You can label each interview according to the time at which occurred, and then use just about any qualitative analysis software to analyze the interviews by groups.
I believe that the sample dataset for Dedoose includes an illustration of this procedure.
Dear all. Thanks for your answers. Indeed, I'm trying to analyze documents that contained qualitative data in several times. Would the general softwares such as atlas.ti and NVivo be helpful?