This article explores potential uses, misuses, beneficiaries, and tensions of learning analytics in higher education. While those promoting and using learning analytics generally agree that ethical practice is imperative, and student privacy and rights are important, navigating the complex maze of ethical dilemmas can be challenging, particularly…

This article presents the findings of a systematic qualitative analysis of research in the ethics of digital trace data use in learning and education. From the resulting analysis of 77 peer-reviewed studies, we (1) map the characteristics of research by study type, academic community, institutional setting, and national context; (2) identify the…

Increasingly learning analytics (LA) has begun utilising staff- and student-facing dashboards capturing visualisations to present data to support student success and improve learning and teaching. The use of LA is complex, multifaceted and raises many issues for consideration, including ethical and legal challenges, competing stakeholder views and…

This article reports on a study exploring student perspectives on the collection and use of student data for learning analytics. With data collected via a mixed methods approach from 2,051 students across six Australian universities, it provides critical insights from students as a key stakeholder group. Findings indicate that while students are…

This working paper identifies OECD countries' interests in digital innovation in education by analysing their policy papers on digital education. Many OECD countries have adopted a specific strategy on digital education, or integrated the topic in a generic strategy on digital innovation as such. The ideas that are expressed in the strategies…

Postsecondary education plays an important role in producing a skilled workforce able to compete in the global economy. Some stakeholders have suggested that collecting information on graduates' employment outcomes--whether they are employed in their field of study, for example--will provide better information to help assess the impact of a…

The process of collecting student background information from parents using nationally agreed definitions of student background characteristics began in 2005. The original edition of this manual, titled "Data Implementation Manual for Enrolments for the 2005 and 2006 School Years," was prepared to assist schools and systems in modifying…

In 2008 the Council of Australian Government (COAG), which comprises the Prime Minister, State Premiers and Territory Chief Ministers, agreed to a new reform agenda to ensure that all Australian school students acquire the knowledge and skills to participate effectively in society and employment in a globalised economy. In order to advance its…

This manual provides information to assist schools and school systems to collect student background information as required by Education Ministers. The purpose is to enable nationally comparable reporting of students' outcomes against the "National Goals for Schooling in the Twenty-First Century." It involves the collection of…

This manual provides information to assist schools and school systems to collect student background information as required by Education Ministers. The purpose is to enable nationally comparable reporting of students' outcomes against the National Goals for Schooling in the Twenty-First Century. It involves the collection of information on…

This manual provides information to assist schools and school systems to implement changes required by Education Ministers to enrolment forms (and associated data collection and storage processes). This is to enable nationally comparable reporting of students' outcomes against the "National Goals for Schooling in the Twenty-First…

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…