Scott McLeod, J.D., Ph.D.
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  • Top Data-Driven Decision-Making Resources

    The best of the best...
    • Diagram: Essential Elements of Data-Driven PLCs
      McLeod, S. (2006). Essential elements of data-driven PLCs. A one-page diagram of an overall framework for thinking about DDDM in K-12 schools.
    • Data-Driven Teachers
      McLeod, S. (2005). Data-driven teachers. Available at http://www.microsoft.com/education/ThoughtLeadersDDDM.mspx. Describes in more detail an overall framework for thinking about DDDM in K-12 schools.
    • Technology Tools for Data-Driven Teachers
      McLeod, S. (2005). Technology tools for data-driven teachers. Available at http://www.microsoft.com/education/ThoughtLeadersDDDM.mspx. Describes the available options for summative and formative data collection and analysis.
    • School Data Tutorials
      UCEA Center for the Advanced Study of Technology Leadership in Education. (2005). School data tutorials. Available at http://www.schooldatatutorials.org. Free tutorials to teach educators how to work with and analyze student and school data.
    • Maximize Your Mining, Part One
      McIntire, T. (2005, April 15). Maximize your mining. Available at http://www.techlearning.com/shared/printableArticle.jhtml?articleID=160400818. Describes what schools ARE striving to do with DDDM.
    • Maximize Your Mining, Part Two
      McIntire, T. (2005, June 15). Maximize your mining, part two. Available at http://www.techlearning.com/shared/printableArticle.jhtml?articleID=164300240. Describes what schools SHOULD be trying to do with DDDM.
  • Formative Assessments

    Helpful resources about formative assessments
    • Inside the Black Box
      Black, P., & Wiliam, D. (1998) Inside the black box: Raising standards through classroom assessment. Available at http://www.pdkintl.org/kappan/kbla9810.htm. Describes the power and the potential of formative assessments in K-12 schools.
    • How Student Progress Monitoring Improves Instruction
      Safer, N., & Fleischman, S. (2005). How student progress monitoring improves instruction. Available at www.ascd.org. A great article to give to teachers about the power and potential of progress monitoring during the year.
    • Mapping a Course
      Supovitz, J.A., & Klein, V. (2003). Mapping a course for improved student learning. Available at http://www.cpre.org/Publications/AC-08.pdf. A fabulous overview of how schools can effectively use progress monitoring data.
    • Formative Assessment Vendors
      Ysseldyke, J, & McLeod, S. (2006). Formative assessment software. A one-page list of vendors providing technology-based formative assessment systems for the K-12 market.
  • Data Warehouses

    Helpful resources about data warehouses
    • What Does a Data Warehouse Do?
      xplane. (2004). Improving achievement through student data management. A one-page graphic overview of data warehouses.
    • Data Warehouse Vendors
      McLeod, S. (2005). K-12 data warehouse vendors. A one-page list of data warehouse vendors serving the K-12 market.
    • Johns Hopkins - DMA Systems
      Wayman, J. C., Stringfield, S., & Yakimowski, M. (2004, January). Software enabling school improvement through analysis of student data. A report comparing different data warehouse systems.
    • Eduventures - DMA Systems
      Eduventures. (2003, November). Making sense of the data: Overview of the K-12 data management and analysis market. A report comparing different data warehouse systems.
    • LSS - DMA Systems
      Sarmiento, J. W. (2004). Technology tools for the analysis of achievement data: An introductory guide for educational leaders. A report comparing different data warehouse systems.
    • Desirable Data Warehouse Capabilities
      McLeod, S. (2003, October 29). E-mail to NSBA TLN listserv. Things to consider when buying a data warehouse system.
    • Buying a Data Warehouse
      McIntire, T. (2004). Eight buying tips: Data warehouses. Available at http://www.techlearning.com/shared/printableArticle.jhtml?articleID=26806926. Things to consider when buying a data warehouse system.
    • Buying an Assessment System
      McIntire, T. (2003, November 15). Buying an assessment system: Five considerations. Available at http://www.techlearning.com/shared/printableArticle.jhtml?articleID=16000696. Things to consider when buying a data warehouse system.
    • Ensuring Data Quality
      ESP Solutions Group. (2004). Ensuring data quality. A one-page graphic overview of the steps necessary to ensure high levels of data quality.
    • The Administrator's Guide to Data-Driven Decision Making
      McIntire, T. (2002, June 15). The administrator's guide to data-driven decision-making. Available at http://www.techlearning.com/db_area/archives/TL/2002/06/guide.html. An overview of the steps necessary to ensure high levels of data quality.
  • Secondary Schools

    Middle, junior, and senior high resources
    • Gaining Traction, Gaining Ground
      2005, Education Trust
    • The Power to Change
      2005, Education Trust
    • Data-Driven High School Reform
      2001, LAB
    • Results That Matter
      2006, Partnership for 21st Century Skills
    • The Silent Epidemic
      2006, Bill and Melinda Gates Foundation
    • Stalled in Secondary
      2005, Education Trust
  • Other DDDM Resources

    Miscellaneous other helpful resources
    • Woodland Elementary PLC Questions
      A list of the questions used by the Woodland Elementary PLCs when they meet each month to discuss their progress monitoring data.
    • Pyramid of Interventions Packet (DRAFT; updated June 14, 2006)
      A packet that can be used with PLCs or teacher teams to identify critical skills, possible assessments, and instructional resources that then can be used to create pyramids of intervention.
    • Example Excel Data Template 1
      An example of the Excel data templates we're creating with the Osseo (MN) Area Schools - MATH.
    • Example Excel Data Template 2
      Another example of the Excel data templates we're creating with the Osseo (MN) Area Schools - READING.
    • Example Excel Data Template 3
      Another example of the Excel data templates we're creating with the Osseo (MN) Area Schools - DISCIPLINE.
    • DDDM Podcast
      A podcast on data-driven decision-making. Done with Tim Wilson of The Savvy Technologist.
    • DDDM Competencies for Teachers and Administrators (DRAFT)
      Presents a professional development framework for data-driven school improvement. Being created in conjunction with the Chicago (IL) Public Schools.
    • DDDM Courses at the U
      Description of the data-driven decision-making courses offered by the University of Minnesota College of Education and Human Development.
    • Building Data Capacity Workshops
      A description of the workshops offered by School Technology Leadership Associates, Inc. to build capacity in schools to work with raw student and school data.