Skip to main content
Top
Published in: Journal of General Internal Medicine 3/2009

Open Access 01-11-2009 | Original Article

Heterogeneity in Health Insurance Coverage Among US Latino Adults

Authors: Arturo Vargas Bustamante, PhD, Hai Fang, PhD, John A. Rizzo, PhD, Alexander N. Ortega, PhD

Published in: Journal of General Internal Medicine | Special Issue 3/2009

Login to get access

Abstract

Objective

We sought to determine the differences in observed and unobserved factors affecting rates of health insurance coverage between US Latino adults and US Latino adults of Mexican ancestry. Our hypothesis was that Latinos of Mexican ancestry have worse health insurance coverage than their non-Mexican Latino counterparts.

Methods

The National Health Interview Survey (NHIS) database from 1999–2007 consists of 33,847 Latinos. We compared Latinos of Mexican ancestry to non-Mexican Latinos in the initial descriptive analysis of health insurance coverage. Disparities in health insurance coverage across Latino categories were later analyzed in a multivariable logistic regression framework, which adjusts for confounding variables. The Blinder-Oaxaca technique was applied to parse out differences in health insurance coverage into observed and unobserved components.

Results

US Latinos of Mexican ancestry consistently had lower rates of health insurance coverage than did US non-Mexican Latinos. Approximately 65% of these disparities can be attributed to differences in observed characteristics of the Mexican ancestry population in the US (e.g., age, sex, income, employment status, education, citizenship, language and health condition). The remaining disparities may be attributed to unobserved heterogeneity that may include unobserved employment-related information (e.g., type of employment and firm size) and behavioral and idiosyncratic factors (e.g., risk aversion and cultural differences).

Conclusions

This study confirmed that Latinos of Mexican ancestry were less likely to have health insurance than were non-Mexican Latinos. Moreover, while differences in observed socioeconomic and demographic factors accounted for most of these disparities, the share of unobserved heterogeneity accounted for 35% of these differences.
Literature
1.
go back to reference Pew Hispanic Center. Hispanic Women in the United States, 2007, Fact Sheet. Washington DC: Pew Research Center; 2008. Pew Hispanic Center. Hispanic Women in the United States, 2007, Fact Sheet. Washington DC: Pew Research Center; 2008.
2.
go back to reference US Census. Income, Poverty, and Health Insurance Coverage in the United States: 2006. Washington, D.C.: US Department of Commerce; 2007. US Census. Income, Poverty, and Health Insurance Coverage in the United States: 2006. Washington, D.C.: US Department of Commerce; 2007.
3.
go back to reference Hadley J. Sicker and poorer: the consequences of being uninsured: a review of the research on the relationship between health insurance, medical care use, health, work and income. Med Care Res Rev. 2003;60(2):3–30.CrossRef Hadley J. Sicker and poorer: the consequences of being uninsured: a review of the research on the relationship between health insurance, medical care use, health, work and income. Med Care Res Rev. 2003;60(2):3–30.CrossRef
4.
go back to reference Zuvekas SH, Taliaferro GS. Pathways to access: health insurance, the health-care delivery system, and racial/ethnic disparities, 1996–1999. Health Aff. 2003;22(2):139–53.CrossRef Zuvekas SH, Taliaferro GS. Pathways to access: health insurance, the health-care delivery system, and racial/ethnic disparities, 1996–1999. Health Aff. 2003;22(2):139–53.CrossRef
5.
go back to reference Hargraves JL, Hadley J. The contribution of insurance coverage and community resources to reducing racial/ethnic disparities in access to care. Health Serv Res. 2003;38(3):809–29.CrossRefPubMed Hargraves JL, Hadley J. The contribution of insurance coverage and community resources to reducing racial/ethnic disparities in access to care. Health Serv Res. 2003;38(3):809–29.CrossRefPubMed
6.
go back to reference Waidmann TA, Rajan S. Race and ethnic disparities in health-care access and utilization: an examination of state variation. Med Care Res Rev. 2000;57(supp1):55–84.PubMed Waidmann TA, Rajan S. Race and ethnic disparities in health-care access and utilization: an examination of state variation. Med Care Res Rev. 2000;57(supp1):55–84.PubMed
7.
go back to reference Monheit AC, Vistnes JP. Race/ethnicity and health insurance status: 1987 and 1996. Med Care Res Rev. 2000;57(supp1):11–35.PubMed Monheit AC, Vistnes JP. Race/ethnicity and health insurance status: 1987 and 1996. Med Care Res Rev. 2000;57(supp1):11–35.PubMed
8.
go back to reference Brown ER, Ojeda VD, Wyn R, Levan R. Racial and Ethnic Disparities in Access to Health Insurance and Health Care. Los Angeles, CA: Kaiser Family Foundation and UCLA Center for Health Policy Research; 2000. Brown ER, Ojeda VD, Wyn R, Levan R. Racial and Ethnic Disparities in Access to Health Insurance and Health Care. Los Angeles, CA: Kaiser Family Foundation and UCLA Center for Health Policy Research; 2000.
9.
go back to reference Ku L, Matani S. Left out: immigrants’ access to health care and insurance. Health Affairs. 2001;20(1):247–56.CrossRefPubMed Ku L, Matani S. Left out: immigrants’ access to health care and insurance. Health Affairs. 2001;20(1):247–56.CrossRefPubMed
10.
go back to reference Alegria M, Cao Z, McGuire TG, et al. Health insurance coverage for vulnerable populations: contrasting Asian Americans and Latinos in the United States. Inquiry. 2000;43(3):231–54. Alegria M, Cao Z, McGuire TG, et al. Health insurance coverage for vulnerable populations: contrasting Asian Americans and Latinos in the United States. Inquiry. 2000;43(3):231–54.
11.
go back to reference Doty MM. Hispanic Patients’ Double Burden: Lack of Health Insurance and Limited English, Report no. 592. New York, NY: The Commonwealth Fund; 2003. Doty MM. Hispanic Patients’ Double Burden: Lack of Health Insurance and Limited English, Report no. 592. New York, NY: The Commonwealth Fund; 2003.
12.
go back to reference Derose KP, Baker DW. Limited English proficiency and Latinos’ use of physician services. Med Care Res Rev. 2000;57(1):76–91.CrossRefPubMed Derose KP, Baker DW. Limited English proficiency and Latinos’ use of physician services. Med Care Res Rev. 2000;57(1):76–91.CrossRefPubMed
13.
go back to reference Thamer M, Richard C, Casebeer AW, Ray NF. Health insurance coverage among foreign-born US residents: the Impact of race, ethnicity and length of residence. Am J Public Health. 1997;87(1):96–102.CrossRefPubMed Thamer M, Richard C, Casebeer AW, Ray NF. Health insurance coverage among foreign-born US residents: the Impact of race, ethnicity and length of residence. Am J Public Health. 1997;87(1):96–102.CrossRefPubMed
14.
go back to reference Angel RJ, Angel JL, Markides KS. Stability and change in health insurance among older Mexican Americans: longitudinal evidence from the Hispanic Established Populations for Epidemiologic Study of the Elderly. Am J Public Health. 2002;92(8):1264–71.CrossRefPubMed Angel RJ, Angel JL, Markides KS. Stability and change in health insurance among older Mexican Americans: longitudinal evidence from the Hispanic Established Populations for Epidemiologic Study of the Elderly. Am J Public Health. 2002;92(8):1264–71.CrossRefPubMed
15.
go back to reference Treviño FM, Moyer ME, Valdez B, Stroup-Benham A. Health insurance coverage and utilization of health services by Mexican Americans, Mainland Puerto Ricans and Cuban Americans. JAMA. 1991;265(2):233–9.CrossRefPubMed Treviño FM, Moyer ME, Valdez B, Stroup-Benham A. Health insurance coverage and utilization of health services by Mexican Americans, Mainland Puerto Ricans and Cuban Americans. JAMA. 1991;265(2):233–9.CrossRefPubMed
16.
go back to reference Carrasquillo O, Carrasquillo A, Shea S. Health insurance coverage of immigrants living in the United States: differences by citizenship status and country of origin. Am J Public Health. 2000;90(6):917–23.CrossRefPubMed Carrasquillo O, Carrasquillo A, Shea S. Health insurance coverage of immigrants living in the United States: differences by citizenship status and country of origin. Am J Public Health. 2000;90(6):917–23.CrossRefPubMed
17.
go back to reference Vitulio MW, Taylor AK. Latino adults’ health insurance coverage: an examination of Mexican and Puerto Rican subgroup differences. J Health Care Poor Underserved. 2002;13(4):504–25.CrossRef Vitulio MW, Taylor AK. Latino adults’ health insurance coverage: an examination of Mexican and Puerto Rican subgroup differences. J Health Care Poor Underserved. 2002;13(4):504–25.CrossRef
18.
go back to reference Harris MI. Racial and ethnic differences in health insurance coverage for adults with diabetes. Diabetes Care. 1999;22(10):1679–82.CrossRefPubMed Harris MI. Racial and ethnic differences in health insurance coverage for adults with diabetes. Diabetes Care. 1999;22(10):1679–82.CrossRefPubMed
19.
go back to reference Fronstin P, Lawrence GG, Robins PK. Differences in private health insurance coverage for working male Hispanics. Inquiry. 1997;34(2):171–90.PubMed Fronstin P, Lawrence GG, Robins PK. Differences in private health insurance coverage for working male Hispanics. Inquiry. 1997;34(2):171–90.PubMed
20.
go back to reference Lillie-Blanton M, Hoffman C. The role of health insurance coverage in reducing racial/ethnic disparities in health care. Health Aff. 2005;24(2):398–408.CrossRef Lillie-Blanton M, Hoffman C. The role of health insurance coverage in reducing racial/ethnic disparities in health care. Health Aff. 2005;24(2):398–408.CrossRef
21.
go back to reference Blinder AS. Wage discrimination: a reduced form and structural estimates. J Hum Resour. 1973;8(4):436–55.CrossRef Blinder AS. Wage discrimination: a reduced form and structural estimates. J Hum Resour. 1973;8(4):436–55.CrossRef
22.
go back to reference Oaxaca RL. Male-female wage differentials in urban labor markets. Int Econ Rev. 1973;14(3):693–709.CrossRef Oaxaca RL. Male-female wage differentials in urban labor markets. Int Econ Rev. 1973;14(3):693–709.CrossRef
24.
go back to reference Gaskin DJ, Briesacher BA, Limcangco R, Brigantti BL. Exploring racial and ethnic disparities in prescription drug spending and use among Medicare beneficiaries. Am J Geriatr Pharmacother. 2006;4(2):96–111.CrossRefPubMed Gaskin DJ, Briesacher BA, Limcangco R, Brigantti BL. Exploring racial and ethnic disparities in prescription drug spending and use among Medicare beneficiaries. Am J Geriatr Pharmacother. 2006;4(2):96–111.CrossRefPubMed
25.
go back to reference Weinick RM, Zuvekas SH, Cohen JW. Racial and ethnic differences in access to and use of health care services, 1977 to 1996. Med Care Res Rev. 2000;55(supp1):55–84. Weinick RM, Zuvekas SH, Cohen JW. Racial and ethnic differences in access to and use of health care services, 1977 to 1996. Med Care Res Rev. 2000;55(supp1):55–84.
26.
go back to reference Freiman MP, Cunningham PJ. Use of health care for the treatment of mental problems among racial/ethnic subpopulations. Med Care Res Rev. 1997;54(1):80–100.CrossRefPubMed Freiman MP, Cunningham PJ. Use of health care for the treatment of mental problems among racial/ethnic subpopulations. Med Care Res Rev. 1997;54(1):80–100.CrossRefPubMed
27.
go back to reference Fairlie R. An extension of the Blinder-Oaxaca decomposition technique to logit and probit models. J Econ Soc Meas. 2005;30(4):305–16. Fairlie R. An extension of the Blinder-Oaxaca decomposition technique to logit and probit models. J Econ Soc Meas. 2005;30(4):305–16.
28.
go back to reference Bartus T. Estimation of marginal effects using margeff. The Stata Journal. 2005;5(3):309–29. Bartus T. Estimation of marginal effects using margeff. The Stata Journal. 2005;5(3):309–29.
29.
go back to reference Portes A. Social capital: its origins and applications in modern sociology. Ann Rev Sociol. 1998;24(1):1–24.CrossRef Portes A. Social capital: its origins and applications in modern sociology. Ann Rev Sociol. 1998;24(1):1–24.CrossRef
30.
go back to reference Bryant CA. The impact of kin, friend and neighbor networks on infant feeding practices. Cuban, Puerto Rican and Anglo families in Florida. Soc Sci Med. 1982;16(20):1757–65.CrossRefPubMed Bryant CA. The impact of kin, friend and neighbor networks on infant feeding practices. Cuban, Puerto Rican and Anglo families in Florida. Soc Sci Med. 1982;16(20):1757–65.CrossRefPubMed
31.
go back to reference Ortega A, Fang H, Perez VH, et al. Health care access, use of services and experiences among undocumented Mexicans and other Latinos. Arch Intern Med. 2007;167(21):2354–9.CrossRefPubMed Ortega A, Fang H, Perez VH, et al. Health care access, use of services and experiences among undocumented Mexicans and other Latinos. Arch Intern Med. 2007;167(21):2354–9.CrossRefPubMed
32.
go back to reference Flores G, Abreu M, Olivar MA, Kastner B. Access barriers to health care for Latino children. Arch Ped Adolesc Med. 1998;152(11):1119–25. Flores G, Abreu M, Olivar MA, Kastner B. Access barriers to health care for Latino children. Arch Ped Adolesc Med. 1998;152(11):1119–25.
33.
go back to reference Vargas Bustamante A, Ojeda G, Castaneda X. Willingness to pay for cross border health insurance between the United States and Mexico. Health Aff. 2008;27(1):169–78.CrossRef Vargas Bustamante A, Ojeda G, Castaneda X. Willingness to pay for cross border health insurance between the United States and Mexico. Health Aff. 2008;27(1):169–78.CrossRef
34.
go back to reference Halek M, Eisenhauer JG. Demography of risk aversion. J Risk Insur. 2001;68(1):1–24.CrossRef Halek M, Eisenhauer JG. Demography of risk aversion. J Risk Insur. 2001;68(1):1–24.CrossRef
35.
go back to reference Vargas Bustamante A, Fang H, Rizzo JA, Ortega AN. Understanding observed and unobserved health care access and utilization disparities among US Latino adults. Med Care Res Rev. (In press). Vargas Bustamante A, Fang H, Rizzo JA, Ortega AN. Understanding observed and unobserved health care access and utilization disparities among US Latino adults. Med Care Res Rev. (In press).
Metadata
Title
Heterogeneity in Health Insurance Coverage Among US Latino Adults
Authors
Arturo Vargas Bustamante, PhD
Hai Fang, PhD
John A. Rizzo, PhD
Alexander N. Ortega, PhD
Publication date
01-11-2009
Publisher
Springer-Verlag
Published in
Journal of General Internal Medicine / Issue Special Issue 3/2009
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-009-1069-7

Other articles of this Special Issue 3/2009

Journal of General Internal Medicine 3/2009 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.