County-level factors underlying opioid mortality in the United States

References

• CDC/NCHS. National vital statistics system, mortality. CDC wonder. Atlanta, GA: U.S. Department of Health and Human Services, CDC; 2018. https://wonder.cdc.gov.
   Google Scholar
• Scholl L, Seth P, Kariisa M, Wilson N, Baldwin G. Drug and opioid-involved overdose deaths – United States, 2013–2017. MMWR Surveill Summ. 2019;67(51–52):1419.
   Google Scholar
• Buchanich JM, Balmert LC, Pringle JL, Williams KE, Burke DS, Marsh GM. Patterns and trends in accidental poisoning death rates in the US, 1979–2014. Prev Med. 2016;89:317–323.
   PubMed Web of Science ®Google Scholar
• Vivolo-Kantor A, Seth P, Gladden R, et al. Vital signs: trends in emergency department visits for suspected opioid overdoses – United States, July 2016–september 2017. MMWR Morb Mortal Wkly Rep. 2018;67(9):279–285.
   PubMed Web of Science ®Google Scholar
• Ruhm CJ. Drug mortality and lost life years among U.S. midlife adults, 1999–2015. Am J Prev Med. 2018;55(1):11–18.
   PubMed Web of Science ®Google Scholar
• Langabeer RJ, Gourishankar AA, Chambers AK, Giri AS, Madu AR, Champagne-Langabeer A. Disparities between US opioid overdose deaths and treatment capacity: a geospatial and descriptive analysis. J Addict Med. 2019;13(6):476–482.
   PubMed Web of Science ®Google Scholar
• Monnat SM. Factors associated with county-level differences in U.S. drug-related mortality rates. Am J Prev Med. 2018;54(5):611–619.
   PubMed Web of Science ®Google Scholar
• Mattson C, O’Donnell J, Kariisa M, Seth P, Scholl L, Gladden R. Opportunities to prevent overdose deaths involving prescription and illicit opioids, 11 states, July 2016–June 2017. Mmwr Morb Mortal Wkly Rep. 2018;67(34):945–951.
   PubMed Web of Science ®Google Scholar
• Mack KA, Jones CM, Ballesteros MF. Illicit drug use, illicit drug use disorders, and drug overdose deaths in metropolitan and nonmetropolitan Areas—United states. Am J Transplant. 2017;17(12):3241–3252.
   PubMed Web of Science ®Google Scholar
• Lyons RM, Yule AM, Schiff D, Bagley SM, Wilens TE. Risk factors for drug overdose in young people: a systematic review of the literature. J Child Adolesc Psychopharmacol. 2019;29(7):487–497.
   PubMed Web of Science ®Google Scholar
• Alexander J,M, Kiang V,M, Barbieri V,M. Trends in black and white opioid mortality in the united states, 1979–2015. Epidemiology. 2018;29(5):707–715.
   PubMed Web of Science ®Google Scholar
• Barocas JA, Wang J, Marshall BDL, et al. Sociodemographic factors and social determinants associated with toxicology confirmed polysubstance opioid-related deaths. Drug Alcohol Depend. 2019;200:59–63.
   PubMed Web of Science ®Google Scholar
• Gomes T, Tadrous M, Mamdani MM, Paterson JM, Juurlink DN, Gomes T. The burden of opioid-related mortality in the united states. JAMA Netw Open. 2018;1(2):e180217.
   PubMed Web of Science ®Google Scholar
• Jalal H, Buchanich JM, Roberts MS, et al. Changing dynamics of the drug overdose epidemic in the United States from 1979 through 2016. Science (New York, N.Y.). 2018;361(6408):eaau1184.
   PubMed Web of Science ®Google Scholar
• Adler NE, Newman K, Adler NE. Socioeconomic disparities in health: pathways and policies. Health Aff (Millwood). 2002;21(2):60–76.
   PubMed Web of Science ®Google Scholar
• Braveman P, Egerter S, Williams DR. The social determinants of health: coming of age. Annu Rev Public Health. 2011;32(1):381–398.
   PubMed Web of Science ®Google Scholar
• Link B, Phelan J. Social conditions as fundamental causes of disease. J Health Soc Behav. 1995;35:80–94.
   Web of Science ®Google Scholar
• Boscarino J, Kirchner HL, Pitcavage J, et al. Factors associated with opioid overdose: A 10-year retrospective study of patients in a large integrated health care system. SAR. 2016;7:131–141.
   Google Scholar
• Faul M, Dailey MW, Sugerman DE, et al. Disparity in naloxone administration by emergency medical service providers and the burden of drug overdose in US rural communities. Am J Public Health. 2015;105(S3):e26–e32.
   PubMedGoogle Scholar
• Dasgupta N, Beletsky L, Ciccarone D. Opioid crisis: No easy fix to its social and economic determinants (author abstract). Am J Public Health. 2018;108(2):182–186.
   PubMed Web of Science ®Google Scholar
• Robert Wood Johnson. County health rankings database. RWJ/University of Wisconsin Population Health Institute. http://www.countyhealthrankings.org/. Accessed on March 2, 2019.
   Google Scholar
• McCullough JM, Leider JP. Associations between county wealth, health and social services spending, and health outcomes. Am J Prev Med. 2017;53(5):592–598.
   PubMed Web of Science ®Google Scholar
• Peppard PE, Kindig DA, Dranger E, Jovaag A, Remington PL, Peppard PE. Ranking community health status to stimulate discussion of local public health issues: The Wisconsin county health rankings. Am J Public Health. 2008;98(2):209–212.
   PubMed Web of Science ®Google Scholar
• Remington PL, Catlin BB, Gennuso KP, Remington PL. The county health rankings: Rationale and methods. Popul Health Metr. 2015;13(1):11.
   PubMedGoogle Scholar
• King NB, Fraser V, Boikos C, Richardson R, Harper S, King NB. Determinants of increased opioid-related mortality in the United States and Canada, 1990–2013: a systematic review. Am J Public Health. 2014;104(8):e32–e42.
   PubMed Web of Science ®Google Scholar
• Stark MJ, Campbell BK, Stark MJ. Drug use and cigarette smoking in applicants for drug abuse treatment. J Subst Abuse. 1993;5(2):175–181.
   PubMedGoogle Scholar
• Institute of Medicine. Relieving pain in America a blueprint for transforming prevention, care, education, and research. IOM committee on advancing pain research, care, and education. Washington, DC: National Academies Press; 2011.
   Google Scholar
• Green CT, Mcgowan KS, Yokell AM, Pouget RE, Rich DJ. HIV infection and risk of overdose: A systematic review and meta-analysis. AIDS. 2012;26(4):403–417.
   PubMed Web of Science ®Google Scholar
• Jones CW, Christman Z, Smith CM, et al. Comparison between buprenorphine provider availability and opioid deaths among US counties. J Subst Abuse Treat. 2018;93:19–25.
   PubMed Web of Science ®Google Scholar
• Centers for Disease Control, Office of Disease Prevention and Health Promotion. Healthy people 2020. Social determinants of health. https://www.healthypeople.gov/2020/topics-objectives/topic/social-determinants-of-health. Accessed August 1, 2019.
   Google Scholar
• Gaydosh L, Hummer RA, Hargrove TW, et al. The depths of despair among US adults entering midlife. Am J Public Health. 2019;109(5):774–780.
   PubMed Web of Science ®Google Scholar
• Muennig PA, Reynolds M, Fink DS, Zafari Z, Geronimus AT, Muennig PA. America’s declining well-being, health, and life expectancy: not just a white problem. Am J Public Health. 2018;108(12):1626–1631.
   PubMed Web of Science ®Google Scholar
• Han B, Compton WM, Jones CM, Cai R. Nonmedical prescription opioid use and use disorders among adults aged 18 through 64 years in the United States, 2003–2013. JAMA. 2015;314(14):1468–1478.
   PubMed Web of Science ®Google Scholar
• Thompson CG, Kim RS, Aloe AM, Becker BJ. Extracting the variance inflation factor and other multicollinearity diagnostics from typical regression results. Basic Appl Soc Psychy. 2017;39(2):81–90.
   Web of Science ®Google Scholar
• Centers for Disease Control and Prevention. HIV Surveillance Report. 2017; vol. 29. U.S. Department of Health and Human Services, Atlanta, Georgia. Available at http://www.cdc.gov/hiv/library/reports/hiv-surveillance.html. Published November 2018. Accessed January 5, 2020.
   Google Scholar
• Haffajee RL, Lin LA, Bohnert ASB, Goldstick JE. Characteristics of US counties with high opioid overdose mortality and low capacity to deliver medications for opioid use disorder. JAMA Netw Open. 2019;2(6):e196373.
   PubMed Web of Science ®Google Scholar
• Lurie N, Lurie N. What the federal government can do about the nonmedical determinants of health. Health Aff (Millwood). 2002;21(2):94–106.
   PubMed Web of Science ®Google Scholar
• Rönkä S, Karjalainen K, Martikainen P, Mäkelä P. Social determinants of drug-related mortality in a general population. Drug Alcohol Depend. 2017;181:37–43.
   PubMed Web of Science ®Google Scholar
• Zeglin RJ, Niemela DRM, Baynard CW. Deaths of despair in florida: Assessing the role of social determinants of health. Health Educ Behav. 2019;46(2):329–339.
   PubMed Web of Science ®Google Scholar
• McGinnis JM, Williams-Russo P, Knickman JR, McGinnis JM. The case for more active policy attention to health promotion. Health Aff (Millwood). 2002;21(2):78–93.
   PubMed Web of Science ®Google Scholar