Research reliably demonstrates that teachers are the most important in-school factor affecting students' learning and lives. Yet on myriad measures of teacher quality, students from low-income families and students of color are less likely to have equitable access to excellent teachers. States set forth their plans to address any existing…

Business analytics can be described as the statistical analysis of data to make decisions and meaningful conclusions. As the demand to advance the curriculum of undergraduate business education increases, courses in business analytics aim to provide students with fundamental skills in critical thinking. Educators have found that spreadsheet…

Educational data mining (EDM) has been a rapidly growing research field over the last decade and enabled researchers to discover patterns and trends in education with more sophisticated methods. EDM offers promising solutions to complex educational problems. Given the rapid increase in the availability of big data in education and software…

In 1974, Congress passed legislation known as the "Family Educational Rights and Privacy Act" or FERPA, in response to "the growing evidence of the abuse of student records across the nation." The law was written to protect the confidentiality of information held in a student's records. With the introduction of technology in…

The population of Spanish-speaking preschoolers in the United States continues to increase and there is a significant need to develop psychometrically sound early language and literacy screening measures to accurately capture children's ability in Spanish. In this paper, we describe the innovative design and calibration process of the new…

A curriculum map is a visualisation of relationships within and between a curriculum or curricula. Curriculum mapping refers to the method for creating and using the curriculum map, however this term is used broadly and encompasses a variety of methodological approaches. Often, researchers in the field of curriculum studies conduct curriculum…

This report sets out the results of work undertaken by Learning and Work Institute (L&W) in 2017/18 to develop and test the use of social metrics in Adult Community Learning provision to capture a range of wider outcomes of learning. The report highlights lessons learned, examples of effective practice and suggests ways in which the use of…

This First Look report presents data on public elementary and secondary education revenues and expenditures at the local education agency (LEA) or school district level for fiscal year (FY) 2016. Specifically, this report includes findings for the following types of school district finance data: (1) Current expenditure totals and current…

This research evaluates the psychometric properties of short-answer response items under a variety of grading rules in the context of a mobile learning platform in Africa. This work has three main findings. First, we introduce the concept of a differential device function (DDF), a type of differential item function that stems from the device a…

Education Leadership Data Analytics (ELDA) is an emerging domain that is centered at the intersection of education leadership, the use of evidence-based improvement cycles in schools to promote instructional improvement, and education data science. ELDA practitioners work collaboratively with school and district leaders and teachers to analyze,…

This document is comprised of two sections. The first self-guided tool is intended to support higher education organizational coaches in thinking meaningfully about how to incorporate key equity-minded coaching practices into their coaching roles. The second self-guided tool is intended to support Student Success Center leadership in thinking…

Objective: It is useful to examine workplace factors influencing employment outcomes of individuals with disabilities and the interplay of disability, employment-related, and employer characteristics to inform rehabilitation practice. Design: A number of large national survey and administrative data sets provide information on employers and can…

As aspiring professionals, pre-service teachers must become good consumers of educational research as well as competent researchers who can use tools of inquiry to improve their practice and conduct their own educational research. Many, however, resist learning research skills or find difficulties in doing so. This article presents ways in which…

Every day, people use data to make decisions that affect their personal and professional lives, trusting that the data are correct. Many times, however, the data are inaccurate, as a result of a flaw in the design or methodology of the survey used to collect the data. Researchers agree that only questions that are clearly worded, unambiguous, free…

The recession prompted reflection on how resource allocation decisions contribute to the performance of community colleges in the United States. Private benchmarking initiatives, most notably those established by the National Higher Education Benchmarking Institute, can only partially begin to address this question. Empirical and financial…