Identification of Non-Fatal Opioid Overdose Cases Using 9-1-1 Computer Assisted Dispatch and Prehospital Patient Clinical Record Variables

References

• Drug Overdose Deaths in the United States, 1999–2018. NCHS Data Brief, no 356. 2020.
   Google Scholar
• Wilson N, Kariisa M, Seth P, Smith H, Davis NL. Drug and opioid-involved overdose deaths - United States, 2017-2018. MMWR Morb Mortal Wkly Rep. 2020;69(11):290–7. Mardoi:10.15585/mmwr.mm6911a4.
   PubMed Web of Science ®Google Scholar
• Office of Analytics Department of Health and Human Services State of Nevada. Opioid surveillance. 2020. 9 p.
   Google Scholar
• Enhanced State Opioid Overdose Surveillance (ESOOS) Program, 32 states and the District of Columbia reporting. July 2019.
   Google Scholar
• Rowe C, Vittinghoff E, Santos GM, Behar E, Turner C, Coffin PO. Performance measures of diagnostic codes for detecting opioid overdose in the emergency department. Acad Emerg Med. 2017;24(4):475–83. doi:10.1111/acem.13121.
   PubMed Web of Science ®Google Scholar
• Pollini RA, McCall L, Mehta SH, Celentano DD, Vlahov D, Strathdee SA. Response to overdose among injection drug users. Am J Prev Med. 2006;31(3):261–4. doi:10.1016/j.amepre.2006.04.002.
   PubMed Web of Science ®Google Scholar
• Wagner KD, Valente TW, Casanova M, Partovi SM, Mendenhall BM, Hundley JH, Gonzalez M, Unger JB. Evaluation of an overdose prevention and response training programme for injection drug users in the Skid Row area of Los Angeles, CA. Int J Drug Policy. 2010;21(3):186–93. doi:10.1016/j.drugpo.2009.01.003.
   PubMed Web of Science ®Google Scholar
• Tobin KE, Davey MA, Latkin CA. Calling emergency medical services during drug overdose: an examination of individual, social and setting correlates. Addiction. 2005;100(3):397–404. doi:10.1111/j.1360-0443.2005.00975.x.
   PubMed Web of Science ®Google Scholar
• Vilke GM, Sloane C, Smith AM, Chan TC. Assessment for deaths in out-of-hospital heroin overdose patients treated with naloxone who refuse transport. Acad Emerg Med. 2003;10(8):893–6. doi:10.1111/j.1553-2712.2003.tb00636.x.
   PubMed Web of Science ®Google Scholar
• Slavova S, Rock P, Bush HM, Quesinberry D, Walsh SL. Signal of increased opioid overdose during COVID-19 from emergency medical services data. Drug Alcohol Depend. 2020;214:108176. doi:10.1016/j.drugalcdep.2020.108176.
   PubMed Web of Science ®Google Scholar
• Glenn MJ, Rice AD, Primeau K, Hollen A, Jado I, Hannan P, McDonough S, Arcaris B, Spaite DW, Gaither JB. Refusals after prehospital administration of naloxone during the COVID-19 pandemic. Prehosp Emerg Care. 2020;25(1):46–54. doi:10.1080/10903127.2020.1834656.
   PubMed Web of Science ®Google Scholar
• Weiner SG, Cash RE, Hendricks M, Ibrahimi SE, Baker O, Seethala RR, Peters G, Goldberg SA. Ambulance calls for substance-related issues before and after COVID-19. Prehosp Emerg Care. 2020;15:1–17. doi:10.1080/10903127.2020.1845420.
   PubMed Web of Science ®Google Scholar
• Ochalek TA, Cumpston KL, Wills BK, Gal TS, Moeller FG. Nonfatal opioid overdoses at an urban emergency department during the COVID-19 pandemic. JAMA. 2020;324(16):1673–1674. doi:10.1001/jama.2020.17477.
   PubMed Web of Science ®Google Scholar
• Rodda LN, West KL, LeSaint KT. Opioid overdose-related emergency department visits and accidental deaths during the COVID-19 pandemic. J Urban Health. 2020;97(6):808–13. doi:10.1007/s11524-020-00486-y.
   PubMed Web of Science ®Google Scholar
• Grover JM, Alabdrabalnabi T, Patel MD, Bachman MW, Platts-Mills TF, Cabanas JG, Williams JG. Measuring a crisis: questioning the use of naloxone administrations as a marker for opioid overdoses in a large U.S. EMS system. Prehosp Emerg Care. 2018;22(3):281–9. doi:10.1080/10903127.2017.1387628.
   PubMed Web of Science ®Google Scholar
• Ray BR, Lowder EM, Kivisto AJ, Phalen P, Gil H. EMS naloxone administration as non-fatal opioid overdose surveillance: 6-year outcomes in Marion County, Indiana. Addiction. 2018;113(12):2271–9. doi:10.1111/add.14426.
   PubMed Web of Science ®Google Scholar
• Knowlton A, Weir BW, Hazzard F, Olsen Y, McWilliams J, Fields J, Gaasch W. EMS runs for suspected opioid overdose: implications for surveillance and prevention. Prehosp Emerg Care. 2013;17(3):317–29. doi:10.3109/10903127.2013.792888.
   PubMed Web of Science ®Google Scholar
• City of Cleveland, Department of Public Safety Protocols. 2015.
   Google Scholar
• Cleveland Clinic, Regional Hospitals EMS Protocols. 2017.
   Google Scholar
• Friedman MS, Manini AF. Validation of Criteria to Guide Prehospital Naloxone Administration for Drug-Related Altered Mental Status. J Med Toxicol. 2016;12(3):270–5. doi:10.1007/s13181-016-0549-5.
   PubMed Web of Science ®Google Scholar
• Drennan IR, Orkin AM. OPIOID CRISIS. Prehospital naloxone administration for opioid-related emergencies. J Emerg Med Serv. 2016;41(3):36–9.
   Google Scholar
• Weiner SG, Mitchell PM, Temin ES, Langlois BK, Dyer KS. Use of intranasal naloxone by basic life support providers. Prehosp Emerg Care. 2017;21(3):322–6. doi:10.1080/10903127.2017.1282562.
   PubMed Web of Science ®Google Scholar
• Williams K, Lang ES, Panchal AR, Gasper JJ, Taillac P, Gouda J, Lyng JW, Goodloe JM, Hedges M. Evidence-based guidelines for EMS administration of naloxone. Prehosp Emerg Care. 2019;23(6):749–63. doi:10.1080/10903127.2019.1597955.
   PubMed Web of Science ®Google Scholar
• Wampler DA, Molina DK, McManus J, Laws P, Manifold CA. No deaths associated with patient refusal of transport after naloxone-reversed opioid overdose. Prehosp Emerg Care. 2011;15(3):320–4. doi:10.3109/10903127.2011.569854.
   PubMed Web of Science ®Google Scholar
• Sumner SA, Mercado-Crespo MC, Spelke MB, Paulozzi L, Sugerman DE, Hillis SD, Stanley C. Use of naloxone by emergency medical services during opioid drug overdose resuscitation efforts. Prehosp Emerg Care. 2016;20(2):220–5. doi:10.3109/10903127.2015.1076096.
   PubMed Web of Science ®Google Scholar
• Coffin PO, Tracy M, Bucciarelli A, Ompad D, Vlahov D, Galea S. Identifying injection drug users at risk of nonfatal overdose. Acad Emerg Med. 2007;14(7):616–23. doi:10.1197/j.aem.2007.04.005.
   PubMed Web of Science ®Google Scholar
• Baca CT, Grant KJ. What heroin users tell us about overdose. J Addict Dis. 2007;26(4):63–8. doi:10.1300/J069v26n04_08.
   PubMed Web of Science ®Google Scholar
• Lasher L, Rhodes J, Viner-Brown S. Identification and description of non-fatal opioid overdoses using Rhode Island EMS Data, 2016-2018. R I Med J (2013). 2019;102(2):41–5.
   PubMedGoogle Scholar
• Weiner SG, Baker O, Bernson D, Schuur JD. One-year mortality of patients after emergency department treatment for nonfatal opioid overdose. Ann Emerg Med. 2020;75(1):13–7. doi:10.1016/j.annemergmed.2019.04.020.
   PubMed Web of Science ®Google Scholar
• Wagner KD, Harding RW, Kelley R, Labus B, Verdugo SR, Copulsky E, Bowles JM, Mittal ML, Davidson PJ. Post-overdose interventions triggered by calling 911: Centering the perspectives of people who use drugs (PWUDs). PLoS One. 2019;14(10):e0223823. doi:10.1371/journal.pone.0223823.
   PubMed Web of Science ®Google Scholar
• Clawson J. Emergency medical dispatching. Prehosp Disaster Med. 1989; 4(2):163–6. doi:10.1017/S1049023X00029964.
   Google Scholar
• National Highway Traffic Safety Administration, Emergency Medical Dispatch. 1996.
   Google Scholar
• Washoe County Health District. Washoe County Regional EMS Protocols. 2021. p. 85.
   Google Scholar
• Wagner K, Verdugo S, Stout T, Selters J, Reuther P, Lee B, Labus B, Davidson P. Optimizing the use of pre-hospital emergency medical data to identify opioid overdoses. Ann Emerg Dispatch Response. 2018.
   Google Scholar
• R: A language and environment for statistical computing. R foundation for statistical computing; 2020. Vienna, Austria.
   Google Scholar
• The SAS system for Windows. Release 9.4. 2016.
   Google Scholar
• Breiman L. Random forests. Mach Learn. 2001;45(1):5–32. doi:10.1023/A:1010933404324.
   Web of Science ®Google Scholar
• Sternfeld I, Perras N, Culross PL. Development of a coroner-based surveillance system for drug-related deaths in Los Angeles county. J Urban Health. 2010;87(4):656–69. doi:10.1007/s11524-010-9455-3.
   PubMed Web of Science ®Google Scholar
• Bowles JM, Smith LR, Verdugo SR, Wagner KD, Davidson PJ. “Generally, you get 86′ed because you're a liability”: an application of integrated threat theory to frequently witnessed overdoses and social distancing responses. Soc Sci Med. 2020;260:113190. doi:10.1016/j.socscimed.2020.113190.
   PubMed Web of Science ®Google Scholar
• Pascal M, Laaidi K, Wagner V, Ung AB, Smaili S, Fouillet A, Caserio-Schönemann C, Beaudeau P. How to use near real-time health indicators to support decision-making during a heat wave: the example of the French heat wave warning system. PLoS Curr. 2012;4. doi:10.1371/4f83ebf72317d.
   Google Scholar
• Centers for Disease Control and Prevention (CDC). Unintentional and undetermined poisoning deaths–11 states, 1990-2001. MMWR Morb Mortal Wkly Rep. 2004;53(11):233–8.
   PubMedGoogle Scholar
• Wagner KD, Oman RF, Smith KP, Harding RW, Dawkins AD, Lu M, Woodard S, Berry MN, Roget NA. "Another tool for the tool box? I'll take it!": Feasibility and acceptability of mobile recovery outreach teams (MROT) for opioid overdose patients in the emergency room! J Subst Abuse Treat. 2020;108:95–103. doi:10.1016/j.jsat.2019.04.011.
   PubMed Web of Science ®Google Scholar
• Samuels EA, Baird J, Yang ES, Mello MJ. Adoption and Utilization of an emergency department naloxone distribution and peer recovery coach consultation program. Acad Emerg Med. 2018;26(2):160–73. doi:10.1111/acem.13545.
   PubMed Web of Science ®Google Scholar
• Waye KM, Goyer J, Dettor D, Mahoney L, Samuels EA, Yedinak JL, Marshall BDL. Implementing peer recovery services for overdose prevention in Rhode Island: an examination of two outreach-based approaches. Addict Behav. 2019;89:85–91. doi:10.1016/j.addbeh.2018.09.027.
   PubMed Web of Science ®Google Scholar
• Kariisa M, Scholl L, Wilson N, Seth P, Hoots B. Drug overdose deaths involving cocaine and psychostimulants with abuse potential - United States, 2003-2017. MMWR Morb Mortal Wkly Rep. 2019;68(17):388–95. doi:10.15585/mmwr.mm6817a3.
   PubMed Web of Science ®Google Scholar
• Mattson CL, Tanz LJ, Quinn K, Kariisa M, Patel P, Davis NL. Trends and geographic patterns in drug and synthetic opioid overdose deaths - United States, 2013-2019. MMWR Morb Mortal Wkly Rep. 2021;70(6):202–7. doi:10.15585/mmwr.mm7006a4.
   PubMed Web of Science ®Google Scholar