A mixed-methods approach to understanding overdose risk-management strategies among a nationwide convenience sample

Bernard, 2017, Research methods in anthropology: Qualitative and quantitative approaches, Rowman & Littlefield Butterfield, 2016, Drug checking to improve monitoring of new psychoactive substances in Australia, Medical Journal of Australia, 204, 144, 10.5694/mja15.01058 Carroll, 2017, Exposure to fentanyl-contaminated heroin and overdose risk among illicit opioid users in Rhode Island: A mixed methods study, International Journal of Drug Policy, 46, 136, 10.1016/j.drugpo.2017.05.023 Carroll, 2020, The protective effect of trusted dealers against opioid overdose in the U.S, International Journal of Drug Policy, 78, 10.1016/j.drugpo.2020.102695 2012, Community-based opioid overdose prevention programs providing naloxone—United States, 2010, MMWR. Morbidity and Mortality Weekly Report, 61, 101 Chandler, 2016, Conducting clinical research using crowdsourced convenience samples, Annual Review of Clinical Psychology, 12, 53, 10.1146/annurev-clinpsy-021815-093623 Chang, 2019, Narratives of people who inject drugs on factors contributing to opioid overdose, International Journal of Drug Policy, 74, 26, 10.1016/j.drugpo.2019.07.038 Charmaz, 2017, The power of constructivist grounded theory for critical inquiry, Qualitative Inquiry, 23, 34, 10.1177/1077800416657105 Ciccarone, 2019, The triple wave epidemic: Supply and demand drivers of the US opioid overdose crisis, International Journal of Drug Policy, 71, 183, 10.1016/j.drugpo.2019.01.010 Ciccarone, 2017, Heroin uncertainties: Exploring users’ perceptions of fentanyl-adulterated and -substituted “heroin”, International Journal of Drug Policy, 46, 146, 10.1016/j.drugpo.2017.06.004 Cicero, 2018, Increased use of heroin as an initiating opioid of abuse: Further considerations and policy implications, Addictive Behaviors, 87, 267, 10.1016/j.addbeh.2018.05.030 Comer, 2008, Abuse liability of prescription opioids compared to heroin in morphine-maintained heroin abusers, Neuropsychopharmacology: Official Publication of the American College of Neuropsychopharmacology, 33, 1179, 10.1038/sj.npp.1301479 Creswell, 2009 Davis, 2019, Paraphernalia laws, criminalizing possession and distribution of items used to consume illicit drugs, and injection-related harm, American Journal of Public Health, 109, 1564, 10.2105/AJPH.2019.305268 Davis, 2014, Expanded access to naloxone among firefighters, police officers, and emergency medical technicians in Massachusetts, American Journal of Public Health, 104, e7, 10.2105/AJPH.2014.302062 Davis, 2015, Lessons learned from the expansion of naloxone access in Massachusetts and North Carolina, Journal of Law, Medicine & Ethics, 43, 19, 10.1111/jlme.12208 Dunn, 2016, Brief Opioid Overdose Knowledge (BOOK): A questionnaire to assess overdose knowledge in individuals who use illicit or prescribed opioids, Journal of Addiction Medicine, 10, 314, 10.1097/ADM.0000000000000235 Faul, 2015, Disparity in naloxone administration by emergency medical service providers and the burden of drug overdose in US rural communities, American Journal of Public Health, 105, e26, 10.2105/AJPH.2014.302520 Faul, 2017, Multiple naloxone administrations among emergency medical service providers is increasing, Prehospital Emergency Care : Official Journal of the National Association of EMS Physicians and the National Association of State EMS Directors, 21, 411, 10.1080/10903127.2017.1315203 Gaston, 2009, Can we prevent drug related deaths by training opioid users to recognise and manage overdoses?, Harm Reduction Journal, 6, 26, 10.1186/1477-7517-6-26 Gulec, 2018, Basic and advanced EMS providers are equally effective in naloxone administration for opioid overdose in Northern New England, Prehospital Emergency Care, 22, 163, 10.1080/10903127.2017.1371262 Guy, 2017, Vital signs: Changes in opioid prescribing in the United States, 2006–2015, MMWR. Morbidity and Mortality Weekly Report, 66, 697, 10.15585/mmwr.mm6626a4 Harper, 2017, An overview of forensic drug testing methods and their suitability for harm reduction point-of-care services, Harm Reduction Journal, 14, 52, 10.1186/s12954-017-0179-5 Hedegaard, H. (2018). Drug overdose deaths in the United States, 1999–2017. 329, 8. Jones, 2014, Sources of prescription opioid pain relievers by frequency of past-year nonmedical use: United States, 2008-2011, JAMA Internal Medicine, 174, 802, 10.1001/jamainternmed.2013.12809 Kaplan, 2017, Time constraints in the alcohol purchase task, Experimental and Clinical Psychopharmacology, 25, 186, 10.1037/pha0000110 Karamouzian, 2018, Evaluation of a fentanyl drug checking service for clients of a supervised injection facility, Vancouver, Canada, Harm Reduction Journal, 15, 46, 10.1186/s12954-018-0252-8 Krieger, 2018, High willingness to use rapid fentanyl test strips among young adults who use drugs, Harm Reduction Journal, 15, 7, 10.1186/s12954-018-0213-2 Kumar, 2016, It's not what you know but who you know”: Role of social capital in predicting risky injection drug use behavior in a sample of people who inject drugs in Baltimore City, Journal of Substance Use, 21, 620, 10.3109/14659891.2015.1122098 Necka, 2016, Measuring the prevalence of problematic respondent behaviors among MTurk, campus, and community participants, PloS One, 11, 10.1371/journal.pone.0157732 Monnat, 2019, Using census data to understand county-level differences in overall drug mortality and opioid-related mortality by opioid type, American Journal of Public Health, 109, 1084, 10.2105/AJPH.2019.305136 Moore, 2004, Governing street-based injecting drug users: A critique of heroin overdose prevention in Australia, Social Science & Medicine, 59, 1547, 10.1016/j.socscimed.2004.01.029 Morean, 2017, Predictors of Adult E-Cigarette users vaporizing cannabis using E-Cigarettes and Vape-Pens, Substance Use & Misuse, 52, 974, 10.1080/10826084.2016.1268162 2018 Victor, 2017, Opioid analgesics and heroin: Examining drug misuse trends among a sample of drug treatment clients in kentucky, The International Journal of Drug Policy, 46, 1, 10.1016/j.drugpo.2017.01.008 Peer, 2014, Reputation as a sufficient condition for data quality on Amazon Mechanical Turk, Behavior Research Methods, 46, 1023, 10.3758/s13428-013-0434-y Peiper, 2019, Fentanyl test strips as an opioid overdose prevention strategy: Findings from a syringe services program in the Southeastern United States, International Journal of Drug Policy, 63, 122, 10.1016/j.drugpo.2018.08.007 Peterson, 2019, One guy goes to jail, two people are ready to take his spot”: Perspectives on drug-induced homicide laws among incarcerated individuals, International Journal of Drug Policy, 70, 47, 10.1016/j.drugpo.2019.05.001 Rando, 2015, Intranasal naloxone administration by police first responders is associated with decreased opioid overdose deaths, The American Journal of Emergency Medicine, 33, 1201, 10.1016/j.ajem.2015.05.022 Rhodes, 2019, Urban, individuals of color are impacted by fentanyl-contaminated heroin, International Journal of Drug Policy, 73, 1, 10.1016/j.drugpo.2019.07.008 Schoenfeld, 2019, Geographic, temporal, and sociodemographic differences in opioid poisoning, American Journal of Preventive Medicine, 57, 153, 10.1016/j.amepre.2019.03.020 Scholl, 2019, Drug and Opioid-Involved Overdose Deaths—United States, 2013–2017, MMWR. Morbidity and Mortality Weekly Report, 67 Strickland, 2019, The use of crowdsourcing in addiction science research: Amazon Mechanical Turk, Experimental and Clinical Psychopharmacology, 27, 1, 10.1037/pha0000235 Strickland, 2020, Leveraging crowdsourcing methods to collect qualitative data in addiction science: Narratives of non-medical prescription opioid, heroin, and fentanyl use, International Journal of Drug Policy, 75, 10.1016/j.drugpo.2019.10.013 Suzuki, 2017, 171, 107 Tobin, 2007, The association between change in social network characteristics and non-fatal overdose: Results from the SHIELD study in Baltimore, MD, USA, Drug and Alcohol Dependence, 87, 63, 10.1016/j.drugalcdep.2006.08.002 Bardwell, 2019, Trusting the source: The potential role of drug dealers in reducing drug-related harms via drug checking, Drug and Alcohol Dependence, 198, 1, 10.1016/j.drugalcdep.2019.01.035 Unick, 2017, US regional and demographic differences in prescription opioid and heroin-related overdose hospitalizations, International Journal of Drug Policy, 46, 112, 10.1016/j.drugpo.2017.06.003 AlYahmady, 2013, Using NVivo for data analysis in qualitative research, Int Interdiscip J Educ., 2, 181, 10.12816/0002914 Wakeman, 2020, Comparative effectiveness of different treatment pathways for opioid use disorder, JAMA Network Open, 3, 10.1001/jamanetworkopen.2019.20622 Wheeler, 2015, Opioid overdose prevention programs providing naloxone to Laypersons—United States, 2014, MMWR. Morbidity and Mortality Weekly Report, 64, 631 Wicks, 2017, The coding manual for qualitative researchers (3rd edition) the coding manual for qualitative researchers (3rd edition) Johnny Saldaña Sage 2015 ISBN-13: 978-1473902497, Qualitative Research in Organizations and Management: An International Journal, 12, 169, 10.1108/QROM-08-2016-1408 Yang, 2013, Injection drug users’ involvement in drug economy: dynamics of sociometric and egocentric social networks, Connections (Toronto, Ont.), 33, 24