Levels and drivers of adolescent life satisfaction (LS) vary across nations. School is known to be an important aspect of life affecting adolescent LS, but there are gender differences in how schools may influence LS. However, little is known about how these gender differences vary across countries. A series of statistical analyses (bivariate…

Collaborative problem-solving competence (CPSC) is a core skill in the twenty-first century. As an innovative literacy, CPSC was assessed for the first time in the Program for International Student Assessment (PISA) 2015. Our study aims to identify the effects of student's perceptions toward interpersonal relationships on CPSC in PISA 2015.…

Learning strategies have been recognized as important predictors of mathematical achievement. In recent studies, it has been found that Asian students use combined learning strategies, primarily including metacognitive strategies, rather than rote memorization. To the best of the authors' knowledge, there is only one prior study including South…

Background: Life satisfaction is a key component of students' subjective well-being due to its impact on academic achievement and lifelong health. Although previous studies have investigated life satisfaction through different lenses, few of them employed machine learning (ML) approaches. Objective: Using ML algorithms, the current study predicts…

Creative thinking was assessed as an innovative domain for the first time in PISA 2022. This report presents the creative thinking results for Australia as a whole, for the Australian states and territories and for the other groups in PISA 2022. It is one of two thematic reports providing additional high-level analysis of Australia's 2022 PISA…

In the PISA 2022 creative thinking test, students provide a response to a prompt, which is then coded by human raters as no credit, partial credit, or full credit. Like many large-scale educational testing frameworks, PISA uses the generalized partial credit model (GPCM) as a response model for these ordinal ratings. In this paper, we show that…

While creativity has traditionally been linked to arts education, the importance of developing the ability to think creatively across the school curriculum has grown in prominence (James et al. 2019), reflected by its inclusion in OECD PISA 2022 for the first time (OECD, 2024). Creativity enables learners to thrive in a rapidly evolving workplace,…

Background: Past studies on mindsets have mostly examined them as an individual difference variable. However, the mindset-by-context framework argues that mindsets do not occur within a vacuum, and their successful implementation depends on the social context. One of the most important social contexts for students is the socioeconomic conditions…

The structural approach of cultural capital theories neglects the idea that the impact of structural constraints on educational results can be reduced by agency. This predicament can be solved when the advantages of abundant educational resources available in schools are unpacked, since doing so can compensate for the paucity of such resources…

Educational large-scale assessment (LSA) studies like the program for international student assessment (PISA) provide important information about trends in the performance of educational indicators in cognitive domains. The change in the country means in a cognitive domain like reading between two successive assessments is an example of a trend…

More than 20 years after the first round of the OECD's Programme for International Student Assessment (PISA), it has become one of the most important large-scale international assessments, at a global level and in particular in Europe. Thus, a growing number of scholars have examined or discussed its research design. Nonetheless, a key feature of…

The importance of creativity for survival in modern society is well recognised. However, the development of creative thinking skills through formal education still needs more attention, and the assessment of creative thinking skills using valid models in higher education is under-researched. Our paper presents the deficits and improvements in…

As the teaching profession becomes more demanding and teachers' work conditions become increasingly challenging, recent reports have shown declining levels of teacher well-being. Past studies on teacher well-being mostly focused its associations with teacher- and school-related outcomes. However, less research has been conducted on the…

PISA aims to serve as a "global yardstick" for educational success, as measured by student performance. For comparisons to be meaningful across countries or over time, PISA samples must be representative of the population of 15-year-old students in each country. Exclusions and non-response can undermine this representativeness and…

Science education researchers and curriculum documents have advocated scientific inquiry for more than six decades; however, inconsistent findings concerning its effects on students' learning outcomes have been revealed in recent analyses of large-scale international assessment data (e.g., the Programme for International Student Assessment…