Signed into Law on January 8, 2002, the 1,180 page No Child Left Behind Act (NCLB) shifted the course of public education in America. For the first time accountability was firmly placed at the center of school operations by requiring a systematic approach to achieving reform and improving all areas of school life (Wanker & Christie, 2005). As…

Background/Context: In recent years, states, districts, schools, and external partners have recognized the need to proactively foster the use of data to guide educational decision-making and practice. Understanding that data alone will not guarantee use, individuals at all levels have invested in interventions to support better access to,…

What data should teachers use, and how should they use these data to improve their teaching? In this review, a diverse set of literature that addresses this question is categorized according to three distinct approaches: the diagnostic approach, the methods approach, and the teacher approach. Within the diagnostic approach, teachers collect data…

The article addresses the question of how the assessment process with large-scale data derived from online learning environments will be different from the assessment process without it. Following an explanation of big data and how it is different from previously available learner data, we describe three notable features that characterize…

Background: Despite increased access to student learning data, scholars have demonstrated that teachers do not always know how to use these data in ways that lead to deep changes in instruction and often lack skills and knowledge to interpret results and develop solutions. In response, administrators have invested in instructional coaches, data…

A small and diverse segment of the Integrated Postsecondary Education Data System (IPEDS) universe includes colleges and universities that offer only degrees above the baccalaureate level. These graduate-only institutions are colleges or universities that offer programs in a variety of fields, including acupuncture, medicine, law, theology,…

For better or worse, many educational decisions that were once handled on a personal level by teachers or administrators now increasingly rely upon data and information. To be successful in this era, educators need to understand this broad sociotechnical revolution and how it is realigning traditional roles and responsibilities. In this book, the…

The 2013-18 West Virginia Higher Education Policy Commission master plan, "Leading the Way: Access. Success. Impact" was developed to provide a programmatic framework and goals to enable the state's system of public four-year institutions to meet the educational needs of West Virginians. A state economy in flux with declining revenues…

The Data Quality Campaign (DQC) has been focused since 2005 on advocating for states to build robust state longitudinal data systems (SLDS). While states have made great progress in their data infrastructure, and should continue to emphasize this work, data systems alone will not improve outcomes. It is time for both DQC and states to focus on…

Community colleges are under pressure these days to produce graduates who can land jobs. But identifying which occupations and skills are in demand is often easier said than done. LaGuardia, a City University of New York campus in Long Island City, is one of 10 community colleges across six states experimenting with software that collects…

The Data Quality Campaign (DQC) is dedicated to helping everyone with a stake in education, including parents, teachers, education leaders, and policymakers, effectively and appropriately understand and use education data. DQC helps parents and educators understand the value of data--why data matter and how they can help students be successful in…

Better information about how investments in education are influencing outcomes for students, schools, and districts is needed. The growing hunger for using financial data to answer more and evolving questions will require changes in systems, policy, practice, and culture. The problem at hand is that both people and systems have limited capacity to…

All programs of healthcare education face increasing change and daunting challenges to prepare new graduates for the real world of practice as care providers in complex systems. The necessity for change in nursing education is at a critical level, called on from a variety of sources. New nurses must be able to enter practice as competent, safe,…

This article examines an understudied aspect of teachers' sensemaking of student learning data: the way in which teachers explain the causes of the outcomes observed in data. Drawing on sensemaking and attribution theory and data collected in six middle schools, we find that while teachers most often attributed outcomes to their own instruction,…

In the case of higher education, the hills are more like mountains of data that "we're accumulating at a ferocious rate," according to Gerry McCartney, CIO of Purdue University (Indiana). "Every higher education institution has this data, but it just sits there like gold in the ground," complains McCartney. Big Data and the new tools people are…