The purpose of the study was to construct a criterion-referenced test battery of badminton. The subjects were the 223 players of the first and second level athletes in the Badminton Association of Republic of China. The approach of logistic regression model was used as selecting the best test battery of criterion-referenced test in badminton. The logistic regression equation was logit (p)=-22.22+0.05× push shot test+0.03×drop test+0.06×standing long jump test+0.12×muscle strength test. The best of cutoff score (criterion) was 0.52. Empirical approaches to create validations were the phi(φ) coefficient 0.53 and cross validation 0.80 in criterion-referenced measurement, as well s to create it's reliabilities of the agreement proportion 0.83, Cohen Kappa 0.53 and modified Kappa 0.65 in criterion-referenced measurement. The results made it possible to take into "decision strategy", such as the selection of national badminton team, the college admission of badminton placement, and the training of national badminton team. The conclusion was that the test batter had good characteristics to construct a criterion-referenced of badminton test battery.