1999. Mortality among the cohort compared with the West Virginia general population was assessed using standard life table techniques. Associations of mortality and disability-related factors within the cohort were evaluated using Cox proportional hazards regression. RESULTS Compared to the general population, mortality from accidental poisoning was significantly elevated among the overall cohort and lost-time claimants. Most deaths from accidental poisoning in the cohort were due to drug overdoses involving opioids. Mortality from intentional self-harm was also significantly elevated among lost-time claimants. In internal analyses, overall mortality and mortality from cancer, heart disease, intentional self-harm, and drug overdoses involving opioids was significantly associated with lost time. Overall mortality and mortality from drug overdoses involving opioids were also significantly associated with amount of lost time, permanent partial disability, and percent permanent disability. Heart disease mortality was also significantly associated with the amount of lost time. CONCLUSIONS The results suggest that disability itself may impact mortality risks. If confirmed, these results reinforce the importance of return to work and other efforts to reduce disability.
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Affiliation(s)
- Christopher J. Martin
- Department of Occupational and Environmental Health Sciences, School of Public Health, West Virginia University, Morgantown, West Virginia
| | - ChuanFang Jin
- Department of Occupational and Environmental Health Sciences, School of Public Health, West Virginia University, Morgantown, West Virginia
| | - Stephen J. Bertke
- Field Research Branch, Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, Ohio
| | - James H. Yiin
- Field Research Branch, Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, Ohio
| | - Lynne E. Pinkerton
- Field Research Branch, Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, Ohio,Attain, LLC, McLean, Virginia
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Mackowiak J, Jones JT, Dasa V. A comparison of 4-year total medical care costs, adverse outcomes, and opioid/prescription analgesic use for 3 knee osteoarthritis pain treatments: Intra-articular hyaluronic acid, intra-articular corticosteroids, and knee arthroplasty. Semin Arthritis Rheum 2020; 50:1525-1534. [PMID: 32088013 DOI: 10.1016/j.semarthrit.2020.01.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 01/03/2020] [Accepted: 01/13/2020] [Indexed: 01/01/2023]
Abstract
OBJECTIVES To compare the medical costs associated with treatments for knee osteoarthritis (OA): intra-articular corticosteroids (ICS) and intra-articular hyaluronic acid (IHA) primarily, and ICS/IHA vs knee arthroplasty (TKA) secondarily. METHODS This was a retrospective analysis of an insurance claims database. Eligible members had diagnosed OA and no claims for ICS, IHA, or TKA during the 6-18-month look-back period. Cohorts of interest over the 4-year observation period were: patients who received ICS only, those who received IHA only, and those who received TKA only. Outcomes assessed included: (1) total allowed medical costs, (2) claims for pre-specified, treatment-related adverse outcomes and costs, and (3) opioid and/or prescription analgesic use and costs. Data extraction began on the date of the first ICS, IHA, or TKA in 2013 until December 31, 2017. RESULTS Of the 260,828 patients who qualified, 126,831 were taking monotherapy (IHA=3703, ICS=117,588, TKA = 5540). Adjusted 4-year per patient per month (PPPM) costs were lowest in the IHA cohort ($733); PPPM costs were $1230 in the ICS cohort and $1548 in the TKA cohort. A smaller percentage of patients in the IHA (7.1%) vs ICS (8.4%) or TKA cohort (11.8%) experienced any of the pre-specified adverse outcomes. Adverse outcome-related costs in the IHA cohort were lower ($19.91) than costs in the ICS ($32.18) and TKA cohorts ($31.12). Per-patient opioid and analgesic prescriptions were consistently and significantly lower in the IHA (range, 0.70-0.96) vs ICS cohort (range, 2.0-2.26) for Years 1 through 4. Usage rates were significantly lower in the IHA cohort vs TKA cohort in Year 1 (0.96 vs 4.77) and not different in Years 2 through 4 (TKA range, 0.76-1.08). In Year 1, opioid and prescription analgesic costs were significantly lower in the IHA vs ICS and TKA cohorts ($3.45 vs $11.14 and $12.82). After Year 1, opioid and prescription analgesic costs were significantly higher in the ICS (range, $13.83-15.96) vs IHA (range, $3.02-3.87) and TKA cohorts (range, $3.43-4.97). CONCLUSIONS Patients in the IHA cohort had lower total medical care costs, fewer adverse outcomes, and lower use/costs of opioids and prescription analgesics vs patients in the ICS and TKA cohorts. Reducing total medical care costs and minimizing opioid/analgesic use should be a treatment goal when selecting therapies for patients with knee OA.
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Affiliation(s)
- John Mackowiak
- Center for Outcomes Research, 186 Bluff Road, Cedar Point, NC 28584, United States.
| | - John T Jones
- Bioventus LLC, 4721 Emperor Blvd, #100, Durham, NC 27703, United States.
| | - Vinod Dasa
- Department of Orthopaedics, Louisiana State University School of Medicine, 1542 Tulane Ave, Box T6-7, New Orleans, LA 70112, United States
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25
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Altekruse SF, Cosgrove CM, Altekruse WC, Jenkins RA, Blanco C. Socioeconomic risk factors for fatal opioid overdoses in the United States: Findings from the Mortality Disparities in American Communities Study (MDAC). PLoS One 2020; 15:e0227966. [PMID: 31951640 PMCID: PMC6968850 DOI: 10.1371/journal.pone.0227966] [Citation(s) in RCA: 150] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 01/03/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Understanding relationships between individual-level demographic, socioeconomic status (SES) and U.S. opioid fatalities can inform interventions in response to this crisis. METHODS The Mortality Disparities in American Community Study (MDAC) links nearly 4 million 2008 American Community Survey responses to the 2008-2015 National Death Index. Univariate and multivariable models were used to estimate opioid overdose fatality hazard ratios (HR) and 95% confidence intervals (CI). RESULTS Opioid overdose was an overrepresented cause of death among people 10 to 59 years of age. In multivariable analysis, compared to Hispanics, Whites and American Indians/Alaska Natives had elevated risk (HR = 2.52, CI:2.21-2.88) and (HR = 1.88, CI:1.35-2.62), respectively. Compared to women, men were at-risk (HR = 1.61, CI:1.50-1.72). People who were disabled were at higher risk than those who were not (HR = 2.80, CI:2.59-3.03). Risk was higher among widowed than married (HR = 2.44, CI:2.03-2.95) and unemployed than employed individuals (HR = 2.46, CI:2.17-2.79). Compared to adults with graduate degrees, those with high school only were at-risk (HR = 2.48, CI:2.00-3.06). Citizens were more likely than noncitizens to die from this cause (HR = 4.62, CI:3.48-6.14). Compared to people who owned homes with mortgages, those who rented had higher HRs (HR = 1.36, CI:1.25-1.48). Non-rural residents had higher risk than rural residents (HR = 1.46, CI:1.34, 1.59). Compared to respective referent groups, people without health insurance (HR = 1.30, CI:1.20-1.41) and people who were incarcerated were more likely to die from opioid overdoses (HR = 2.70, CI:1.91-3.81). Compared to people living in households at least five-times above the poverty line, people who lived in poverty were more likely to die from this cause (HR = 1.36, CI:1.20-1.54). Compared to people living in West North Central states, HRs were highest among those in South Atlantic (HR = 1.29, CI:1.11, 1.50) and Mountain states (HR = 1.58, CI:1.33, 1.88). DISCUSSION Opioid fatality was associated with indicators of low SES. The findings may help to target prevention, treatment and rehabilitation efforts to vulnerable groups.
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Affiliation(s)
- Sean F. Altekruse
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, United States of America
- * E-mail:
| | - Candace M. Cosgrove
- Center for Administrative Records Research and Applications, U.S. Bureau of the Census, Suitland, Maryland, United States of America
| | - William C. Altekruse
- Division of Translational Research, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Richard A. Jenkins
- Division of Epidemiology, Services, and Prevention Research, National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Carlos Blanco
- Division of Epidemiology, Services, and Prevention Research, National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland, United States of America
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Brown TR. The Role of Dehumanization in Our Response to People With Substance Use Disorders. Front Psychiatry 2020; 11:372. [PMID: 32499724 PMCID: PMC7242743 DOI: 10.3389/fpsyt.2020.00372] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 04/15/2020] [Indexed: 11/25/2022] Open
Affiliation(s)
- Teneille R Brown
- Center for Law and the Biomedical Sciences, University of Utah, Salt Lake City, UT, United States.,S.J. Quinney College of Law, Center for Law and the Biosciences, Program in Medical Ethics and Humanities, The University of Utah, Salt Lake City, UT, United States
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27
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Carpenter RW, Lane SP, Bruehl S, Trull TJ. Concurrent and lagged associations of prescription opioid use with pain and negative affect in the daily lives of chronic pain patients. J Consult Clin Psychol 2019; 87:872-886. [PMID: 31556664 DOI: 10.1037/ccp0000402] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
OBJECTIVE Prescribed opioids for chronic pain management contribute significantly to the opioid crisis. There is a need to understand the real-world benefits that, despite risks, lead chronic pain patients to persist in opioid use. Negative reinforcement models of addiction posit that individuals use substances to reduce aversive states but have seldom been applied to prescribed opioids. Using ecological momentary assessment, we examined reciprocal associations between opioid use and physical pain, for which opioids are prescribed, and negative affect (NA), for which they are not. METHOD Chronic low back pain patients on long-term opioid therapy (n = 34) without significant past-year opioid misuse reported multiple times daily via smartphone over 2 weeks (nobservations = 2,285). We hypothesized that pain and NA would be positively associated with subsequent opioid use, and that use would be negatively associated with subsequent pain and NA. RESULTS Time-lagged multilevel models indicated that participants were more likely to use opioids and in larger doses following elevated pain and NA. There was also an interaction of concurrent pain and NA on opioid dose. In turn, participants reported reduced pain and NA following larger doses. Additionally, individuals at high risk for opioid misuse, compared with low risk, took larger doses following pain, but also experienced smaller subsequent pain and NA reductions. CONCLUSIONS Opioid use was bidirectionally associated with pain and NA. Findings fit negative reinforcement models associated with risk of developing opioid use disorder. Educating patients and providers about negative reinforcement may help reduce opioid use and opioid-associated risks. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
| | - Sean P Lane
- Department of Psychological Sciences, Purdue University
| | - Stephen Bruehl
- Department of Anesthesiology, Vanderbilt University Medical Center
| | - Timothy J Trull
- Department of Psychological Sciences, University of Missouri
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28
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Kerry R, Yoo E, Ingram B. Spatial analysis of drug poisoning deaths in the American west: A comparison study using profile regression to adjust for collinearity and spatial correlation. Drug Alcohol Depend 2019; 204:107598. [PMID: 31606724 DOI: 10.1016/j.drugalcdep.2019.107598] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 07/18/2019] [Accepted: 07/19/2019] [Indexed: 01/09/2023]
Abstract
BACKGROUND The USA has seen dramatic increases in drug poisoning deaths (DPD) recently. State-level rates have responded to federal and state initiatives, yet the counties with the highest rates are stable. Spatial analysis enables investigators to identify the highest risk counties and most important risk factors, although results are often confounded by spatial autocorrelation and multicollinearity. METHODS Profile regression (PR) is an integrated method for cluster and regression analysis, which adjusts for spatial-autocorrelation and multi-collinearity. RESULTS With PR, three clusters were identified in the Western USA with most of NM, NV and UT and several counties in AZ, CO, ID and WY being high-risk. Cluster analysis in a previous study only identified high-risk counties in northern CA, NM and NV. Elevation, suicide and LDS population were positively, and population density was negatively linked with DPD for PR and standard regression (SR) showing differences between the mountain west and coastal areas. Complex relationships between DPD and several variables were identified by PR which was not possible with SR. CONCLUSIONS Statistically principled methods like PR are needed for appropriate identification of the highest risk counties and important risk factors given the complex relationships with DPD. Funding for prevention, education and medical services should be targeted at rural, mountain communities in the west which have high %LDS and suicide rates. Counties with high %poverty and %Hispanic were also at high-risk. Individual-level studies are needed to confirm important risk factors in high-risk counties.
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Affiliation(s)
- Ruth Kerry
- Department of Geography, Brigham Young University, UT, USA.
| | - Eunhye Yoo
- Department of Geography, University at Buffalo, SUNY, USA
| | - Ben Ingram
- Facultad de Ingeniería, Universidad de Talca, Chile
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29
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Bolshakova M, Bluthenthal R, Sussman S. Opioid use and misuse: health impact, prevalence, correlates and interventions. Psychol Health 2019; 34:1105-1139. [PMID: 31177850 PMCID: PMC7456364 DOI: 10.1080/08870446.2019.1622013] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 05/09/2019] [Accepted: 05/16/2019] [Indexed: 12/30/2022]
Abstract
Objective: To provide a broad overview of the state of drug misuse research, particularly focusing on opioid drug use in the U.S.A. Design: An overview of published reviews of the literature. Results: Prescription opioid use has increased globally from 2008 to 2013, while use of opiates such as heroin and opium have remained stable in many countries, although, decreases have been observed in parts of Europe. Opioid misuse is highest in the United States; approximately 11.8 million Americans misused opioids in 2016. Demographic, genetic, psychosocial and structural/environmental factors all play a role in determining who will become an opioid misuser. Strategies such as increased prescribing of non-opioid derived pain relievers, expansion of medication treatment, distribution of naloxone for overdose reversal and supervised consumption sites are some of the solutions posed to reduce the spread and consequences of opioid misuse. Conclusion: Research focused on understanding of opioid neurobiology, as well as empirically based, effective alternatives to pain management and implementation studies on combined prevention and treatment approaches are needed. It will take the combined effort of community members, healthcare professionals, policymakers and researchers in order to prevent and treat opioid misuse.
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Affiliation(s)
- Maria Bolshakova
- Department of Preventive Medicine, University of Southern California , Los Angeles , CA , USA
| | - Ricky Bluthenthal
- Department of Preventive Medicine, University of Southern California , Los Angeles , CA , USA
| | - Steve Sussman
- Department of Preventive Medicine, University of Southern California , Los Angeles , CA , USA
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30
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Fendrich M, Becker J, Hernandez-Meier J. Psychiatric symptoms and recent overdose among people who use heroin or other opioids: Results from a secondary analysis of an intervention study. Addict Behav Rep 2019; 10:100212. [PMID: 31692644 PMCID: PMC6806381 DOI: 10.1016/j.abrep.2019.100212] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Revised: 08/05/2019] [Accepted: 08/06/2019] [Indexed: 11/30/2022] Open
Abstract
Background Drug overdose (OD) is the leading cause of accidental death in the United States and most of these deaths involve opioids. Despite research linking opioid abuse to mental illness, and evidence suggesting a large portion of opioid OD deaths are suicides, OD prevention strategies scarcely take into account mental health risk factors. Methods We examined a sample of heroin or other opioid users enrolled in an intervention study to determine the prevalence of overdose, the prevalence of suicide attempts in overdose, and whether those with higher levels of psychiatric symptomatology would be more likely to experience a recent OD compared to other opioid users. By performing bivariate analyses and multivariate logistic regression models that controlled for poly drug use, criminal justice status, age, race, gender, and education, we evaluated the association of severe depression, severe anxiety, posttraumatic stress disorder (PTSD) and, psychosis and past three-month OD. Results Just over 12% (45/368) of recent opioid users reported a recent overdose. Four of these recent overdose victims reported that the overdose was a suicide attempt. Multiple logistic regression analysis revealed that severe depression (odds ratio 2.46; 95% CI: 1.24, 4.89), PTSD (odds ratio: 2.77; 95% CI: 1.37–5.60) and psychosis (odds ratio 2.39; 95% CI: 1.10–5.15) were significantly associated with elevated odds for OD. Conclusions Findings suggest systematic mental health symptom screening and connection to mental health treatment for opioid users—especially those identified with OD—may be critical for OD prevention.
A sample of recent opioid users in an intervention study was examined Over 10% of the study sample of recent opioid users reported a recent overdose Almost 9% of recent overdose victims reported that the overdose was a suicide attempt Depressive symptoms, PTSD, and psychosis were associated with recent overdose OD risk assessment tools should include validated mental health screening
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Affiliation(s)
- Michael Fendrich
- School of Social Work, University of Connecticut, 38 Prospect St., Hartford, CT 06103, United States of America
| | - Jessica Becker
- School of Social Work, University of Connecticut, 38 Prospect St., Hartford, CT 06103, United States of America
| | - Jennifer Hernandez-Meier
- Department of Emergency Medicine, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI 53226, United States of America
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Abstract
Suicide is a major medical and social problem. Decades of suicide research have mostly focused on risk factors for suicidal behaviour while overlooking protective factors such as resilience that may help to address this important public health issue. Resilience is the capacity and dynamic process of adaptively overcoming stress and adversity while maintaining normal psychological and physical functioning. Studies conducted over the past 10-15 years suggest that resilience is a protective factor against suicide risk. Resilience is becoming a focus of suicide research and prevention. Building resilience should be a part of universal, selective, and indicated suicide prevention interventions. Promoting resilience may reduce suicide risk in the general population, in groups at elevated suicide risk, and among high-risk individuals. Building resilience in the general population may reduce the incidence of stress-related disorders and, consequently, suicidal behaviour. Improving resilience should be a part of a treatment plan of every psychiatric patient. Mental health professionals will probably have the best success in reducing suicide risk in psychiatric patients if they actively concentrate on increasing stress resilience using both psychosocial and pharmacological interventions. It is critically important to move forward the development of pharmacological and psychological interventions for enhancing resilience.
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Affiliation(s)
- L Sher
- James J. Peters VA Medical Center, Bronx, NY, USA.,Icahn School of Medicine at Mount Sinai, New York, NY, USA
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32
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Griesler PC, Hu MC, Wall MM, Kandel DB. Medical Use and Misuse of Prescription Opioids in the US Adult Population: 2016-2017. Am J Public Health 2019; 109:1258-1265. [PMID: 31318593 DOI: 10.2105/ajph.2019.305162] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Objectives. To characterize prescription opioid medical users and misusers among US adults.Methods. We used the 2016-2017 National Surveys on Drug Use and Health to compare medical prescription opioid users with misusers without prescriptions, misusers of own prescriptions, and misusers with both types of misuse. Multinomial logistic regressions identified substance use characteristics and mental and physical health characteristics that distinguished the groups.Results. Among prescription opioid users, 12% were misusers; 58% of misusers misused their own prescriptions. Misusers had higher rates of substance use than did medical users. Compared with with-prescription-only misusers, without-and-with-prescription misusers and without-prescription-only misusers had higher rates of marijuana use and benzodiazepine misuse; without-and-with-prescription misusers had higher rates of heroin use. Compared with without-prescription-only misusers, without-and-with-prescription and with-prescription-only misusers had higher rates of prescription opioid use disorder. Most misusers, especially with-prescription-only misusers, used prescription opioids to relieve pain. Misusers were more likely to be depressed than medical users.Conclusions. Prescription opioid misusers who misused both their own prescriptions and prescription opioid drugs not prescribed to them may be most at risk for overdose. Prescription opioid misuse is a polysubstance use problem.
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Affiliation(s)
- Pamela C Griesler
- Pamela C. Griesler, Mei-Chen Hu, Melanie M. Wall, and Denise B. Kandel are with the Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, NY. Pamela C. Griesler, Melanie M. Wall, and Denise B. Kandel are also with the New York State Psychiatric Institute, New York
| | - Mei-Chen Hu
- Pamela C. Griesler, Mei-Chen Hu, Melanie M. Wall, and Denise B. Kandel are with the Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, NY. Pamela C. Griesler, Melanie M. Wall, and Denise B. Kandel are also with the New York State Psychiatric Institute, New York
| | - Melanie M Wall
- Pamela C. Griesler, Mei-Chen Hu, Melanie M. Wall, and Denise B. Kandel are with the Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, NY. Pamela C. Griesler, Melanie M. Wall, and Denise B. Kandel are also with the New York State Psychiatric Institute, New York
| | - Denise B Kandel
- Pamela C. Griesler, Mei-Chen Hu, Melanie M. Wall, and Denise B. Kandel are with the Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, NY. Pamela C. Griesler, Melanie M. Wall, and Denise B. Kandel are also with the New York State Psychiatric Institute, New York
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Hazlehurst B, Green CA, Perrin NA, Brandes J, Carrell DS, Baer A, DeVeaugh-Geiss A, Coplan PM. Using natural language processing of clinical text to enhance identification of opioid-related overdoses in electronic health records data. Pharmacoepidemiol Drug Saf 2019; 28:1143-1151. [PMID: 31218780 PMCID: PMC6772185 DOI: 10.1002/pds.4810] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 04/24/2019] [Accepted: 05/08/2019] [Indexed: 01/04/2023]
Abstract
Purpose To enhance automated methods for accurately identifying opioid‐related overdoses and classifying types of overdose using electronic health record (EHR) databases. Methods We developed a natural language processing (NLP) software application to code clinical text documentation of overdose, including identification of intention for self‐harm, substances involved, substance abuse, and error in medication usage. Using datasets balanced with cases of suspected overdose and records of individuals at elevated risk for overdose, we developed and validated the application using Kaiser Permanente Northwest data, then tested portability of the application using Kaiser Permanente Washington data. Datasets were chart‐reviewed to provide a gold standard for comparison and evaluation of the automated method. Results The method performed well in identifying overdose (sensitivity = 0.80, specificity = 0.93), intentional overdose (sensitivity = 0.81, specificity = 0.98), and involvement of opioids (excluding heroin, sensitivity = 0.72, specificity = 0.96) and heroin (sensitivity = 0.84, specificity = 1.0). The method performed poorly at identifying adverse drug reactions and overdose due to patient error and fairly at identifying substance abuse in opioid‐related unintentional overdose (sensitivity = 0.67, specificity = 0.96). Evaluation using validation datasets yielded significant reductions, in specificity and negative predictive values only, for many classifications mentioned above. However, these measures remained above 0.80, thus, performance observed during development was largely maintained during validation. Similar results were obtained when evaluating portability, although there was a significant reduction in sensitivity for unintentional overdose that was attributed to missing text clinical notes in the database. Conclusions Methods that process text clinical notes show promise for improving accuracy and fidelity at identifying and classifying overdoses according to type using EHR data.
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Affiliation(s)
- Brian Hazlehurst
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR
| | - Carla A Green
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR
| | - Nancy A Perrin
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR
| | - John Brandes
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR
| | - David S Carrell
- Health Research Institute, Kaiser Permanente Washington, Seattle, WA
| | - Andrew Baer
- Group Health Research Institute, Group Health Cooperative, Seattle, WA
| | | | - Paul M Coplan
- Epidemiology, Medical Affairs, Purdue Pharma, LP, Stamford, CT.,Adjunct, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Ghodsi Z, Moghaddam SS, Saadat S, Yoosefi M, Rezaei N, Ostadrahimi H, Mehdipour P, Khalafi B, Sobhani S, Haghshenas R, Alaedini M, Jazayeri SB, Sadeghian F, Sharif-Alhoseini M, Bazireh H, Naghdi K, Derakhshan P, Salamati P, Moradi-Lakeh M, Mokdad AH, O'Reilly G, Rahimi-Movaghar V. Trend of fatal poisoning at national and provincial levels in Iran from 1990 to 2015. Public Health 2019; 170:78-88. [PMID: 30978579 DOI: 10.1016/j.puhe.2019.02.025] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 02/15/2019] [Accepted: 02/26/2019] [Indexed: 12/17/2022]
Abstract
OBJECTIVES Comprehensive and up-to-date data on fatal injury trends are critical to identify challenges and plan priority setting. This study provides a comprehensive assessment of poisoning mortality trends across Iran. STUDY DESIGN The data were gathered from various resources, including death registration systems, cemetery databases of Tehran and Esfahan, the Demographic and Health Survey of 2000, and three rounds of national population and housing censuses. METHODS After addressing incompleteness for child and adult death data separately and using a spatio-temporal model and Gaussian process regression, the level and trend of child and adult mortality were estimated. For estimating cause-specific mortality, the cause fraction was calculated and applied to the level and trend of death. RESULTS From 1990 to 2015, 40,586 deaths due to poisoning were estimated across the country. The poisoning-related age-standardized death rate per 100,000 was estimated to have changed from 3.08 (95% uncertainty interval [UI]: 2.32-4.11) in 1990 to 0.96 (95% UI: 0.73-1.25) in 2015, and the male/female ratio was 1.35 during 25 years of study with an annual percentage change of -5.4% and -4.0% for women and men, respectively. The annual mortality rate was higher among children younger than 5 years and the elderly population (≥70 years) in the study period. CONCLUSIONS This study showed that mortality from poisoning declined in Iran over the period from 1990 to 2015 and varied by province. Understanding the reasons for the differences of poisoning mortality by province will help in developing and implementing measures to reduce this burden in Iran.
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Affiliation(s)
- Z Ghodsi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - S S Moghaddam
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - S Saadat
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - M Yoosefi
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - N Rezaei
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - H Ostadrahimi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran; Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - P Mehdipour
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - B Khalafi
- Lung Diseases and Allergy Research Center, Kurdistan University of Medical Science, Sanandaj, Iran
| | - S Sobhani
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - R Haghshenas
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - M Alaedini
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - S B Jazayeri
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - F Sadeghian
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran; Center for Health Related Social and Behavioral Sciences Research, Shahroud University of Medical Sciences, Shahroud, Iran
| | - M Sharif-Alhoseini
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - H Bazireh
- Department of Industrial and Environmental Biotechnology, National Institute of Genetic Engineering and Biotechnology (NIGEB), Tehran, Iran
| | - K Naghdi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - P Derakhshan
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran; Student Research Committee, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - P Salamati
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - M Moradi-Lakeh
- Preventive Medicine and Public Health Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - A H Mokdad
- Institute for Health Metrics and Evaluation, University of Washington, Washington, USA
| | - G O'Reilly
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - V Rahimi-Movaghar
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran.
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Jones CM, McCance-Katz EF. Co-occurring substance use and mental disorders among adults with opioid use disorder. Drug Alcohol Depend 2019; 197:78-82. [PMID: 30784952 DOI: 10.1016/j.drugalcdep.2018.12.030] [Citation(s) in RCA: 285] [Impact Index Per Article: 47.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 11/27/2018] [Accepted: 12/07/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND Co-occurring substance use and mental disorders among people with opioid use disorder (OUD) increase risk for morbidity and mortality. Addressing these co-occurring conditions is critical for improving treatment and health outcomes. There is limited recent research on the prevalence of co-occurring disorders, demographic characteristics associated with co-occurring disorders, and receipt of mental health and substance use treatment services among those with OUD. This limits the development of targeted and resourced policies and clinical interventions. METHODS Using 2015-2017 National Survey on Drug Use and Health data, prevalence of co-occurring substance use and mental disorders and receipt of mental health and substance use treatment services was estimated for adults aged 18-64 with OUD. Multivariable logistic regression assessed demographic and substance use characteristics associated with past-year mental illness (AMI) and serious mental illness (SMI) among adults with OUD as well as treatment receipt. RESULTS Among adults with OUD, prevalence of specific co-occurring substance use disorders ranged from 26.4% (95% CI:23.6%-29.4%) for alcohol to 10.6% (95% CI:8.6%-13.0%) for methamphetamine. Prevalence of AMI was 64.3% (95% CI:60.4%-67.9%) and SMI was 26.9% (95% CI:24.2%-29.8%). Receiving both mental health and substance use treatment services in the past year was reported by 24.5% (95% CI:21.5%-29.9%) of adults with OUD and AMI and 29.6% (95% CI:23.3%-36.7%) of adults with OUD and SMI. CONCLUSIONS Co-occurring substance use and mental disorders are common among adults with OUD. Expanding access to comprehensive service delivery models that address the substance use and mental health co-morbidities of this population is urgently needed.
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Affiliation(s)
- Christopher M Jones
- Centers for Disease Control and Prevention, 4770 Buford Highway, Atlanta, GA 30341, USA.
| | - Elinore F McCance-Katz
- Substance Abuse and Mental Health Services Administration, 5600 Fishers Lane, Rockville, MD 20857, USA
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Jones CM, McCance-Katz EF. Characteristics and prescribing practices of clinicians recently waivered to prescribe buprenorphine for the treatment of opioid use disorder. Addiction 2019; 114:471-482. [PMID: 30194876 DOI: 10.1111/add.14436] [Citation(s) in RCA: 110] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 08/02/2018] [Accepted: 08/31/2018] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND AIMS Expanding access to medication-assisted treatment with buprenorphine is a cornerstone of the opioid crisis response, yet buprenorphine remains underutilized. Research has identified multiple barriers to prescribing buprenorphine. This study aimed to examine clinician characteristics, prescribing practices and barriers and incentives to prescribing buprenorphine among clinicians with a federal Drug Addiction Treatment Act of 2000 (DATA) waiver to prescribe buprenorphine for opioid use disorder treatment. DESIGN Electronic survey of 4225 clinicians conducted between March and April 2018. SETTING United States. PARTICIPANTS Clinicians obtaining an initial federal DATA waiver or an increase in authorized patient limit to prescribe buprenorphine for opioid use disorder treatment in 2017. MEASUREMENTS Descriptive statistics and multivariable logistic regression examined clinician characteristics, prescribing practices and primary barriers and incentives to prescribing buprenorphine or prescribing at or near the authorized patient limit. FINDINGS Among respondents, 75.5% had prescribed buprenorphine since obtaining a DATA waiver; the mean (standard deviation) number of patients treated in the past month was 26.6 (40.3), and 13.1% of providers were prescribing at or near their patient limit in the past month. Lack of patient demand, cited by 19.4% of clinicians, was the most common primary barrier to prescribing buprenorphine or prescribing to the authorized patient limit, followed by time constraints in practice (14.6%) and insurance reimbursement, prior authorization or other insurance requirements (13.2%). Increased patient demand (22.2%), institutional support for buprenorphine treatment (12.5%) and increased reimbursement (12.2%) were the most endorsed primary incentives for buprenorphine prescribing. Multivariable logistic regression models identified multiple clinician characteristics associated with buprenorphine prescribing and prescribing at or near the authorized patient limit. CONCLUSIONS US clinicians recently waivered to prescribe buprenorphine for opioid use disorder treatment appear to prescribe well below their patient limit, and many do not prescribe at all.
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Affiliation(s)
- Christopher M Jones
- Substance Abuse and Mental Health Services Administration, Rockville, MD, USA
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Opioid Prescribing and Consumption Patterns following Outpatient Plastic Surgery Procedures. Plast Reconstr Surg 2019; 143:929-938. [DOI: 10.1097/prs.0000000000005351] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Smolina K, Crabtree A, Chong M, Zhao B, Park M, Mill C, Schütz CG. Patterns and history of prescription drug use among opioid-related drug overdose cases in British Columbia, Canada, 2015-2016. Drug Alcohol Depend 2019; 194:151-158. [PMID: 30439611 DOI: 10.1016/j.drugalcdep.2018.09.019] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 09/24/2018] [Accepted: 09/25/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND British Columbia is the epicenter of the current fentanyl-related overdose crisis in Canada. Our study characterizes prescribing histories of people who had an opioid-related overdose compared to matched controls. METHODS We examined linked administrative data for individuals who overdosed between January 1, 2015 and November 30, 2016. Past prescriptions over five years were assessed for opioids for pain, opioid agonist therapy, benzodiazepines/z-drugs, antidepressants, antipsychotics, gabapentinoids, mood stabilizers and anti-epileptics, muscle relaxants, and other sedating medications. Prescribing history of 9964 cases was compared with that of 49,820 matched controls. RESULTS Overdose cases were more likely to be prescribed opioids for pain and to have used prescription opioids on a long-term basis in the previous five years compared to controls. However, at the time of overdose, 92% of men and 86% of women did not have an active opioid for pain prescription, and approximately half had not filled one in the past five years. Those who overdosed tended to have more prescriptions for psychotropic substances than controls. Fewer than 10% of cases had an active prescription for opioid agonist therapy and most were not on treatment in the past. CONCLUSIONS Low prevalence of active prescriptions for opioids for pain at the time of overdose suggests that opioid prescribing plays a limited short-term impact in the current fentanyl-related crisis of overdoses. While liberal opioid prescribing practices may have contributed to the development of the current overdose crisis, regulation and enforcement of clinicians' prescribing practices will likely have limited impact in reducing overdoses.
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Affiliation(s)
- Kate Smolina
- BC Centre for Disease Control, 655 W 12thAvenue, Vancouver, BC, V5Z 4R42 Canada; School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada.
| | - Alexis Crabtree
- BC Centre for Disease Control, 655 W 12thAvenue, Vancouver, BC, V5Z 4R42 Canada; School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada
| | - Mei Chong
- BC Centre for Disease Control, 655 W 12thAvenue, Vancouver, BC, V5Z 4R42 Canada
| | - Bin Zhao
- BC Centre for Disease Control, 655 W 12thAvenue, Vancouver, BC, V5Z 4R42 Canada
| | - Mina Park
- BC Centre for Disease Control, 655 W 12thAvenue, Vancouver, BC, V5Z 4R42 Canada
| | - Christopher Mill
- Public Health Agency of Canada, Government of Canada, 130 Colonnade Road, Ottawa, ON, K1A 0K9, Canada
| | - Christian G Schütz
- Institute of Mental Health, Department of Psychiatry, University of British Columbia, 2255 Westbrook Mall, Vancouver, BC, V6T 2A1, Canada; The Burnaby Centre for Mental Health & Addiction, 3405 Willingdon Avenue, Burnaby, BC, V5G 3H4, Canada
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Foley M, Schwab-Reese LM. Associations of state-level rates of depression and fatal opioid overdose in the United States, 2011-2015. Soc Psychiatry Psychiatr Epidemiol 2019; 54:131-134. [PMID: 30173316 DOI: 10.1007/s00127-018-1594-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Accepted: 08/20/2018] [Indexed: 10/28/2022]
Abstract
PURPOSE To assess the relationship between state-level depression and opioid overdose deaths between 2011 and 2015 in the United States. METHODS We assessed the association between percent of state populations reporting depression diagnoses and number of opioid analgesic-related deaths using negative binomial generalized estimating equations. RESULTS A 1% point increase in state-level depression diagnoses was associated with a 26% (95% CI 1-58%) increase in opioid analgesic-related deaths. CONCLUSIONS Addressing depression in the provider-patient relationship may be important, as may be addressing the mental health provider shortage in the United States.
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Affiliation(s)
- Madeline Foley
- University of Colorado, CU Science Discovery, 3400 Marine St., Boulder, CO, 80301, USA
| | - Laura M Schwab-Reese
- The Kempe Center for The Prevention and Treatment of Child Abuse and Neglect, University of Colorado, Anschutz Medical Campus, 13123 E 16th Ave., Aurora, CO, 80045, USA. .,Department of Health and Kinesiology, Purdue University, 800 W Stadium Ave., Lafayette, IN, 47905, USA.
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Cummins DM, Tobian R. Motivational Enhancement Therapy for Veterans with Chronic Pain and Substance Use. HEALTH & SOCIAL WORK 2018; 43:269-273. [PMID: 30215705 DOI: 10.1093/hsw/hly026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2016] [Accepted: 08/02/2017] [Indexed: 06/08/2023]
Affiliation(s)
- Diane M Cummins
- Diane M. Cummins, LSW, is community outreach social worker and Raquel Tobian, LSW, LICDC, is recovery services social worker, Chalmers P. Wylie VA Ambulatory Care Center, Veterans Health Administration
| | - Raquel Tobian
- Diane M. Cummins, LSW, is community outreach social worker and Raquel Tobian, LSW, LICDC, is recovery services social worker, Chalmers P. Wylie VA Ambulatory Care Center, Veterans Health Administration
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Moyo P, Zhao X, Thorpe CT, Thorpe JM, Sileanu FE, Cashy JP, Hale JA, Mor MK, Radomski TR, Donohue JM, Hausmann LRM, Hanlon JT, Good CB, Fine MJ, Gellad WF. Patterns of opioid prescriptions received prior to unintentional prescription opioid overdose death among Veterans. Res Social Adm Pharm 2018; 15:1007-1013. [PMID: 30385111 DOI: 10.1016/j.sapharm.2018.10.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Revised: 07/24/2018] [Accepted: 10/17/2018] [Indexed: 12/20/2022]
Abstract
BACKGROUND Few studies have assessed prescription opioid supply preceding death in individuals dying from unintentional prescription opioid overdoses, or described the characteristics of these individuals, particularly among Veterans. OBJECTIVES To describe the history of prescription opioid supply preceding prescription opioid overdose death among Veterans. METHODS In a national cohort of Veterans who filled ≥1 opioid prescriptions from the Veterans Health Administration (VA) or Medicare Part D during 2008-2013, we identified deaths from unintentional or undetermined-intent prescription opioid overdoses in 2012-2013. We captured opioid prescriptions using both linked VA and Part D data, and VA data only. RESULTS Among 1181 decedents, 643 (54.4%) had prescription opioid supply on the day of death, and 735 (62.2%) within 30 days based on linked data, compared to 40.1% and 46.7%, respectively, using VA data alone. Decedents with prescription opioid supply were significantly older and less likely to have alcohol or illicit drugs as co-occurring substances involved in the overdose. Using linked data, 241 (20.4%) decedents lacked prescription opioid supply within a year of death. CONCLUSIONS Many VA patients who die from prescription opioid overdose receive opioid prescriptions outside VA or not at all. It is important to supplement VA with non-VA data to more accurately measure prescription opioid exposure and improve opioid medication safety.
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Affiliation(s)
- Patience Moyo
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh Health Policy Institute, Pittsburgh, PA, USA; Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Xinhua Zhao
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Carolyn T Thorpe
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh Health Policy Institute, Pittsburgh, PA, USA; Department of Pharmacy and Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Joshua M Thorpe
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh Health Policy Institute, Pittsburgh, PA, USA; Department of Pharmacy and Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Florentina E Sileanu
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - John P Cashy
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Jennifer A Hale
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Maria K Mor
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Thomas R Radomski
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh Health Policy Institute, Pittsburgh, PA, USA; Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Julie M Donohue
- Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh Health Policy Institute, Pittsburgh, PA, USA; Department of Health Policy & Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Leslie R M Hausmann
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Joseph T Hanlon
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh Health Policy Institute, Pittsburgh, PA, USA; Department of Pharmacy and Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; Division of Geriatric Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Chester B Good
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh Health Policy Institute, Pittsburgh, PA, USA; Department of Pharmacy and Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; Division of Geriatric Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA; Center for Value Based Pharmaceutical Initiatives, UPMC Health Plan, Pittsburgh, PA, USA
| | - Michael J Fine
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Walid F Gellad
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA; Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh Health Policy Institute, Pittsburgh, PA, USA; Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
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Palombi LC, St Hill CA, Lipsky MS, Swanoski MT, Lutfiyya MN. A scoping review of opioid misuse in the rural United States. Ann Epidemiol 2018; 28:641-652. [PMID: 29921551 DOI: 10.1016/j.annepidem.2018.05.008] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 04/09/2018] [Accepted: 05/24/2018] [Indexed: 11/18/2022]
Abstract
INTRODUCTION This study is a scoping review of the original research literature onthe misuse of opioids in the rural United States (US) and maps theliterature of interest to address the question: What does theoriginal research evidence reveal about the misuse of opioids inrural US communities? METHODS This study used a modified preferred reporting items for systematicreviews and meta-analyses (PRISMA) approach which is organized byfive distinct elements or steps: beginning with a clearly formulatedquestion, using the question to develop clear inclusion criteria toidentify relevant studies, using an approach to appraise the studiesor a subset of the studies, summarizing the evidence using anexplicit methodology, and interpreting the findings of the review. RESULTS The initial search yielded 119 peer reviewed articles and aftercoding, 41 papers met the inclusion criteria. Researcher generatedsurveys constituted the most frequent source of data. Most studieshad a significant quantitative dimension to them. All the studieswere observational or cross-sectional by design. CONCLUSIONS This analysis found an emerging research literature that hasgenerated evidence supporting the claim that rural US residents andcommunities suffer a disproportionate burden from the misuseof opioidscompared to their urban or metropolitan counterparts.
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Affiliation(s)
- Laura C Palombi
- Department of Pharmacy Practice and Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Minneapolis, MN
| | | | | | - Michael T Swanoski
- Department of Pharmacy Practice and Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Minneapolis, MN
| | - M Nawal Lutfiyya
- Department of Pharmacy Practice and Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Minneapolis, MN.
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Cochran G, Lo-Ciganic WH, Gellad WF, Gordon AJ, Cole E, Lobo C, Frazier W, Zheng P, Chang CCH, Kelley D, Donohue JM. Prescription Opioid Quality Measures Applied Among Pennsylvania Medicaid Enrollees. J Manag Care Spec Pharm 2018; 24:875-885. [PMID: 30156454 DOI: 10.18553/jmcp.2018.24.9.875] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND The Pharmacy Quality Alliance (PQA) recently developed 3 quality measures for prescribing opioids: high dosages, multiple providers and pharmacies, and concurrent use of opioids and benzodiazepines. OBJECTIVE To examine the prevalence of the PQA measures and identify the patient demographic and health characteristics associated with the measures. METHODS We conducted a cross-sectional analysis using Pennsylvania Medicaid data (2013-2015). We limited our analyses to noncancer patients who were aged 18-64 years and not dual-eligible for Medicare/Medicaid. Per PQA specifications, patients were required to possess ≥ 2 opioid prescriptions for ≥ 15 days annual supply each year. Outcome measures included (a) high dosages, defined as > 120 morphine milligram equivalents for ≥ 90 consecutive days; (b) multiple providers/pharmacies, defined as receiving opioid prescriptions from ≥ 4 providers and ≥ 4 pharmacies; and (c) concurrent use of opioids and benzodiazepines, defined as ≥ 30 cumulative days of overlapping opioids and benzodiazepines among individuals having ≥ 2 opioid and ≥ 2 benzodiazepine fills. Patient characteristics assessed included demographics; other medication use; and physical, mental, and behavioral health comorbidities. We present descriptive and multivariable statistical analyses of the data to describe trends in quality measure prevalence and associations with enrollee health characteristics. RESULTS Numbers of enrollees meeting inclusion criteria ranged from 73,082 in 2013 to 85,710 in 2015. From 2013 to 2015, high dosage prevalence increased from 5.1% to 5.5%; the use of multiple providers/pharmacies decreased from 7.1% to 5.0%; and concurrent use of opioids and benzodiazepines decreased from 29.1% to 28.4% (all P < 0.05). A substantial portion of patients with > 1 PQA measure from 2013 to 2015 was eligible for Medicaid because of disability (41.8%-81.9%). Enrollees with opioid use disorder were more likely to have high dosages (adjusted odds ratio [AOR] = 2.01, 95% CI = 1.83-2.21). Enrollees with anxiety and mood disorders were more likely to have multiple providers/pharmacies (anxiety: AOR = 1.54, 95% CI = 1.43-1.65; mood: AOR = 1.15, 95% CI = 1.06-1.25) and concurrent use of opioids and benzodiazepines (anxiety: AOR = 3.50, 95% CI = 3.38-3.63; mood: AOR = 1.42, 95% CI = 1.36-1.48). CONCLUSIONS Given high levels of eligibility based on disability and the prevalence of mood, anxiety, and opioid use disorders among those identified by the quality measures, providers may require additional support to care for this patient population. DISCLOSURES This project was supported by a grant from the Centers for Disease Control and Prevention and was also supported by an intergovernmental agreement between the Pennsylvania Department of Human Services and the University of Pittsburgh. Lo-Ciganic was supported by the University of Arizona Health Sciences Career Development Award. The other authors have nothing to disclose. The conclusions, findings, and opinions expressed by authors contributing to this article do not necessarily reflect the official position of the U.S. Department of Health and Human Services, the Public Health Service, the Centers for Disease Control and Prevention, or the Commonwealth of Pennsylvania. A portion of these results was presented at the Association for Medical Education and Research in Substance Abuse 41st National Conference; November 2-4, 2017; Washington, DC.
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Affiliation(s)
- Gerald Cochran
- 1 University of Pittsburgh School of Social Work; University of Pittsburgh School of Medicine, Department of Psychiatry; and University of Pittsburgh Center for Pharmaceutical Policy and Prescribing, Pittsburgh, Pennsylvania
| | | | - Walid F Gellad
- 2 VA Pittsburgh Healthcare System; University of Pittsburgh School of Medicine, Division of General Internal Medicine; and University of Pittsburgh Center for Pharmaceutical Policy and Prescribing, Pittsburgh, Pennsylvania
| | - Adam J Gordon
- 7 University of Utah School of Medicine, Division of General Internal Medicine, and VA Salt Lake City Healthcare System, Salt Lake City, Utah
| | - Evan Cole
- 3 University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania
| | - Carroline Lobo
- 3 University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania
| | - Winfred Frazier
- 4 University of Pittsburgh School of Medicine, Division of General Internal Medicine, Pittsburgh, Pennsylvania
| | - Ping Zheng
- 3 University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania
| | - Chung-Chou H Chang
- 5 University of Pittsburgh Graduate School of Public Health, and University of Pittsburgh Center for Pharmaceutical Policy and Prescribing, Pittsburgh, Pennsylvania
| | - David Kelley
- 8 Medical Assistance Programs, Pennsylvania Department of Human Services, Harrisburg, Pennsylvania
| | - Julie M Donohue
- 5 University of Pittsburgh Graduate School of Public Health, and University of Pittsburgh Center for Pharmaceutical Policy and Prescribing, Pittsburgh, Pennsylvania
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Abstract
BACKGROUND Medicaid members are predisposed to unintentional prescription opioid overdose. However, little is known about their individual risk factors. OBJECTIVES To describe demographic and clinical characteristics, medical utilization, opioid use, concurrent use of benzodiazepines, risk factors, and substances involved in death for Oklahoma's Medicaid members who died of unintentional prescription opioid poisoning. SUBJECTS Decedents who were Medicaid eligible in Oklahoma during the year of death, had an opioid recorded in cause of death, and had ≥1 opioid prescription claim between January 1, 2011 and June 30, 2016 were cases. Controls were living Medicaid members and were matched 3:1 to cases through propensity score matching. MEASURES Demographics, clinical characteristics, and medical/pharmacy utilization were examined in the 12 months before the index date. RESULTS Of 639 members with fatal unintentional prescription opioid overdoses, 321 had ≥1 opioid prescription claim in the year before death; these were matched to 963 controls. Compared with controls, decedents had significantly greater proportions of nonopioid substance use disorders, opioid abuse/dependence, hepatitis, gastrointestinal bleeding, trauma not involving motor vehicle accidents, nonopioid poisonings, and mental illness disorders. Decedents had significantly higher daily morphine milligram equivalent doses (67.2±74.4 vs. 47.2±50.9 mg) and greater opioid/benzodiazepine overlap (70.4% vs. 35.9%). Benzodiazepines were involved in 29.3% of deaths. CONCLUSIONS Several comorbidities indicative of opioid use disorder and greater exposure to opioids and concomitant benzodiazepines were associated with unintentional prescription opioid overdose fatalities. Prescribers and state agencies should be aware of these addressable patient-level factors among the Medicaid population. Targeting these factors with appropriate policy interventions and education may prevent future deaths.
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Abstract
OBJECTIVE This study analyzed health service patterns before opioid-related death among nonelderly individuals in the Medicaid program, focusing on decedents with and without past-year diagnoses of noncancer chronic pain. METHODS The authors identified opioid-related decedents, age ≤64 years, in the Medicaid program and characterized their clinical diagnoses, filled medication prescriptions, and nonfatal poisoning events during the 30 days and 12 months before death. The study group included 13,089 opioid-related deaths partitioned by presence or absence of chronic noncancer pain diagnoses in the last year of life. RESULTS Most decedents (61.5%) had received clinical diagnoses of chronic noncancer pain conditions in the last year of life. As compared with decedents without chronic pain diagnoses, those with these diagnoses were significantly more likely to have filled prescriptions for opioids (49.0% versus 17.2%) and benzodiazepines (52.1% versus 26.6%) during the last 30 days of life, while diagnoses of opioid use disorder during this period were uncommon in both groups (4.2% versus 4.3%). The chronic pain group was also significantly more likely than the nonpain group to receive clinical diagnoses of drug use (40.8% versus 22.1%), depression (29.6% versus 13.0%) or anxiety (25.8% versus 8.4%) disorders during the last year of life. CONCLUSIONS Persons dying of opioid-related causes, particularly those who were diagnosed with chronic pain conditions, commonly received services related to drug use disorders and mental disorders in the last year of life, though opioid use disorder diagnoses near the time of death were rare.
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Affiliation(s)
- Mark Olfson
- Department of Psychiatry, College of Physicians and Surgeons, Columbia University and the New York State Psychiatric Institute, New York, NY
| | - Melanie Wall
- Department of Psychiatry, College of Physicians and Surgeons, Columbia University and the New York State Psychiatric Institute, New York, NY
| | - Shuai Wang
- Department of Psychiatry, College of Physicians and Surgeons, Columbia University and the New York State Psychiatric Institute, New York, NY and Quartet Health, New York, NY
| | - Stephen Crystal
- Center for Health Services Research on Pharmacotherapy, Chronic Disease Management, and Outcomes, Institute for Health, Health Care Policy and Aging Research; Rutgers, The State University of New Jersey, New Brunswick, NJ
| | - Carlos Blanco
- National Institute on Drug Abuse, Division of Epidemiology, Services, and Prevention Research, Rockville, MD
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Affiliation(s)
- Maria A Oquendo
- From the Perelman School of Medicine, University of Pennsylvania, Philadelphia (M.A.O.); and the National Institute on Drug Abuse, Bethesda, MD (N.D.V.)
| | - Nora D Volkow
- From the Perelman School of Medicine, University of Pennsylvania, Philadelphia (M.A.O.); and the National Institute on Drug Abuse, Bethesda, MD (N.D.V.)
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Choi NG, DiNitto DM, Marti CN, Kaplan MS, Conwell Y. Suicide Means among Decedents Aged 50+ Years, 2005-2014: Trends and Associations with Sociodemographic and Precipitating Factors. Am J Geriatr Psychiatry 2017; 25:1404-1414. [PMID: 28689643 DOI: 10.1016/j.jagp.2017.06.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 05/19/2017] [Accepted: 06/01/2017] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To examine 1) temporal trends between 2005 and 2014 in the three most frequently used suicide means (firearms, hanging/suffocation, alcohol/drug/medicine overdose) by decedents aged 50+ years and 2) associations of suicide means with sociodemographic and precipitating factors. METHODS The National Violent Death Reporting System, 2005-2014, provided data (N = 46,857). Suicide means were identified from ICD-10 codes for underlying cause of death and coroner/medical examiner (CME) reports. Precipitating factors are based on either CME or law enforcement report. Age-group (50-64 and 65+ years) and gender-separate logistic regression analyses were used to examine study questions. RESULTS In the 50-64 years age group, each advancing year (i.e., from 2005 to 2014) was associated with a 1% decrease in the odds of firearm use and a 6% increase in the odds of hanging/suffocation among men; a 9% increase in the odds of hanging/suffocation among women; and a 4% decrease in the odds of overdose among each gender. In the 65+ years age group, each advancing year was associated with a 4% increase in the odds of overdose among men. Physical health was a significant factor for firearm use among men (adjusted odds ratio: 1.47; 95% CI: 1.39-1.55) only. Regardless of gender and age, mental health and substance abuse problems and prior suicide attempts were associated with hanging/suffocation and overdose. CONCLUSIONS Firearm use decreased among men aged 50-64 years between 2005 and 2014, but its use did not change among the other gender by age groups. With rapidly growing numbers of older adults, routine suicide risk assessments, firearm safety monitoring, and interventions to improve quality of life are needed.
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Affiliation(s)
- Namkee G Choi
- School of Social Work, University of Texas at Austin, Austin, TX.
| | - Diana M DiNitto
- School of Social Work, University of Texas at Austin, Austin, TX
| | - C Nathan Marti
- School of Social Work, University of Texas at Austin, Austin, TX
| | - Mark S Kaplan
- Luskin School of Public Affairs, University of California at Los Angeles, Los Angeles, CA
| | - Yeates Conwell
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY
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Brady JE, Giglio R, Keyes KM, DiMaggio C, Li G. Risk markers for fatal and non-fatal prescription drug overdose: a meta-analysis. Inj Epidemiol 2017; 4:24. [PMID: 28762157 PMCID: PMC5545182 DOI: 10.1186/s40621-017-0118-7] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2017] [Accepted: 06/20/2017] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Drug overdose is a public health crisis in the United States, due in part to the unintended consequences of increases in prescribing of opioid analgesics. Many clinicians evaluate risk markers for opioid-related harms when prescribing opioids for chronic pain; however, more data on predictive risk markers are needed. Risk markers are attributes (modifiable and non-modifiable) that are associated with increased probability of an outcome. This review aims to identify risk markers associated with fatal and non-fatal prescription drug overdose by synthesizing findings in the existing peer-reviewed and grey literature. Eligible cohort, case-control, cross-sectional, and case-cohort studies were reviewed and data were extracted for qualitative and quantitative synthesis. FINDINGS Summary odds ratios (SOR) were estimated from 29 studies for six risk markers: sex, age, race, psychiatric disorders, substance use disorder (SUD), and urban/rural residence. Heterogeneity was assessed and effect estimates were stratified by study characteristics. Of the six risk markers identified, SUD had the strongest association with drug overdose death (SOR = 5.24, 95% confidence interval (CI) = 3.53 - 7.76), followed by psychiatric disorders (SOR = 3.94, 95% CI = 3.09 - 5.01), white race (SOR = 2.28, 95% CI = 1.93 - 2.70), the 35-44 year age group relative to the 25-34 year reference group (SOR = 1.52, 95% CI = 1.31 - 1.76), and male sex (SOR = 1.33, 95% CI = 1.17 - 1.51). CONCLUSIONS This review highlights fatal and non-fatal prescription drug risk markers most frequently assessed in peer-reviewed and grey literature. There is a need to better understand modifiable risk markers and underlying reasons for drug misuse in order to inform interventions that may prevent future drug overdoses.
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Affiliation(s)
- Joanne E. Brady
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY USA
| | - Rebecca Giglio
- Center for Injury Epidemiology and Prevention, Columbia University, New York, NY USA
| | - Katherine M. Keyes
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY USA
- Center for Injury Epidemiology and Prevention, Columbia University, New York, NY USA
| | - Charles DiMaggio
- Department of Surgery, Division of Trauma, New York University, New York, NY USA
| | - Guohua Li
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY USA
- Center for Injury Epidemiology and Prevention, Columbia University, New York, NY USA
- Department of Anesthesiology, Columbia University College of Physicians and Surgeons, New York, NY USA
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Cochran GT, Engel RJ, Hruschak VJ, Tarter RE. Prescription Opioid Misuse Among Rural Community Pharmacy Patients: Pilot Study for Screening and Implications for Future Practice and Research. J Pharm Pract 2017; 30:498-505. [PMID: 27402634 PMCID: PMC5219955 DOI: 10.1177/0897190016656673] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Opioid misuse imposes a disproportionately heavy burden on individuals living in rural areas. Community pharmacy has the potential to expand and coordinate with health professionals to identify and intervene with those who misuse opioids. OBJECTIVE Rural and urban community pharmacy patients were recruited in this pilot project to describe and compare patterns of opioid misuse. METHODS We administered a health screening survey in 4 community pharmacies among patients filling opioid medications. Univariate statistics were used to assess differences in health characteristics and opioid medication misuse behaviors between rural and urban respondents. Multivariable statistics were used to identify risk factors associated with rural and urban opioid misuse. RESULTS A total of 333 participants completed the survey. Participants in rural settings had poorer overall health, higher pain levels, lower education, and a higher rate of unemployment compared to patients in urban pharmacies. Rural respondents with illicit drug use (adjustable odds ratio [aOR]: 14.34, 95% confidence interval [CI] = 2.16-95.38), posttraumatic stress disorder (aOR: 5.44, 95% CI = 1.52-19.50), and ≤high school education (aOR: 6.68, 95% CI = 1.06-42.21) had increased risk for opioid misuse. CONCLUSIONS Community pharmacy represents a promising resource for potential identification of opioid misuse, particularly in rural communities. Continued research must extend these findings and work to establish collaborative services in rural settings.
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Affiliation(s)
- Gerald T Cochran
- 1 Department of Psychiatry, School of Medicine, University of Pittsburgh School of Social Work, Pittsburgh, PA, USA
| | - Rafael J Engel
- 2 University of Pittsburgh School of Social Work, Pittsburgh, PA, USA
| | | | - Ralph E Tarter
- 3 University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
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Fatal poisonings in Northern Finland: causes, incidence, and rural-urban differences. Scand J Trauma Resusc Emerg Med 2017; 25:90. [PMID: 28886743 PMCID: PMC5591551 DOI: 10.1186/s13049-017-0431-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 08/23/2017] [Indexed: 12/04/2022] Open
Abstract
Background In this study we evaluate differences between rural and urban areas in the causes and incidence of fatal poisonings. Methods Data from all fatal poisonings that occurred in Northern Finland from 2007 to 2011 were retrieved from Cause of Death Registry death certificates provided by Statistics Finland. The demographics and causes of fatalities were compared between rural and urban areas. Incidences were calculated based on the population data. Results There were a total of 684 fatal poisonings during the study period and 57.9% (n = 396) occurred in the urban population. Ethanol was the most common primary poisoning agent in cases of fatal poisoning, accounting for 47.5% of cases in urban areas and 68.1% in rural areas (P < 0.001). Fatal poisonings caused by psychoactive pharmaceutical products and opioids were more common in urban areas (28.3% compared to 18.0%, P < 0.001). The crude incidence of fatal poisonings in the study area was 18.8 (17.4–20.2) per 100,000 inhabitants per year and there was no difference in incidence between urban and rural areas. In the youngest age group (15 to 24 years), the incidence of fatal poisonings observed in urban areas was two times higher than that in rural areas. Discussion Higher rate of fatal ethanol poisonings in rural areas could be linked to higher alcohol consumption in rural areas and also differences in drinking behaviour. Higher incidence of poisoning suicides in urban areas could be due to availability of different toxic agents as a suicidal method. Preventive measures could be key in reducing the number of fatal poisonings in both areas, as most of the fatal poisonings still occur outside hospital. Conclusion There was a higher rate of fatal ethanol poisoning in rural areas and higher rate of fatal poisoning related to psychoactive pharmaceutical products and opioids in urban areas. There were twice as many fatal poisonings in the youngest age group (15–24 years) in urban areas compared to rural areas, and suicide was more common in urban areas.
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