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…

Eye-movement technology has been often used to examine reading processes, but research has seldom examined the relationship between the reading process and comprehension performance, and whether the relationships are similar or different across grades. To investigate this, we conducted a 3-year longitudinal study starting at grade 4, with 175…

This study explores the influence of digital literacy, parental styles, and background variables on digital game addiction among elementary school students. Given the formative nature of early childhood and the significant role of parental influence, understanding these relationships is essential to promoting healthy digital habits. The sample…

The current research sought to identify important student achievement predictors from past literature, then use a publicly available dataset to assess the statistical contribution of technology factors above and beyond previously established effects. Using TIMSS data from Saudi Arabia, with data from 5,453 students in fourth grade mathematics and…

This study investigates facial recognition and the role of theory of mind in Chinese children with dyslexia, addressing a significant gap in research on nonalphabetic dyslexia. Participants were 174 children (85 with dyslexia, 89 typically developing) in Grades 4-6 in Taiwan. Facial recognition, theory of mind, and visual perception were assessed…

There is a growing number of children learning to read in bilingual environments, yet research on the uniqueness of reading acquisition in these bilingual children, particularly L1 majority bilinguals, is limited. With a sample size of 690 4th-grade students, this study investigated predictors influencing L1 Chinese reading in Chinese-English…

The long-term negative consequences of learning difficulties have been acknowledged. Nonetheless, research is still scarce regarding the prediction of adolescent difficulties in reading and arithmetic skills. The present study examines at which age phase and with what kind of constellation of parent- and child-related factors can adolescent…

The study examines students' skills at kindergarten entry and gains in skills across the kindergarten through first-grade period (pre-COVID-19) for predicting literacy, language, math, inhibitory control, and social-adjustment outcomes in the spring of fourth grade, after schools reopened. In a large US school district, longitudinal data were…

Previous research suggests connections between peer relationships and children's engagement and learning within the classroom. However few studies have explored these connections in detail or considered the possible processes that may begin to explain the linkages. This study collected systematic data from different respondents within primary…

This study explored the predictive roles of social expectations (i.e., community influence and social values) and perceived adults' growth mindsets (i.e., teachers' growth mindset and parents' growth mindset) on self-regulated learning (SRL) strategy use and English learning achievement with 685 fourth to fifth graders in Hong Kong. Structural…

This study examined how Papiamento and Dutch attitude and home literacy environment of 168 children in fourth grade of the post-colonial Dutch Caribbean, predicted L1 and L2 reading literacy in sixth grade. Overall, children had higher scores for reading literacy in L1 Papiamento as compared with L2 Dutch. They showed more positive attitudes…

This study aimed to employ machine learning techniques to uncover the pivotal determinants influencing the reading proficiency of fourth-grade students across 65 regions, as participants in the PIRLS 2021 assessment. The primary objective was to discern and assess key factors at the student, family and school levels that predict high and low…