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Margerison CE, Wang X, Goldman-Mellor S, Muzik M, Gemmill A. Changes in Racial and Ethnic Inequities in Pregnancy-Associated Death in the United States During the COVID-19 Pandemic. Am J Public Health 2024; 114:733-742. [PMID: 38754064 PMCID: PMC11153959 DOI: 10.2105/ajph.2024.307651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2024]
Abstract
Objectives. To examine changes in cause-specific pregnancy-associated deaths during the COVID-19 pandemic by race and ethnicity and assess changes in racial and ethnic inequities in pregnancy-associated deaths. Methods. We used US vital statistics mortality data from 2018 to 2021 to identify pregnancy-associated deaths among females aged 15 to 44 years. We calculated crude pregnancy-associated death rates (deaths per 100 000 live births) by year, cause, and race/ethnicity, percent change in death rate, and the inequity (difference) in rate for each racial or ethnic group compared with non-Hispanic White people. Results. The pregnancy-associated death rate for obstetric, drug-related, homicide, and other causes of death increased during 2020, and obstetric deaths continued to increase in 2021. Overall estimates mask 2021 increases in drug-related deaths among Hispanic, non-Hispanic American Indian and Alaska Native (AI/AN), and non-Hispanic Asian people; increases in homicide among most racial and ethnic groups; and increases in suicide among Hispanic, non-Hispanic AI/AN, and non-Hispanic Asian people. Conclusions. We found disproportionate increases in pregnancy-associated deaths from nonobstetric causes among minoritized racial and ethnic groups during the COVID-19 pandemic. (Am J Public Health. 2024;114(7):733-742. https://doi.org/10.2105/AJPH.2024.307651).
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Affiliation(s)
- Claire E Margerison
- Claire E. Margerison is with the Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing. Xueshi Wang is with the Department of Economics, College of Social Science, Michigan State University. Sidra Goldman-Mellor is with the Department of Public Health, School of Social Sciences, Humanities, and Arts, University of California, Merced. Maria Muzik is with the Departments of Psychiatry and Obstetrics & Gynecology, University of Michigan‒Michigan Medicine, Ann Arbor. Alison Gemmill is with the Department of Population, Family, and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Xueshi Wang
- Claire E. Margerison is with the Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing. Xueshi Wang is with the Department of Economics, College of Social Science, Michigan State University. Sidra Goldman-Mellor is with the Department of Public Health, School of Social Sciences, Humanities, and Arts, University of California, Merced. Maria Muzik is with the Departments of Psychiatry and Obstetrics & Gynecology, University of Michigan‒Michigan Medicine, Ann Arbor. Alison Gemmill is with the Department of Population, Family, and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Sidra Goldman-Mellor
- Claire E. Margerison is with the Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing. Xueshi Wang is with the Department of Economics, College of Social Science, Michigan State University. Sidra Goldman-Mellor is with the Department of Public Health, School of Social Sciences, Humanities, and Arts, University of California, Merced. Maria Muzik is with the Departments of Psychiatry and Obstetrics & Gynecology, University of Michigan‒Michigan Medicine, Ann Arbor. Alison Gemmill is with the Department of Population, Family, and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Maria Muzik
- Claire E. Margerison is with the Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing. Xueshi Wang is with the Department of Economics, College of Social Science, Michigan State University. Sidra Goldman-Mellor is with the Department of Public Health, School of Social Sciences, Humanities, and Arts, University of California, Merced. Maria Muzik is with the Departments of Psychiatry and Obstetrics & Gynecology, University of Michigan‒Michigan Medicine, Ann Arbor. Alison Gemmill is with the Department of Population, Family, and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Alison Gemmill
- Claire E. Margerison is with the Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing. Xueshi Wang is with the Department of Economics, College of Social Science, Michigan State University. Sidra Goldman-Mellor is with the Department of Public Health, School of Social Sciences, Humanities, and Arts, University of California, Merced. Maria Muzik is with the Departments of Psychiatry and Obstetrics & Gynecology, University of Michigan‒Michigan Medicine, Ann Arbor. Alison Gemmill is with the Department of Population, Family, and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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Noufal Y, Kringel D, Toennes SW, Dudziak R, Lötsch J. Pharmacological data science perspective on fatal incidents of morphine treatment. Pharmacol Ther 2023; 241:108312. [PMID: 36423714 DOI: 10.1016/j.pharmthera.2022.108312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 11/10/2022] [Accepted: 11/14/2022] [Indexed: 11/23/2022]
Abstract
Morphine prescribed for analgesia has caused drug-related deaths at an estimated incidence of 0.3% to 4%. Morphine has pharmacological properties that make it particularly difficult to assess the causality of morphine administration with a patient's death, such as its slow transfer between plasma and central nervous sites of action and the existence of the active metabolite morphine-6-glucuronide with opioid agonistic effects, Furthermore, there is no well-defined toxic dose or plasma/blood concentration for morphine. Dosing is often adjusted for adequate pain relief. Here, we summarize reported deaths associated with morphine therapy, including associated morphine exposure and modulating patient factors such as pharmacogenetics, concomitant medications, or comorbidities. In addition, we systematically analyzed published numerical information on the stability of concentrations of morphine and its relevant metabolites in biological samples collected postmortem. A medicolegal case is presented in which the causality of morphine administration with death was in dispute and pharmacokinetic modeling was applied to infer the administered dose. The results of this analytical review suggest that (i) inference from postmortem blood concentrations to the morphine dose administered has low validity and (ii) causality between a patient's death and the morphine dose administered remains a highly context-dependent and collaborative assessment among experts from different medical specialties.
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Affiliation(s)
- Yazan Noufal
- Goethe-University, Institute of Clinical Pharmacology, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Dario Kringel
- Goethe-University, Institute of Clinical Pharmacology, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Stefan W Toennes
- Goethe-University, University Hospital Frankfurt, Institute of Legal Medicine, Kennedyallee 104, 60596 Frankfurt am Main, Germany
| | - Rafael Dudziak
- Goethe-University, University Hospital Frankfurt, Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Jörn Lötsch
- Goethe-University, Institute of Clinical Pharmacology, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany.
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O'Donnell J, Gladden RM, Kariisa M, Mattson CL. Using death scene and toxicology evidence to define involvement of heroin, pharmaceutical morphine, illicitly manufactured fentanyl and pharmaceutical fentanyl in opioid overdose deaths, 38 states and the District of Columbia, January 2018-December 2019. Addiction 2022; 117:1483-1490. [PMID: 34882865 PMCID: PMC9798922 DOI: 10.1111/add.15768] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 11/05/2021] [Indexed: 12/31/2022]
Abstract
BACKGROUND AND AIMS Tracking specific drugs contributing to drug overdose deaths is limited when relying on death certificate (DC) data alone. This study aimed to determine whether integrating DC data with medical examiner/coroner reports, including postmortem toxicology and death investigation findings, would enhance identification of (1) heroin and pharmaceutical morphine involvement in overdose deaths and (2) fentanyl source (illicitly manufactured versus pharmaceutical). DESIGN Retrospective analysis of heroin, pharmaceutical morphine, illicitly manufactured fentanyl (IMF) and pharmaceutical fentanyl involvement in fatal overdoses. DC and toxicology data were compared with enhanced definitions integrating overdose scene, witness and toxicology evidence. SETTING United States: 38 states and the District of Columbia, participating in Centers for Disease Control and Prevention (CDC)-funded opioid overdose death surveillance. CASES Opioid overdose decedents from funded jurisdictions; deaths during 1 January 2018-31 December 2019. MEASUREMENTS Using medical examiner/coroner report data, deaths with 6-acetylmorphine and/or morphine detected by postmortem toxicology were defined as confirmed, probable or suspected heroin deaths, or probable pharmaceutical morphine deaths. Fentanyl was defined as probable or suspected IMF or probable pharmaceutical fentanyl. FINDINGS The enhanced definition defined 18 393 deaths as confirmed, probable, or suspected heroin deaths (including 2678 with morphine listed as cause of death on the DC) and 404 as probable pharmaceutical morphine deaths. Among deaths with fentanyl detected, 89.3% were defined as probable or suspected IMF and 1.0% as probable pharmaceutical fentanyl. Fentanyl source could not be determined for 9.7% of deaths. CONCLUSIONS Integrating drug overdose scene, witness and toxicology findings can improve identification of specific drugs contributing to overdose deaths and enhance overdose intervention targeting.
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Affiliation(s)
- Julie O'Donnell
- Centers for Disease Control and Prevention National Center for Injury Prevention and Control, Division of Overdose Prevention Atlanta GA USA
| | - R. Matt Gladden
- Centers for Disease Control and Prevention National Center for Injury Prevention and Control, Division of Overdose Prevention Atlanta GA USA
| | - Mbabazi Kariisa
- Centers for Disease Control and Prevention National Center for Injury Prevention and Control, Division of Overdose Prevention Atlanta GA USA
| | - Christine L. Mattson
- Centers for Disease Control and Prevention National Center for Injury Prevention and Control, Division of Overdose Prevention Atlanta GA USA
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Pregnancy-Associated Deaths Due to Drugs, Suicide, and Homicide in the United States, 2010-2019. Obstet Gynecol 2022; 139:172-180. [PMID: 34991132 PMCID: PMC8849543 DOI: 10.1097/aog.0000000000004649] [Citation(s) in RCA: 55] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 11/05/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To estimate the prevalence of pregnancy-associated deaths due to drugs, suicide, and homicide nationwide from 2010 to 2019. METHODS Using U.S. death certificate records from 2010 to 2019 for 33 states plus the District of Columbia, we identified pregnancy-associated deaths using the pregnancy checkbox and International Classification of Diseases, Tenth Revision codes, calculated pregnancy-associated death ratios, and categorized deaths by cause, timing relative to pregnancy, race or ethnicity, and age. RESULTS Of 11,782 pregnancy-associated deaths identified between 2010 and 2019, 11.4% were due to drugs, 5.4% were due to suicide, and 5.4% were due to homicide, whereas 59.3% were due to obstetric causes and the remaining 18.5% were due to other causes. Drug-related deaths, suicide, and homicide accounted for 22.2% of pregnancy-associated deaths. All three causes of death increased over the study period, with drug-related pregnancy-associated deaths increasing 190%. Homicide during pregnancy and drug-related deaths, suicides, and homicide in the late postpartum period (43-365 days) accounted for a larger proportion of all deaths in these time periods than the contribution of these causes to all deaths among females of reproductive age. Pregnant and postpartum people identified as non-Hispanic American Indian or Alaska Native were at highest risk of drug-related and suicide death, and people identified as non-Hispanic Black were at highest risk of homicide. CONCLUSION Deaths due to drug use, suicide, and homicide constitute more than one fifth of all deaths during pregnancy and the first year postpartum. Drug-related deaths and homicides have increased over the past decade. Substantial racial and ethnic inequities in these deaths exist.
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Fentanyl epidemic hits the U.S. West Coast: Opioid-related deaths in San Francisco from 2009-2019. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 95:103402. [PMID: 34364179 DOI: 10.1016/j.drugpo.2021.103402] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 07/01/2021] [Accepted: 07/20/2021] [Indexed: 11/23/2022]
Abstract
BACKGROUND Opioid-use disorders have led to a nationwide epidemic of accidental overdoses in the United States. In recent years this opioid epidemic has worsened due to the increased availability of fentanyl in the illicit drug market. The increase in fentanyl-related deaths is well known on the U.S. East Coast, however, limited comprehensive information of mortality data exists from major West Coast cities. METHODS Following comprehensive medico-legal death and toxicological investigations, a retrospective cohort study was performed on all accidental opioid overdose deaths (AOOD) from 2009 - 2019 in San Francisco. The sex, age and race of decedents, location, and date and time of death were described and statistically compared by the type of opioid(s) causing death. RESULTS Since 2016, fentanyl deaths started to replace heroin deaths leading to a sharp increase in fatal overdoses involving fentanyl, surpassing heroin and/or medicinal opioids by 2018. Fentanyl contributed to between 3% and 12% of deaths per year from 2009 to 2015, and between 20% and 73% per year from 2016 to 2019. White and Black males represented 91.5% of all AOOD. Age groups younger than 45 died using fentanyl and heroin significantly more often than older populations (60.7% of ≤45 vs. 40.7% of >45 year-olds, χ2p<0.001). CONCLUSIONS This study shows an upward trend in fentanyl fatal accidental overdoses in recent years in a major West Coast U.S. city. These patterns appear to follow patterns seen in eastern states, albeit with an approximate 3-year delay, and may be indicative of other western populations. The described observations provide detailed demographic, chronological and toxicological information to public health and policy-making agencies for drug harm reduction measures.
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Drug overdose mortality among stateside Puerto Ricans: Evidence of a health disparity. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2020; 90:103079. [PMID: 33341699 DOI: 10.1016/j.drugpo.2020.103079] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 11/23/2020] [Accepted: 11/29/2020] [Indexed: 01/03/2023]
Abstract
BACKGROUND This study compared drug overdose mortality rates in Puerto Rican-heritage and Non-Hispanic (NH) White individuals in the United States (US), examining time trends and recent variation by age, sex, state of residence, and drugs involved in overdose. METHODS Death certificate data from the National Center for Health Statistics, as well as American Community Survey population estimates, were used to calculate age-specific and age-adjusted drug overdose mortality rates for Puerto Rican-heritage and NH White residents of the 50 United States or District of Columbia (DC). Rates for 2018 were compared between Puerto Rican-heritage and NH White individuals, overall and by sex, age, state, and specific drug involved in overdose. Joinpoint Regression was used to examine trends in drug overdose mortality rates from 2009 to 2018. RESULTS From 2009 to 2018, the age-adjusted drug overdose mortality rate in stateside Puerto Ricans doubled among women (from 6.0 to 12.5 per 100,000) and nearly tripled among men (from 15.3 to 45.2 per 100,000). In 2018, the age-adjusted drug overdose mortality rate was significantly higher in Puerto Rican-heritage than NH White individuals (28.7 vs. 26.2 per 100,000, respectively). The 2018 drug overdose mortality rate was highest among Puerto Rican-heritage men ages 45-54 (104.1 per 100,000). CONCLUSION Findings emphasize the necessity of policies, programs, and interventions to mitigate risk of fatal overdose in stateside Puerto Rican communities.
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Hughes P, Denslow S, Ostrach B, Fusco C, Tak C. Exploration of the STOP Act and Opioid Deaths in North Carolina, 2010–2018. Am J Public Health 2020; 110:1573-1577. [DOI: 10.2105/ajph.2020.305748] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Objectives. To examine the impact of North Carolina’s 2017 Strengthening Opioid Misuse Prevention (STOP) Act on opioid overdose deaths. Methods. We used quarterly data from the North Carolina Opioid Dashboard to conduct an interrupted time series analysis ranging from 2010 to 2018. Results were stratified by heroin–fentanyl deaths and other opioid deaths. Results. After the STOP Act, there was an initial rate increase of 0.60 opioid deaths per 100 000 population (95% confidence interval [CI] = 0.04, 1.15) and a decrease of 0.42 (95% CI = −0.56, −0.29) every quarter thereafter. Results differed by stratification. Conclusions. Our results suggest that North Carolina’s STOP Act was associated with a reduction in opioid deaths in the year following enactment. The changes in opioid overdose death trends coinciding with the STOP Act were similar to outcomes seen with previous opioid policies. Public Health Implications. Future policies designed to reduce the availability of opioids may benefit from encouraging and increasing the availability of evidence-based treatment of opioid use disorder.
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Affiliation(s)
- Phillip Hughes
- Phillip Hughes, Sheri Denslow, and Bayla Ostrach are with UNC Health Sciences at MAHEC, Asheville, NC. Carriedelle Fusco is with the Mountain Area Health Education Center, Asheville. Casey Tak is with the Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
| | - Sheri Denslow
- Phillip Hughes, Sheri Denslow, and Bayla Ostrach are with UNC Health Sciences at MAHEC, Asheville, NC. Carriedelle Fusco is with the Mountain Area Health Education Center, Asheville. Casey Tak is with the Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
| | - Bayla Ostrach
- Phillip Hughes, Sheri Denslow, and Bayla Ostrach are with UNC Health Sciences at MAHEC, Asheville, NC. Carriedelle Fusco is with the Mountain Area Health Education Center, Asheville. Casey Tak is with the Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
| | - Carriedelle Fusco
- Phillip Hughes, Sheri Denslow, and Bayla Ostrach are with UNC Health Sciences at MAHEC, Asheville, NC. Carriedelle Fusco is with the Mountain Area Health Education Center, Asheville. Casey Tak is with the Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
| | - Casey Tak
- Phillip Hughes, Sheri Denslow, and Bayla Ostrach are with UNC Health Sciences at MAHEC, Asheville, NC. Carriedelle Fusco is with the Mountain Area Health Education Center, Asheville. Casey Tak is with the Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
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8
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Hammond FM, Ketchum J, Dams-O'Connor K, Corrigan JD, Miller C, Haarbauer-Krupa J, Faul M, Trexler LE, Harrison-Felix C. Mortality Secondary to Unintentional Poisoning after Inpatient Rehabilitation among Individuals with Moderate to Severe Traumatic Brain Injury. J Neurotrauma 2020; 37:2507-2516. [PMID: 32438850 DOI: 10.1089/neu.2020.7038] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Studies have shown reduced life expectancy following moderate-severe traumatic brain injury (TBI) with death from unintentional poisoning (UP) being 11 times higher following TBI than in the general population. The characteristics of those who die of unintentional poisoning are compared with the characteristics of those who die of other causes (OC) in a retrospective cohort who received inpatient rehabilitation following TBI and enrolled in the TBI Model Systems National Database between 1989 and 2017 (n = 15,835 cases with 2,238 deaths recorded). Seventy-eight cases (3.5%) of deaths were the result of UP, 76% were the result of OC, and 20.5% were from an unknown cause. Among the UP deaths, 90% involved drugs (of these, 67% involved narcotic drugs and 14% involved psychostimulants), and 8% involved alcohol. Age-adjusted risk for UP death was associated with: white/non-Hispanic race/ethnicity, living alone, non-institutionalization, pre- and post-injury illicit drug use and alcohol/drug problem use, any alcohol use at last follow-up, better Functional Independence MeasureTM (FIM) scores, history of arrest, moderate disability (vs. severe disability or good recovery), less supervision needed, and greater anxiety. Adults who receive inpatient rehabilitation for TBI who die from UP are distinguishable from those who die of OC. Factors such as pre-injury substance use in the context of functional independence may be regarded as targets for prevention and/or intervention to reduce substance use and substance-related mortality among survivors of moderate-severe TBI. The current findings may have implications for medical care, surveillance, prevention, and health promotion.
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Affiliation(s)
- Flora M Hammond
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine and Rehabilitation Hospital of Indiana, Indianapolis, Indiana, USA
| | - Jessica Ketchum
- Research Department, Craig Hospital, Englewood, Colorado, USA.,Traumatic Brain Injury Model Systems National Data and Statistical Center, Englewood, Colorado, USA
| | - Kristen Dams-O'Connor
- Department of Rehabilitation Medicine, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John D Corrigan
- Department of Physical Medicine & Rehabilitation, Ohio State University, Columbus, Ohio, USA
| | - Cate Miller
- National Institute on Disability, Independent Living, and Rehabilitation Research, Administration for Community Living, Department of Health and Human Services, Washington, DC, USA
| | - Juliet Haarbauer-Krupa
- Traumatic Brain Injury Team, Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Mark Faul
- Traumatic Brain Injury Team, Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Lance E Trexler
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine and Rehabilitation Hospital of Indiana, Indianapolis, Indiana, USA
| | - Cynthia Harrison-Felix
- Research Department, Craig Hospital, Englewood, Colorado, USA.,Traumatic Brain Injury Model Systems National Data and Statistical Center, Englewood, Colorado, USA
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Delcher C, Wang Y, Vega RS, Halpin J, Gladden RM, O’Donnell JK, Hvozdovich JA, Goldberger BA. Carfentanil Outbreak - Florida, 2016-2017. MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT 2020; 69:125-129. [PMID: 32027630 PMCID: PMC7004395 DOI: 10.15585/mmwr.mm6905a2] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
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Slavova S, Delcher C, Buchanich JM, Bunn TL, Goldberger BA, Costich JF. Methodological Complexities in Quantifying Rates of Fatal Opioid-Related Overdose. CURR EPIDEMIOL REP 2019; 6:263-274. [PMID: 31259141 PMCID: PMC6559129 DOI: 10.1007/s40471-019-00201-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
PURPOSE OF REVIEW Effective responses to the US opioid overdose epidemic rely on accurate and timely drug overdose mortality data, which are generated from medicolegal death investigations (MDI) and certifications of overdose deaths. We identify nuances of MDI and certification of overdose deaths that can influence drug overdose mortality surveillance, as well as recent research, recommendations, and epidemiological tools for improved identification and quantification of specific drug involvement in overdose mortality. RECENT FINDINGS Death certificates are the foundation of drug overdose mortality surveillance. Accordingly, counts and rates of specific drug involvement in overdose deaths are only as accurate as the drug listed on death certificates. Variation in systematic approaches or jurisdictional office policy in drug overdose death certification can lead to bias in mortality rate calculations. Recent research has examined statistical adjustments to improve underreported opioid involvement in overdose deaths. New cause-of-death natural language text analysis tools improve quantification of specific opioid overdose mortality rates. Enhanced opioid overdose surveillance, which combines death certificate data with other MDI-generated data, has the potential to improve understanding of factors and circumstances of opioid overdose mortality. SUMMARY The opioid overdose crisis has brought into focus some of the limitations of US MDI systems for drug overdose surveillance and has given rise to a sense of urgency regarding the pressing need for improvements in our MDI data for public health action and research. Epidemiologists can stimulate positive changes in MDI data quality by demonstrating the critical role of data in guiding public health and safety decisions and addressing the challenges of accurate and timely overdose mortality measures with stakeholders. Education, training, and resources specific to drug overdose surveillance and analysis will be essential as the nation's overdose crisis continues to evolve.
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Affiliation(s)
- Svetla Slavova
- Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, KY USA
- Kentucky Injury Prevention and Research Center, University of Kentucky, 333 Waller Ave, Suite 242, Lexington, KY 40504 USA
| | - Chris Delcher
- Department of Pharmacy Practice and Science, Institute for Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Kentucky, Lexington, KY USA
| | - Jeannine M. Buchanich
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA USA
| | - Terry L. Bunn
- Kentucky Injury Prevention and Research Center, University of Kentucky, 333 Waller Ave, Suite 242, Lexington, KY 40504 USA
- Department of Preventive Medicine and Environmental Health, College of Public Health, University of Kentucky, Lexington, KY USA
| | - Bruce A. Goldberger
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Julia F. Costich
- Kentucky Injury Prevention and Research Center, University of Kentucky, 333 Waller Ave, Suite 242, Lexington, KY 40504 USA
- Department of Health Management and Policy, College of Public Health, University of Kentucky, Lexington, KY USA
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Stam NC, Gerostamoulos D, Pilgrim JL, Smith K, Moran L, Parsons S, Drummer OH. An analysis of issues in the classification and reporting of heroin-related deaths. Addiction 2019; 114:504-512. [PMID: 30397976 DOI: 10.1111/add.14486] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2018] [Revised: 09/02/2018] [Accepted: 11/01/2018] [Indexed: 11/28/2022]
Abstract
AIMS To investigate the extent of variability in the reporting of heroin-related deaths in Victoria, Australia. Additionally, to identify opportunities to improve the accuracy and consistency of heroin-related death reporting by examining variability in the attribution, death certification, classification and coding of heroin-related death cases. METHODS Heroin-related deaths in Victoria, Australia during a 2-year period (2012-13) were identified using the National Coronial Information System (NCIS) and used as the 'gold standard' measure in this study. Heroin-related death data from the Australian Institute of Health and Welfare (AIHW) and Australian Bureau of Statistics (ABS) were then compared. Differences in the number of deaths reported as well as the classification and coding assigned to the identified heroin-related death cases were investigated by cross-referencing these data sets and examining the assigned ICD-10 codes. RESULTS A total of 243 heroin-related deaths were identified through the NCIS compared with 165 heroin-related deaths reported by the AIHW and assigned the heroin-specific ICD-10 code of T40.1. Forty per cent of all the missed heroin-related death cases resulted from either the attribution of the death to morphine toxicity or with non-specific drug toxicity certification; 30% occurred where the cases had been attributed to heroin but there were irregularities in death certification. Additional missed heroin-related death cases occurred as a result of late initial registration of these deaths to the Registry of Births, Deaths and Marriages, and where these cases were then not assessed by the ABS for classification and coding purposes. CONCLUSIONS In Victoria, Australia, in 2012 and 2013, the overall number of heroin-related deaths was under-reported by 32% compared with the number of deaths currently identified by the Australian Bureau of Statistics and reported by the Australian Institute of Health and Welfare.
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Affiliation(s)
- Nathan C Stam
- Department of Forensic Medicine, Monash University, Melbourne, Australia.,Department of Community Emergency Health and Paramedic Practice, Monash University, Melbourne, Australia
| | - Dimitri Gerostamoulos
- Department of Forensic Medicine, Monash University, Melbourne, Australia.,Victorian Institute of Forensic Medicine, Melbourne, Australia
| | - Jennifer L Pilgrim
- Department of Forensic Medicine, Monash University, Melbourne, Australia
| | - Karen Smith
- Department of Community Emergency Health and Paramedic Practice, Monash University, Melbourne, Australia.,Centre for Research and Evaluation, Ambulance Victoria, Melbourne, Australia.,Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Lauren Moran
- Mortality Data Centre, Health and Vital Statistics Section, Australian Bureau of Statistics, Brisbane, Australia
| | - Sarah Parsons
- Department of Forensic Medicine, Monash University, Melbourne, Australia.,Victorian Institute of Forensic Medicine, Melbourne, Australia
| | - Olaf H Drummer
- Department of Forensic Medicine, Monash University, Melbourne, Australia
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12
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Jones JM, Koski L, Khan M, Brady S, Sunenshine R, Komatsu KK. Coccidioidomycosis: An underreported cause of death-Arizona, 2008-2013. Med Mycol 2018; 56:172-179. [PMID: 28595294 DOI: 10.1093/mmy/myx041] [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: 12/06/2016] [Accepted: 05/04/2017] [Indexed: 12/25/2022] Open
Abstract
In Arizona during 1997-2013, coccidioidomycosis increased from 21 to 90 cases/100,000 population, but coccidioidomycosis-associated deaths remained stable at 3-6 deaths/million population. We used the capture-recapture method by using death certificates and hospital discharge data to more fully estimate the total number of coccidioidomycosis-attributable deaths and compared this with published estimates. Death certificates were included if any cause of death included coccidioidomycosis; hospital discharge data deaths were included if any discharge diagnosis included coccidioidomycosis and laboratory confirmation. Among deaths during 2008-2013, we identified 529 coccidioidomycosis-attributable deaths from death certificates and 560 from hospital discharge data, with 251 deaths identified in both databases. Capture-recapture estimated 1,178 total coccidioidomycosis-attributable deaths, compared with 164 deaths (underlying cause of death) or 529 deaths (any cause of death) on death certificates. Coccidioidomycosis-attributable deaths are underreported from two- to sevenfold on Arizona death certificates, demonstrating an education need for death certifiers to document coccidioidomycosis mortality.
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Affiliation(s)
- Jefferson M Jones
- Centers for Disease Control and Prevention, Atlanta, Georgia, USA; Maricopa County Department of Public Health, Phoenix, Arizona, USA; and Arizona Department of Health Services, Phoenix, Arizona, USA
| | - Lia Koski
- Maricopa County Department of Public Health, Phoenix, Arizona, USA
| | - Mohammed Khan
- Arizona Department of Health Services, Phoenix, Arizona, USA; and Department of Epidemiology and Laney Graduate School, Emory University, Atlanta, GA, USA
| | - Shane Brady
- Arizona Department of Health Services, Phoenix, Arizona, USA
| | - Rebecca Sunenshine
- Centers for Disease Control and Prevention, Atlanta, Georgia, USA; and Maricopa County Department of Public Health, Phoenix, Arizona, USA
| | - Ken K Komatsu
- Arizona Department of Health Services, Phoenix, Arizona, USA
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13
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Nechuta SJ, Tyndall BD, Mukhopadhyay S, McPheeters ML. Sociodemographic factors, prescription history and opioid overdose deaths: a statewide analysis using linked PDMP and mortality data. Drug Alcohol Depend 2018; 190:62-71. [PMID: 29981943 PMCID: PMC11017380 DOI: 10.1016/j.drugalcdep.2018.05.004] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 05/08/2018] [Accepted: 05/08/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Opioid overdose deaths have continued to rise in Tennessee (TN) with fentanyl emerging as a major contributor. Current data are needed to identify at-risk populations to guide prevention strategies. We conducted a large statewide observational study among TN adult decedents (2013-2016) to evaluate the association of sociodemographic factors and prescribing patterns with opioid overdose deaths. METHODS Among drug overdose decedents identified using death certificate data (n = 5483), we used logistic regression to estimate adjusted odds ratios and 95% confidence intervals for characteristics associated with prescription opioid (PO) (excluding fentanyl), fentanyl, and heroin alone overdoses. Among decedents linked to TN's Prescription Drug Monitoring Database using deterministic algorithms, we obtained prescription history in the year before death (n = 3971), which was evaluated by type of overdose using descriptive statistics. RESULTS Younger, non-White decedents had lower odds of PO overdose, while females and benzodiazepines as a contributing cause were associated with increased odds of PO overdose. Younger age, Non-Hispanic Black race/ethnicity, greater than high school education, and cocaine/other stimulants as a contributing cause were associated with increased odds of fentanyl or heroin overdoses. Over 55% of PO, 39.2% of fentanyl, and 20.7% of heroin overdoses had an active opioid prescription at death. For PO, fentanyl, and heroin decedents, respectively, 46.0%, 30.5%, and 26.2% had an active prescription for benzodiazepines at death. CONCLUSIONS Prescription opioid overdose deaths were associated with different sociodemographic profiles and prescribing history compared to fentanyl and heroin overdose deaths in TN. Data can guide prevention strategies to reduce opioid overdose mortality.
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Affiliation(s)
- Sarah J Nechuta
- Tennessee Department of Health, Office of Informatics and Analytics, 665 Mainstream Drive, Nashville, TN, 37243, United States; Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, 2525 West End Avenue, Nashville, TN, 37240, United States.
| | - Benjamin D Tyndall
- Tennessee Department of Health, Office of Informatics and Analytics, 665 Mainstream Drive, Nashville, TN, 37243, United States
| | - Sutapa Mukhopadhyay
- Tennessee Department of Health, Office of Informatics and Analytics, 665 Mainstream Drive, Nashville, TN, 37243, United States
| | - Melissa L McPheeters
- Tennessee Department of Health, Office of Informatics and Analytics, Andrew Johnson Tower, 7th Floor, 710 James Robertson Parkway, Nashville, TN, 37243, United States; Department of Health Policy, Vanderbilt University Medical Center, 2525 West End Ave, Suite 1200, Nashville, TN, 37203, United States
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Pizzicato LN, Drake R, Domer-Shank R, Johnson CC, Viner KM. Beyond the walls: Risk factors for overdose mortality following release from the Philadelphia Department of Prisons. Drug Alcohol Depend 2018; 189:108-115. [PMID: 29908410 DOI: 10.1016/j.drugalcdep.2018.04.034] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Revised: 04/18/2018] [Accepted: 04/20/2018] [Indexed: 11/29/2022]
Abstract
BACKGROUND High overdose mortality after release from state prison systems is well documented; however, little is known about overdose mortality following release from local criminal justice systems (CJS). The purpose of this study was to assess overdose mortality following release from a local CJS in Philadelphia, PA. METHODS We conducted a retrospective cohort study of individuals released to the community from a local CJS between 2010 and 2016. Incarceration records were linked to overdose fatality data from the Medical Examiner's Office and death certificate records. All-cause, overdose, and non-overdose mortality were examined. RESULTS Of the 82,780 individuals released between 2010 and 2016, 2,522 (3%) died from any cause, of which 837 (33%) succumbed to overdose. Individuals released from incarceration had higher risk of overdose death compared to the non-incarcerated population (Standardized Mortality Ratio [SMR]: 5.29, 95% CI 4.93-5.65), and risk was greatest during the first two weeks following release (SMR: 36.91, 95% CI: 29.92-43.90). Among released individuals, black, non-Hispanic individuals (Hazard Rate [HR]: 0.17, 95% CI: 0.14-0.19) and Hispanic individuals (HR: 0.41, 95% CI: 0.34-0.50) were at lower risk for overdose than white, non-Hispanic individuals. Individuals released with a serious mental illness (SMI) were at higher risk of overdose (HR: 1.54, 95% CI: 1.27-1.87) than those without a SMI. DISCUSSION Previously incarcerated individuals are at high risk of overdose death following release from a local CJS, especially in the earliest weeks following release. Prevention measures including behavioral health treatment and referral and take-home naloxone may reduce overdose mortality after release.
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Affiliation(s)
- Lia N Pizzicato
- Philadelphia Department of Public Health, Opioid Surveillance, Epidemiology, and Prevention Program, 1101 Market St., Suite 1320, Philadelphia, PA 19107, USA; CSTE Applied Epidemiology Fellowship, 2872 Woodcock Blvd., Suite 250, Atlanta, GA 30341, USA.
| | - Rebecca Drake
- Philadelphia Department of Public Health, Medical Examiner's Office, 321 University Ave., Philadelphia, PA 19104, USA
| | - Reed Domer-Shank
- Philadelphia Department of Prisons, 7901 State Rd., Philadelphia, PA 19136, USA
| | - Caroline C Johnson
- Philadelphia Department of Public Health, Office of the Health Commissioner, 1101 Market St., Suite 1320, Philadelphia, PA 19107, USA
| | - Kendra M Viner
- Philadelphia Department of Public Health, Opioid Surveillance, Epidemiology, and Prevention Program, 1101 Market St., Suite 1320, Philadelphia, PA 19107, USA
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15
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Ruhm CJ. Corrected US opioid-involved drug poisoning deaths and mortality rates, 1999-2015. Addiction 2018; 113:1339-1344. [PMID: 29430760 DOI: 10.1111/add.14144] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 11/27/2017] [Accepted: 12/20/2017] [Indexed: 01/19/2023]
Abstract
BACKGROUND AND AIMS Most prior estimates of opioid-involved drug poisoning mortality counts or rates are understated because the specific drugs leading to death are frequently not identified on death certificates. This analysis provides corrected national estimates of opioid and heroin/synthetic opioid-involved counts and mortality rates, as well as changes over time in them from 1999 to 2015. METHODS Data on drug poisoning deaths to US residents from 1999 to 2015, obtained from the Centers for Disease Control and Prevention (CDC) Multiple Cause of Death (MCOD) files, were used with the drugs involved in fatal overdoses imputed when not identified on the death certificates. RESULTS The official CDC figure that 33 091 drug deaths involved opioids in 2015 is an undercount, with the actual number being approximately 39 999. Corrected counts and rates of any opioid and heroin/synthetic opioid-involved drug deaths are 20-35% higher in every year than reported figures. The corrections almost always raise the changes estimated to have occurred since 1999, with the largest differences observed in 2011 for any opioids (5677 deaths and 1.7 per 100 000) and in 2015 for heroin/synthetic opioids (3228 deaths and 1.0 per 100 000). However, percentage growth since 1999 is sometimes slower when based on corrected rather than reported fatality data, and with sensitivity to the choice of base years. CONCLUSIONS Death certificate reports understate the prevalence of and changes over time in opioid and heroin/synthetic opioid-involved drug mortality in the United States. Adjustments imputing the drugs involved for cases where none are identified on the death certificates are likely to provide more accurate estimates.
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Affiliation(s)
- Christopher J Ruhm
- Frank Batten School of Leadership and Public Policy, University of Virginia, Charlottesville, VA, USA
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16
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Stam NC, Pilgrim JL, Drummer OH, Smith K, Gerostamoulos D. Catch and release: evaluating the safety of non-fatal heroin overdose management in the out-of-hospital environment. Clin Toxicol (Phila) 2018; 56:1135-1142. [DOI: 10.1080/15563650.2018.1478093] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Affiliation(s)
- Nathan C. Stam
- Department of Forensic Medicine, Monash University, Melbourne, Australia
- Department of Community Emergency Health and Paramedic Practice, Monash University, Melbourne, Australia
| | | | - Olaf H. Drummer
- Department of Forensic Medicine, Monash University, Melbourne, Australia
| | - Karen Smith
- Department of Community Emergency Health and Paramedic Practice, Monash University, Melbourne, Australia
- Centre for Research and Evaluation, Ambulance Victoria, Melbourne, Australia
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Dimitri Gerostamoulos
- Department of Forensic Medicine, Monash University, Melbourne, Australia
- Victorian Institute of Forensic Medicine, Melbourne, Australia
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17
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Horon IL, Singal P, Fowler DR, Sharfstein JM. Standard Death Certificates Versus Enhanced Surveillance to Identify Heroin Overdose-Related Deaths. Am J Public Health 2018; 108:777-781. [PMID: 29672148 DOI: 10.2105/ajph.2018.304385] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
OBJECTIVES To compare 2 approaches to identifying heroin-related deaths in cases of overdose: standard death certificates and enhanced surveillance. METHODS We reviewed Maryland death certificates from 2012 to 2015 in cases of overdose to determine specific mentions of heroin. Counts were compared with estimates obtained through an enhanced surveillance approach that included a protocol considering cause of death, toxicology, and scene investigation findings. RESULTS Death certificates identified 1130 heroin-related deaths. Enhanced surveillance identified 2182 cases, nearly double the number found through the standard approach. The major factors supporting enhanced surveillance in identifying cases were the presence of morphine, either alone or in combination with quinine, and scene investigation information suggesting heroin use. CONCLUSIONS Death certificates, the primary source of state and national data on overdose deaths, may underestimate the contribution of heroin to drug-related mortality. Enhanced surveillance efforts should be considered to allow a better understanding of the contribution of heroin to the overdose crisis. Public Health Implications. If enhanced surveillance can be incorporated into the death certificate process, national data on overdoses may better reflect the contribution of heroin to the opioid crisis.
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Affiliation(s)
- Isabelle L Horon
- At the time of this study, Isabelle L. Horon, Pooja Singal, and Joshua M. Sharfstein were with the Maryland Department of Health and Mental Hygiene, Baltimore. David R. Fowler is the chief medical examiner, State of Maryland
| | - Pooja Singal
- At the time of this study, Isabelle L. Horon, Pooja Singal, and Joshua M. Sharfstein were with the Maryland Department of Health and Mental Hygiene, Baltimore. David R. Fowler is the chief medical examiner, State of Maryland
| | - David R Fowler
- At the time of this study, Isabelle L. Horon, Pooja Singal, and Joshua M. Sharfstein were with the Maryland Department of Health and Mental Hygiene, Baltimore. David R. Fowler is the chief medical examiner, State of Maryland
| | - Joshua M Sharfstein
- At the time of this study, Isabelle L. Horon, Pooja Singal, and Joshua M. Sharfstein were with the Maryland Department of Health and Mental Hygiene, Baltimore. David R. Fowler is the chief medical examiner, State of Maryland
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Xaverius PK, Wambuguh L, Ward C, Salas J, Alleman E, Young J, Berkemeier J. Are Statutory Requirements Followed in the Certification of Traumatic, Unexpected, and Unattended Deaths in Missouri? J Forensic Sci 2018; 63:1756-1760. [PMID: 29603226 DOI: 10.1111/1556-4029.13785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Revised: 02/26/2018] [Accepted: 03/08/2018] [Indexed: 11/30/2022]
Abstract
Medical examiners and coroners (ME/Cs) investigate deaths important to public health. This cross-sectional study evaluated 343,412 death certificates from 2007 to 2012 in Missouri. We examined agreement between cause and manner of death by year and ME/C contact as well as 2010-2012 trends in ME/C contact. There was near perfect agreement between cause and manner of death when an ME/C was contacted (kappa=0.97, p < 0.0001) and a significant increase in the proportion of deaths with ME/C contact from 2010 to 2012 (p =< 0.0001). There was a significantly higher proportion of ME/C-certified deaths using the electronic system in 2010-2012 (aOR = 1.18, 95% CI 1.15, 1.21) compared to the manual system in 2007-2009. Black, non-Hispanic (aOR = 1.50, 95% CI 1.43,1.57) and Hispanic (aOR = 1.31, 95% CI 1.13, 1.51) deaths, compared to White, non-Hispanic deaths, were associated with a significantly greater odds of ME/C certification. Race as an independent predictor of ME/C death certification warrants further research.
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Affiliation(s)
- Pamela K Xaverius
- College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette, Saint Louis, MO, 63104
| | - Loise Wambuguh
- Missouri Department of Health and Senior Services, Jefferson City, MO
| | - Craig Ward
- Missouri Department of Health and Senior Services, Jefferson City, MO
| | - Joanne Salas
- School of Medicine, Saint Louis University, Saint Louis, MO
| | | | - Jeffrey Young
- Department of Microbiology, University of Florida, Gainesville, FL
| | - Jessica Berkemeier
- Vermont Department of Health and Emergency Preparedness, Response, and Injury Prevention, Burlington, VT
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Hurstak E, Rowe C, Turner C, Behar E, Cabugao R, Lemos NP, Burke C, Coffin P. Using medical examiner case narratives to improve opioid overdose surveillance. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2018; 54:35-42. [PMID: 29353022 DOI: 10.1016/j.drugpo.2017.12.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Revised: 12/14/2017] [Accepted: 12/22/2017] [Indexed: 01/19/2023]
Abstract
BACKGROUND Current opioid overdose mortality surveillance methods do not capture the complexity of the overdose epidemic. Most rely on death certificates, which may underestimate both opioid analgesic and heroin deaths. Categorizing deaths using other characteristics from the death record including route of drug administration may provide useful information to design and evaluate overdose prevention interventions. METHODS We reviewed California Electronic Death Reporting System records and San Francisco Office of the Chief Medical Examiner (OCME) toxicology reports and investigative case narratives for all unintentional opioid overdose deaths in San Francisco County from 2006 to 2012. We chose this time period because it encompassed a period of evolution in local opioid use patterns and expansion of overdose prevention efforts. We created a classification system for heroin-related and injection-related opioid overdose deaths and compared demographic, death scene, and toxicology characteristics among these groups. RESULTS We identified 816 unintentional opioid overdose deaths. One hundred fifty-two (19%) were standard heroin deaths, as designated by the OCME or by the presence of 6-monoacetylmorphine. An "expanded" classification for heroin deaths incorporating information from toxicology reports and case narratives added 20 additional heroin deaths (13% increase), accounting for 21% of all opioid deaths. Two hundred five deaths (25%) were injection-related, 60% of which were attributed to heroin. A combined classification of expanded heroin and injection-related deaths accounted for 31% of opioid overdose deaths during this period. CONCLUSIONS Using additional sources of information to classify opioid overdose cases resulted in a modest increase in the count of heroin overdose deaths but identified a substantial number of non-heroin injection-related opioid analgesic deaths. Including the route of administration in the characterization of opioid overdose deaths can identify meaningful subgroups of opioid users to enhance surveillance efforts and inform targeted public health programming including overdose prevention programs.
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Affiliation(s)
- Emily Hurstak
- Division of General Internal Medicine, University of California, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.
| | - Christopher Rowe
- Substance Use Research Unit, San Francisco Department of Public Health, San Francisco, CA, USA
| | - Caitlin Turner
- Substance Use Research Unit, San Francisco Department of Public Health, San Francisco, CA, USA
| | - Emily Behar
- Substance Use Research Unit, San Francisco Department of Public Health, San Francisco, CA, USA
| | - Rachel Cabugao
- Substance Use Research Unit, San Francisco Department of Public Health, San Francisco, CA, USA
| | - Nikolas P Lemos
- Department of Laboratory Medicine, University of California, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA
| | - Catherine Burke
- Division of Internal Medicine, University of California School of Medicine, San Francisco, CA, USA
| | - Phillip Coffin
- Substance Use Research Unit, San Francisco Department of Public Health, San Francisco, CA, USA.
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20
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Ruhm CJ. Drug involvement in fatal overdoses. SSM Popul Health 2017; 3:219-226. [PMID: 29349219 PMCID: PMC5769014 DOI: 10.1016/j.ssmph.2017.01.009] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Revised: 01/27/2017] [Accepted: 01/28/2017] [Indexed: 12/04/2022] Open
Abstract
Death certificate data from the Multiple Cause of Death (MCOD) files were analyzed to better understand the drug categories most responsible for the increase in fatal overdoses occurring between 1999 and 2014. Statistical adjustment methods were used to account for the understatement in reported drug involvement occurring because death certificates frequently do not specify which drugs were involved in the deaths. The frequency of combination drug use introduced additional uncertainty and so a distinction was made between any versus exclusive drug involvement. Many results were sensitive to the starting and ending years chosen for examination. Opioid analgesics played a major role in the increased drug deaths for analysis windows starting in 1999 but other drugs, particularly heroin, became more significant for recent time periods. Combination drug use was important for all time periods and needs to be accounted for when designing policies to slow or reverse the increase in overdose deaths.
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Affiliation(s)
- Christopher J. Ruhm
- Frank Batten School of Leadership and Public Policy, University of Virginia, USA, P.O. Box 400893, Charlottesville, VA 22904-4893, United States
- National Bureau of Economic Research, Cambridge, MA, United States
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21
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Stam NC, Gerostamoulos D, Dietze PM, Parsons S, Smith K, Lloyd B, Pilgrim JL. The attribution of a death to heroin: A model to help improve the consistent and transparent classification and reporting of heroin-related deaths. Forensic Sci Int 2017; 281:18-28. [DOI: 10.1016/j.forsciint.2017.10.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Revised: 09/11/2017] [Accepted: 10/10/2017] [Indexed: 10/18/2022]
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Geographic Variation in Opioid and Heroin Involved Drug Poisoning Mortality Rates. Am J Prev Med 2017; 53:745-753. [PMID: 28797652 DOI: 10.1016/j.amepre.2017.06.009] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2017] [Revised: 05/09/2017] [Accepted: 06/07/2017] [Indexed: 10/19/2022]
Abstract
INTRODUCTION An important barrier to formulating effective policies to address the rapid rise in U.S. fatal overdoses is that the specific drugs involved are frequently not identified on death certificates. This analysis supplies improved estimates of state opioid and heroin involved drug fatality rates in 2014, and changes from 2008 to 2014. METHODS Reported mortality rates were calculated directly from death certificates and compared to corrected rates that imputed drug involvement when no drug was specified. The analysis took place during 2016-2017. RESULTS Nationally, corrected opioid and heroin involved mortality rates were 24% and 22% greater than reported rates. The differences varied across states, with particularly large effects in Pennsylvania, Indiana, and Louisiana. Growth in corrected opioid mortality rates, from 2008 to 2014, were virtually the same as reported increases (2.5 deaths per 100,000 people) whereas changes in corrected heroin death rates exceeded reported increases (2.7 vs 2.3 per 100,000). Without corrections, opioid mortality rate changes were considerably understated in Pennsylvania, Indiana, New Jersey, and Arizona, but dramatically overestimated in South Carolina, New Mexico, Ohio, Connecticut, Florida, and Kentucky. Increases in heroin death rates were understated in most states, and by large amounts in Pennsylvania, Indiana, New Jersey, Louisiana, and Alabama. CONCLUSIONS The correction procedures developed here supply a more accurate understanding of geographic differences in drug poisonings and supply important information to policymakers attempting to reduce or slow the increase in fatal drug overdoses.
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Schatman ME, Ziegler SJ. Pain management, prescription opioid mortality, and the CDC: is the devil in the data? J Pain Res 2017; 10:2489-2495. [PMID: 29118585 PMCID: PMC5659223 DOI: 10.2147/jpr.s153322] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
- Michael E Schatman
- Research and Network Development, Boston Pain Care, Waltham, MA
- Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA
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24
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Lucyk SN, Nelson LS. Toxicosurveillance in the US opioid epidemic. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2017; 46:168-171. [PMID: 28735771 DOI: 10.1016/j.drugpo.2017.05.057] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Revised: 05/25/2017] [Accepted: 05/30/2017] [Indexed: 10/19/2022]
Affiliation(s)
- Scott N Lucyk
- Department of Emergency Medicine, University of Calgary, Calgary, Alberta, Canada; Poison and Drug Information Service (PADIS), Alberta Health Services, 1403-29 Street NW, Calgary, Alberta, T2N 2T9, Canada.
| | - Lewis S Nelson
- Rutgers New Jersey Medical School, 185 S Orange Ave, Newark, NJ, 07103, USA
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Williams KE, Freeman MD, Mirigian L. Drug Overdose Surveillance and Information Sharing via a Public Database: The Role of the Medical Examiner/Coroner. Acad Forensic Pathol 2017; 7:60-72. [PMID: 31239957 PMCID: PMC6474468 DOI: 10.23907/2017.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Accepted: 02/04/2017] [Indexed: 11/12/2022]
Abstract
The medical examiner/coroner (ME/C) death scene investigation systems of the United States play a pivotal role in the current public health crisis created by the expanding drug dependency epidemic in the United States. The first point of recognition of a drug-related death in a community is often the local ME/C agency. This circumstance places these entities in an ideal position to provide surveillance data regarding the epidemiology of drug-related deaths occurring within the jurisdiction of the agency. The ability to surveil for the distribution and determinants among drug-related deaths at the first point of contact enhances the capacity to recognize actionable trends at the local, state, and national levels, including the ability to identify secular (longer-term) trends among various drugs and population subgroups, as well as activity spikes (outbreaks) associated with high-potency formulations and drug combinations. In this article, we describe the development and implementation of an online website that provides public access to a wide array of drug-related death surveillance resources and tools. The website gives users access to a detailed dataset that includes information regarding specific drugs, demographic information pertaining to the decedent, and to investigational findings related to the circumstances of the death. A unique aspect of the database is that it is populated by ME/C agencies and accessed by the public with no intermediary agency, so that the lag time between the identification and investigation of the death as drug-related and community knowledge of the circumstances of the death is minimized. Wide dissemination of accurate drug death surveillance information in an easily accessible and customizable format promotes societal awareness of the drug death epidemic, but also provides information to public health, law enforcement, regulatory, and other community-based organizations that can benefit from the most up-to-date knowledge. We envision a national system of surveillance at the regional ME/C level that would allow for optimal information dissemination and sharing. Such a system would likely allow for more efficacious allocation of resources at the regional and national level.
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Affiliation(s)
- Karl E. Williams
- Allegheny County Office of the Medical Examiner and University
of Pittsburgh, School of Pharmacy
| | - Michael D. Freeman
- Oregon Health & Science University School of Medicine -
Department of Psychiatry
| | - Lynn Mirigian
- Program Evaluation and Research Unit, University of Pittsburgh,
School of Pharmacy
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26
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Lozano JG, Healy NL, Kimberley Molina D. The Prevalence of Paraphernalia Found at the Scene of Drug-Related Deaths. J Forensic Sci 2016; 62:691-694. [DOI: 10.1111/1556-4029.13329] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Revised: 08/14/2016] [Accepted: 08/20/2016] [Indexed: 11/30/2022]
Affiliation(s)
- Jason G. Lozano
- Forensic Pathology Fellow; Bexar County Medical Examiner's Office; 7337 Louis Pasteur Drive San Antonio TX 78229-4565
| | - Nicole L. Healy
- Forensic Pathology Fellow; Bexar County Medical Examiner's Office; 7337 Louis Pasteur Drive San Antonio TX 78229-4565
| | - D. Kimberley Molina
- Forensic Pathology Fellow; Bexar County Medical Examiner's Office; 7337 Louis Pasteur Drive San Antonio TX 78229-4565
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Identifying cases of heroin toxicity where 6-acetylmorphine (6-AM) is not detected by toxicological analyses. Forensic Sci Med Pathol 2016; 12:388-9. [DOI: 10.1007/s12024-016-9783-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/11/2016] [Indexed: 10/21/2022]
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Ellis AD, McGwin G, Davis GG, Dye DW. Identifying cases of heroin toxicity where 6-acetylmorphine (6-AM) is not detected by toxicological analyses. Forensic Sci Med Pathol 2016; 12:243-7. [PMID: 27114260 PMCID: PMC4967084 DOI: 10.1007/s12024-016-9780-2] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2016] [Indexed: 11/29/2022]
Abstract
PURPOSE Heroin has a half-life of 2-6 min and is metabolized too quickly to be detected in autopsy samples. The presence of 6-acetylmophine (6-AM) in urine, blood, or other samples is convincing evidence of heroin use by a decedent, but 6-AM itself has a half-life of 6-25 min before it is hydrolyzed to morphine, so 6-AM may not be present in sufficient concentration to detect in postmortem samples. Codeine is often present in heroin preparations as an impurity and is not a metabolite of heroin. Studies report that a ratio of morphine to codeine greater than one indicates heroin use. We hypothesize that the ratio of morphine to codeine in our decedents abusing drugs intravenously will be no different in individuals with 6-AM present than in individuals where no 6-AM is detected, and we report our study of this hypothesis. METHODS All accidental deaths investigated by the Jefferson County Coroner/Medical Examiner Office from 2010 to 2013 with morphine detected in blood samples collected at autopsy were reviewed. Five deaths where trauma caused or contributed to death were excluded from the review. The presence or absence of 6-AM and the concentrations of morphine and codeine were recorded for each case. The ratio of morphine to codeine was calculated for all decedents. Any individual in whom no morphine or codeine was detected in a postmortem sample was excluded from further study. Absence or presence of drug paraphernalia or evidence of intravascular (IV) drug use was documented in each case to identify IV drug users. The proportion of the IV drug users with and without 6-AM present in a postmortem sample was compared to the M/C ratio for the individuals. RESULTS Of the 230 deaths included in the analysis, 103 IV drug users with quantifiable morphine and codeine in a postmortem sample were identified allowing for calculation of an M/C ratio. In these IV drug users, the M/C ratio was greater than 1 in 98 % of decedents. When controlling for the absence or presence of 6-AM there was no statistically significant difference in the proportion of IV drug users when compared to non IV drug users with an M/C ratio of greater than 1 (p = 1.000). CONCLUSION The M/C ratio in IV drug users, if greater than 1, is seen in deaths due to heroin toxicity where 6-AM is detected in a postmortem sample. This study provides evidence that a M/C ratio greater than one in an IV drug user is evidence of a death due to heroin toxicity even if 6-AM is not detected in the blood. Using the M/C ratio, in addition to scene and autopsy findings, provides sufficient evidence to show heroin is the source of the morphine and codeine. Listing heroin as a cause or contributing factor in deaths with evidence of IV drug abuse and where the M/C ratio exceeds 1 will improve identification of heroin fatalities, which will allow better allocation of resources for public health initiatives.
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Affiliation(s)
- Ashley D Ellis
- Virginia Commonwealth University School of Medicine, 1101 E. Marshall Street, PO Box 980662, Richmond, VA, 23298, USA
| | - Gerald McGwin
- University of Alabama at Birmingham, 1515 6th Ave. S, Birmingham, AL, 35233, USA
| | - Gregory G Davis
- University of Alabama at Birmingham, 1515 6th Ave. S, Birmingham, AL, 35233, USA
| | - Daniel W Dye
- University of Alabama at Birmingham, 1515 6th Ave. S, Birmingham, AL, 35233, USA.
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Ruhm CJ. Drug poisoning deaths in the United States, 1999-2012: a statistical adjustment analysis. Popul Health Metr 2016; 14:2. [PMID: 26778921 PMCID: PMC4714527 DOI: 10.1186/s12963-016-0071-7] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Accepted: 01/12/2016] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Drug poisoning mortality in the US has risen rapidly but the drugs involved are frequently unspecified on death certificates. METHODS Reported and adjusted proportions of specific drug types involved in fatal drug poisonings were calculated using vital statistics mortality data from 1999 to 2012. The adjusted proportions were those predicted to occur if at least one specific type of drug had been identified on the death certificates of all poisoning fatalities. RESULTS Adjusted involvement rates of opioid analgesic mentions in 2012 were 54.3 % (95 % confidence interval [CI]: 53.6 %-55 %), 40.8 % higher than the reported 38.6 % rate. Adjusted rates for all narcotics, other narcotics, sedatives, or psychotropics, and multiple drug use were 81.5 % (95 % CI: 80.9 %-82.2 %), 38.4 % (95 % CI: 37.8 %-39 %), 30 % (95 % CI: 29.4 %-30.7 %), 26 % (95 % CI: 25.4 %-26.6 %) and 42.8 % (95 % CI: 42.1 %-43.5 %) in 2012, compared to reported proportions of 60.7, 27.9, 18.7, 18 and 26.9 %. The adjustments typically had similar or slightly smaller effects on the estimates in 1999, and larger impacts on subcategories of drug types such benzodiazepines and antipsychotic medications. Based on the adjusted proportions, 22,534, 15,933, 12,457, 10,798, and 17,670 drug deaths in 2012 were estimated to involve opioid analgesics, other narcotics, sedatives, psychotropic medications, and drug combinations, compared to death certificate reports of 16,007, 11,567, 7,754, 7,467, and 11,176. CONCLUSIONS Death certificates substantially understate the involvement of opioid analgesics, sedatives, psychotropics, and drug combinations in fatal drug poisonings. Adjustment procedures that account for cases where only unspecified drugs are reported on death certificates provide more accurate information.
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Affiliation(s)
- Christopher J. Ruhm
- Frank Batten School of Leadership and Public Policy, University of Virginia, Garrett Hall 204, 235 McCormick Road, P.O. Box 400893, Charlottesville, VA 22904-4893 USA
- National Bureau of Economic Research, Cambridge, MA USA
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Dasgupta N, Creppage K, Austin A, Ringwalt C, Sanford C, Proescholdbell SK. Observed transition from opioid analgesic deaths toward heroin. Drug Alcohol Depend 2014; 145:238-41. [PMID: 25456574 DOI: 10.1016/j.drugalcdep.2014.10.005] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 09/15/2014] [Accepted: 10/02/2014] [Indexed: 11/29/2022]
Abstract
BACKGROUND In the United States, overdose mortality from controlled substances has increased over the last two decades, largely involving prescription opioid analgesics. Recently, there has been speculation on a transition away from prescription opioid use toward heroin, however the impact on overdose deaths has not been evaluated. METHODS Time series study of North Carolina residents, 2007 through 2013. Monthly ratio of prescription opioid-to-heroin overdose deaths. Non-parametric local regression models used to ascertain temporal shifts from overdoses involving prescription opioids to heroin. RESULTS There were 4332 overdose deaths involving prescription opioids, and 455 involving heroin, including 44 where both were involved (total n = 4743). A gradual 6-year shift toward increasing heroin deaths was observed. In January, 2007, for one heroin death there were 16 opioid analgesic deaths; in December, 2013 there were 3 prescription opioid deaths for each heroin death. The transition to heroin appears to have started prior to the introduction of tamper-resistant opioid analgesics. The age of death among heroin decedents shifted toward younger adults. Most heroin and opioid analgesic deaths occurred in metropolitan areas, with little change between 2007 and 2013. CONCLUSIONS The observed increases in heroin overdose deaths can no longer be considered speculation. Deaths among younger adults were noted to have increased in particular, suggesting new directions for targeting interventions. More research beyond vital statistics is needed to understand the root causes of the shift from prescription opioids to heroin.
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Affiliation(s)
- Nabarun Dasgupta
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, 137 East Franklin Street, Suite 500, Campus Box 7505, Chapel Hill, NC 27599-7505, USA.
| | - Kathleen Creppage
- CDC/CSTE Applied Epidemiology Fellowship, N.C. Department of Health and Human Services, Injury Epidemiology and Surveillance Unit, Division of Public Health, 1915 Mail Service Center, Raleigh, NC 27699-1915, USA.
| | - Anna Austin
- N.C. Department of Health and Human Services, Injury Epidemiology and Surveillance Unit, Injury Violence Prevention Branch Chronic Disease and Injury Section, Division of Public Health, 1915 Mail Service Center, Raleigh, NC 27699-1915, USA.
| | - Christopher Ringwalt
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, 137 East Franklin Street, Suite 500, Campus Box 7505, Chapel Hill, NC 27599-7505, USA.
| | - Catherine Sanford
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, 137 East Franklin Street, Suite 500, Campus Box 7505, Chapel Hill, NC 27599-7505, USA.
| | - Scott K Proescholdbell
- N.C. Department of Health and Human Services, Injury Epidemiology and Surveillance Unit, Injury Violence Prevention Branch Chronic Disease and Injury Section, Division of Public Health, 1915 Mail Service Center, Raleigh, NC 27699-1915, USA.
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