Quantifying Income-Related Inequality in Healthcare Delivery in the United States
- 1 January 2004
- journal article
- research article
- Published by Wolters Kluwer Health in Medical Care
- Vol. 42 (1) , 38-47
- https://doi.org/10.1097/01.mlr.0000103526.13935.b5
Abstract
Numerous studies have found that high-income Americans use more medical care than their low-income counterparts, irrespective of medical "need." The methods employed in these studies, however, make it difficult to evaluate differences in the degree of income-related inequality in utilization across population subgroups. In this study, we derive a summary index to quantify income-related inequality in need-adjusted medical care expenditures and report values of the index for adults and children in the United States. We used the summary index of income-related inequality in expenditures developed by Wagstaff et al. 1 The source of data for the study was the Household Component of the 1996-1998 Medical Expenditure Panel Survey, which contains person-level data on medical care expenditures, demographic characteristics, household income, and a wide array of health status measures. We used multivariate regression analysis to predict need-adjusted annual medical care expenditures per person by income level and used the predictions to calculate the indices of inequality. Separate indices were calculated for all adults, working-age adults, seniors, and children ages 5 to 17. For all age groups, predicted expenditures per person, adjusted for medical need, generally increased as income rose. The index of inequality for all adults was +0.087 (95% confidence interval, +0.035, +0.139); for working-age adults, +0.099 (+0.046, +0.152); for seniors, +0.147 (+0.059, +0.235); and for children, +0.067 (+0.006, +0.128). There exists income-related inequality in medical care expenditures in the United States, and it favors the wealthy. The inequality is highest among seniors despite Medicare, intermediate among working-age adults, and lowest among children.Keywords
This publication has 27 references indexed in Scilit:
- Estimating log models: to transform or not to transform?Journal of Health Economics, 2001
- Socioeconomic differences in Medicare supplemental coverage.Health Affairs, 2000
- Equity in the delivery of health care in Europe and the USJournal of Health Economics, 2000
- Health insurance markets and income inequality: findings from an international health policy surveyHealth Policy, 2000
- Modeling risk using generalized linear modelsJournal of Health Economics, 1999
- Use of Medical Care by African American and White Older Persons: Comparative Analysis of Three National Data SetsThe Journals of Gerontology, Series B: Psychological Sciences and Social Sciences, 1997
- Non-medical influences on medical decision-makingSocial Science & Medicine, 1996
- Equity in the delivery of health care: some international comparisonsJournal of Health Economics, 1992
- On the measurement of horizontal inequity in the delivery of health careJournal of Health Economics, 1991
- The Distribution of Public Expenditure: The Case of Health CareEconomica, 1978