This study explored science-related variables that have an impact on the prediction of science achievement groups by applying the educational data mining (EDM) method of the random forest analysis to extract factors associated with students categorized in three different achievement groups (high, moderate, and low) in the Korean data from the 2015…

Global education is often framed in terms of standardised testing that makes comparisons across nations. This is particularly evident with international measures like the Programme for International Student Assessment (PISA), which tests 15-year-olds in member countries. Images on the PISA website provide representations of education that seem to…

Science excellence is associated not only with a student's inherent aptitude but also a range of contextual factors. The objective of this paper was to identify the most important contextual characteristics of top performers in scientific literacy, by simultaneously considering factors at the PISA questionnaire-based student, family, and school…

Purpose: Scientific literacy plays an important role in catalyzing science learning in the 21st century. Unfortunately, previous evidence revealed that students' scientific literacy tends to be unsatisfactory. This study investigated the effect of ethnoscience-themed picture books embedded in context-based learning (EthCBL) on students' scientific…

Employing Connelly and Xu's (this issue) conceptualisation of reciprocal learning, the article explores the potential for reciprocal learning about pedagogy provided by a body of PISA-inspired literature on high-performing education systems. I argue that the opportunities for reciprocal learning provided by that body of literature is rather…

The outperformance of Chinese students in large-scale international assessments has increasingly attracted the attention of researchers. This study explored the relationship between an important student factor, self-regulated learning (SRL), and Hong Kong students' reading performance on Programme of International Student Assessment (PISA). Using…