Big Data refers to large and disparate volumes of data generated by people, applications and machines. It is gaining increasing attention from a variety of domains, including education. What are the challenges of engaging with Big Data research in education? This paper identifies a wide range of critical issues that researchers need to consider…

The service profiles presented here were reviewed and confirmed by staff at Edinburgh University, Monash University, University of Illinois at Urbana-Champaign, and Wageningen University & Research. The profiles are descriptive inventories, with brief observations about the scope, organization and staffing of RDM [research data management]…

Linked Data increases the value of an organisation's data over the web by introducing explicit and machine processable links at the data level. We have adopted this new stream of data representation to produce and expose existing data within The Open University (OU) as Linked Data. We present in this paper our approach for producing the data,…

This protocol guided the review of research that informed the recommendations contained in the What Works Clearinghouse (WWC) practice guide Using Student Achievement Data to Support Instructional Decision Making, published in September 2009. The research review involved the following steps: (1) The research staff searched the professional…

In this article, the author highlights the methodology, analysis, findings, and limitations of Marsh, J., Bertrand, M., & Huguet, A. (2015), "Using data to alter instructional practice: The mediating role of coaches and professional learning communities," "Teachers College Record," 117(4), 1-40. This exploratory research…

Over the last few months, EDUCAUSE has been focusing on analytics. As people hear from experts, meet with association members, and watch the marketplace evolve, a number of common themes are emerging. Conversations have shifted from "What is analytics?" to "How do we get started, and how do we use analytics well?" What people are hearing from…

States are uniquely positioned to provide feedback to teacher preparation programs (TPPs) on the effectiveness of the teachers they train, and to provide information about the quality of TPPs to the public. States have been building the significant data capacity to reliably and securely link teachers with their students' achievement and growth…

Digital research data have introduced a new set of collection, preservation, and service demands into the tradition of digital librarianship. Consequently, the role of an information professional has evolved to include the activities of data curation. This new field more specifically addresses the needs of stewarding and preserving digital…

In this paper we address the important task of automated discovery of speech act categories in dialogue-based, multi-party educational games. Speech acts are important in dialogue-based educational systems because they help infer the student speaker's intentions (the task of speech act classification) which in turn is crucial to providing adequate…

"Learning from the Experts" offers an intimate look at the ways education policies collide with everyday classroom practices and illustrates how thoughtful, solutions-oriented and results-driven teachers are reframing debates in education today. Early career teachers now make up a "new majority" (52 percent) of the workforce.…

The concept of tacit knowledge encompasses all of the intricacy of the different experiences that people acquire over time, and which they utilize and bring to bear in carrying out tasks effectively, reacting to unforeseen circumstances, or innovating. The intuitive nature of tacit knowledge, its particular context, and the difficulty of…

Predicting the future is now in the hands of K12 administrators. While for years districts have collected thousands of pieces of student data, educators have been using them only for data-driven decision-making or formative assessments, which give a "rear-view" perspective only. Now, using predictive analysis--the pulling together of data over…

In today's accountability climate, regional accrediting bodies are requiring colleges and universities to develop and sustain a culture of evidence-based decision making and improvement. But two-thirds of college presidents in a 2011 "Inside Higher Ed" survey said their institutions are not particularly strong at using data for making decisions.…

In this column, we share the collective reflections of a group of teachers and a school administrator in one Midwestern elementary school, which highlight the value of using data collaboratively to bring about instructional change and to improve student reading achievement.

Current state and federal reform initiatives rely heavily on the ability of multiple stakeholders to access and use information from statewide longitudinal data systems (SLDS) to improve student achievement. Policymakers believe that states are best positioned to achieve this by developing and implementing various policies impacting the educator…