The Ethics and Bureaucratization of Data Management

In this chapter, we consider what a “critical” approach to data management means. We are researchers who work with large-scale longitudinal data in order to address policy issues around equity in higher education. We explore how a critical approach applies to various aspects of working with quantitative data, by first considering why a critical approach is important and how stereotypical ontological and epistemological orientations toward …