Many educational institutions are using predictive models to leverage actionable insights using student data and drive student success. A common task has been predicting students at risk of dropping out for the necessary interventions to be made. However, issues of discrimination by these predictive models based on protected attributes of students…

With increasing numbers of students from refugee backgrounds, many Australian schools are struggling to minimise the educational disparity between refugee students and their same age peers. Faced with diverse needs and limited resources, educators must decide whether to distribute targeted resources equally, ensuring all students are given…

Purpose: The article examines the differences in the reception of international and Indigenous students to understand the challenges faced by the first students who identified as Indigenous, and to improve understanding of the 1950s, a pivotal decade in the development of university culture. Design/methodology/approach: Drawing on archival sources…

Indigenous LGBTIQSB+ individuals occupy a unique intersection of identities that inform their lived experiences and the ways in which they navigate colonial settler educational institutions. Despite a considerable body of evidence demonstrating the importance of inclusion, educational policies in Australia remain outdated. These policies are…

Australia first documented national goals for primary and secondary education in 1989 with the Hobart Declaration on Schooling. Since then, Australia's goals for the education of children have been updated in three subsequent National Education Declarations. Each of the Declarations includes specific goals for Indigenous Australian students, as…

Student Evaluation of Teaching surveys (SETs) are used at universities to inform teaching practice and subject design. However, there is increasing concern about the impact of allegations, abuse, and discrimination in survey open text components. Here we discuss the implementation of an automated screening mechanism using a combination of…

Work-integrated learning (WIL) placements seek to improve employability for all, but increasing evidence suggests equity groups see significant barriers in accessing WIL, in part due to existing barriers to work and study. This project sought to investigate the experiences of students with disabilities in engineering and IT WIL through a…

The Disability Discrimination Act 1992 (Cth) (DDA) appears to offer powerful remedies to students who have been refused enrolment, excluded after enrolment or denied educational opportunities or benefits because of their disability. The Act prohibits discrimination on the ground of disability in the protected area of education and obligates…

Schooling has been a site of harm for Indigenous people in settler colonial contexts, as a tool of dispossession, assimilation and separation from country and kin. However, schools have simultaneously been sites to work against this and build alternatives to settler colonial systems that nourish Indigenous futures. This article centers the…