Skip to main content

The impact of race, income, drug abuse and dependence on health insurance coverage among US adults

Abstract

Little is known about the impact of drug abuse/dependence on health insurance coverage, especially by race groups and income levels. In this study, we examine the disparities in health insurance predictors and investigate the impact of drug use (alcohol abuse/dependence, nicotine dependence, and illicit drug abuse/dependence) on lack of insurance across different race and income groups. To perform the analysis, we used insurance data (8057 uninsured and 28,590 insured individual adults) from the National Surveys on Drug Use and Health (NSDUH 2011). To analyze the likelihood of being uninsured we performed weighted binomial logistic regression analyses. The results show that the overall prevalence of lacking insurance was 19.6 %. However, race differences in lack of insurance exist, especially for Hispanics who observe the highest probability of being uninsured (38.5 %). Furthermore, we observe that the lowest income level bracket (annual income <$20,000) is associated with the highest likelihood of being uninsured (37.3 %). As the result of this investigation, we observed the following relationship between drug use and lack of insurance: alcohol abuse/dependence and nicotine dependence tend to increase the risk of lack of insurance for African Americans and whites, respectively; illicit drug use increases such risk for whites; alcohol abuse/dependence increases the likelihood of lack of insurance for the group with incomes $20,000–$49,999, whereas nicotine dependence is associated with higher probability of lack of insurance for most income groups. These findings provide some useful insights for policy makers in making decisions regarding unmet health insurance coverage.

This is a preview of subscription content, access via your institution.

Fig. 1
Fig. 2

References

  1. Schiller, J.S., Ward, B.W., Freeman, G.: Early release of selected estimates based on data from the 2013 National Health Interview Survey. National Center for Health Statistics (2014)

  2. Fronstin, P.: Sources of health insurance and characteristics of the uninsured: analysis of the March 2013 current population survey. EBRI issue brief 390 (2013)

  3. Angel, R.J., Angel, J.L.: The extent of private and public health insurance coverage among adult Hispanics. The Gerontologist 36(3), 332–340 (1996)

    CAS  Article  PubMed  Google Scholar 

  4. Shi, L.: The convergence of vulnerable characteristics and health insurance in the US. Soc. Sci. Med. 53(4), 519–529 (2001)

    CAS  Article  PubMed  Google Scholar 

  5. Martinez, M.E., Cohen, R.A.: Health insurance coverage: early release of estimates from the National Health Interview Survey, January–June 2011. National Center for Health Statistics (2011)

  6. Cohen, R.A., Martinez, M.E.: Health insurance coverage: early release of estimates from the National Health Interview Survey, January–March 2012. Centers for Disease Control and Prevention, Atlanta (2012)

    Google Scholar 

  7. DeNavas-Walt, C., Proctor, B.D., Smith, J.C.: Income, poverty, and health insurance coverage in the United States: 2012. Current population reports. pp. 60–245. Washington, DC: US Department of Commerce, Economics and Statistics Administration (2013)

  8. Kirby, J.B., Kaneda, T.: ‘Double jeopardy’ measure suggests blacks and hispanics face more severe disparities than previously indicated. Health Aff. (Millwood) 32(10), 1766–1772 (2013)

    Article  Google Scholar 

  9. Huang, K., Carrasquillo, O.: The role of citizenship, employment, and socioeconomic characteristics in health insurance coverage among Asian subgroups in the United States. Med. Care 46(10), 1093–1098 (2008)

    Article  PubMed  Google Scholar 

  10. Kao, D.: Factors associated with ethnic differences in health insurance coverage and type among Asian Americans. J. Community Health 35(2), 142–155 (2010)

    Article  PubMed  Google Scholar 

  11. Bouchery, E.E., Harwood, H.J., Dilonardo, J., Vandivort-Warren, R.: Type of health insurance and the substance abuse treatment gap. J. Subst. Abuse Treat. 42(3), 289–300 (2012)

    Article  PubMed  Google Scholar 

  12. Cummings, J.R., Wen, H., Ritvo, A., Druss, B.G.: Health insurance coverage and the receipt of specialty treatment for substance use disorders among U.S. adults. Psychiatr. Serv. 65(8), 1070–1073 (2014)

    Article  PubMed  PubMed Central  Google Scholar 

  13. Knudsen, H.K., Roman, P.M.: Medicaid, private insurance, and the availability of smoking cessation interventions in substance use disorder treatment. Psychiatr. Serv. 66(11), 1213–1220 (2015)

    Article  PubMed  PubMed Central  Google Scholar 

  14. Wu, L.T., Kouzis, A.C., Schlenger, W.E.: Substance use, dependence, and service utilization among the US uninsured nonelderly population. Am. J. Public Health 93(12), 2079–2085 (2003)

    Article  PubMed  PubMed Central  Google Scholar 

  15. Galvin, D.M., Miller, T.R., Spicer, R.S., Waehrer, G.M.: Substance abuse and the uninsured worker in the United States. J. Public Health Policy 28(1), 102–117 (2007)

    Article  PubMed  Google Scholar 

  16. Waehrer, G.M., Zaloshnja, E., Miller, T., Galvin, D.: Substance-use problems: are uninsured workers at greater risk? J Stud Alcohol Drugs. 69(6), 915–923 (2008)

    Article  PubMed  Google Scholar 

  17. McMenamin, S.B., Halpin, H.A., Bellows, N.M.: Knowledge of Medicaid coverage and effectiveness of smoking treatments. Am. J. Prev. Med. 31(5), 369–374 (2006)

    Article  PubMed  Google Scholar 

  18. McMenamin, S.B., Halpin, H.A., Shade, S.B.: Trends in employer-sponsored health insurance coverage for tobacco-dependence treatments. Am. J. Prev. Med. 35(4), 321–326 (2008)

    Article  PubMed  Google Scholar 

  19. Jerant, A., Fiscella, K., Franks, P.: Health characteristics associated with gaining and losing private and public health insurance: a national study. Med. Care 50(2), 145–151 (2012)

    Article  PubMed  Google Scholar 

  20. Bean, P., Kleaver, E., Roberts, B., Harasymiw, J.: A new century approach for alcohol screen in the insurance industry. J. Insur. Med. 33(2), 183–188 (2001)

    CAS  PubMed  Google Scholar 

  21. Substance Abuse and Mental Health Services Administration (SAMHSA), 2012. Results from the 2011 National Survey on Drug Use and Health: summary of national findings. NSDUH Series H-44, HHS publication no (SMA) 12-4713 Substance Abuse and Mental Health Services Administration, Rockville, MD

  22. Shiffman, S., Waters, A.J., Hickcox, M.: The nicotine dependence syndrome scale: a multi-dimensional measure of nicotine dependence. Nicotine Tob. Res. 6(2), 327–348 (2004)

    CAS  Article  PubMed  Google Scholar 

  23. McCollister, K.E., Arheart, K.L., Lee, D.J., Fleming, L.E., Davila, E.P., LeBlanc, W.G., Christ, S.L., Caban- Martinez, A.J., West, J.P., Clark 3rd, J.E., Erard, M.J.: Declining health insurance access among US Hispanic workers: not all jobs are created equal. Am. J. Ind. Med. 53(2), 163–170 (2010)

    Article  PubMed  Google Scholar 

  24. Doty, M.M., Holmgren, A.L.: Health care disconnect: gaps in coverage and care for minority adults. Findings from the Commonwealth Fund Biennial Health Insurance Survey (2005). Issue brief (Commonw Fund) 21, 1–12 (2006)

  25. Reschovsky, J.D., Hadley, J., Nichols, L.: Why do Hispanics have so little employer-sponsored health insurance? Inquiry 44(3), 257–279 (2007)

    PubMed  Google Scholar 

  26. Town, R.J., Wholey, D.R., Feldman, R.D., Burns, L.R.: Hospital consolidation and racial/income disparities in health insurance coverage. Health Aff. (Millwood) 26(4), 1170–1180 (2007)

    Article  Google Scholar 

Download references

Acknowledgments

The authors would like to thank those involved with assembling the 2011 National Survey on Drug Use and Health (NSDUH).

Role of the funding sources

This paper received no funding.

Author information

Affiliations

Authors

Corresponding author

Correspondence to Xin Xie.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Wang, N., Xie, X. The impact of race, income, drug abuse and dependence on health insurance coverage among US adults. Eur J Health Econ 18, 537–546 (2017). https://doi.org/10.1007/s10198-016-0802-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10198-016-0802-5

Keywords

  • Health insurance coverage
  • Prevalence
  • Race
  • Income
  • Drug abuse
  • Drug dependence

JEL Classification

  • I13
  • I18