Qualitative analysis involves non-numeric data collection and has three dimensions: understanding concepts, people, and interactions. The four major types of qualitative research are phenomenology, ethnography, grounded theory, and case study, with phenomenology deemed the most persuasive due to its direct reliance on individuals' experiences. Data analysis in qualitative research typically includes open, axial, and selective coding.