Power Analysis for Two-Level Multisite Randomized Cost-Effectiveness Trials

被引:4
|
作者
Li, Wei [1 ]
Dong, Nianbo [2 ]
Maynard, Rebecca A. [3 ,4 ]
机构
[1] Univ Alabama, Dept Educ Studies Psychol Res Methodol & Counseli, 307C Carmichael Hall, Tuscaloosa, AL 35487 USA
[2] Univ North Carolina Chapel Hill, Quantitat Methods, Sch Educ, 116 Peabody Hall,CB 3500, Chapel Hill, NC 27599 USA
[3] Univ Penn, Educ, 3700 Walnut St, Philadelphia, PA 19104 USA
[4] Univ Penn, 3700 Walnut St, Philadelphia, PA 19104 USA
关键词
cost-effectiveness analysis; statistical power analysis; multisite randomized trials; multilevel models; STATISTICAL POWER; OPTIMAL-DESIGN; SAMPLE-SIZES; EDUCATION; IMPACT; PROGRAM; CARE;
D O I
10.3102/1076998620911916
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Cost-effectiveness analysis is a widely used educational evaluation tool. The randomized controlled trials that aim to evaluate the cost-effectiveness of the treatment are commonly referred to as randomized cost-effectiveness trials (RCETs). This study provides methods of power analysis for two-level multisite RCETs. Power computations take account of sample sizes, the effect size, covariates effects, nesting effects for both cost and effectiveness measures, the ratio of the total variance of the cost measure to the total variance of effectiveness measure, and correlations between cost and effectiveness measures at each level. Illustrative examples that show how power is influenced by the sample sizes, nesting effects, covariate effects, and correlations between cost and effectiveness measures are presented. We also demonstrate how the calculations can be applied in the design phase of two-level multisite RCETs using the software PowerUp!-CEA (Version 1.0).
引用
收藏
页码:690 / 718
页数:29
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