This paper details the anticipated impact of synthetic "big" data on learning analytics (LA) infrastructures, with a particular focus on data governance, the acceleration of service development, and the benchmarking of predictive models. By reviewing two cases, one at the sector-wide level (the Jisc learning analytics architecture) and…

This article analyzes 21 in-depth interviews of engineering and atmospheric science faculty at the University of Illinois Urbana-Champaign (UIUC) to determine faculty data management practices and needs within the context of their research activities. A detailed literature review of previous large-scale and institutional surveys and interviews…

The blended model for information literacy instruction described in this article introduces students not only to efficient techniques for finding scientific literature and properties of chemical compounds, but also to managing this information with a bibliographic management program (EndNote Online). The model blends face-to-face instruction with…

The "big data revolution" has penetrated many fields, from network monitoring to online retail. Education and learning are quickly becoming part of it, too, because today, course delivery platforms can collect unprecedented amounts of behavioral data about students as they interact with learning content online. This data includes, for…

High-quality data governance, a body or process designed to make decisions about how state education data is linked, used, accessed, and protected, is key to establishing a culture of effective data use in states. The three data governance bodies featured in this paper--the Kentucky Center for Education and Workforce Statistics (KCEWS), the…

The new guidelines for science education emphasize the need to introduce computers and digital technologies as a means of enabling visualization and data collection and analysis. This requires science teachers to bring advanced technologies into the classroom and use them wisely. Hence, the goal of this study was twofold: to examine the…

A sense of belonging to a learning community has been identified as one of the factors contributing to greater student satisfaction and persistence in online education programs. Using the community of inquiry framework as a theoretical guide, the purpose of this study was to explore the role of VoiceThread, a web-based platform that facilitates…

With the increased capability of learning analytics in higher education, more institutions are developing or implementing student dashboards. Despite the emergence of dashboards as an easy way to present data to students, students have had limited involvement in the dashboard development process. As part of a larger program of research examining…

Ashley Baker was fed up and ready to strike out on her own and cut her own path. New salon policies aimed to eat away at her profits were forcing her to start her own business. As Ashley and her husband refurbished a downtown storefront to house her shop, she starts planning for the operational side of her new venture. Ashley is in search of an…

Teachers need longitudinal student-level data, such as attendance history, course-taking patterns, grades, and test scores, to tailor instruction to individual students' strengths and weaknesses. This factsheet uses the findings from the "Data for Action 2013" analysis to discuss how states can provide teachers with student-level…

Electronic assignment submission (e-submission) tools, such as those within course management systems (e.g. Blackboard), or systems such as Turnitin, which enable students to submit coursework online are now one of the main centrally supported institutional tools in Higher Education (HE) in the United Kingdom (UK), however the development of…

This study investigates the relationship between performances on the speaking component of the TOEFL iBTTM with performances on academic oral assessment tasks. For the academic tasks, we recorded and transcribed the performances of five local and five high-achieving international undergraduate students on oral assessment tasks in core first-year…

A group of public education institutions throughout the Salinas Valley came together in 2016 to help more youth in the valley prepare for and succeed in college. In this brief, we draw from interviews with faculty, staff, and administrators, as well as with student focus groups, in order to answer the following question for those interested in…

Long Beach and the Salinas Valley joined Bridging the Gap to smooth transitions for students from high school to postsecondary education. Due to policy reforms at the state and system levels, working across systems increasingly became an immediate and practical need for those seeking to improve student transitions from high school to postsecondary…

Purpose: The purpose of this paper is to propose a novel citation recommendation system that inputs a text and recommends publications that should be cited by it. Its goal is to help researchers in finding related works. Further, this paper seeks to explore the effect of using relational features in addition to textual features on the quality of…