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Erschienen in: Journal of Urban Health 1/2019

03.01.2019

Health Care Utilization of Opioid Overdose Decedents with No Opioid Analgesic Prescription History

verfasst von: Ali B. Abbasi, Elizabeth Salisbury-Afshar, Dejan Jovanov, Craig Berberet, Ponni Arunkumar, Steven E. Aks, Jennifer E. Layden, Mai T. Pho

Erschienen in: Journal of Urban Health | Ausgabe 1/2019

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Abstract

Opioid overprescribing is a major driver of the current opioid overdose epidemic. However, annual opioid prescribing in the USA dropped from 782 to 640 morphine milligram equivalents per capita between 2010 and 2015, while opioid overdose deaths increased by 63%. To better understand the role of prescription opioids and health care utilization prior to opioid-related overdose, we analyzed the death records of decedents who died of an opioid overdose in Illinois in 2016 and linked to any existing controlled substance monitoring program (CSMP) and emergency department (ED) or hospital discharge records. We found that of the 1893 opioid-related overdoses, 573 (30.2%) decedents had not filled an opioid analgesic prescription within the 6 years prior to death. Decedents without an opioid prescription were more likely to be black (33.3% vs 20.2%, p < .001), Hispanic (16.3% vs 8.8%, p < .001), and Chicago residents (46.8% vs 25.6%, p < .001) than decedents with at least one filled opioid prescription. Decedents who did not fill an opioid prescription were less likely to die of an overdose involving prescribed opioids (7.3% vs 19.5%, p < .001) and more likely to fatally overdose on heroin (63% vs 50.4%, p < .001) or fentanyl/fentanyl analogues (50.3% vs 41.8%, p = .001). Between 2012 and the time of death, decedents without an opioid prescription had fewer emergency department admissions (2.5 ± 4.2 vs 10.6 ± 15.8, p < .001), were less likely to receive an opioid use disorder diagnosis (41.3% vs 47.5%, p = .052), and were less likely to be prescribed buprenorphine for opioid use disorder treatment (3.3% vs 8.6%, p < .001). Public health interventions have often focused on opioid prescribing and the use of CSMPs as the core preventive measures to address the opioid crisis. We identified a subset of individuals in Illinois who may not be impacted by such interventions. Additional research is needed to understand what strategies may be successful among high-risk populations that have limited opioid analgesic prescription history and low health care utilization.
Fußnoten
1
We are using the terminology CSMP to more accurately describe these databases, which house information about receipt of controlled substance prescriptions (as opposed to all prescriptions) that are obtained in retail pharmacies.
 
2
AL, AR, AZ, CA, CO, FL, GA, IA, ID, IL, IN, KS, KY, LA, MA, MD, MI, MN, MO, MS, NC, ND, NE, NH, NV, NY, OH, OK, OR, PA, TN, TX, UT, VA, WI.
 
Literatur
1.
Zurück zum Zitat Kochanek KD, Murphy S, Xu J, Arias E. Mortality in the United States, 2016. NCHS Data Brief. 2017;293:1–8. Kochanek KD, Murphy S, Xu J, Arias E. Mortality in the United States, 2016. NCHS Data Brief. 2017;293:1–8.
3.
Zurück zum Zitat Cicero TJ, Ellis MS, Surratt HL, Kurtz SP. The changing face of heroin use in the United States: a retrospective analysis of the past 50 years. JAMA Psychiat. 2014;71(7):821–6.CrossRef Cicero TJ, Ellis MS, Surratt HL, Kurtz SP. The changing face of heroin use in the United States: a retrospective analysis of the past 50 years. JAMA Psychiat. 2014;71(7):821–6.CrossRef
5.
Zurück zum Zitat Compton WM, Jones CM, Baldwin GT. Relationship between nonmedical prescription-opioid use and heroin use. N Engl J Med. 2016;374(2):154–63.CrossRefPubMed Compton WM, Jones CM, Baldwin GT. Relationship between nonmedical prescription-opioid use and heroin use. N Engl J Med. 2016;374(2):154–63.CrossRefPubMed
6.
Zurück zum Zitat Morgan L, Weaver M, Sayeed Z, Orr R. The use of prescription monitoring programs to reduce opioid diversion and improve patient safety. J Pain Palliat Care Pharmacother. 2013;27:4–9.CrossRefPubMed Morgan L, Weaver M, Sayeed Z, Orr R. The use of prescription monitoring programs to reduce opioid diversion and improve patient safety. J Pain Palliat Care Pharmacother. 2013;27:4–9.CrossRefPubMed
7.
Zurück zum Zitat Dowell D, Zhang K, Noonan RK, Hockenberry JM. Mandatory provider review and pain clinic laws reduce the amounts of opioids prescribed and overdose death rates. Health Aff (Millwood). 2016;35(10):1876–83.CrossRef Dowell D, Zhang K, Noonan RK, Hockenberry JM. Mandatory provider review and pain clinic laws reduce the amounts of opioids prescribed and overdose death rates. Health Aff (Millwood). 2016;35(10):1876–83.CrossRef
8.
Zurück zum Zitat Patrick SW, Fry CE, Jones TF, Buntin MB. Implementation of prescription drug monitoring programs associated with reductions in opioid-related death. Health Aff (Millwood). 2016;35(7):1324–32.CrossRef Patrick SW, Fry CE, Jones TF, Buntin MB. Implementation of prescription drug monitoring programs associated with reductions in opioid-related death. Health Aff (Millwood). 2016;35(7):1324–32.CrossRef
9.
Zurück zum Zitat Reifler LM, Droz D, Bailey JE, Schnoll SH, Fant R, Dart RC, et al. Do prescription monitoring programs impact state trends in opioid abuse/misuse? Pain Med. 2012;13:434–42.CrossRefPubMed Reifler LM, Droz D, Bailey JE, Schnoll SH, Fant R, Dart RC, et al. Do prescription monitoring programs impact state trends in opioid abuse/misuse? Pain Med. 2012;13:434–42.CrossRefPubMed
10.
Zurück zum Zitat Patrick SW, Carrie EF, Jones TF, Buntin MB. Implementation of prescription drug monitoring programs associated with reductions in opioid-related death rates. Health Aff. 2016;35(7):1324–32.CrossRef Patrick SW, Carrie EF, Jones TF, Buntin MB. Implementation of prescription drug monitoring programs associated with reductions in opioid-related death rates. Health Aff. 2016;35(7):1324–32.CrossRef
11.
Zurück zum Zitat Bryce P. Do more robust prescription drug monitoring programs reduce prescription opioid overdose? Addiction. 2017;112(10):1773–83.CrossRef Bryce P. Do more robust prescription drug monitoring programs reduce prescription opioid overdose? Addiction. 2017;112(10):1773–83.CrossRef
12.
Zurück zum Zitat Paulozzi LJ, Kilbourne EM, Desai HM. Prescription drug monitoring programs and death rates from drug overdose. Pain Med. 2011;12:747–54.CrossRefPubMed Paulozzi LJ, Kilbourne EM, Desai HM. Prescription drug monitoring programs and death rates from drug overdose. Pain Med. 2011;12:747–54.CrossRefPubMed
13.
Zurück zum Zitat Li G, Brady JE, Lang BH, Giglio J, Wunsch H, DiMaggio C. Prescription drug monitoring and drug overdose mortality. Injury Epidemiol. 2014;1(9):9.CrossRef Li G, Brady JE, Lang BH, Giglio J, Wunsch H, DiMaggio C. Prescription drug monitoring and drug overdose mortality. Injury Epidemiol. 2014;1(9):9.CrossRef
14.
Zurück zum Zitat Brady JE, Wunsch H, Dimaggio C, Lang BH, Giglio J, Li G. Prescription drug monitoring and dispensing of prescription opioids. Public Health Rep. 2014;129(2):139–47.CrossRefPubMedPubMedCentral Brady JE, Wunsch H, Dimaggio C, Lang BH, Giglio J, Li G. Prescription drug monitoring and dispensing of prescription opioids. Public Health Rep. 2014;129(2):139–47.CrossRefPubMedPubMedCentral
15.
Zurück zum Zitat Green TC, Bowman S, Davis C, Los C, McHugh K, Friedmann PD. Discrepancies in addressing overdose prevention through prescription monitoring programs. Drug Alcohol Depend. 2015;153:355–8.CrossRefPubMed Green TC, Bowman S, Davis C, Los C, McHugh K, Friedmann PD. Discrepancies in addressing overdose prevention through prescription monitoring programs. Drug Alcohol Depend. 2015;153:355–8.CrossRefPubMed
19.
Zurück zum Zitat Dasgupta N, Beletsky L, Ciccarone D. Opioid crisis: no easy fix to its social and economic determinants. Am J Public Health. 2018;108(2):182–6.CrossRefPubMedPubMedCentral Dasgupta N, Beletsky L, Ciccarone D. Opioid crisis: no easy fix to its social and economic determinants. Am J Public Health. 2018;108(2):182–6.CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Pain management and the opioid epidemic: balancing societal and individual benefits and risks of prescription opioid use. In: Phillips JK, Ford MA, Bonnie RJ, editors. Committee on Pain Management and Regulatory Strategies to Address Prescription Opioid Abuse. Washington, DC: National Academies of Sciences, Engineering, and Medicine; Health and Medicine Division; Board on Health Sciences Policy; 2017. Available at https://www.ncbi.nlm.nih.gov/pubmed/29023083. Accessed 23 Feb 2018. Pain management and the opioid epidemic: balancing societal and individual benefits and risks of prescription opioid use. In: Phillips JK, Ford MA, Bonnie RJ, editors. Committee on Pain Management and Regulatory Strategies to Address Prescription Opioid Abuse. Washington, DC: National Academies of Sciences, Engineering, and Medicine; Health and Medicine Division; Board on Health Sciences Policy; 2017. Available at https://​www.​ncbi.​nlm.​nih.​gov/​pubmed/​29023083. Accessed 23 Feb 2018.
21.
Zurück zum Zitat Davoli M, Bargagli AM, Perucci CA, Schifano P, Belleudi V, Hickman M, et al. Risk of fatal overdose during and after specialist drug treatment: the VEdeTTE study, a national multi-site prospective cohort study. Addiction. 2007;102(12):1954–9.CrossRefPubMed Davoli M, Bargagli AM, Perucci CA, Schifano P, Belleudi V, Hickman M, et al. Risk of fatal overdose during and after specialist drug treatment: the VEdeTTE study, a national multi-site prospective cohort study. Addiction. 2007;102(12):1954–9.CrossRefPubMed
22.
Zurück zum Zitat Caudarella A, Dong H, Milloy MJ, Kerr T, Wood E, Hayashi K. Non-fatal overdose as a risk factor for subsequent fatal overdose among people who inject drugs. Drug Alcohol Depend. 2016;162:51–5.CrossRefPubMedPubMedCentral Caudarella A, Dong H, Milloy MJ, Kerr T, Wood E, Hayashi K. Non-fatal overdose as a risk factor for subsequent fatal overdose among people who inject drugs. Drug Alcohol Depend. 2016;162:51–5.CrossRefPubMedPubMedCentral
23.
Zurück zum Zitat Winkler WE. String comparator metrics and enhanced decision rules in the Fellegi Sunter model of record linkage. In: Proceedings of the Section on Survey Research Methods. Alexandria, VA: American Statistical Association; 1990. Winkler WE. String comparator metrics and enhanced decision rules in the Fellegi Sunter model of record linkage. In: Proceedings of the Section on Survey Research Methods. Alexandria, VA: American Statistical Association; 1990.
24.
Zurück zum Zitat Abbasi AB, Clark H, Agbodo N. Learning algorithm to identify drugs involved in drug overdose deaths from literal text on death certificates. West Palm Beach, FL: Council of State and Territorial Epidemiologists; 2018. Abbasi AB, Clark H, Agbodo N. Learning algorithm to identify drugs involved in drug overdose deaths from literal text on death certificates. West Palm Beach, FL: Council of State and Territorial Epidemiologists; 2018.
28.
Zurück zum Zitat Cicero TJ, Kasper ZA, Ellis MS. Increased use of heroin as an initiating opioid of abuse: further considerations and policy implications. Addict Behav. 2018;87:267–71.CrossRefPubMed Cicero TJ, Kasper ZA, Ellis MS. Increased use of heroin as an initiating opioid of abuse: further considerations and policy implications. Addict Behav. 2018;87:267–71.CrossRefPubMed
30.
Zurück zum Zitat Surratt HL, Kurtz SP, Buttram M, Levi-Minzi MA, Pagano ME, Cicero TJ. Heroin use onset among nonmedical prescription opioid users in the club scene. Drug Alcohol Depend. 2017;179:131–8.CrossRefPubMedPubMedCentral Surratt HL, Kurtz SP, Buttram M, Levi-Minzi MA, Pagano ME, Cicero TJ. Heroin use onset among nonmedical prescription opioid users in the club scene. Drug Alcohol Depend. 2017;179:131–8.CrossRefPubMedPubMedCentral
31.
Zurück zum Zitat Quinones S. Dreamland: the true tale of America’s opiate epidemic. New York, NY: Bloomsbury Press; 2015. Quinones S. Dreamland: the true tale of America’s opiate epidemic. New York, NY: Bloomsbury Press; 2015.
32.
Zurück zum Zitat Kolodny A, Courtwright DT, Hwang CS, Kreiner P, Eadie JL, Clark TW, et al. The prescription opioid and heroin crisis: a public health approach to an epidemic of addiction. Annu Rev Public Health. 2015;36:559–74.CrossRefPubMed Kolodny A, Courtwright DT, Hwang CS, Kreiner P, Eadie JL, Clark TW, et al. The prescription opioid and heroin crisis: a public health approach to an epidemic of addiction. Annu Rev Public Health. 2015;36:559–74.CrossRefPubMed
33.
Zurück zum Zitat Park TW, Saitz R, Ganoczy D, Ilgen MA, Bohnert AS. Benzodiazepine prescribing patterns and deaths from drug overdose among US veterans receiving opioid analgesics: case-cohort study. BMJ. 2015;350:h2698.CrossRefPubMedPubMedCentral Park TW, Saitz R, Ganoczy D, Ilgen MA, Bohnert AS. Benzodiazepine prescribing patterns and deaths from drug overdose among US veterans receiving opioid analgesics: case-cohort study. BMJ. 2015;350:h2698.CrossRefPubMedPubMedCentral
34.
Zurück zum Zitat Jones JD, Mogali S, Comer SD. Polydrug abuse: a review of opioid and benzodiazepine combination use. Drug Alcohol Depend. 2012;125(1–2):8–18.CrossRefPubMedPubMedCentral Jones JD, Mogali S, Comer SD. Polydrug abuse: a review of opioid and benzodiazepine combination use. Drug Alcohol Depend. 2012;125(1–2):8–18.CrossRefPubMedPubMedCentral
35.
Zurück zum Zitat Calcaterra SL, Yamashita TE, Min SJ, Keniston A, Frank JW, Binswanger IA. Opioid prescribing at hospital discharge contributes to chronic opioid use. J Gen Intern Med. 2016;31(5):478–85.CrossRefPubMed Calcaterra SL, Yamashita TE, Min SJ, Keniston A, Frank JW, Binswanger IA. Opioid prescribing at hospital discharge contributes to chronic opioid use. J Gen Intern Med. 2016;31(5):478–85.CrossRefPubMed
36.
Zurück zum Zitat Hill MV, Stucke RS, Billmeier SE, Kelly JL, Barth RJ Jr. Guideline for discharge opioid prescriptions after inpatient general surgical procedures. J Am Coll Surg. 2018;226(6):996–1003.CrossRefPubMed Hill MV, Stucke RS, Billmeier SE, Kelly JL, Barth RJ Jr. Guideline for discharge opioid prescriptions after inpatient general surgical procedures. J Am Coll Surg. 2018;226(6):996–1003.CrossRefPubMed
37.
Zurück zum Zitat Chen J, Vargas-Bustamante A, Mortensen K, Ortega AN. Racial and ethnic disparities in health care access and utilization under the affordable care act. Med Care. 2016;54(2):140–6.CrossRefPubMedPubMedCentral Chen J, Vargas-Bustamante A, Mortensen K, Ortega AN. Racial and ethnic disparities in health care access and utilization under the affordable care act. Med Care. 2016;54(2):140–6.CrossRefPubMedPubMedCentral
38.
Zurück zum Zitat Singhal A, Tien YY, Hsia RY. Racial-ethnic disparities in opioid prescriptions at emergency department visits for conditions commonly associated with prescription drug abuse. PLoS One. 2016;11(8):e0159224.CrossRefPubMedPubMedCentral Singhal A, Tien YY, Hsia RY. Racial-ethnic disparities in opioid prescriptions at emergency department visits for conditions commonly associated with prescription drug abuse. PLoS One. 2016;11(8):e0159224.CrossRefPubMedPubMedCentral
39.
Zurück zum Zitat Pletcher MJ, Kertesz SG, Kohn MA, Gonzales R. Trends in opioid prescribing by race/ethnicity for patients seeking care in US emergency departments. JAMA. 2008;299(1):70–8.CrossRefPubMed Pletcher MJ, Kertesz SG, Kohn MA, Gonzales R. Trends in opioid prescribing by race/ethnicity for patients seeking care in US emergency departments. JAMA. 2008;299(1):70–8.CrossRefPubMed
40.
Zurück zum Zitat Wells K, Klap R, Koike A, Sherbourne C. Ethnic disparities in unmet need for alcoholism, drug abuse, and mental health care. Am J Psychiatr. 2001;158(12):2027–32.CrossRefPubMed Wells K, Klap R, Koike A, Sherbourne C. Ethnic disparities in unmet need for alcoholism, drug abuse, and mental health care. Am J Psychiatr. 2001;158(12):2027–32.CrossRefPubMed
41.
Zurück zum Zitat Stein BD, Gordon AJ, Sorbero M, Dick AW, Schuster J, Farmer C. The impact of buprenorphine on treatment of opioid dependence in a Medicaid population: recent service utilization trends in the use of buprenorphine and methadone. Drug Alcohol Depend. 2012;123(1–3):72–8.CrossRefPubMed Stein BD, Gordon AJ, Sorbero M, Dick AW, Schuster J, Farmer C. The impact of buprenorphine on treatment of opioid dependence in a Medicaid population: recent service utilization trends in the use of buprenorphine and methadone. Drug Alcohol Depend. 2012;123(1–3):72–8.CrossRefPubMed
42.
Zurück zum Zitat Fryar CD, Ostchega Y, Hales CM, Zhang G, Kruszon-Moran D. Hypertension prevalence and control among adults: United States, 2015–2016. NCHS Data Brief. 2017;(289):1–8. Fryar CD, Ostchega Y, Hales CM, Zhang G, Kruszon-Moran D. Hypertension prevalence and control among adults: United States, 2015–2016. NCHS Data Brief. 2017;(289):1–8.
44.
Zurück zum Zitat Cicero TJ, Ellis MS, Kasper ZA. Increases in self-reported fentanyl use among a population entering drug treatment: the need for systematic surveillance of illicitly manufactured opioids. Drug Alcohol Depend. 2017;177:101–3.CrossRefPubMed Cicero TJ, Ellis MS, Kasper ZA. Increases in self-reported fentanyl use among a population entering drug treatment: the need for systematic surveillance of illicitly manufactured opioids. Drug Alcohol Depend. 2017;177:101–3.CrossRefPubMed
Metadaten
Titel
Health Care Utilization of Opioid Overdose Decedents with No Opioid Analgesic Prescription History
verfasst von
Ali B. Abbasi
Elizabeth Salisbury-Afshar
Dejan Jovanov
Craig Berberet
Ponni Arunkumar
Steven E. Aks
Jennifer E. Layden
Mai T. Pho
Publikationsdatum
03.01.2019
Verlag
Springer US
Erschienen in
Journal of Urban Health / Ausgabe 1/2019
Print ISSN: 1099-3460
Elektronische ISSN: 1468-2869
DOI
https://doi.org/10.1007/s11524-018-00329-x

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