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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
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Kinkead, Joyce – CEA Forum, 2021
Undergraduate English majors should have opportunities to conduct meaningful, authentic research. This essay outlines a research methods course that introduces students to empirical research with qualitative and quantitative tools. Over the course of the term, students complete a whole-class project that models the process and then also complete…
Descriptors: Undergraduate Students, Majors (Students), English Instruction, Student Research
Kulkarni, Tara; Weeks, Mollie R.; Sullivan, Amanda L. – Equity Assistance Center Region III, Midwest and Plains Equity Assistance Center, 2021
This Equity Tool, intended to support when critically reading a research study/report, provides a brief introduction to key concepts and issues involved in using largescale research, calling attention to high profile controversies, and providing explicit linkages to desegregation areas (race, sex, nationality, religion). The first part (Table 1)…
Descriptors: Equal Education, Check Lists, Data Analysis, Research Reports