Archive for the ‘Analytics’ Category

Informing learning design through analytics: Applying network graph analysis

 Learning design has traditionally been thought of as an activity occurring prior to the presentation of a learning experience or a description of that activity. With the advent of near real-time data and new opportunities of representing the decisions and actions of learners in digital learning environments, learning designers can now apply dynamic learning analytics […]

Download Report: NMC Horizon Report Preview 2018

The NMC Horizon Report Preview provides summaries of each of the upcoming edition’s trends, challenges, and important developments in educational technology. This work would not have been possible without the efforts of the 71 community members of the 2018 Horizon Expert Panel. These volunteers share a consensus view that each of the profiled topics will […]

Evolving Learning Paradigms: Re-Setting Baselines and Collection Methods of Information and Communication Technology in Education Statistics

The UNESCO Institute for Statistics (UIS) has been measuring ICT in education since 2009, but with such rapid change in technology and its use in education, it is important now to revise the collection mechanisms to focus on how technology is being used to enhance learning and teaching. Sustainable development goal (SDG) 4, for example, […]

Adaptive Learning and Partnerships Drive Academic Transformation

As colleges turn to technology to remake education, preparing students for 21st-century work is a top priority. EdTech Focus on Higher Education 

Report: Adaptive Learning, Learning Analytics Are Most Wanted Tech for Online Programs

When asked what tools and technologies they would most like to adopt for their online programs, online education leaders cited adaptive learning and learning analytics as their most wanted tech, according to a recent survey. Campus Technology 

The hidden architecture of higher education: building a big data infrastructure for the ‘smarter university’

Universities are increasingly organized and managed through digital data. The collection, processing and dissemination of Higher Education data is enabled by complex new data infrastructures that include both human and nonhuman actors, all framed by political, economic and social contingencies. HE data infrastructures need to be seen not just as technical programs but as practical […]

Moulding student emotions through computational psychology: affective learning technologies and algorithmic governance

Recently psychology has begun to amalgamate with computer science approaches to big data analysis as a new field of “computational psychology” or “psycho-informatics,” as well as with new “psycho-policy” approaches associated with behaviour change science, in ways that propose new ways of measuring, administering and managing individuals and populations. In particular, “social-emotional learning” has become […]

How learning analytics can provide students (and teachers) what they want

The words ‘analytics’ and ‘data’ might seem alien or even intimidating to most of us – unless you are a number-cruncher or a market analyst, why would they be of any use, right? However, Professor of Learning Analytics at The Open University, Bart Rienties, has spent much of his career researching how data can improve […]

A Learning Analytics Approach for Evaluating the Impact of Interactivity in Online Video Lectures on the Attention Span of Students

Aim/Purpose As online video lectures rapidly gain popularity in formal and informal learning environments, one of their main challenges is student retention. This study investigates the influence of adding interactivity to online video lectures on students’ attention span. Background Interactivity is perceived as increasing the attention span of learners and improving the quality of learning. […]

Supporting Analytics through Data Integration and Governance

      [This article is the fourth in a 2017 series that presents case studies related to the theme of integration and partnerships as reflected in enterprise IT: Communicating the Business Value of Enterprise IT Integrating Data and Systems to Support Next-Generation Enterprise IT Aligning Institutional Processes Through Business Process Redesign Supporting Analytics through […]