Statistical inferences of extended concentration indices for directly standardized rates.

作者: Mandi Yu , Benmei Liu , Yan Li , Zhaohui (Joe) Zou , Nancy Breen

DOI: 10.1002/SIM.7952

关键词: LinearizationStatisticsSample (statistics)EstimatorVariance (accounting)Standardized rateMonte Carlo methodStatistical inferenceMathematicsPopulation

摘要: The relative concentration index (RCI) and the absolute (ACI) have been widely used for monitoring health disparities with ranked determinants. RCI has extended to allow value judgments about inequality aversion by Pereira in 1998 Wagstaff 2002. Previous studies of focused on survey sample data. This paper adapts use directly standardized rates (DSRs) calculated from population-based surveillance A Taylor series linearization (TL)-based variance estimator is developed evaluated using simulations. simulation-based Monte Carlo (MC) also as a comparison. Following Wagstaff's approach 1991, we extend ACI DSRs. In all simulations, both TL MC methods produce valid estimates. simple, closed form that attractive users without sophisticated programming skills. estimators incorporated into beta version National Cancer Institute's Health Disparities Calculator, free statistical software tool enables estimation 11 commonly summary measures

参考文章(21)
Kirk M. Wolter, Taylor Series Methods Springer New York. pp. 226- 271 ,(2007) , 10.1007/978-0-387-35099-8_6
João A. Pereira, Inequality in Infant Mortality in Portugal, 1971–1991 Developments in Health Economics and Public Policy. ,vol. 6, pp. 75- 93 ,(1998) , 10.1007/978-1-4615-5681-7_4
Zhuo Chen, Kakoli Roy, Carol A. Gotway Crawford, EVALUATION OF VARIANCE ESTIMATORS FOR THE CONCENTRATION AND HEALTH ACHIEVEMENT INDICES: A MONTE CARLO SIMULATION† Health Economics. ,vol. 21, pp. 1375- 1381 ,(2012) , 10.1002/HEC.1796
Nanak C. Kakwani, Measurement of Tax Progressivity: An International Comparison The Economic Journal. ,vol. 87, pp. 71- 80 ,(1977) , 10.2307/2231833
Guido Erreygers, Correcting the Concentration Index Journal of Health Economics. ,vol. 28, pp. 504- 515 ,(2009) , 10.1016/J.JHEALECO.2008.02.003
Sonja Lumme, Reijo Sund, Alastair H. Leyland, Ilmo Keskimäki, A Monte Carlo method to estimate the confidence intervals for the concentration index using aggregated population register data Health Services and Outcomes Research Methodology. ,vol. 15, pp. 82- 98 ,(2015) , 10.1007/S10742-015-0137-1
Adam Wagstaff, Pierella Paci, Eddy van Doorslaer, On the measurement of inequalities in health Social Science & Medicine. ,vol. 33, pp. 545- 557 ,(1991) , 10.1016/0277-9536(91)90212-U
Mandi Yu, Zaria Tatalovich, James T. Gibson, Kathleen A. Cronin, Using a composite index of socioeconomic status to investigate health disparities while protecting the confidentiality of cancer registry data Cancer Causes & Control. ,vol. 25, pp. 81- 92 ,(2014) , 10.1007/S10552-013-0310-1
Philip M Clarke, Ulf-G Gerdtham, Magnus Johannesson, Kerstin Bingefors, Len Smith, On the measurement of relative and absolute income-related health inequality Social Science & Medicine. ,vol. 55, pp. 1923- 1928 ,(2002) , 10.1016/S0277-9536(01)00321-5