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a considerable body of evidence demonstrating the importance of inclusion, educational policies in Australia remain outdated.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…

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 purpose of this article is to describe the experiences of culturally disparate adult learners undertaking an initial teacher education (ITE) placement in Australian school settings. Using a hybridised phenomenological methodological approach, the accounts of these students were interpreted to reveal instances of symbolic violence that…

There is an increasing volume of international students enrolled in the vocational education and training sector in many countries. However, questions of ethnicity and identity in VET have not been explicitly examined in relation to this group. This paper offers some valuable insights into the complex and varying ways in which ethnicity is…

In Saudi Arabia gender segregation is a cultural practice that occurs across all public and private domains. This segregation has shaped the lives of Saudi citizens and is driven socially through cultural and religious discourses and politically through regulation and policy. For Saudi students undertaking their education in western countries, the…

Based on interviews with 40 Austrian primary school teachers, contends that equitable classroom practices result from beliefs and practices that are part of natural child discourse and are promoted by language learning. Recommends a new discourse of equity for teachers. Describes a project on language teaching based on the psycholinguistic…

A review identified how the paraprofessional curricula of Technical and Further Education, Training, and Employment Queensland (TAFE-TEQ) aligned with the objectives of the Multicultural and Crosscultural Supplementation Program (MACSP). (MACSP was a program of Australia's National Policy on Languages.) The study also explained the acceptance or…

A study examined access and equity in vocational education and training (VET) in Australia for youth from different social and educational backgrounds using data from a program of national longitudinal surveys. Secondary VET participation was low; youth from lower socioeconomic backgrounds were more likely to enroll; and students were more likely…

Case studies showed that inequality between women and men is a very general feature of the Australian secondary school system. New approaches to the reform of sex inequalities in education are proposed. (RM)