This protocol guided the review of research that informed the recommendations contained in the What Works Clearinghouse (WWC) practice guide Using Student Achievement Data to Support Instructional Decision Making, published in September 2009. The research review involved the following steps: (1) The research staff searched the professional…

The use of data to track and manage progress is critical to a collective impact initiative achieving results or understanding impact. Yet, little research has been done to determine how collective impact practitioners can effectively use data. This article--including a literature review, semistructured interviews with experts on performance…

School districts increasingly push school leaders to utilize multiple measures of teacher effectiveness, such as observation ratings or value-added scores, in making talent management decisions, including teacher hiring, assignment, support, and retention, but we know little about the local conditions that promote or impede these processes. We…

Despite being widely used and frequently studied, the Angoff standard setting procedure has received little attention with respect to an integral part of the process: how judges incorporate examinee performance data in the decision-making process. Without performance data, subject matter experts have considerable difficulty accurately making the…

Empirical evidence on the way in which expert designers from different domains cognitively connect their internal processes with external resources is presented in the context of an extended cognition model. The article focuses briefly on the main trends in the extended design cognition theory and in particular on recent trends in information…

As accountability systems have increased demands for evidence of student learning, the use of data in education has become more prevalent in many countries. Although school and administrative leaders are recognizing the need to provide support to teachers on how to interpret and respond to data, there is little theoretically sound research on…

This study examined how effectively candidates in an MSEd in literacy education with a focus on reading program used the results from the Basic Reading Inventory to develop key instructional recommendations. The results indicated that, overall, candidates made about two thirds of the key recommendations suggested by an expert in the area of…

"Learning from the Experts" offers an intimate look at the ways education policies collide with everyday classroom practices and illustrates how thoughtful, solutions-oriented and results-driven teachers are reframing debates in education today. Early career teachers now make up a "new majority" (52 percent) of the workforce.…

Predicting the future is now in the hands of K12 administrators. While for years districts have collected thousands of pieces of student data, educators have been using them only for data-driven decision-making or formative assessments, which give a "rear-view" perspective only. Now, using predictive analysis--the pulling together of data over…

In today's accountability climate, regional accrediting bodies are requiring colleges and universities to develop and sustain a culture of evidence-based decision making and improvement. But two-thirds of college presidents in a 2011 "Inside Higher Ed" survey said their institutions are not particularly strong at using data for making decisions.…

In this column, we share the collective reflections of a group of teachers and a school administrator in one Midwestern elementary school, which highlight the value of using data collaboratively to bring about instructional change and to improve student reading achievement.

Throughout the past two decades, Boston Public Schools has seen strong, steady improvement, recently demonstrated through student gains on NAEP's Trial Urban District Assessment in math and recognized through the award of the 2006 Broad Prize for Urban Education. Teacher leaders have played an important role in Boston's improvement. As team…

As states work to meet the American Recovery and Reinvestment Act (ARRA) requirement to follow individuals through the P-20 pipeline and into the workforce by 2011, their progress will be expedited and supported by using the following processes to guide the development and implementation of their cross-agency data sharing efforts: (1) Prioritize,…

In this case study, you are the associate superintendent and chief academic officer (CAO) of a large school district in the southwest. The case involves the complex issue of how to serve the burgeoning adolescent immigrant population in your school district. The study considers how a school that is situated in the heart of a Hispanic/Latino…

Data-driven decision making has become part of the lexicon for educational reform efforts. Supported by the federal No Child Left Behind legislation, the use of data to inform educational decisions has become a common-place practice across the country. Using an online survey administered to central office data leaders in all Virginia public school…