Data analysis included a holistic analysis of the entire case study to identify themes that emerged during the collection process. Naturalistic generalizations were developed from the emerging themes as a result of analyzing the data. These generalizations are implications or suggestions for higher education to apply to a population of cases (Creswell, 2007).