Data
Meaningful analysis can rescue schools from drowning in data
By Learning Forward
August 2011
Vol. 32 No. 4
Read the remaining content with membership access. Join or log in below to continue.
Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo. Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores eos qui ratione voluptatem sequi nesciunt. Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit, sed quia non numquam eius modi tempora incidunt ut labore et dolore magnam aliquam quaerat voluptatem.
References
Amabile, T. & Kramer, S. (2011, May). The power of small wins. Harvard Business Review, 85(5).
Anderson, K. (2010). Data teams: Success stories (Vol. 1). Englewood, CO: Lead + Learn Press.
DuFour, R. & Marzano, R.J. (2009, February). High-leverage strategies for principal leadership. Educational Leadership, 66(5), 62-69.
Fullan, M. (2010). All systems go: The change imperative for whole system reform. Thousand Oaks, CA: Corwin Press.
Hargreaves, A. & Shirley, D. (2009). The fourth way: The inspiring future for educational change. Thousand Oaks, CA: Corwin Press.
Hattie, J. (2009). Visible learning: A synthesis of over 800 meta-analyses relating to achievement. New York: Routledge.
Marshall, K. (2010a). Principal evaluation rubrics. Available at www.marshallmemo.com/articles/Prin%20Eval%20Rubrics%20Jan%2026,%2010.pdf.
Marshall, K. (2010b). Teacher evaluation rubrics. Available at www.marshallmemo.com/articles/%20KM%20Teacher%20Eval%20Rubrics%20Sept%202010.pdf.
Marzano, R.J. (2007). The art and science of teaching: A comprehensive framework for effective instruction. Alexandria, VA: ASCD.
Pink, D.H. (2009). Drive: The surprising truth about what motivates us. New York: Riverhead Books.
Reeves, D.B. (2008). Assessing educational leaders: Evaluating performance for improved individual and organizational results (2nd ed.). Thousand Oaks, CA: Corwin Press.
Reeves. D.B. (2011a). Elements of grading: A guide to effective practice. Bloomington, IN: Solution Tree.
Reeves, D.B. (2011b). Finding your leadership focus: What matters most for student success. New York: Teachers College Press.
Stiggins, R.J. (2007). An introduction to student-involved assessment for learning (5th ed.). Upper Saddle River, NJ: Prentice Hall.
Learning Forward is the only professional association devoted exclusively to those who work in educator professional development. We help our members plan, implement, and measure high-quality professional learning so they can achieve success with their systems, schools, and students.
Recent Issues
APPLYING THE SCIENCE OF LEARNING
April 2026
Cognitive science illuminates how people learn. This issue shows how...
LEARNING WITH AI
February 2026
Generative AI can be a powerful tool for professional learning design and...
WHAT STUDENTS NEED NOW
December 2025
For all students to thrive, we need to understand who they are and what...
LEARNING COMMUNITIES FOR LEADERS
October 2025
Leaders need opportunities to connect, learn, and grow with peers just as...






