This study introduces data mining methods to accounting education scholarship to explore the relationship between accounting students' current academic performance (grades), demographic information, pre-university entrance scores and predicted academic performance. It adopts a C4.5 classification algorithm based on decision-tree analysis to…

In the Australian higher education sector, the challenges to successful engagement and retention experienced by Aboriginal and/or Torres Strait Islander students and communities are considerable. They persist despite many well-intentioned attempts to address this issue and to strengthen equity in participation in the sector. Implicated in this is…

The topic of more frequent and timely vocational education and training (VET) data has been an issue of interest for a number of years. Since 2015, the National Centre for Vocational Education Research (NCVER) has collected and reported data on government-funded students and courses on a quarterly basis. These quarterly data submissions are…

The Australian vocational education and training (VET) system provides training across a wide range of subject areas and is delivered through a variety of training institutions and enterprises (including to apprentices and trainees). The system provides training for students of all ages and backgrounds. Students may study individual subjects or…

This publication presents estimates of apprentice and trainee activity in Australia for the March quarter 2017. The figures in this publication are derived from the National Apprentice and Trainee Collection no.92 (June 2017 estimates). The most recent figures in this publication are estimated (that is, for training activity from the June quarter…

Citizen science, in which volunteers work with professional scientists to conduct research, is expanding due to large online datasets. To plan projects, it is important to understand volunteers' motivations for participating. This paper analyzes results from an online survey of nearly 11000 volunteers in Galaxy Zoo, an astronomy citizen science…

The deleterious effects of maternal depression on child emotional and behavioral development are well documented, yet many children exposed to maternal depression experience positive outcomes. The aim of this study was to identify psychosocial factors associated with the emotional-behavioral resilience of four-year-old children of first-time…

The Longitudinal Surveys of Australian Youth (LSAY) program studies the progress of several groups of young Australians as they move from school into post-secondary education and work. This technical paper contains the frequency tables for the LSAY 2009 cohort Wave 2 (2010) data set.

Elite athletes and their academic achievement in higher education have long been subject to considerable debate within North American scholarship. This interest proliferated especially after the release of the Knight Report (2001), which, amongst other findings, revealed a clear negative link between elite athletes and their academic achievement.…

This article seeks to make sense of the seeming contradiction that the number of degrees awarded annually and the attainment rate of the adult population in the US have both grown, even as the country has fallen behind many global competitors on the latter indicator. Two reports issued in 2012---one by the Pew Research Center, the other by the…

This technical paper contains information about the variables in the LSAY (Longitudinal Surveys of Australian Youth) Y95 cohort data set. It groups each variable into data elements which identifies common variables within and across waves. Information is provided about each data element including its purpose, values, base populations and relevant…

This technical report details the derived variables developed for users of the Longitudinal Surveys of Australian Youth (LSAY) data. The derived variables fall into the categories education, employment and social, and help to simplify the complexity of the LSAY data by providing useful indicators for analysis. To help LSAY data users understand…

This technical paper details the derived variables developed for users of the Longitudinal Surveys of Australian Youth (LSAY) data. These variables fall into the categories of education, employment and social, and help to simplify the use of the data by providing useful indicators for analysis. This paper provides descriptions, formats and…

This is a support document to the "Longitudinal Surveys of Australian Youth (LSAY) 2009 Cohort User Guide" report. Developed for users of LSAY, the user guide consolidates information about the LSAY 2009 cohort into one document. This support document provides demographics information for the guide. [For the main report,…

Apprentice and trainee data are reported by the State and Territory Training Authorities to NCVER (National Centre for Vocational Education Research) on a quarterly basis, starting at the September quarter of 1994. The set of data submitted that quarter is referred to as the National Apprentice and Trainee Collection 1. The sets of data submitted…