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Solgama JP, Liu E, Davis M, Graham J, McCall KL, Piper BJ. State-level variation in distribution of oxycodone and opioid-related deaths from 2000 to 2021: an ecological study of ARCOS and CDC WONDER data in the USA. BMJ Open 2024; 14:e073765. [PMID: 38453203 PMCID: PMC10921485 DOI: 10.1136/bmjopen-2023-073765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 02/12/2024] [Indexed: 03/09/2024] Open
Abstract
OBJECTIVES This study aims to characterise oxycodone's distribution and opioid-related overdoses in the USA by state from 2000 to 2021. DESIGN This is an observational study. SETTING More than 80 000 Americans died of an opioid overdose in 2021 as the USA continues to struggle with an opioid crisis. Prescription opioids play a substantial role, introducing patients to opioids and providing a supply of drugs that can be redirected to those seeking to misuse them. METHODS The Drug Enforcement Administration annual summary reports from the Automation of Reports and Consolidated Orders System provided weights of oxycodone distributed per state by business type (pharmacies, hospitals and practitioners). Weights were converted to morphine milligram equivalents (MME) per capita and normalised for population. The Centers for Disease Control and Prevention Wide-ranging ONline Data for Epidemiologic Research provided mortality data for heroin, other opioids, methadone, other synthetic narcotics and other/unspecified narcotics. RESULTS There was a sharp 280.13% increase in total MME/person of oxycodone from 2000 to 2010, followed by a slower 54.34% decrease from 2010 to 2021. Florida (2007-2011), Delaware (2003-2020) and Tennessee (2012-2021) displayed consistent and substantial elevations in combined MME/person compared with other states. In the peak year (2010), there was a 15-fold difference between the highest and lowest states. MME/person from only pharmacies, which constituted >94% of the total, showed similar results. Hospitals in Alaska (2000-2001, 2008, 2010-2021), Colorado (2008-2021) and DC (2000-2011) distributed substantially more MME/person over many years compared with other states. Florida stood out in practitioner-distributed oxycodone, with an elevation of almost 15-fold the average state from 2006 to 2010. Opioid-related deaths increased +806% from 2000 to 2021, largely driven by heroin, other opioids and other synthetic narcotics. CONCLUSIONS Oxycodone distribution across the USA showed marked differences between states and business types over time. Investigation of opioid policies in states of interest may provide insight for future actions to mitigate opioid misuse.
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Affiliation(s)
- Jay P Solgama
- Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - Edward Liu
- Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - Mellar Davis
- Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
- Palliative Care, Geisinger Health System, Danville, Pennsylvania, USA
| | - Jove Graham
- Center for Pharmacy Innovation and Outcomes, Geisinger, Danville, Pennsylvania, USA
- Center for Health Research, Danville, Pennsylvania, USA
| | - Kenneth L McCall
- Binghamton University, Binghamton, New York, USA
- University of New England, Portland, Maine, USA
| | - Brian J Piper
- Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
- Center for Pharmacy Innovation and Outcomes, Geisinger, Danville, Pennsylvania, USA
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Madera JD, Ruffino AE, Feliz A, McCall KL, Davis CS, Piper BJ. Declining but Pronounced State-Level Disparities in Prescription Opioid Distribution in the United States. PHARMACY 2024; 12:14. [PMID: 38251408 PMCID: PMC10801547 DOI: 10.3390/pharmacy12010014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 01/04/2024] [Accepted: 01/12/2024] [Indexed: 01/23/2024] Open
Abstract
The United States (US) opioid epidemic is a persistent and pervasive public health emergency that claims the lives of over 80,000 Americans per year as of 2021. There have been sustained efforts to reverse this crisis over the past decade, including a number of measures designed to decrease the use of prescription opioids for the treatment of pain. This study analyzed the changes in federal production quotas for prescription opioids and the distribution of prescription opioids for pain and identified state-level differences between 2010 and 2019. Data (in grams) on opioid production quotas and distribution (from manufacturer to hospitals, retail pharmacies, practitioners, and teaching institutions) of 10 prescription opioids (codeine, fentanyl, hydrocodone, hydromorphone, meperidine, methadone, morphine, oxycodone, oxymorphone, and tapentadol) for 2010 to 2019 were obtained from the US Drug Enforcement Administration. Amounts of each opioid were converted from grams to morphine milligram equivalent (MME), and the per capita distribution by state was calculated using population estimates. Total opioid production quotas increased substantially from 2010 to 2013 before decreasing by 41.5% from 2013 (87.6 MME metric tons) to 2019 (51.3). The peak year for distribution of all 10 prescription opioids was between 2010 and 2013, except for codeine (2015). The largest quantities of opioid distribution were observed in Tennessee (520.70 MME per person) and Delaware (251.45) in 2011 and 2019. There was a 52.0% overall decrease in opioid distribution per capita from 2010 to 2019, with the largest decrease in Florida (-61.6%) and the smallest in Texas (-18.6%). Southern states had the highest per capita distribution for eight of the ten opioids in 2019. The highest to lowest state ratio of total opioid distribution, corrected for population, decreased from 5.25 in 2011 to 2.78 in 2019. The mean 95th/5th ratio was relatively consistent in 2011 (4.78 ± 0.70) relative to 2019 (5.64 ± 0.98). This study found a sustained decline in the distribution of ten prescription opioids during the last five years. Distribution was non-homogeneous at the state level. Analysis of state-level differences revealed a fivefold difference in the 95th:5th percentile ratio between states, which has remained unchanged over the past decade. Production quotas did not correspond with the distribution, particularly in the 2010-2016 period. Future research, focused on identifying factors contributing to the observed regional variability in opioid distribution, could prove valuable to understanding and potentially remediating the pronounced disparities in prescription opioid-related harms in the US.
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Affiliation(s)
- Joshua D. Madera
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA 18509, USA; (J.D.M.); (A.E.R.); (A.F.); (B.J.P.)
| | - Amanda E. Ruffino
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA 18509, USA; (J.D.M.); (A.E.R.); (A.F.); (B.J.P.)
| | - Adriana Feliz
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA 18509, USA; (J.D.M.); (A.E.R.); (A.F.); (B.J.P.)
| | - Kenneth L. McCall
- Department of Pharmacy Practice, University of New England, Portland, ME 04103, USA
- Department of Pharmacy Practice, Binghamton University, Johnson City, NY 13790, USA
| | | | - Brian J. Piper
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA 18509, USA; (J.D.M.); (A.E.R.); (A.F.); (B.J.P.)
- Center for Pharmacy Innovation and Outcomes, Geisinger College of Health Sciences, Danville, PA 18704, USA
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Armbuster YC, Banas BN, Feickert KD, England SE, Moyer EJ, Christie EL, Chughtai S, Giuliani TJ, Halden RU, Graham JH, McCall KL, Piper BJ. Decline and Pronounced Regional Disparities in Medical Cocaine Usage in the United States. J Pharm Technol 2021; 37:278-285. [PMID: 34790964 DOI: 10.1177/87551225211035563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: Cocaine is a stimulant and Schedule II drug used as a local anesthetic and vasoconstrictor. Objective: This descriptive study characterized medical cocaine use in the United States. Methods: Retail drug distribution data from 2002 to 2017 were extracted for each state from the Drug Enforcement Administration, which reports on medical, research, and analytical chemistry use. The percentage of buyers (pharmacies, hospitals, and providers) was obtained. Use per state, corrected for population, was determined. Available cross-sectional data on cocaine use as reported by the Medicare and Medicaid programs for 2013-2017 and electronic medical records were examined. Results: Medical cocaine use decreased by -62.5% from 2002 to 2017. Hospitals accounted for 84.9% and practitioners for 9.9% of cocaine distribution in 2017. The number of pharmacies carrying cocaine dropped by -69.4%. The percentages of hospitals, practitioners, and pharmacies that carried cocaine in 2017 were 38.4%, 2.3%, and 0.3%, respectively. There was a 7-fold difference in 2002 (South Dakota, 76.1 mg/100 persons; Delaware, 10.1 mg/100 persons). Relative to the average state in 2017, those reporting the highest values (Montana, 20.1; North Dakota, 24.1 mg/100 persons) were significantly elevated. Cocaine use within the Medicare and Medicaid programs was negligible. Cocaine use within the Geisinger system was rare from 2002 to 2007 (<4 orders/100 000 patients per year) but increased to 48.7 in 2018. Conclusion and Relevance: If these pharmacoepidemiological patterns continue, licit cocaine may soon become a historical relic. The pharmacology and pharmacotherapeutics education of health care providers may need to be adjusted accordingly.
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Affiliation(s)
| | - Brian N Banas
- Geisinger Commonwealth School of Medicine, Scranton, PA, USA
| | | | | | - Erik J Moyer
- Geisinger Commonwealth School of Medicine, Scranton, PA, USA
| | | | - Sana Chughtai
- Geisinger Commonwealth School of Medicine, Scranton, PA, USA
| | | | - Rolf U Halden
- Arizona State University, Tempe, AZ, USA.,Arizona State University Foundation.,AquaVitas, LLC
| | - Jove H Graham
- Center for Pharmacy Innovation and Outcomes, Danville, PA, USA
| | | | - Brian J Piper
- Geisinger Commonwealth School of Medicine, Scranton, PA, USA.,Center for Pharmacy Innovation and Outcomes, Danville, PA, USA
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The burden of opioid-related mortality in Texas, 1999 to 2019. Ann Epidemiol 2021; 65:72-77. [PMID: 34560252 DOI: 10.1016/j.annepidem.2021.09.004] [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: 10/19/2020] [Revised: 09/07/2021] [Accepted: 09/12/2021] [Indexed: 11/23/2022]
Abstract
PURPOSE To examine and quantify the burden of opioid-related mortality utilizing a serial cross-sectional design of individuals 15 to 64 years of age whose death was related to opioid use from January 1, 1999, to January 31, 2019. METHODS Data was obtained from the CDC WONDER Multiple Cause of Death Online Database, which captures mortality and population estimates across the United States stratified by geography, age, sex, race, and ethnicity. The burden of opioid-related deaths in Texas was evaluated as the proportion of all deaths attributable to this underlying cause of death over the study period and years of potential life lost (YPLL). RESULTS Results revealed that between 1999 and 2019, 19,039 opioid-related deaths occurred among persons age 15 to 64, resulting in an increase of 402% over the study period (from 3.8 per 100,000 in 1999 to 8.2 per 100,000 in 2019). In 2019, the number of opioid-related deaths was highest among males (67.1%), non-Hispanic whites (76.0%), and adults aged 25-54 (74.1%). Overall, in Texas in 2019, opioid-related deaths resulted in 51,743 years of potential life lost (3.2 YPLL per 1000) most of which were among males (36,318 YPLL). Additionally, premature mortality due to opioids was highest among adults aged 25 to 34 years (5.1 YPLL per 1000) , and those aged 35 to 44 years (3.8 YPLL per 1000). CONCLUSIONS We identified a steady yet significant rise in opioid-related mortality in Texas since 1999 and in particular among demographic groups considered at relatively high risk for midlife mortality. This study is also considered the first of its kind to quantify the burden of premature mortality related to opioid overdoses in Texas.
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Everson J, Cheng AK, Patrick SW, Dusetzina SB. Association of Electronic Prescribing of Controlled Substances With Opioid Prescribing Rates. JAMA Netw Open 2020; 3:e2027951. [PMID: 33346845 PMCID: PMC7753903 DOI: 10.1001/jamanetworkopen.2020.27951] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
IMPORTANCE The majority of US states have passed mandates requiring the use of electronic prescribing of controlled substances (EPCS) as a tool to reduce rates of opioid prescribing. It is not known whether increasing use of EPCS will have the intended effect. OBJECTIVE To assess the association between use of EPCS and trends in opioid prescribing. DESIGN, SETTING, AND PARTICIPANTS In this retrospective, longitudinal cohort study of all patients and prescribers in the 50 US states and the District of Columbia from 2010 to 2018, changes in state-level use of EPCS and concurrent changes in opioid prescribing in each state are described. Then the association between changes in the use of EPCS and opioid prescribing are estimated using state and year fixed-effects models that include covariates for policy change and state demographic change. Data Analysis was performed on May 5, 2020. MAIN OUTCOMES AND MEASURES The proportion of controlled substances in each state prescribed using EPCS based on opioid prescriptions per 100 persons and morphine milligram equivalents (MME) of opioids. RESULTS In 2018, the population-weighted percent of opioids prescribed using EPCS was 27%, up from 0% as of 2013. National rates of opioid prescriptions decreased from 78 prescriptions per 100 persons in 2013 to 53 in 2018. Over the same period, there was a decrease from 64 071 MME per 100 persons in 2013 to 40 906 MME per 100 persons in 2018, representing 36% of the 2013 level. By 2018, EPCS increased to 69.4% in states with mandates for its use and 23.6% in states without mandates. In multivariable models, a 10 percentage-point increase in the use of EPCS was associated with an additional 2 prescriptions per 100 persons (95% CI, 1.3-2.8) and a 0.8% (95% CI, 0.06%-1.5%) increase in MME per 100 persons. CONCLUSIONS AND RELEVANCE These data suggest that an increased use of EPCS was not associated with decreased opioid prescribing or a decrease in the amount prescribed and may have been associated with a small increase in opioid prescribing. Opioid prescribing is associated with a variety of social and public health factors, and thus, despite the appeal, EPCS adoption alone may be insufficient to reduce opioid prescribing. Policy makers should consider levers to ensure that EPCS is integrated with outside data and that information is actively used to inform prescribing decisions.
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Affiliation(s)
- Jordan Everson
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Audrey K. Cheng
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Stephen W. Patrick
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Stacie B. Dusetzina
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
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Prescription Opioid Distribution after the Legalization of Recreational Marijuana in Colorado. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17093251. [PMID: 32392702 PMCID: PMC7246665 DOI: 10.3390/ijerph17093251] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 04/23/2020] [Accepted: 04/25/2020] [Indexed: 12/11/2022]
Abstract
There have been dynamic changes in prescription opioid use in the US but the state level policy factors contributing to these are incompletely understood. We examined the association between the legalization of recreational marijuana and prescription opioid distribution in Colorado. Utah and Maryland, two states that had not legalized recreational marijuana, were selected for comparison. Prescription data reported to the Drug Enforcement Administration for nine opioids used for pain (e.g., fentanyl, morphine, hydrocodone, hydromorphone, oxycodone, oxymorphone) and two primarily for opioid use disorder (OUD, methadone and buprenorphine) from 2007 to 2017 were evaluated. Analysis of the interval pre (2007-2012) versus post (2013-2017) marijuana legalization revealed statistically significant decreases for Colorado (P < 0.05) and Maryland (P < 0.01), but not Utah, for pain medications. There was a larger reduction from 2012 to 2017 in Colorado (-31.5%) than the other states (-14.2% to -23.5%). Colorado had a significantly greater decrease in codeine and oxymorphone than the comparison states. The most prevalent opioids by morphine equivalents were oxycodone and methadone. Due to rapid and pronounced changes in prescription opioid distribution over the past decade, additional study with more states is needed to determine whether cannabis policy was associated with reductions in opioids used for chronic pain.
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