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This paper describes the application of an integrated approach to formative evaluation, design-driven co-design (DDCD), a method that builds on participatory evaluation and design-based research methods to seamlessly support program outcomes and evaluation goals. DDCD was applied to a multi-year STEM-H teacher professional learning program to examine how implementing co-design features supported both professional learning outcomes for participants and the formative evaluation of program implementation and intermediary outcomes. We draw on pre- and post-survey data, one-on-one coaching notes, participant interviews, and lesson design artifacts. Study findings reveal the feasibility of using data-driven co-design strategies as an evaluation method and capacity building tool to achieve program improvement and outcome goals.