Archive for the ‘Analytics’ Category

Download Report: 2019 The Changing Landscape of Online Education (CHLOE): Behind the Numbers

2019 The Changing Landscape of Online Education (CHLOE): Behind the Numbers This report is the continuation of a multi-year study by QM and Eduventures to examine the changing landscape of online education, provide results to those who can use them and help those involved with online education place their institution within a broader context and possibly influence strategic decisions […]

Sonification of numerical data for education

Sonification is the use of non-speech audio to convey information. In this article, sonifications are representations of plots aimed at improving the accessibility of teaching materials. The electronic nature of sonifications means that they can be deployed to students via teaching interfaces such as virtual learning environments. We describe a two-phase study that explores sonifications […]

Learning as It Happens: A Decade of Analyzing and Shaping a Large-Scale Online Learning System

With the advent of computers in education, and the ample availability of online learning and practice environments, enormous amounts of data on learning become available. The purpose of this paper is to present a decade of experience with analyzing and improving an online practice environment for math, which has thus far recorded over a billion […]

What if online students take on the responsibility: Students’ cognitive presence and peer facilitation techniques

The purpose of this study was to investigate: (a) the characteristics of online students’ cognitive presence in a peer-facilitated discussion environment, and (b) the peer facilitation techniques that enhance cognitive presence development. In this study, we examined 738 discussion messages. Analytic methods included both qualitative and quantitative content analysis. The findings revealed that although cognitive […]

Digging Deeper into the Data: The Role of Gateway Courses in Online Student Retention

Improvement in undergraduate retention and progression is a priority at many US postsecondary institutions and there seems to be a growing movement to address it by identifying gateway courses (foundational courses in which a large number of students fail or withdraw) and concentrating on “fixing” them. This paper argues that may not be the best […]

Go Big: data in education

Big data, machine learning and artificial intelligence in education is not an arms race, but a smarts race, according to Yaz El Hakim, Director of Learning Experience at Kortext. Universities are becoming far more sophisticated in their use of data. What were ‘data silos’ on Excel spreadsheets in different, non-conversing departments, are evolving and being […]

Top 10 IT Issues, 2019: The Student Genome Project

The EDUCAUSE 2019 Top 10 IT Issues are focused on organizing, standardizing, and safeguarding data so that we can utilize it to address our most pressing priority: student success. EDUCAUSE Review  

Making Sense of Learning Analytics Dashboards: A Technology Acceptance Perspective of 95 Teachers

The importance of teachers in online learning is widely acknowledged to effectively support and stimulate learners. With the increasing availability of learning analytics data, online teachers might be able to use learning analytics dashboards to facilitate learners with different learning needs. However, deployment of learning analytics visualisations by teachers also requires buy-in from teachers. Using […]

8 Ed Tech Trends to Watch in 2019

What technologies and trends will have the biggest impact on higher education in the coming year? We asked four university IT leaders to weigh in on the top issues in ed tech and share what they’re seeing both on the horizon and in their own institutions. Here’s what they told us. Campus Technology

The Changing Landscape of Literacies: Big Data and Algorithms

This paper begins with a young British woman – Sophie – and her interpretation of the customized advertising and news she encounters on the social networking and search platforms she accesses via her mobile phone. The paper adopts Sophie as a provocation for identifying and thinking through a range of issues that arise from these […]