Explanatory case study examines the data closely both at a surface and deep level in order to explain the phenomena in the data.. On the basis of the data, the researcher may then form a theory and set to test this theory. Furthermore, explanatory cases are also deployed for causal studies where pattern- matching can be used to investigate certain phenomena in very complex and multivariate cases.