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Best Practice Guides

These documents present best-practice suggestions for approaching all stages of planning, managing, and using an education data system.

Planning the Data System

Managing the Data

Data Quality Assurance

  • Culture of Data Quality
    Forum Guide to Building a Culture of Quality Data: A School and District Resource (2005)
    This short book focuses on how to achieve a "Culture of Quality Data" by focusing on data entry—getting things right at the source. The quality of data will improve when all staff understand how the data will be used and how data become information.
  • Curriculum Guide
    Forum Curriculum for Improving Education Data: A Resource for Local Education Agencies (2007)
    Offers training materials to improve the quality of education data collected, used, and reported by school and district staff. It provides lesson plans, instructional handouts, and related resources, and presents concepts necessary to help schools develop a culture for improving data quality.
  • Online Education Training
    Improving Education Data Part 1—Creating a Foundation
    Improving Education Data Part 2—Coordinating Data Quality

    Visit SIFA University to take this self-paced online course at no cost.

Using Data

  • Data Ethics
    Forum Guide to Data Ethics (2010)
    This document presents a code of ethics for data management in education settings. Its canons, examples, descriptions, and recommendations reflect situations that arise in real schools, school districts, and state education agencies. The guidance is intended to supplement existing data ethics policies in education organizations or serve as a template when organizations create new policies.
  • Education Indicators
    Forum Guide to Education Indicators (2005)
    The guide defines a number of key education statistics and offers recommendations and caveats about their use.

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