Direct Medical Expenditure and Healthcare Utilization with Mental Disorders among Hispanic Population using Medical Expenditure Panel Survey 2013-2017

Authors

  • Jongwha Chang Department of Pharmaceutical Sciences, University of Texas, School of Pharmacy, El Paso, Texas, USA
  • Jangkwon Cho Department of Pharmaceutical Sciences, University of Texas, School of Pharmacy, El Paso, Texas, USA
  • Mar Medina Department of Pharmaceutical Sciences, University of Texas, School of Pharmacy, El Paso, Texas, USA
  • Jihaeng Heo Genesis Research, Hoboken, NJ, USA
  • Kisuk Min Department of Kinesiology, University of Texas, College of Health Sciences, El Paso, Texas, USA

DOI:

https://doi.org/10.12970/2310-8231.2021.09.02

Keywords:

Mental Disorders, US Hispanic Population, Healthcare Cost, Healthcare Utilization.

Abstract

This study sought to assess how mental disorders’ incidence affects healthcare cost and utilization amongst the U.S. Hispanic population from 2013-2017. Using 2013-2017 Medical Expenditure Panel Survey (MEPS) data, a retrospective database analysis was conducted for the Hispanic population with mental disorders. Study outcomes were mental disorder incidence, healthcare utilization, and healthcare cost among the Hispanic population. All-cause direct medical utilization and expenditures were calculated for the following categories of health care services: inpatient hospitalizations, hospital outpatient visits, emergency room visits, office-based physician visits, home health care visits, and prescription medications. From the MEPS data, 4,122 respondents with a mental disorder (weighted sample size: 4,789,634) and 30,312 without a mental disorder (weighted sample size: 33,893,665) were identified. A significant trend appeared through the Generalized Linear Model (GLM) with gamma distribution and log-link function. The mental disorder group had markedly higher adjusted expenditures on emergency room visits, hospital outpatients, physician visits, home healthcare, and prescriptions compared to non-mental disorder patients (p<0.001). Similarly, indirect medical expenditures had the mental disorder group spending $110.7 more than the non-mental disorder group (p<0.001). Incremental indirect cost was $26.9 (95% CI: 57.8-163.6, p<0.001) and incremental cost for overall adjusted expenditures was $ 2,958.5 (95% CI: 2,386.0-3,530.9, p<0.001). These results underscore that mental health disorders in the Hispanic population lead to significantly higher mental-health-related medical expenditure and healthcare utilization. Further research is required to characterize better the total medical expenditure and healthcare utilization cost for all health conditions by Hispanic mental health patients.

References

Cockerham, W, 2017. Sociology Of Mental Disorder. 10th ed. London: Routledge.

World Health Organization. Mental Disorders. Who.int https://www.who.int/news-room/fact-sheets/detail/mental-disorders

What Is Mental Illness? Psychiatry.org https://www.psychiatry. org/patients-families/what-is-mental-illness

Whiteford HA, Degenhardt L, Rehm J, et al. Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010. Lancet 2013; 382(9904): 1575-1586. https://doi.org/10.1016/S0140-6736(13)61611-6

Murray CJ, Vos T, Lozano R, et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010 [published correction appears in Lancet. 2013 Feb 23; 381(9867): 628. AlMazroa, Mohammad A [added]; Memish, Ziad A [added]]. Lancet. 2012; 380(9859): 2197-2223. https://doi.org/10.1016/S0140-6736(12)61689-4

Global Burden of Disease Collaborative Network. Global Burden of Disease Study 2016 (GBD 2016) Results. Seattle, United States: Institute for Health Metrics and Evaluation (IHME), 2017.

Tucci V, Moukaddam N. We are the hollow men: The worldwide epidemic of mental illness, psychiatric and behavioral emergencies, and its impact on patients and providers. J Emerg Trauma Shock 2017; 10(1): 4-6. https://doi.org/10.4103/0974-2700.199517

Global Mental Health. Psychiatry.org https://www.psychiatry. org/psychiatrists/international/global-mental-health

Walker ER, Cummings JR, Hockenberry JM, Druss BG. Insurance status, use of mental health services, and unmet need for mental health care in the United States. Psychiatr Serv 2015; 66(6): 578-584. https://doi.org/10.1176/appi.ps.201400248

Mental Health Disparities: Hispanics and Latinos. Psychiatry.org. https://www.psychiatry.org/File%20Library/ Psychiatrists/Cultural-Competency/Mental-Health-Disparities/Mental-Health-Facts-for-Hispanic-Latino.pdf

Office of the Surgeon General (US); Center for Mental Health Services (US); National Institute of Mental Health (US). Mental Health: Culture, Race, and Ethnicity: A Supplement to Mental Health: A Report of the Surgeon General. Rockville (MD): Substance Abuse and Mental Health Services Administration (US); August 2001.

U.S. Department of Health and Human Services, Substance Abuse and Mental Health Services Administration, Center for Behavioral Health Statistics and Quality. (2018) 2018 National Survey On Drug Use And Health: Hispanics, Latino Or Spanish Origin Or Descent. Retrieved from https://datafiles.samhsa.gov/

Mental Health Disparities: Diverse Populations. Psychiatry.org. https://www.psychiatry.org/psychiatrists/ cultural-competency/education/mental-health-facts

Macintyre A, Ferris D, Gonçalves B, et al. What has economics got to do with it? The impact of socioeconomic factors on mental health and the case for collective action. Palgrave Commun 2018; 4: 10. https://doi.org/10.1057/s41599-018-0063-2

Ryan C, Bauman K, 2016. Educational Attainment In The United States; U.S. Census Bureau 2015.

Proctor B, Semega J, Kollar M, 2016. Income And Poverty In The United States; U.S. Census Bureau 2015.

Chen J, Vargas-Bustamante A, Mortensen K, Ortega AN. Racial and Ethnic Disparities in Health Care Access and Utilization Under the Affordable Care Act. Med Care 2016; 54(2): 140-146. https://doi.org/10.1097/MLR.0000000000000467

Velasco-Mondragon E, Jimenez A, Palladino-Davis AG, et al. Hispanic health in the USA: a scoping review of the literature. Public Health Rev 2016; 37: 31. https://doi.org/10.1186/s40985-016-0043-2

Zibman C. Expenditures for Mental Health among Adults, Ages 18-64, 2009-2011: Estimates for the U.S. Civilian Noninstitutionalized Population. In: Statistical Brief (Medical Expenditure Panel Survey (US)). Rockville (MD): Agency for Healthcare Research and Quality (US); October 2014.

Cohen JW, Cohen SB, Banthin JS. The medical expenditure panel survey: a national information resource to support healthcare cost research and inform policy and practice. Med Care 2009; 47(7 Suppl 1): S44-S50. https://doi.org/10.1097/MLR.0b013e3181a23e3a

MEPS HC-192 2016 Full Year Consolidated Data File. Agency for Healthcare Research and Quality (AHRQ) 2018.

Shirneshan E, Bailey J, Relyea G, Franklin BE, Solomon DK, Brown LM. Incremental direct medical expenditures associated with anxiety disorders for the U.S. adult population: evidence from the Medical Expenditure Panel Survey. J Anxiety Disord 2013; 27(7): 720-727. https://doi.org/10.1016/j.janxdis.2013.09.009

Fischer A, Shin D, Margolis D, Takeshita J. Racial and ethnic differences in health care utilization for childhood eczema: An analysis of the 2001-2013 Medical Expenditure Panel Surveys. J Am Acad Dermatol 2017; 77(6): 1060-1067. https://doi.org/10.1016/j.jaad.2017.08.035

How BLS Measures Price Change for Medical Care Services in the Consumer Price Index: US Bureau of Labor Statistics 2019.

Manning W, Mullahy J. Estimating log models: to transform or not to transform? J Health Econ 2001; 20(4): 461-494. https://doi.org/10.1016/S0167-6296(01)00086-8

Using Statistical Software Packages to Produce Estimates from MEPS Data File. Agency for Healthcare Research and Quality (AHRQ) 2018.

MEPS HC-036: 1996-2016 Pooled Linkage Variance Estimation 2018. https://doi.org/10.1001/jamanetworkopen.2019.9910

Momen NC, Plana-Ripoll O, Agerbo E, et al. Association between Mental Disorders and Subsequent Medical Conditions. N Engl J Med 2020; 382(18): 1721-1731. https://doi.org/10.1056/NEJMoa1915784

de Oliveira C, Cheng J, Vigod S, Rehm J, Kurdyak P. Patients With High Mental Health Costs Incur Over 30 Percent More Costs Than Other High-Cost Patients. Health Affairs 2016; 35(1). https://doi.org/10.1377/hlthaff.2015.0278

Sporinova B, Manns B, Tonelli M, et al. Association of Mental Health Disorders With Health Care Utilization and Costs Among Adults With Chronic Disease. JAMA Netw Open 2019; 2(8): e199910. Published 2019 Aug 2. https://doi.org/10.1001/jamanetworkopen.2019.9910

Layard R. The economics of mental health. IZA World of Labor 2017; 321. https://doi.org/10.15185/izawol.321

Sporinova B, Manns B, Tonelli M, et al. Association of Mental Health Disorders With Health Care Utilization and Costs Among Adults With Chronic Disease. JAMA Netw Open 2019; 2(8): e199910. https://doi.org/10.1001/jamanetworkopen.2019.9910

Steele LS, Dewa CS, Lin E, Lee KL. Education level, income level and mental health services use in Canada: associations and policy implications. Healthc Policy 2007; 3(1): 96-106.

National Academies of Sciences, Engineering, and Medicine; Health and Medicine Division; Board on Health Care Services; Committee on Health Care Utilization and Adults with Disabilities. Health-Care Utilization as a Proxy in Disability Determination. Washington (DC): National Academies Press (US); March 1, 2018. https://doi.org/10.17226/24969

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2021-02-11

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