qualitative analysis (qual anal) [L, qualis, what kind; Gk, analysis, a loosening] , 1. (in chemistry) the study of a sample of material to determine what chemical substances are present. 2. (in research) the analysis and interpretation of data that cannot be analyzed by statistical methods. Compare quantitative analysis.