Industries are increasingly taking advantage of the access provided in the digital age to use data to inform business and practice-based decision making. The profession of social work has recently called for social workers to become more data-driven, through its Grand Challenge to leverage technology such as data-driven decision making for social good. School-Based Social Workers, who often work in educational contexts that demand they collect and use data are being asked to figure out ways to engage data to help promote evidence-informed practices and process level changes. Using a scoping review, this article looks at the state of the current literature on how this process is evolving. This information can help set the stage for a framework for the systematic application of data in social work settings.