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Published in: Journal of Immigrant and Minority Health 5/2017

01-10-2017 | Original Paper

Healthcare Disparities in Hispanic Diabetes Care: A Propensity Score-Matched Study

Authors: L. Leanne Lai, Abdullah Alfaifi, Abdullah Althemery

Published in: Journal of Immigrant and Minority Health | Issue 5/2017

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Abstract

Hispanics represent the largest minority group in the US. Research has shown that the ethnic minority especially Hispanics have a disproportionate burden of illness associated with diabetes mellitus. However, many have been focused on small sample sizes with potential selection bias. This study aims to examine the ethnicity disparity in health care utilization and expenditures between Hispanic and non-Hispanics after controlling for confounding variables. Cross-sectional with propensity score-matched design. The study revealed that Hispanics with diabetes had higher poverty rates, lower education, less physical activity, and less health care utilization/expenditures than did non-Hispanics. The assessment of ethnicity differences in health care is challenging because of the potential biases that require careful adjustment. This study successfully identified and controlled for confounding bias and concluded the Hispanics disparity in health care utilization still exists.
Literature
1.
go back to reference Passel JS, Cohn DV. U. S. population projections: 2005–2050. Washington, DC; 2008. Passel JS, Cohn DV. U. S. population projections: 2005–2050. Washington, DC; 2008.
4.
go back to reference Centers for Disease Control and Prevention: National diabetes statistics report: estimates of diabetes and its burden in the epidemiologic estimation methods. Atlanta, GA; 2014. U.S. Department of Health and Human Services. Centers for Disease Control and Prevention: National diabetes statistics report: estimates of diabetes and its burden in the epidemiologic estimation methods. Atlanta, GA; 2014. U.S. Department of Health and Human Services.
5.
go back to reference Blackwell DL, Lucas JW, Clarke TC. Summary health statistics for U.S. adults: National Health Interview Survey, 2012. Vital and Health Statistics Series 2014;10(260):1–171. Blackwell DL, Lucas JW, Clarke TC. Summary health statistics for U.S. adults: National Health Interview Survey, 2012. Vital and Health Statistics Series 2014;10(260):1–171.
6.
go back to reference Pu J, Chewning B. Racial difference in diabetes preventive care. Res Soc Admin Pharm. 2013;9:790–6.CrossRef Pu J, Chewning B. Racial difference in diabetes preventive care. Res Soc Admin Pharm. 2013;9:790–6.CrossRef
7.
go back to reference Byrd-Holt DD. Is the risk of diabetic retinopathy greater in non-Hispanic blacks and Mexican Americans than in non-Hispanic whites with type 2 diabetes? A U.S. population study. Diabetes Care. 1998;21(8):1230–5.CrossRefPubMed Byrd-Holt DD. Is the risk of diabetic retinopathy greater in non-Hispanic blacks and Mexican Americans than in non-Hispanic whites with type 2 diabetes? A U.S. population study. Diabetes Care. 1998;21(8):1230–5.CrossRefPubMed
8.
11.
go back to reference Rosenbaum RR, Rubin DB. The central role of the propensity score in observational studies for causal effects. Biometrika. 1983;70(1):41–55.CrossRef Rosenbaum RR, Rubin DB. The central role of the propensity score in observational studies for causal effects. Biometrika. 1983;70(1):41–55.CrossRef
12.
go back to reference Hansen BB. The essential role of balance tests in propensity-matched observational studies: comments on ‘A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003’ by Peter Austin. Stat Med. 2008;27(12):2050–4.CrossRefPubMed Hansen BB. The essential role of balance tests in propensity-matched observational studies: comments on ‘A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003’ by Peter Austin. Stat Med. 2008;27(12):2050–4.CrossRefPubMed
13.
go back to reference D’Hoore W, Bouckaert A, Tilquin C. Practical considerations on the use of the Charlson comorbidity index with administrative data bases. J Clin Epidemiol. 1996;49(12):1429–33.CrossRefPubMed D’Hoore W, Bouckaert A, Tilquin C. Practical considerations on the use of the Charlson comorbidity index with administrative data bases. J Clin Epidemiol. 1996;49(12):1429–33.CrossRefPubMed
14.
go back to reference Normand ST, Landrum MB, Guadagnoli E, Ayanian JZ, Ryan TJ, Cleary PD, McNeil BJ. Validating recommendations for coronary angiography following acute myocardial infarction in the elderly: a matched analysis using propensity scores. J Clin Epidemiol. 2001;54(4):387–98.CrossRefPubMed Normand ST, Landrum MB, Guadagnoli E, Ayanian JZ, Ryan TJ, Cleary PD, McNeil BJ. Validating recommendations for coronary angiography following acute myocardial infarction in the elderly: a matched analysis using propensity scores. J Clin Epidemiol. 2001;54(4):387–98.CrossRefPubMed
15.
go back to reference Faries D, Leon AC, Haro JM, Obenchain RL. Analysis of observational health care data using SAS. Cary, NC: SAS Institute Incorporated; 2010. Faries D, Leon AC, Haro JM, Obenchain RL. Analysis of observational health care data using SAS. Cary, NC: SAS Institute Incorporated; 2010.
17.
go back to reference Livingston G, Minushkin S, Cohn D. Hispanics and the health care in the United States”. Washington, D.C.: Pew Hispanic Center and Robert Wood Johnson Foundation; 2008. Livingston G, Minushkin S, Cohn D. Hispanics and the health care in the United States”. Washington, D.C.: Pew Hispanic Center and Robert Wood Johnson Foundation; 2008.
18.
go back to reference Tienda M, Mitchell F. Hispanics and the future of America. Washington, D.C.: National Academies Press; 2006. Tienda M, Mitchell F. Hispanics and the future of America. Washington, D.C.: National Academies Press; 2006.
Metadata
Title
Healthcare Disparities in Hispanic Diabetes Care: A Propensity Score-Matched Study
Authors
L. Leanne Lai
Abdullah Alfaifi
Abdullah Althemery
Publication date
01-10-2017
Publisher
Springer US
Published in
Journal of Immigrant and Minority Health / Issue 5/2017
Print ISSN: 1557-1912
Electronic ISSN: 1557-1920
DOI
https://doi.org/10.1007/s10903-016-0505-0

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