The paper intends to briefly present a view on current trends on our society, highlighting the technical aspects introduced by the big data phenomenon and the machine learning and artificial intelligence algorithms. It covers the threats that privacy and human rights can suffer by the general ignorance about this issues, and calls for a discussion…

James J. Cochran is Professor of Applied Statistics, Rogers-Spivey Faculty Fellow, and Associate Dean for Research in the Culverhouse College of Commerce at the University of Alabama. He is a Fellow of the American Statistical Association and of Institute for Operations Research and Management Sciences. He is also a recipient of the INFORMS Prize…

With the introduction of the Teaching Excellence Framework a lot of attention is focussed on measuring learning gains. A vast body of research has found that individual student characteristics influence academic progression over time. This case-study aims to explore how advanced statistical techniques in combination with Big Data can be used to…

This paper provides an empirical account of the complex nature of early childhood teachers' work with growing accountability demands for collecting, reporting, and using child assessment data in the U.S. context. Particularly, this paper focuses on preschool teachers' experience of changes in their roles and pedagogical work in implementing a…

Because music teachers serve so many students, it is necessary to have some way of collecting and tracking data quickly. This article discusses several data collection tools for the music classroom.

The Forum Guide to Reporting Civil Rights Data presents a variety of effective methods through which local education agencies (LEAs) report civil rights data to the U.S. Department of Education's Office for Civil Rights. In addition, the guide provides examples of how state education agencies can voluntarily help their LEAs with Civil Rights Data…

Behavioral records collected through course assessments, peer assignments, and programming assignments in Massive Open Online Courses (MOOCs) provide multiple views about a student's study style. Study behavior is correlated with whether or not the student can get a certificate or drop out from a course. It is of predominant importance to identify…

The EEG reflects the activation of large populations of neurons that act in synchrony and propagate to the scalp surface. This activity reflects both the brain's background electrical activity and when the brain is being challenged by a task. Despite strong theoretical and methodological arguments for the use of EEG in understanding the…

Common Education Data Standards (CEDS) Version 4 introduced a common data vocabulary for defining rubrics in a data system. The CEDS elements support digital representations of both holistic and analytic rubrics. This document shares examples of holistic and analytic project rubrics, available CEDS Connections, and a logical model showing the…

Equity is emerging as a new frontier in the student success movement. But it's not enough to tackle higher education's deep equity divides by looking only at markers such as persistence, transfer, course credits, and DWF grades. True equity accountability depends on clarity about the key components of a quality education, especially the kinds of…

National efforts to improve equitable teaching practices in biology education have led to an increase in research on the barriers to student participation and performance, as well as solutions for overcoming these barriers. Fewer studies have examined the extent to which the resulting data trends and effective strategies are generalizable across…

This document includes seven technical appendices that accompany the main report, "Trade Adjustment Assistance Community College and Career Training Grant Program: Round 4 Early Outcomes Study Report." The appendices include: (1) Baseline Data; (2) Follow-up Survey Data; (3) Unemployment Insurance Wage Data; (4) Service Impacts; (5)…

The 2017-18 Civil Rights Data Collection (CRDC) is a survey of nearly all public schools and school districts in the United States. The CRDC measures student access to courses, programs, staff, and resources that relate to Federal civil rights laws. The CRDC has long provided important information used by the U.S. Department of Education's…

Earning a college degree has long been critical to unlocking many high-paying jobs -- and, as a result, to economic mobility and security. Increasingly, however, the traditional "norm" of a college student--one who enrolls straight out of high school, receives some support from their parents, lives on campus, and does not have…

We report on a design-based research study that was conducted over three iterations. It chronicles the design, development, and implementation of School Scene Investigators, a forensic science game series for middle school students that utilizes mobile augmented reality. Played on mobile devices while exploring the school environment, School Scene…