The field of learning analytics is rapidly developing techniques for using data captured during online learning. In this article, we develop an additional application: the use of analytics for improving implementation fidelity in a randomized controlled efficacy trial. In an efficacy trial, the goal is to determine whether an innovation has a…

The Big Data movement and the renewed focus on data analytics are transforming everything from healthcare delivery systems to the way cities deliver services to residents. Now is the time to examine how this Big Data could help build smarter universities. While much of the cutting-edge research that is being done with Big Data is happening at…

This paper draws upon the expertise of two leading educators, Michael Casserly, director of the Council of the Great City Schools, and Michael Eugene, chief operating officer of the Orange County Public Schools in Florida. They outline a set of key performance indicators that some urban districts use to benchmark the results of their operating…

Data are more than just test scores, and by effectively accessing and using different types of data--such as attendance, grades, and course-taking--teachers, parents, and school and district leaders can help ensure that every student is on a path for success every day, not just at the end of the school year. The 10 State Actions to Ensure…

Professional development is a recognized approach to improving the quality of instruction in schools. The goal of professional development is to increase teachers' knowledge and improve their practices, which lead to enhanced student learning. The problem with providing staff development is the high cost incurred by presenters' fees, and…

We present findings from case study analyses at five exemplary calculus programs at US institutions that offer a doctoral degree in mathematics. Understanding the features that characterize exemplary calculus programs at doctoral degree granting institutions is particularly important because the vast majority of STEM graduates come from such…

Communicators create clear engagement strategies and compelling messages, relentlessly reaching out using the latest tools, tactics and techniques. But many communicators are not sure whether those efforts are penetrating or engaging key audiences, particularly with the fire hose of information flooding through emails and mainstream and social…

The evaluation of students' expected performance and course effectiveness play a vital role in determining the course contribution toward meeting the program's learning objectives or outcomes. The success of any course not only requires a well-designed syllabus with clearly defined course learning outcomes and the use of appropriate outcome-based…

This research focused on how students' socioeconomic status and gender impact school counselors' ratings of student personal characteristics and school counselor self-efficacy. While previous literature focuses on how students' socioeconomic status and gender impact school counselors' ratings of academic characteristics such as…

In response to a growing trend towards alternative teacher education programs, this study aims to direct the focus on traditional teacher preparation programs. The purpose of this study is to analyze the processes of how classroom teachers are selected, trained, and supported as guiding teachers in one urban teacher education program. The…

Structural health monitoring (SHM) has gained significant popularity in the last decade. This growing interest, coupled with new sensing technologies, has resulted in an overwhelming amount of data in need of management and useful interpretation. Acoustic emission (AE) testing has been particularly fraught by the problem of growing data and is…

Researchers and policy analysts have documented the challenges in collecting pre-K and other early childhood data, and reports on disparities in full-day kindergarten from the Education Commission of the States and the Children's Defense Fund place the disorganized state of kindergarten data on full display. But in both cases, organizations have…

This paper provides an overview and task analysis for creating a continuous ABC data- collection application using Xcode on a Mac computer. Behavior analysts can program an ABC data collection system, complete with a customized list of target clients, antecedents, behaviors, and consequences to be recorded, and have the data automatically sent to…

Purpose: The purpose of this paper is to describe challenges and lessons learned in the design and development of a comprehensive, flexible environmental management system (EMS) in a real university setting; also to inform development of similar systems elsewhere and provide a modular, extensible software architecture for such efforts.…

Most quantitative analyses in workforce education are affected by missing data. Traditional approaches to remedy missing data problems often result in reduced statistical power and biased parameter estimates due to systematic differences between missing and observed values. This article examines the treatment of missing data in pertinent…