This session explores six critical areas where data framing and evaluation practices may unintentionally marginalize or harm vulnerable populations, particularly those experiencing systemic injustices. Participants will learn actionable strategies to identify and mitigate these challenges at every stage of the data lifecycle—from design to dissemination. By adopting a thoughtful and equity-centered approach, attendees will be empowered to produce more inclusive, impactful, and measurable outcomes in their work. MORE >