This session explores how Practice-Based Research and Participatory Action Research build a data-to-action pipeline to address systemic inequities and bridge research and counseling practice. Using school counselor training examples, we share outcomes (e.g., fewer discipline referrals, higher student belonging), co-designed interventions, and tools that turn data into sustainable, equity-focused change. Implications for adapting this model across counselor preparation context will be discussed.