Reading self-concept plays a significant role in academic achievement. Considering increasing numbers of English learners (ELs) in the United States, there is an urgent need to investigate self-perceptions of ELs in comparison to those of native English speakers (NES). We applied Elastic Net analysis (ENET), a machine learning approach, to PISA…

Self-concept is an important noncognitive predictor of learning success and academic achievement, but mechanisms behind these effects are mostly unknown (Marsh, 2006). We analyzed the influence of mathematical self-concept on university students' eye movements in reading mathematical PISA items in a mathematical and a problem-solving context. In a…

Studies, such as Programme for International Student Assessment 2012, indicate that there are gender based differences in measures of mathematics anxiety, self-concept and self-efficacy among students. In this study we explore self-efficacy, self-concept and mathematics anxiety in a sample of Year 7 and 8 South Australian students to examine if…

Autoethnography is adopted as the procedure and orientation for this PhD study which aims to explore the cultural identity of the Chinese families and its influences on their children's mathematics learning. The purpose of this paper is two-fold. First, readers are invited to travel with the researcher a journey in which she explores her diasporic…

Student performance is generally viewed as the main criterion variable when analysing equity in the outcomes of education. However, there is evidence that even with increasing equity in achievement, inequity in other important learning outcomes might still prevail. Students' judgements of their own ability to solve tasks in Mathematics or…