This publication presents completion and attrition rates for apprentices and trainees four years after commencement for contracts and individuals. (1) Contract completion and attrition rates are derived by tracking the outcomes of contracts of training over time; and (2) Individual completion rates account for individuals recommencing; or ceasing…

With the widespread use of learning analytics (LA), ethical concerns about fairness have been raised. Research shows that LA models may be biased against students of certain demographic subgroups. Although fairness has gained significant attention in the broader machine learning (ML) community in the last decade, it is only recently that attention…

Internationally, there is a gap in high-school completion rates for Indigenous and non-Indigenous students. In Australia, gap estimates are commonly based on lag indicators, precluding examination of underlying mechanisms. Using two longitudinal representative samples of Australian youth, we explored differences in high-school completion between…

The Australian education system works well for most students. However, equitable access to secondary education is problematic for First Nations people living in remote communities. There is a strong emphasis on Year 12 completion as an indicator of successful engagement in remote First Nations education. This has been partly driven by Australian…

Despite compelling qualitative arguments for scale and scope economies in university-level distance education, as distinct from traditional class-based face-to-face instruction, there is little rigorous quantitative evidence in support. In this paper, we explore the scale and scope economies of distance education using a multiplicatively separable…

This paper utilises the national "Survey of Disability Ageing and Carers" to summarise the educational disadvantages and vocational inequalities for those with disabilities in Australia. Amongst persons with a disability, there is a decidedly lower rate of school completion. Distinctly fewer persons with a disability obtain degrees.…

This publication presents completion and attrition rates for apprentices and trainees using three different methodologies: (1) contract completion and attrition rates: based on the outcomes of contracts of training; (2) individual completion rates: based on contract completion rates and adjusted for factors representing average recommencements by…

This study aims to compare Turkey to the first three countries from each continent in terms of educational indicators in 2015 Human Development Report. In line with this aim, it is a case study utilizing document review method. Analysis of the data has been carried out on a single document which is United Nations Development Report (2015). To…

Online learning has become a widespread method for providing learning at different levels of education. It has facilitated the learning in many ways and made it more flexible and available by providing learners with more opportunities to learn information, further access to different learning resources, and collaboration rather than face-to-face…

This annual publication provides a summary of training activity in apprenticeships and traineeships in Australia, including information on training rates and duration of training, from 2004 to 2014. The figures in this publication are derived from the National Apprentice and Trainee Collection no. 83 (March, 2015 estimates), which is compiled…

This publication presents estimates of apprentice and trainee activity in Australia for the December quarter 2011. The figures in this publication are derived from the National Apprentice and Trainee Collection no.71 (March 2012 estimates). The most recent figures in this publication are estimated (those for training activity from the June quarter…

This publication presents estimates of apprentice and trainee activity in Australia for the June quarter 2012. The figures in this publication are derived from the National Apprentice and Trainee Collection no.73 (September 2012 estimates). The most recent figures in this publication are estimated (those for training activity from the December…

By tracking the outcome of a contract of training over time, contract completion and attrition rates can be measured. This method requires enough time to pass to accurately report on outcomes for the majority of contracts. This publication presents completion and attrition rates for apprentices and trainees using three different methodologies: (1)…

This publication presents estimates of apprentice and trainee activity in Australia for the March quarter 2011. The figures in this publication are derived from the National Apprentice and Trainee Collection no. 68 (June 2011 estimates). The most recent figures in this publication are estimated (those for training activity from the September…

In many higher education systems around the world increasing retention is vital if institutions are to produce the number of graduates identified through government projections to meet industry needs. Taking Australia as an example, the analysis uses results from a large-scale survey of undergraduate students to review rates and rationales for…