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Creators/Authors contains: "Marshall, Stefanie L"

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  1. What does it mean to conduct computer science education research in a manner that ensures that the evidence produced is high quality and benefits a wide variety of students? One can pour over various guides from institutions like What Works Clearinghouse (WWC) and the American Psychology Association (APA). However, what many standards fail to include is a holistic perspective of conducting education research, including guidelines for ensuring that the aggregated data presented represents the student population that the research will ultimately serve. In this panel, we tackle both and explore approaches that have been used in other education research fields as well as those appropriate to CS education research that can be leveraged to ensure that all students' needs, experiences, cultures, identities, and voices are captured and presented in our research. 
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    Free, publicly-accessible full text available February 18, 2026
  2. This essay centers on the voices of leading scholars in science and STEM education on how equity can and should be centered in reviewing proposals for granting organizations. As the decisions made as a result of the reviewing process significantly impact the future directions of the field, we recognize the urgency in considering how equity is considered in this process. Through their experiences, four researchers offer the science and STEM community a call to action. The scholars interviewed highlighted that equitable reviewing and funding research and professional development will require changes within the science education and STEM funding ecosystem. Three overarching themes include (1) changing the ideologies and culture of science and STEM education research funding will require centering the needs of the communities being served; (2) institutions and granting organizations should adopt equity-focused and holistic rubrics and models; and 3) we each have an individual responsibility to employ equity during the review process. Thus, this essay has the potential to both inspire and provide explicit examples of how we can all center equity as we strive to transform the future of science and STEM education. 
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