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Download full textElliott 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
National Center for Education Statistics (ED), Washington, DC. – 1994
The National Center for Education Statistics (NCES) integrated some of its national surveys of educational information into the Schools and Staffing Survey (SASS), which was initiated in 1987-88 and is being repeated at intervals to provide information about the nation's schools and their educators. The 1988-89 Teacher Followup Survey (TFS), a…
Descriptors: Career Planning, Data Analysis, Data Collection, Educational Planning
