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Author: Maura Spiegelman

  • Fast AND good? Comparing preliminary and final survey estimates

    Fast AND good? Comparing preliminary and final survey estimates

    Nov 17, 2025

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    by

    Maura Spiegelman
    in Data Analysis, Reporting

    As researchers, we want data to be timely, relevant, and actionable without sacrificing quality. That is, we want data to be both fast and good. For parents, teachers, and researchers, understanding how K-12 education changed during the COVID-19 pandemic is a key example of those considerations. Data users don’t want to wait years to gain…


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