In this article we report on the findings of a project funded by the Australian Office for Learning and Teaching and entitled "Learning Analytics: Assisting Universities with Student Retention." While this project was primarily focused on retention as a potential outcome of learning analytics, its application could be related to the…

To successfully reduce student attrition, it is imperative to understand what the underlying determinants of attrition are and which students are at risk of dropping out. We develop an early detection system (EDS) using administrative student data from a state and private university to predict student dropout as a basis for a targeted…

These are the appendices to the report, "Using High School Data to Predict College Success in Palau" (ED610714). Prior research, particularly for the United States, has shown that earning a community college credential increases an individual's likelihood of gaining stable employment, earning a living wage, and working in a higher-paying…

In the Australian higher education sector, the challenges to successful engagement and retention experienced by Aboriginal and/or Torres Strait Islander students and communities are considerable. They persist despite many well-intentioned attempts to address this issue and to strengthen equity in participation in the sector. Implicated in this is…

This paper uses data mining from a French project management MOOC to study learners' performance (i.e., grades and persistence) based on a series of variables: age, educational background, socio-professional status, geographical area, gender, self- versus mandatory-enrollment, and learning intentions. Unlike most studies in this area, we focus on…

This country note presents the results of an analysis of Slovenia undertaken within the Labour Market Relevance and Outcomes of Higher Education Partnership Initiative project. The project was implemented by the OECD with the support of the European Commission with the aim of helping policy makers and higher education institutions enhance the…

Many scholars call for more diverse data on learners' behaviour in CALL (Colpaert, 2012; Fischer, 2007, 2012; Stockwell, 2012). Student retention and the inconclusive efficacy of online language courses (Gaebel, 2013) has received increased attention with the proliferation of MOOCs (Koller, Ng, Do & Chen, 2013). In this paper we introduce…

Demographic data on students are now routinely collected in universities. However, these data do not include information on sexual orientation and gender identity. In Australia there has been public resistance to tracking the enrollment and retention of gay, lesbian, and transgender people in tertiary education. This article interrogates this…

The enrolment and attrition rate in science degrees in the Western world is of increasing concern, both nationally and at university level. At the same time, teaching undergraduate science requires universities to invest in laboratories, staff and equipment to meet the initial demand of enrolling students. In this article, I discuss…

Curriculum for Excellence (CfE), published in November 2004, states that all young people should be "successful learners, confident individuals, responsible citizens and effective contributors to society and at work". These are commonly referred to as the 4 capacities of CfE. CfE also recommends that the curriculum should be designed…

The Council of Australian Governments (COAG) has endorsed a "Closing the Gap" agenda designed to improve the lives of Indigenous Australians. The agenda is distilled in a series of targets, one of which is the goal of halving the gap for Indigenous students in Year 12 attainment or equivalent (Certificate II or above) attainment rates by…

The 11th International Conference on Educational Data Mining (EDM 2018) is held under the auspices of the International Educational Data Mining Society at the Templeton Landing in Buffalo, New York. This year's EDM conference was highly competitive, with 145 long and short paper submissions. Of these, 23 were accepted as full papers and 37…

The 10th International Conference on Educational Data Mining (EDM 2017) is held under the auspices of the International Educational Data Mining Society at the Optics Velley Kingdom Plaza Hotel, Wuhan, Hubei Province, in China. This years conference features two invited talks by: Dr. Jie Tang, Associate Professor with the Department of Computer…

These proceedings contain the papers of the International Conference e-Learning 2015, which was organised by the International Association for Development of the Information and Society and is part of the Multi Conference on Computer Science and Information Systems (Las Palmas de Gran Canaria, Spain, July 21-24, 2015). The e-Learning 2015…

This article draws attention to local and global attendance monitoring in higher education. The paper outlines benefits of attendance monitoring for both the individual learner and university, and compares traditional paper-based attendance monitoring systems with an electronic system piloted in the Business School and School of Technology at the…