Data analysis is a central component of research, as it is through analysis that data are transformed into meaningful findings. In social science and management research, data analysis supports description, explanation, and inference by systematically examining patterns within collected data. This article provides a conceptual introduction to data analysis in research, focusing on its purpose,…