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 non-experimental correlational quantitative research study was conducted to examine the relationship between the percentage of voluntary live synchronous virtual lesson attendance (LVLA) and the reading comprehension skill growth of sixth through eighth-grade English Language Arts (ELA) students enrolled in a Pennsylvania full-time online…

Gifted underachievers perform worse in school than would be expected based on their high intelligence. Possible causes for underachievement are low motivational dispositions (need for cognition) and metacognitive competences. This study tested the interplay of these variables longitudinally with gifted and non-gifted students from Germany…

We examined the extent to which self-efficacy and growth mindsets predict reading comprehension growth in sixth grade and the moderating role of initial word reading. Students (N = 303) reported on their self-efficacy as well as domain-general and reading-specific mindsets at the beginning of sixth grade. They completed brief bi-monthly reading…

There has been a significant volume of research studying the effect of individuals' motivation on reading comprehension. The findings of previous research have demonstrated both the direct contribution of motivation to comprehension and its indirect influence through mediating effects of reading amount and strategy use. The effect of the linkage…

While most educational models point toward cognitive and metacognitive skills to promote reading comprehension, recent studies indicate that motivation also plays a key role. Consequently, studying social factors that may support reading motivation represents an interesting research avenue. We therefore performed a systematic review of the…

Although both theory and research assert the importance of a reader's self-concept, we lack a nuanced understanding of the underlying subcomponents of reading self-concept as they relate to achievement and whether this relationship might differ for developing readers. In the present study, we examined the reading self-concepts of nearly 500 4th…

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…

This study aims to examine the writing performance of primary school fourth-grade students in relation to the student-level variables (writing, reading comprehension, self-regulation-based writing, writing motivation, and writing anxiety) and classroom-level (teacher) variables (knowledge of text-writing instruction and text-writing instruction…

Many studies in the literature have addressed reading comprehension, the ultimate goal of the reading process, due to its complex nature. These studies have focused on various areas, such as the nature of reading comprehension, how it occurs, the factors that affect the process of comprehension, reading comprehension impediments, and how to…

Much attention has been given to the development and validation of measures of growth mindset and its impact on learning, but the previous work has largely been focused on general measures of growth mindset. This research was focused on establishing the psychometric properties of a reading mindset (RM) measure among a sample of upper elementary…

Empirical research has systematically demonstrated the predictive role of reading, linguistic and metacognitive skills on reading comprehension performance. The study of the directionality of these relations and their relative contribution in the more advanced grades of primary school is an important aim for reading research, with practical…

To address the needs of a diverse group of students with reading difficulties, a majority of researchers over the last decade have designed and implemented multicomponent reading interventions (MCRIs) that provide instruction in multiple areas of reading yielding mixed results. The current study evaluates whether students' baseline word reading…

Learning to solve arithmetic word problems is an essential part of the primary school mathematics curriculum. The success of word-problem solving was previously found to relate to reading comprehension ability of children. However, the relationships between specific reading comprehension component skills and word-problem solving remain largely…