This paper critically reviews of the use of thematic analysis (TA) in qualitative research by describing its procedures  and processes and by comparing grounded theory (GTA) with hermeneutic analysis. The literature that relates to  thematic analysis (TA) shows that there is a lack of descriptions issues exist due respect to the concepts, process,  validations and clarifications that been used by researchers.