Skip to main content

Advertisement

Log in

Racial Disparities in Healthcare Utilization Among Individuals with Cardiometabolic Risk Factors and Comorbid Anxiety Disorder

  • Published:
Journal of Racial and Ethnic Health Disparities Aims and scope Submit manuscript

Abstract

Objective

This study addresses racial/ethnic differences in adverse health care utilization among individuals with comorbid anxiety disorder and cardiometabolic syndrome (CMetS) risk factors.

Methods

Utilizing 2011–2015 Medical Expenditure Panel Survey (MEPS) data, logistic regression models were estimated to determine the likelihood of receiving CMetS-related medical treatment in the emergency department (ED) or via inpatient services and to determine if the likelihood is associated with race/ethnicity. Adjusted models controlled for age, sex, and insurance type.

Results

Significant racial-ethnic differences were observed for utilization (any emergency department and/or inpatient visit). The odds of non-Hispanic Black respondents reporting emergency department and/or inpatient utilization was 2.39 (p < 0.05) times the odds of non-Hispanic White respondents.

Conclusion

Racial-ethnic variation in adverse healthcare utilization suggests an opportunity to improve care and outcomes for persons diagnosed with comorbid anxiety disorder and cardiometabolic syndrome. Integrated interventions could simultaneously improve mental health and facilitate CMetS disease self-management.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. GBD 2016 DALYs and HALE Collaborators. Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet. 2017;390(10100):1260–344. https://doi.org/10.1016/S0140-6736(17)32130-X.

    Article  Google Scholar 

  2. Mensah GA, Collins PY. Understanding mental health for the prevention and control of cardiovascular diseases. Glob Heart. 2015;10(3):221–4. https://doi.org/10.1016/j.gheart.2015.08.003.

    Article  PubMed  Google Scholar 

  3. Woodhead C, Ashworth M, Broadbent M, Callard F, Hotopf M, Schofield P, et al. Cardiovascular disease treatment among patients with severe mental illness: a data linkage study between primary and secondary care. Br J Gen Pract. 2016;66:e374–81.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Ford ES, Li C, Zhao G. Prevalence and correlates of metabolic syndrome based on a harmonious definition among adults in the US. J Diabetes. 2010;2:180–93.

    Article  PubMed  Google Scholar 

  5. Alberti KG, Zimmet PZ. Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1:diagnosis and classification of diabetes mellitus provisional report of a WHO consultation. Diabet Med. 1998;15:539–53.

    Article  CAS  PubMed  Google Scholar 

  6. Grandinetti A, Kaholokula JK, Mau MK, Chow DC. Detecting cardiometabolic syndrome using World Health Organization public health action points for Asians and Pacific Islanders. Ethn Dis. 2010;20:123–8.

    PubMed  Google Scholar 

  7. Centers for Disease Control and Prevention. (2017) National Center for Health Statistics, Retrieved from: https://www.cdc.gov/nchs/fastats/mental-health.htm.

  8. Aguilar M, Bhuket T, Torres S, Liu B, Wong RJ. Prevalence of the metabolic syndrome in the United States, 2003-2012. JAMA. 2015;313(19):1973–4. https://doi.org/10.1001/jama.2015.4260.

    Article  CAS  PubMed  Google Scholar 

  9. Moore JX, Chaudhary N, Akinyemiju T. Metabolic syndrome prevalence by race/ethnicity and sex in the United States, National Health and Nutrition Examination Survey, 1988–2012. Prev Chronic Dis. 2017;14(24):1–16. https://doi.org/10.5888/pcd14.160287.

    Article  Google Scholar 

  10. Shin D, Kongpakpaisarn K, Bohra C. Trends in the prevalence of metabolic syndrome and its components in the United States 2007–2014. Int J Cardiol. 2018;259:216–9. https://doi.org/10.1016/j.ijcard.2018.01.139.

    Article  PubMed  Google Scholar 

  11. Kessler RC, Aguilar-Gaxiola S, Alonso J, Chatterji S, Lee S, Ormel J, et al. The global burden of mental disorders: an update from the WHO world mental health (WMH) surveys. Epidemiol Psychiatr Soc. 2009;18:23–33.

    Article  Google Scholar 

  12. Dark T, Flynn HA, Rust G, Kinsell H, Harman JS. Epidemiology of emergency department visits for anxiety in the United States: 2009–2011. Psychiatr Serv. 2017;68(3):238–44.

    Article  PubMed  Google Scholar 

  13. Dark T, Flynn HA, Rust G, Kinsell H, Harman JS. Epidemiology of emergency department visits for anxiety in the United States: 2009-2011. Psychiatr Serv. 2017;68(3):238–44.

    Article  PubMed  Google Scholar 

  14. Capp R, Hardy R, Lindrooth R, Wiler J. National trends in emergency department visits by adults with mental health disorders. J Emerg Med. 2016;51(2):131–135.e1. https://doi.org/10.1016/j.jemermed.2016.05.002.

    Article  PubMed  Google Scholar 

  15. Newcomer JW. Metabolic syndrome and mental illness. Am J Manag Care. 2007;13(7Suppl):S170–7.

    PubMed  Google Scholar 

  16. Stanley SH, Laugharne JD. Obesity, cardiovascular disease and type 2 diabetes in people with a mental illness: a need for primary health care. Aust J Prim Health. 2012;18(3):258–64.

    Article  PubMed  Google Scholar 

  17. Yoon J, Yano EM, Altman L, Cordasco KM, et al. Reducing costs of acute care for ambulatory care-sensitive medical conditions: the central roles of comorbid mental illness. Med Care. 2012;50(8):705–13. https://doi.org/10.1097/MLR.0b013e31824e3379.

    Article  PubMed  Google Scholar 

  18. Emdin CA, Odutayo A, Wong CX, Tran J, Hsiao AJ, Hunn BH. Meta-analysis of anxiety as a risk factor for cardiovascular disease. Am J Cardiol. 2016;118(4):511–9. https://doi.org/10.1016/j.amjcard.2016.05.041.

    Article  PubMed  Google Scholar 

  19. Celano CM, Daunis DJ, Lokko HN, Campbell KA, Huffman JC. Anxiety disorders and cardiovascular disease. Curr Psychiatry Rep. 2016;18(11):101. https://doi.org/10.1007/s11920-016-0739-5.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Blumenthal JA, Feger BJ, Smith PJ, Watkins LL, Jiang W, Davidson J, et al. Treatment of anxiety in patients with coronary heart disease: rationale and design of the UNderstanding the benefits of exercise and escitalopram in anxious patients WIth coroNary heart Disease (UNWIND) randomized clinical trial. Am Heart J. 2016;176:53–62. https://doi.org/10.1016/j.ahj.2016.03.003.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Castro JP, El-Atat FA, McFarlane SI, Aneja A, Sowers JR. Cardiometabolic syndrome: pathophysiology and treatment. Curr Hypertens Rep. 2003;5:393–401.

    Article  PubMed  Google Scholar 

  22. Agency for Healthcare Research and Quality. MEPS: Medical Expenditure Panel Survey. Available at: https://meps.ahrq.gov/mepsweb/data_stats/download_data_files.jsp. Last accessed December 6, 2017.

  23. Snowden LR, Cheung FK. Use of inpatient mental health services by member of ethnic minority groups. Am Psychol. 1990;45(3):347–55.

    Article  CAS  PubMed  Google Scholar 

  24. Hu TW, Snowden LR, Jerrell JM, Nguyen T. Ethnic populations in public mental health: services choice and level of use. Am J Public Health. 1991;81:1429–34.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Bhugra D. Cultural identities and cultural congruency: a new model for evaluating mental distress in immigrants. Acta Psychiatr Scand. 2005;111:84–93.

    Article  CAS  PubMed  Google Scholar 

  26. Sajatovi M, Welter E, Tatsuoka C, Perzynski AT, Einstadter D. Electronic medical record analysis of emergency room visits and hospitalizations in individuals with epilepsy and mental illness comorbidity. Epilepsy Behav. 2015;50:55–60.

    Article  Google Scholar 

  27. Substance Abuse and Mental Health Services Administration. Mental health: culture, race, and ethnicity—a supplement to mental health: a report of the surgeon general. Rockville, MD: Department of Health and Human Services, Center for Mental Health Services, 2001.

  28. Wang PS, Berglund P, Kessler RC. Recent care of common mental disorders in the United States: prevalence and conformance with evidence-based recommendations. J Gen Intern Med. 2000;15(5):284–92.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Kessler RC, Aguilar-Gaxiola S, Alonso J, Chatterji S, Lee S, Ormel J, et al. The global burden of mental disorders: an update from the WHO world mental health (WMH) surveys. Epidemiol Psichiatr Soc. 2009;18:23–33.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Lasser KE, Himmelstein DU, Woolhandler SJ, McCormick D, Bor DH. Do minorities in the United States receive fewer mental health services than whites. Int J Health Serv. 2002;32(3):567–78.

    Article  PubMed  Google Scholar 

  31. Schraufnagel TJ, Wagner AW, Miranda J, Roy-Bryne PP, et al. Treating minority patients with depression and anxiety: what does the evidence tell us? Gen Hosp Psychiatry. 2006;28:27–36.

    Article  PubMed  Google Scholar 

  32. Snowden LR. Barriers to effective mental health services for African Americans. Ment Health Serv Res. 2001;3:181–7.

    Article  CAS  PubMed  Google Scholar 

  33. Diala C, Muntaner C, Walrath C, Nickerson K, LaVeist T, Leaf P. Racial differences in attitudes toward professional mental health care and in the use of services. Am J Orthopsychiatry. 2000;70(4) 2000:455–64.

    Article  CAS  PubMed  Google Scholar 

  34. Choi NG, Marti CN, Bruce ML, Kunik ME. Relationship between depressive symptom severity and emergency department use among low-income, depressed homebound older adults aged 50 years and older. BMC Psychiatry. 2012;12:233.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Bhattacharya R, Shen C, Sambamoorthi U. Depression and ambulatory care sensitive hospitalizations among Medicare beneficiaries with chronic physical conditions. Gen Hosp Psychiatry. 2014;36:460–5.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Chlebowy DO, Coty MB, Fu L, Hines-Martin V. Comorbid diabetes and depression in African Americans: implications for the health care provider. J Racial Ethn Health Disparities. 2017 Mar 9;5:111–6. https://doi.org/10.1007/s40615-017-0349-x.

    Article  PubMed  Google Scholar 

Download references

Funding

This study was funded by Robert Wood Johnson Foundation (grant number 73825).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tyra Dark.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflict of interest.

Ethical Approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Dark, T., Rust, G., Sehres, G. et al. Racial Disparities in Healthcare Utilization Among Individuals with Cardiometabolic Risk Factors and Comorbid Anxiety Disorder. J. Racial and Ethnic Health Disparities 7, 1234–1240 (2020). https://doi.org/10.1007/s40615-020-00748-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40615-020-00748-0

Keywords

Navigation