ANALYSIS OF AN INCOMPLETE BLOCK DESIGN USING SPSS (statistical package for social scientists.) If you have been given data from a randomized incomplete block design, with responses in numerical values, blocking factors and control factors in their respective labeling. Then, the data from this experiment is suitably analyzed as a balanced design but with incompleteness. I`. m going to use the spss to show you how to analyze this kind of data.