Argues that grounded theory, an explicit approach to the analysis of qualitative data, is ideal for applied settings and can be adapted to the limited, sporadic opportunities available to faculty and faculty developers who focus on classroom interaction and social relations. Introduces key features and techniques of this approach. (JB)