633
Views
13
CrossRef citations to date
0
Altmetric
Original Articles

Psycho-Social Correlates of Opioid Use Disorder among the US Adult Population: Evidence from the National Survey on Drug Use and Health, 2015–2018

ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon

References

  • American Psycholgical Association (APA). (1994). Diagnostic and statistical manual of mental disorders. American Psychiatric Association (APA).
  • Bohnert, A. S., Valenstein, M., Bair, M. J., Ganoczy, D., McCarthy, J. F., Ilgen, M. A., & Blow, F. C. (2011). Association between opioid prescribing patterns and opioid overdose-related deaths. JAMA, 305(13), 1315–1321. https://doi.org/10.1001/jama.2011.370
  • Case, A., & Deaton, A. (2015). Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century. Proceedings of the National Academy of Sciences of the United States of America, 112(49), 15078–15083. https://doi.org/10.1073/pnas.1518393112
  • Connery, H. S. (2015). Medication-assisted treatment of opioid use disorder: Review of the evidence and future directions. Harvard Review of Psychiatry, 23(2), 63–75. https://doi.org/10.1097/HRP.0000000000000075
  • Edwards, K. A., Vowles, K. E., & Witkiewitz, K. (2017). Co-use of alcohol and opioids. Current Addiction Reports, 4(2), 194–199. https://doi.org/10.1007/s40429-017-0147-x
  • Ellgren, M., Spano, S. M., & Hurd, Y. L. (2007). Adolescent cannabis exposure alters opiate intake and opioid limbic neuronal populations in adult rats. Neuropsychopharmacology, 32(3), 607–615. https://doi.org/10.1038/sj.npp.1301127
  • Fiellin, L. E., Tetrault, J. M., Becker, W. C., Fiellin, D. A., & Hoff, R. A. (2013). Previous use of alcohol, cigarettes, and marijuana and subsequent abuse of prescription opioids in young adults. The Journal of Adolescent Health, 52(2), 158–163. https://doi.org/10.1016/j.jadohealth.2012.06.010
  • Florence, C., Luo, F., Xu, L., & Zhou, C. (2016). The economic burden of prescription opioid overdose, abuse, and dependence in the United States, 2013. Medical Care, 54(10), 901–906. https://doi.org/10.1097/MLR.0000000000000625
  • Garnier, L. M., Arria, A. M., Caldeira, K. M., Vincent, K. B., O'Grady, K. E., & Wish, E. D. (2009). Nonmedical prescription analgesic use and concurrent alcohol consumption among college students. The American Journal of Drug and Alcohol Abuse, 35(5), 334–338. https://doi.org/10.1080/00952990903075059
  • Gomes, T., Tadrous, M., Mamdani, M. M., Paterson, J. M., & Juurlink, D. N. (2018). The burden of opioid-related mortality in the United States. JAMA Network Open, 1(2), e180217. https://doi.org/10.1001/jamanetworkopen.2018.0217
  • Grattan, A., Sullivan, M. D., Saunders, K. W., Campbell, C. I., & Von Korff, M. R. (2012). Depression and prescription opioid misuse among chronic opioid therapy recipients with no history of substance abuse. Annals of Family Medicine, 10(4), 304–311. https://doi.org/10.1370/afm.1371
  • Griesler, P. C., Hu, M.-C., Wall, M. M., & Kandel, D. B. (2019). Medical use and misuse of prescription opioids in the US adult population: 2016-2017. American Journal of Public Health, 109(9), 1258–1265. https://doi.org/10.2105/AJPH.2019.305162
  • Hall, A. J., Logan, J. E., Toblin, R. L., Kaplan, J. A., Kraner, J. C., Bixler, D., Crosby, A. E., & Paulozzi, L. J. (2008). Patterns of abuse among unintentional pharmaceutical overdose fatalities. JAMA, 300(22), 2613–2620. https://doi.org/10.1001/jama.2008.802
  • Hall, W. D., & Lynskey, M. (2005). Is cannabis a gateway drug? Testing hypotheses about the relationship between cannabis use and the use of other illicit drugs. Drug and Alcohol Review, 24(1), 39–48. https://doi.org/10.1080/09595230500126698
  • Hammersley, R., Forsyte, A., Morrison, V., & Davies, J. B. (1989). The relationship between crime and opioid use. Addiction, 84(9), 1029–1043. https://doi.org/10.1111/j.1360-0443.1989.tb00786.x
  • Han, B., Compton, W. M., Blanco, C., Crane, E., Lee, J., & Jones, C. M. (2017). Prescription opioid use, misuse, and use disorders in US adults: 2015 National Survey on Drug Use and Health. Annals of Internal Medicine, 167(5), 293–301. https://doi.org/10.7326/M17-0865
  • Hansen, H., & Netherland, J. (2016). Is the prescription opioid epidemic a white problem? American Journal of Public Health, 106(12), 2127–2129. https://doi.org/10.2105/ajph.2016.303483
  • HHS.gov (2019). The opioids epidemic by the numbers. https://www.hhs.gov/opioids/sites/default/files/2019-09/opioids-infographic.pdf
  • Ho, J. Y. (2017). The contribution of drug overdose to educational gradients in life expectancy in the United States, 1992-2011. Demography, 54(3), 1175–1202. https://doi.org/10.1007/s13524-017-0565-3
  • Hollingsworth, A., Ruhm, C. J., & Simon, K. (2017). Macroeconomic conditions and opioid abuse. Journal of Health Economics, 56, 222–233. https://doi.org/10.1016/j.jhealeco.2017.07.009
  • Johnston, L. D., Miech, R. A., O'Malley, P. M., Bachman, J. G., Schulenberg, J. E., & Patrick, M. E. (2019). Monitoring the future national survey results on drug use, 1975-2018: Overview, key findings on adolescent drug use. Institute for Social Research.
  • Keyes, K. M., Cerda, M., Brady, J. E., Havens, J. R., & Galea, S. (2014). Understanding the rural-urban differences in nonmedical prescription opioid use and abuse in the United States. American Journal of Public Health, 104(2), e52–e59. https://doi.org/10.2105/ajph.2013.301709
  • Koh, P.-K., Peh, C.-X., Cheok, C., & Guo, S. (2017). Violence, delinquent behaviors, and drug use disorders among adolescents from an addiction-treatment sample. Journal of Child & Adolescent Substance Abuse, 26(6), 463–471. https://doi.org/10.1080/1067828X.2017.1354792
  • Kuehn, B. M. (2007). Opioid prescriptions soar: Increase in legitimate use as well as abuse. JAMA, 297(3), 249–251. https://doi.org/10.1001/jama.297.3.249
  • Ling, W., Mooney, L., & Hillhouse, M. (2011). Prescription opioid abuse, pain and addiction: Clinical issues and implications. Drug and Alcohol Review, 30(3), 300–305. https://doi.org/10.1111/j.1465-3362.2010.00271.x
  • Martin, R. A., Rohsenow, D. J., & Tidey, J. W. (2019). Smokers with opioid use disorder may have worse drug use outcomes after varenicline than nicotine replacement. Journal of Substance Abuse Treatment, 104, 22–27. https://doi.org/10.1016/j.jsat.2019.06.005
  • McCauley, J. L., Danielson, C. K., Amstadter, A. B., Ruggiero, K. J., Resnick, H. S., Hanson, R. F., Smith, D. W., Saunders, B. E., & Kilpatrick, D. G. (2010). The role of traumatic event history in non-medical use of prescription drugs among a nationally representative sample of US adolescents . Journal of Child Psychology and Psychiatry, and Allied Disciplines, 51(1), 84–93. https://doi.org/10.1111/j.1469-7610.2009.02134.x
  • Merline, A. C., O'Malley, P. M., Schulenberg, J. E., Bachman, J. G., & Johnston, L. D. (2004). Substance use among adults 35 years of age: Prevalence, adulthood predictors, and impact of adolescent substance use. American Journal of Public Health, 94(1), 96–102. https://doi.org/10.2105/ajph.94.1.96
  • Meyer, R., Patel, A. M., Rattana, S. K., Quock, T. P., & Mody, S. H. (2014). Prescription opioid abuse: A literature review of the clinical and economic burden in the United States. Population Health Management, 17(6), 372–387. https://doi.org/10.1089/pop.2013.0098
  • Moos, R. H., Nichol, A. C., & Moos, B. S. (2002). Risk factors for symptom exacerbation among treated patients with substance use disorders. Addiction (Abingdon, England), 97(1), 75–85. https://doi.org/10.1046/j.1360-0443.2002.00063.x
  • NASEM. (2017). Pain management and the opioid epidemic: Balancing societal and individual benefits and risks of prescription opioid use (J. Phillips, M. Ford, & R. Bonnie, Eds.). National Academies Press (US).
  • National Institute of Drug Abuse (NIDA). (2020). Opioids. https://www.drugabuse.gov/drugs-abuse/opioids#summary-of-the-issue
  • Olfson, M., Wall, M. M., Liu, S.-M., & Blanco, C. (2018). Cannabis use and risk of prescription opioid use disorder in the United States. The American Journal of Psychiatry, 175(1), 47–53. https://doi.org/10.1176/appi.ajp.2017.17040413
  • Romberg, A. R., Lo, E. J. M., Barton, A. A., Xiao, H., Vallone, D. M., & Hair, E. C. (2019). Cigarette smoking, prescription opioid use and misuse among young adults: An exploratory analysis. Preventive Medicine, 129, 105845. https://doi.org/10.1016/j.ypmed.2019.105845
  • Rudd, R. A., Seth, P., David, F., & Scholl, L. (2016). Increases in drug and opioid-involved overdose deaths - United States, 2010-2015. MMWR. Morbidity and Mortality Weekly Report, 65(50-51), 1445–1452. https://doi.org/10.15585/mmwr.mm655051e1
  • SAMHSA. (2018). 2017 National survey on drug use and health final analytic file codebook. https://samhda.s3-us-gov-west-1.amazonaws.com/s3fs-public/field-uploads-protected/studies/NSDUH-2017/NSDUH-2017-datasets/NSDUH-2017-DS0001/NSDUH-2017-DS0001-info/NSDUH-2017-DS0001-info-codebook.pdf
  • SAMHSA. (2019). Key substance use and mental health indicators in the United States: Results from the 2018 national survey on drug use and health. https://www.samhsa.gov/data/sites/default/files/cbhsq-reports/NSDUHNationalFindingsReport2018/NSDUHNationalFindingsReport2018.pdf
  • Shiffman, S., Waters, A. J., & Hickcox, M. (2004). The nicotine dependence syndrome scale: A multidimensional measure of nicotine dependence. Nicotine & Tobacco Research, 6(2), 327–348. https://doi.org/10.1080/1462220042000202481
  • Skurtveit, S., Furu, K., Selmer, R., Handal, M., & Tverdal, A. (2010). Nicotine dependence predicts repeated use of prescribed opioids. Prospective population-based cohort study. Annals of Epidemiology, 20(12), 890–897. https://doi.org/10.1016/j.annepidem.2010.03.010
  • Smith, J. A., Fuino, R. L., Pesis-Katz, I., Cai, X., Powers, B., Frazer, M., & Markman, J. D. (2017). Differences in opioid prescribing in low back pain patients with and without depression: A cross-sectional study of a national sample from the United States. Pain Reports, 2(4), e606. https://doi.org/10.1097/pr9.0000000000000606
  • Soyka, M. (2015). Alcohol use disorders in opioid maintenance therapy: Prevalence, clinical correlates and treatment. European Addiction Research, 21(2), 78–87. https://doi.org/10.1159/000363232
  • StataCorp. (2019). Stata statistical software: Release 16. College Station, TX: StataCorp LLC.
  • Sullivan, M. D. (2018). Depression effects on long-term prescription opioid use, abuse, and addiction. The Clinical Journal of Pain, 34(9), 878–884. https://doi.org/10.1097/ajp.0000000000000603
  • Tanda, G., Pontieri, F. E., & Di Chiara, G. (1997). Cannabinoid and heroin activation of mesolimbic dopamine transmission by a common µ1 opioid receptor mechanism. Science (New York, N.Y.), 276(5321), 2048–2050. https://doi.org/10.1126/science.276.5321.2048
  • Volkow, N. D., Frieden, T. R., Hyde, P. S., & Cha, S. S. (2014). Medication-assisted therapies—tackling the opioid-overdose epidemic. The New England Journal of Medicine, 370(22), 2063–2066. https://doi.org/10.1056/NEJMp1402780
  • Votaw, V. R., Wittenauer, J., Connery, H. S., Weiss, R. D., & McHugh, R. K. (2017). Perceived risk of heroin use among nonmedical prescription opioid users. Addictive Behaviors, 65, 218–223. https://doi.org/10.1016/j.addbeh.2016.08.025
  • Yamaguchi, K., & Kandel, D. B. (1985). On the resolution of role incompatibility: A life event history analysis of family roles and marijuana use. American Journal of Sociology, 90(6), 1284–1325. https://doi.org/10.1086/228211
  • Zhou, C., Yu, N. N., & Losby, J. L. (2018). The association between local economic conditions and opioid prescriptions among disabled medicare beneficiaries. Medical Care, 56(1), 62–68. https://doi.org/10.1097/mlr.0000000000000841

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.