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…

Children's socioemotional and cognitive traits may hinder or support reading comprehension based on models of risk and resilience. Effortful control, attention, and positive affect were examined as promotive factors, and general and test anxiety as risk factors. Participants included 197 twin children (115 girls; M[subscript age] = 13.6 years)…

Vocabulary is an important prerequisite for reading comprehension and therefore for learning in all subjects. For this reason, the present study examines digital context-based and explicit approaches to vocabulary promotion in an experimental intervention study in fourth grade. Furthermore, students' reading comprehension and intrinsic reading…

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 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…

Background: Children nowadays have to read and understand multiple digital documents while living in the current digital society. We examined the relation between digital exposure and multiple digital document reading outcomes in 203 5th graders (age, M = 10.33 years). Methods: At the beginning of 5th grade, we assessed their working memory,…

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…

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…