Recent research on learning analytics dashboards has focused on designing user interfaces that offer various forms of "visualization guidance" (often referring to notions such as "data storytelling" or "narrative visualization") to teachers (e.g., emphasizing data points or trends with colour and adding annotations),…

The 2017 NAPLAN results were followed by political and media attention focusing on a decline in achievement in writing. This article analyses NAPLAN data to identify the locus of the decline. Contrary to media reports in which it was suggested Year 3 was problematic, the article systematically compares NAPLAN results between 2011 and 2017 to…

New technologies have completely altered the ways that citizens can access data. Indeed, emerging online data sources give citizens access to an enormous amount of numerical information that provides new sorts of evidence used to influence public opinion. In this new environment, two trends have had a significant impact on our increasingly…

This article shows how universities represent themselves through the use of language on their institutional websites. Specifically, it compares and contrasts how a long established university, the University of Melbourne and a young university, Macquarie University construct their institutional identities and build up a relationship with potential…

Purpose: This paper argues that in a well-organised school with strong leadership and vision coupled with a concerted effort to improve the teaching performance of each teacher, student achievement can be enhanced. The purpose of this paper is to demonstrate that while macro-effect sizes such as "whole of school" metrics are useful for…

The learning sequence described in this article was developed to provide students with a demonstration of the development of box plots from authentic data as an illustration of the advantages gained from using multiple forms of data representation. The sequence follows an authentic process that starts with a problem to which data representations…

Monitoring Trends in Educational Growth (MTEG) offers a flexible, collaborative approach to developing and implementing an assessment of learning outcomes that yields high-quality, nationally relevant data. MTEG is a service that involves ACER staff working closely with each country to develop an assessment program that meets the country's…

Our research addresses the role that context expertise plays when students compare data. We report findings from a study conducted in 3 countries: Australia, United States, and Thailand. In each country, six middle school students analyzed authentic data relating to selected students' areas of interest. We examined the data analysis processes and…

It is established that the socio-economic status (SES) of individual students is strongly associated with academic achievement but less is known about this relationship when both student and school socio-economic status are considered. To examine these associations at a finer grain, with the intent of informing educational funding policy, we…

University rankings are having a profound effect on both higher education systems and individual universities. In this paper we outline these effects, discuss the desirable characteristics of a good ranking methodology and document existing practice, with an emphasis on the two main international rankings (Shanghai Jiao Tong and THES-QS). We take…

While there are severe limitations on the availability, comparability, and reliability of education statistics for the United States and other major foreign nations, a comparison of data reveals that the relative ranking of the United States among other nations with respect to educational participation in general is high, but that it is low in…

This report examines issues related to the performance indicators used for international comparisons of Australia's vocational education and training (VET) system. Chapter 2 examines main sources of international comparisons of VET and main features of indicator frameworks used for comparisons. Chapter 3 presents an outline of these two main…