Background: While highlighting is one of the most common strategies to enhance reading comprehension, little is known about how highlighting behavior and its relationship with performance varies across cultures. Our purpose was to examine whether the use and the success of highlighting prevalence, quantity, and task relevance vary internationally.…

Using machine learning, this research aimed to examine the crucial factors that predict the reading performance of fourth-grade students from Türkiye who participated in PIRLS 2021. When trained with the data of 3589 fourth-grade students and their 405 independent variables, the support vector machine (SVM) algorithm properly distinguished between…

This paper informs users of data collected in international large-scale assessments (ILSA), by presenting argumentsunderlining the importance of considering two design features employed in these studies. We examine a commonmisconception stating that the uncertainty arising from the assessment design is negligible compared with that arisingfrom the…

In common understanding, resilience enables students to withstand adverse conditions. Resilient students achieve moderate to good educational outcomes in spite of high risks. To foster academic resilience, a deep understanding of risk and resources, their interplay and moderating effects is essential. We aim to achieve this goal by using hidden…

This paper introduces an approach that uses latent class analysis to identify cut scores (LCA-CS) and categorize respondents based on context scales derived from largescale assessments like PIRLS, TIMSS, and NAEP. Context scales use Likert scale items to measure latent constructs of interest and classify respondents into meaningful ordered…

The reading literacy skills of Australian adolescents, as measured in successive PISA waves, have declined since 2000. Literacy achievement is not low by international standards, but it is lower in Australia than it is in Anglophone countries with which we compare ourselves, e.g. Canada. Using PISA 2018 and PIRLS 2021 data, we investigated both…

Background: Proficient reading skills are crucial for Foundation Phase learners to develop critical thinking and problem-solving abilities. The 2021 PIRLS assessment highlighted alarmingly low reading proficiency among ten-year-olds. Effective reading instruction, and a positive reading environment are essential for developing confident, skilled…