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This case study from the Consortium for School Networking (CoSN) provides an up-close look at how one of these trailblazers has established a sustainable strategy for data-driven decision making (DDDM).

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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!)

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All schools have data about student achievement. To make the most of these data to improve learning, we need to take be aware of many other factors - evidence that describes our students' wider learning environment.

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Thoughtful analysis from Scott McLeod. In his work with numerous school organizations in multiple states, he has seen the power of data firsthand. When done right, data-driven education can have powerful impacts on the learning outcomes of students. Unfortunately, most school districts still are struggling with their data-driven practice. Much of this is because they continue to think about using data from a compliance mindset rather than using data for meaningful school improvement

This report addresses some of these issues by summarizing findings from an exploratory study of the school-based assessment practices in a sample of elementary, middle, and secondary schools. The purposes of the study were twofold: (1) to add to the growing base of knowledge about how schools use student assessment data obtained from multiple sources to inform important decisions about programs, instruction, and individual students; and (2) to identify and describe the factors and conditions that make schools' use of the student assessment data more probable and valuable.