Mismeasuring Schools’ Vital Signs Book Cover

Why mismeasurement matters

So many numbers in so many hands for so many years … Making sense of it all has led to many mistakes. With this book, we have turned those errors in human judgment into opportunities to learn.

When we misjudge schools’ vital signs, someone gets hurt

School superintendent sitting at a desk and reviewing a chart

District leaders

Reputations may get damaged. Leaders get blamed or praised for the wrong reasons. Bad policies cause harm no one sees.

District leaders

Principals siting in a classroom taking a course in statistics

Principals

Schools’ annual plans set the wrong priorities. Principals misread instructional strengths. Students get misidentified.

Principals

School board trustees sitting in a meeting room

School board trustees

Budgets shift resources in the wrong direction. Superintendents are evaluated unfairly. Weak strategic plans get approved.

School board trustees

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Students

Likely to be misidentified when their test results are misunderstood. May be denied help that they really need, or get help they don't need.

Students

Parents

Parents

May choose schools for their kids based on faulty evidence. May take accountability ratings too literally.

Parents

A a female school advocatesitting at a table and reading a school course curriculum

Advocates

May misinterpret the evidence of discipline gaps, while missing the evidence of individual bias in grading.

Advocates

Photo of Morgan Polikoff
“Educators and parents are awash in data, but how can they correctly use it? This thoughtful book points out ways in which education data are misused and offers concrete guidance to do better. Any program preparing teachers or school leaders … could benefit from reading this candid, approachable book.”
Morgan Polikoff, Associate Professor of Education at University of Southern California

What the book covers

Photo of David Osborne
“This book should be read by every school board member, superintendent, school principal, education reporter, and advocate. Rees and Wynns have spent decades wrestling with the measurement of school quality, and they understand the mistakes that have so often misled us. In clear and concise prose … they identify smart measurement methods that will help our state, district, and school leaders avoid those all-too-common errors.”
David Osborne, Author, Reinventing America’s Schools and Reinventing Government

Why we wrote this book

For the several decades the two of us have been in the world of schooling, we’ve seen schools’ and districts’ vital signs misunderstood far too often. These misperceptions are rarely the result of deception. Rarely are they the result of accountability pressure. Rather, they are the result of errors in judgment. We think it’s time to dive into those mistakes, untangle their causes, and learn from them. This book, then, is decidedly not another cookbook of best practices. It is a collection of stories and case studies of human errors, which we believe are rich opportunities to learn.
Photo of Ellen Mandinach
“A timely book about the importance of the use of data, facts, and evidence in education. It raised thoughtful questions about how data should be used for what purposes and the ensuing interpretations.”
Ellen Mandinach, Senior Research Scientist at WestEd, author