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Elliott Ostler; Tami Williams; John Schultz – School Leadership Review, 2025
In today's data-driven and data-informed educational landscape, leaders face increasing pressure to make decisions and present results based on what appear to be comprehensive statistical analyses. However, the ethical implications of these responsibilities can be complex, particularly when statistical results carry the potential to be…
Descriptors: Data Analysis, Statistical Analysis, Data Use, Ethics
Complete College America, 2022
Successful higher education systems are student centered and constantly improving. They also are committed to addressing long-standing policies, perspectives, and practices that--intentionally or not--marginalize Black, Indigenous, Latinx, and/or People of Color (BILPOC) students, students from under-resourced families, and others who were not…
Descriptors: Higher Education, Equal Education, Educational Policy, Evidence Based Practice