This paper is part of series of the EDUCAUSE Center for Analysis and Research Campus Cyberinfrastructure (ECAR-CCI) Working Group. The topic of big data continues to receive a great deal of publicity because of its promise for opening new avenues of scholarly discovery and commercial opportunity. The ability to sift rapidly through massive amounts…

Data in the social sciences often do not conform to what a researcher would like in order to have an unproblematic analysis using some form of linear regression. Especially, when data reflect counts, a number of potential problems arise. This case study discusses challenges that occurred when applying the models and examines the results. Finally,…

This study aims to examine teachers' opinions regarding the activities that can be performed at schools to ensure leadership development in students. Accordingly, an attempt to reveal what the leadership qualities of students should be, the activities that can be performed for the acquisition of leadership qualities and the applicability level of…

In the state of New Jersey and nationally, teacher evaluation is a current focus of education reform efforts (Hallinger et al., 2014; Schulman, 2014). A well-executed teacher evaluation system produces data regarding educator effectiveness. It is the intention of the 2012 AchieveNJ teacher evaluation reform law that teacher evaluation data be used…

The results of educational research studies are only as accurate as the data used to produce them. Drawing on experiences conducting large-scale efficacy studies of classroom-based algebra interventions for community college and middle school students, I am developing practice-based data cleaning procedures to support scholars in conducting…

Students come to college with skills and knowledge acquired through work, military, and other experiences. Academic credit for prior learning is awarded when a student's prior learning is assessed and found to be the equivalent of specific college course outcomes, and when the award of credit is consistent with the policies of the institution.…

This year's Action Guide examines the need for new ways of measuring student success. Academic test scores are just one method of measuring student progress, offering an incomplete picture of student learning and growth. Educators and state leaders recognize that serving all students well requires focusing on their individual needs, including…

The Intensive Partnerships for Effective Teaching initiative, which was funded by the Bill & Melinda Gates Foundation, was a multiyear effort to improve student outcomes--particularly high school graduation and college attendance among low-income minority students--by increasing student access to effective teaching. The RAND Corporation worked…

Data acquisition equipment for physics can be quite expensive. As an alternative, data can be acquired using a low-cost Arduino microcontroller. The Arduino has been used in physics labs where the data are acquired using the Arduino software. The Arduino software, however, does not contain a suite of tools for data fitting and analysis. The data…

This article reviews patterns of interaction (i.e. learner role relationships) in peer communicative tasks, and uses data collected from different tasks to explain what happens in peer interaction and its impact on the learning opportunities interlocutors create for each other. It proposes that, with L2 peer interaction gaining popularity in…

Implementation fidelity data indicate to what extent the delivered educational intervention (e.g., pedagogies, curricula) differs from the designed intervention (Gerstner & Finney, 2013; O'Donnell, 2008). Fidelity data help practitioners make more accurate inferences regarding program effectiveness (Dumas, Lynch, Laughlin, Smith, & Prinz,…

One way to tackle climate misconceptions is to have students work with data to show how the climate is changing in their local community. The National Oceanic and Atmospheric Administration (NOAA) has weather stations nationwide that collect data on air temperature and precipitation that are freely available online. This article describes a lesson…

Written from a health-care perspective, the focus of this chapter is to discuss the evolving role of digital storytelling, as a research method. The chapter explores how digital stories can be viewed as a qualitative response to the "big data" approaches to research which are critical in the information age. It will suggest ways in which…

This case study is based on research begun for an MA dissertation in Human Resource Management and subsequently developed. It follows the government's decision that from September 2012, UK universities would be able to increase their tuition fees from a maximum of £3000 to £9000 per year. The project aimed to investigate the impact of this on…

With increasing cross-sectoral relationships and partnerships and the blurring of the boundaries of the various service sectors, the membrane that is assumed to separate education and health in terms of young people's wellbeing looks thinner than ever. In this project we are concerned to know what teachers do in terms of young people's health, how…