This policy brief identifies three key principles Local Education Agencies (LEAs) can take to increase parental engagement through better data-use practices. While California identifies parental engagement as one of 10 priority areas under the Local Control Funding Formula (LCFF) and provides access to school data through the Local Control…

"The Every Student Succeeds Act" encourages educators to use school improvement strategies backed by rigorous research. This snapshot, based on national surveys administered in 2018, describes what guidance states provided on improvement strategies and how districts selected such strategies in lowest-performing schools. Most states…

High school feedback reports can allow states, districts and schools to evaluate the transition of students from high school to postsecondary education. These reports or data systems contain a variety of information on a state's high school graduates, including postsecondary enrollment data, developmental education needs and first year…

This qualitative content analysis study examined the framing of equity audits and the Texas Accountability Intervention System (TAIS) plans implemented by aspiring principal fellows to develop a support system for marginalized students. The purpose of this study was to demonstrate how a principal preparation program leverages equity-driven data to…

As part of ongoing evaluation activities and continuous improvement, the Exceptional Children (EC) Division of the North Carolina Department of Public Instruction regularly reviews its efforts. This study was interested in documenting responsibilities, working conditions, and satisfaction of special education administrators as a basis for future…

This article reveals the multiple ways in which data are constituted as a vehicle for governing teachers' work and learning. Drawing on the concept of governance, including in relation to the sociology of numbers, and data from one school in Queensland, Australia, the research reveals how teachers' work and learning were constituted through…

Social media is the platforms where users communicate, interact, share ideas, career interest, pictures, video, etc. Social media gives an opportunity to analyze the human behavior. Crime analysis using data from social media such as Newsfeeds, Facebook, Twitter, etc., is becoming one of the emerging areas of research for law enforcement…

This paper investigates the capacity of primary school principals with regard to literacy instructional leadership. I argue that specific capacities related to literacy instructional leadership include principals' knowledge of the literacy curriculum, supervision of the literacy instructional programme, empowerment of literacy teachers through…

Juxtaposed with the emerging body of literature about datafication in schooling, this paper examines the increasing encroachment of data into the Japanese education system, in particular, the use of data associated with standardised academic assessments for governance purposes. In so doing, we use the Japanese 'case' to expose the possible limits…

We study learning outcome prediction for online courses. Whereas prior work has focused on semester-long courses with frequent student assessments, we focus on short-courses that have single outcomes assigned by instructors at the end. The lack of performance data and generally small enrollments makes the behavior of learners, captured as they…

The teaching performance expectations and assignments that preservice art teachers currently address in field experiences and in their coursework are designed to help them meet the expectations of being a quality art educator in the 21st century. These assignments may be very different from the assignments that art educators had in their…

As the higher education landscape has expanded beyond issues of access and affordability to include an emphasis on student completion and employment outcomes, accreditors can play a leadership role in advancing this important change. A shift to student success that rightfully centers in part on closing equity gaps between low-income students and…

In today's evolving economy, state policymakers, education leaders, workforce system leaders and employers are all looking for opportunities to meet rapidly changing workforce needs. Economists project that shortages of workers with postsecondary education -- some college, an associate degree, bachelor's degree or higher -- could lead to nearly…

Concordance-based Data-Driven Learning (DDL) aims to help second language learners infer language usage rules from language usage regularities. A number of DDL pedagogical treatments have focussed on phraseological units such as collocations, widely recognised as a central component of second language learning. This study evaluates DDL effects…

This study identified the impact of elementary teachers' perceptions and the change that data-driven instruction had on student achievement on the Measures of Academic Progress (MAP) assessment in English language arts and mathematics in an urban elementary charter school. The researcher secured an inner-city charter school in Tennessee to…