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During the session, KYSTATS will elaborate on their collaborative process in formulating the research agenda and developing these reports, emphasizing the consensus-building across agencies regarding the definition and application of equity. Furthermore, representatives will discuss the practical impact of these reports, detailing decisions and policies shaped by the insights gained. KYSTATS has also prioritized effective data visualization strategies to ensure that information is not only compliant with accessibility standards but also promotes accurate and meaningful interpretation by a diverse audience. Through these efforts, KYSTATS continues to advance equity in education and workforce development, leveraging robust data-driven insights to foster informed decision-making and promote equitable outcomes across Kentucky.