This document covers the terms used in the "Apprentice and Trainee Outcomes 2021" publication and related products. Terms are listed in alphabetical order with the following information provided for each: (1) Definition: a brief explanation of the term; (2) Classification categories: defined categories that apply to each term are listed,…

The increasing prominence of neoliberal agendas in international higher education has led to greater weight being ascribed to student satisfaction, and the national surveys through which students evaluate courses of study. In this article, we focus on the evaluation of feedback processes. Rather than the transmission of information from teacher to…

With the use of social media for academic purposes gaining in popularity, the underlying motivation for this study was to seek a detailed understanding of its impact on students' academic performance. A survey of 334 first-year students in accounting courses at five Australian higher education institutions was undertaken to evaluate the different…

Many countries, including Australia, have established a national scheme that supports the recognition of a single ethical review for multi-centre research conducted in publicly funded health services. However, local site-specific governance review processes remain decentralised and highly variable. This short report describes the ethics and…

"Apprentice and Trainee Outcomes 2021" provides a summary of the outcomes of apprentices and trainees who completed an apprenticeship or traineeship during 2020, with the data collected in mid-2021. The figures are derived from apprentices' and trainees' responses to the National Student Outcomes Survey (SOS), which is an annual survey…

The purpose of this study is to use machine learning and exploratory data analysis to interrogate patterns of metrics from a national-level student survey. Analysis of over 1.8 million returns detected long-term stability of the predictors of student satisfaction, with survey items relating to course management and teaching being consistently most…

"Apprentice and Trainee Outcomes 2021" provides a summary of the outcomes of apprentices and trainees who completed an apprenticeship or traineeship during 2020, with the data collected in mid-2021. The figures are derived from apprentices' and trainees' responses to the National Student Outcomes Survey (SOS), which is an annual survey…

School autonomy has been identified as having an impact on a school's performance, yet less has been reported about the effect this has on students' goal orientations and engagement with mathematics. In a national study conducted in schools across Australia, measures of school autonomy were collected from teachers and school leaders, along with…

The COVID-19 pandemic has created uncertain economic conditions due to restrictions put in place to control the spread of the virus. These restrictions have significantly impacted the economic activities of businesses and industries, and in turn the demand for labour. As the recovery from the COVID-19 pandemic in Australia continues, it is…

The growth of the doctorate in recent decades has spawned concerns about programme quality and external relevance. This article reports findings from research conducted in Australia that was shaped by the view that the doctorate remains in need of educational clarification and design. The research generated insights that can be used to modernise…

The National Student Outcomes Survey (SOS) collects information about students who completed their vocational education and training (VET) in the previous calendar year. The gathered information on the surveyed VET students includes their reasons for training, employment outcomes, satisfaction with training, and further study outcomes. The survey…

Commentary on the introduction of the Australian Curriculum (AC) has reflected a tension for educators of students with disabilities (SWD) between in-principle support for a curriculum that is inclusive of all students and the challenge of translating a general framework into relevant, individualised learning experiences appropriate for all SWD.…

Test-retest reliability assessments rarely investigate whether reliability itself is stable or change in reliability affects findings from substantive models. Research across the social sciences often recognizes that measurement error could influence results, yet it rarely applies established error correction methods. Focusing on gender wage…

Using data collected from a recent national survey of Australian first-year students, this paper defines and validates four scales--belonging, feeling supported, intellectual engagement and workload stress--to measure the student experience of university. These scales provide insights into the university experience for both groups and individual…

This publication provides a summary of the outcomes of students who completed their vocational education and training (VET) in Australia during 2017. The outcomes are reported for students who undertook government-subsidised training and those who undertook training on a fee-for-service basis. The figures are derived from the National Student…