Ensuring equitable opportunities and outcomes for all students is a top priority of many educators and policymakers across the globe. Data use can be an important lever for achieving equity, but how this can occur is not well understood. In this article, we draw upon knowledge gained in a decade of in-depth qualitative research to examine the ways…

Throughout history, a disproportionate number of learners have been tracked into terminal vocational programs based on their race, income, gender and disability, leading to jobs with uncertain promise of economic growth and prosperity. While the quality of Career Technical Education (CTE) programs has significantly improved since then, many…

A long overdue, much needed transformation is underway in the higher education system. It started a decade ago, when federal and state policy­makers first began to collect data on what students earn after pursuing a postsecondary education. But new data are fundamentally differ­ent. Unlike broad-based national statistics, such as how much someone…

The current accountability conversation in teacher education is the direct result of the policy paradigms that shape our understandings of schooling and reform. The authors present cases from Georgia and Missouri illustrating how these policy paradigms have resulted in outcomes-based accountability initiatives for teacher education. Specifically,…

Data has played an important role in England's recent school improvement journey. The evolution of the approach has not been perfect but the National Pupil Database has become a vital tool for health checking the education system, driving accountability, directing education policymaking, and tracking the educational attainment of key vulnerable…

The implementation of personalized learning (PL) models is growing rapidly; however, research on these models is limited. In particular, little is known about teachers' experiences as they implement technology-based PL models. Additionally, few studies have sought to understand how teachers make sense of PL. Examining teachers' experiences with…

Governors plays a central role in ensuring that public educational institutions provide students with the knowledge and abilities required for a successful life and career. The systemic use of data from education and labor markets informs governors and other policymakers of the effectiveness and efficiency of their existing postsecondary systems…

As educational attainment grows increasingly more essential to individual and societal prosperity and simultaneously more expensive, policymakers' appetite for evidence of the return on the investment in a college education has swelled and they increasingly want to equip prospective college students and their families with concrete information…

Leadership preparation programs are in transition as scholars seek to determine more sophisticated approaches in developing leaders for the increasing demands of accountability policy. This critical conceptual analysis focuses on leadership preparation for the socialization of school leaders. It is intended to reframe current perspectives about…

Over the past decade, the federal investment in higher education has grown, the public demand for a postsecondary degree has risen, and skepticism about the value and meaning of the degree has increased. This confluence has prompted a more intense federal interest in having clear and comparable information about colleges and universities available…

As community colleges receive attention focused on their role in addressing postsecondary needs, they are subject to varying levels of accountability, which necessitates the development of strategic approaches to leading institutions. Burke (2005) recognizes three accountability perspectives that higher education institutions must consider:…

More than a decade ago, Michael Lewis penned the influential book "Moneyball." An examination of how Oakland Athletics General Manager Billy Beane used data to make his franchise competitive with wealthier baseball teams, the book struck a chord. Beane's strategy of making decisions based on data had a powerful and positive impact on the…

Monte Vista Elementary School is one of 24 K-5 elementary schools in Las Cruces Public Schools, an urban district in southern New Mexico. The school's 450 students reflect the diversity of its Southwestern community: 75% Hispanic, 17% English language learners, and 68% free or reduced lunch, thus qualifying Monte Vista as a Title I school. Monte…

While teachers face new expectations for student learning and more equitable educational outcomes, instruction and assessment remain rooted in traditional approaches that are largely inequitable, culturally irrelevant, and intellectually disengaging, contributing to gaps in academic achievement across student groups (Darling-Hammond, 2010; King…

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.…