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"Data-based decisions"-the phrase has become a buzzword in education over the last few years. However, it does make sense that using information to help clarify issues, identify alternative solutions to problems, and target resources more effectively will lead to better decisions. The real question should not be whether to integrate the use of data in decision making, but how.Finding good data and using it effectively is actually a complex process-one that many schools and districts are just beginning to address. One specific type of data-based decision making that shows promise for helping schools dramatically increase student achievement is the use of assessment data to drive instructional improvement

There's a ton of data being collected. The trick is to know how to use it effectively.

April 2008 : THE Journal. As each district progresses, it will face new challenges discerning what data is relevant, addressing tolerance for change among users, and figuring out how to respond now that data is driving its decision-making.
\nStage 1: Define the Outcomes
\nStage 2: Define the Questions
\nStage 3: Collect and Sort
\nStage 4: Extract Meaning
\nStage 5: Take Action
\nStage 6: Evaluate Outcomes, Modify as Needed

This book is a step by step recipe book for using data in your schools. "It answers the who, what, when, where, and how. The book is not a complicated read and it is an excellent book for a book study with the entire staff.This book will help staffs to understand how data can help to improve the climate and culture in a school, instruction and the academic outcome of all students."

It's not as easy as it looks to determine which schools are doing better than others. Two different criteria are relevant: is the difference in performance between two schools large enough to matter, which is sometimes termed educational significance or practical significance; and is the difference in performance between two schools real, or could it just be due to chance, which is typically described as statistical significance. Ideally, we are interested in differences that are both practically and statistically significant. But a difference could be large, but not statistically significant (which is often the case when we have a small sample of information about performance), or statistically significant, but very small (in which we are pretty sure that the difference is real, but it's just not very important). (Yes, statistical significance does matter!)

A major purpose of the monitoring plan is to put in place a system for the ongoing collection of data aligned with the content standard indicators/objectives you are responsible for teaching. You can't analyze data you don't have. And it is not useful to analyze data that is not aligned with your learning outcomes. Once you have the data, you are ready to analyze it.

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During the last 65 years, ASCD publications have charted the education profession's perennial quest to design and use assessments wisely. ASCD and its members have consistently urged clarity about the purposes of evaluation and advocated the use of assessments that are appropriate for their specific purposes. A thread that runs through six decades of writing about assessment is the belief that assessments should answer two questions: How are we doing? How can we do it better?

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