The present study explores the sources of validity evidence of the mathematics self-concept construct in Programme for International Student Assessment (PISA) 2022 with a focus on concurrent, discriminant, and predictive evidence. Mathematics self-concept was provided with a single index variable in PISA 2022. Using only the U.S. students who…

A common belief underlying the dimensional comparison theory is that reading self-concept has a positive relation to reading achievement but a negative relation to math achievement. However, this belief is incomplete and potentially misleading as supporting evidence is usually derived from studies without simultaneously considering the mediated…

Purpose: Past research shows the Big-Fish-Little-Pond Effect (BFLPE; negative effect of school-average achievement on student-level academic self-concept) to generalize across countries. However, such evidence is largely limited to math and science. Given that reading self-concept is highly differentiated from math and science self-concepts and…

Objective: Existing research demonstrates that being mastery oriented is associated with several academic outcomes such as better engagement and achievement. To date, however, there is a dearth of research evidence on the emotional payoffs of mastery orientation. The current study explored the link between mastery orientation, subjective…

The aim of the study is to investigate the measurement invariance of mathematics self-concept and self-efficacy across 40 countries that participated in the Programme for International Student Assessment (PISA) 2003 and 2012 cycles. The sample of the study consists of 271,760 students in PISA 2003 and 333,804 students in PISA 2012. Firstly, the…

The current study analysed the relationships between socio-economic status, migration background, and non-cognitive factors and PISA reading and mathematics achievement. The results from multi-level analyses on Sweden's PISA survey from 2018 indicate that both mathematics achievement and reading achievement are affected by SES, migration…

The importance of self-concept and the feeling of belonging to a school have been highlighted in numerous studies as predictors of school success. However, there are hardly any studies that link the relationship between self-concept and the feeling of belonging to the school. Thus, the aim of this study is to analyze the influence of personal and…

Research shows that school is one of the most important life domains shaping adolescents' life satisfaction (LS) and this influence varies across countries and different groups of students (e.g. by gender). However, there is a lack of cross-country comparative research studying the links between school and students' LS and how this differs across…

The purpose of this study is to explain the gender differences in reading achievement with the mediating role of metacognitive strategies and reading-related attitudes. Hypotheses were tested with 6890 students [3396 (49.3%) females, 3494 (50.7%) males] who participated in PISA 2018 in Turkey. The path analysis results indicated that gender had…

The purpose of this work is to identify contextual variables that help to explain the occupational aspirations of Spanish 15-year-old students. This is done by performing a secondary analysis of the PISA2018 test. Data have been analysed using decision trees introducing the students' expected occupational status as a dependent variable (DV), and…

This study investigates the relationships between students' self-concept, self-efficacy, and achievement in mathematics, considering contextual factors such as socioeconomic status, gender, and immigration background, by using Swedish data from PISA 2003 and 2012. Additionally, these relationships between the two types of schools in Sweden are…

The influence of achievement motives and relational goal structures embedded in schools on learning outcomes as well as their interaction has attracted much attention in educational research. In the secondary multi-level analysis of data from four areas of China (B-S-J-Z) and the United States in the PISA 2018 study, the relationship among…

This study examines longitudinal associations among reading skills, math skills and emotional well-being in a Finnish sample (n = 586) followed from the end of comprehensive school (Grade 9, age 15-16) to age 20. In particular, we determine whether the associations between skills and well-being are mediated by self-concept beliefs. In Grade 9, the…

Background: Socioeconomic status (SES) is important in students' reading development. The mechanism of how they are linked, however, is underexplored. Aims: This research aimed to explore whether reading self-concept mediates the link between SES and reading achievement and whether teacher support moderates the direct and indirect link between SES…

As mathematics anxiety could result in students' low performance and impact their well-being, it is necessary for both researchers and educators to understand what causes mathematics anxiety and what moderates these effects. Based on the control-value theory, the present study proposed a framework that students' mathematics anxiety was triggered…