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 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…

Based upon the ecological perspective and the social cognitive theory, this study examined the role of reading self-efficacy in the associations of contextual factors with reading achievement by establishing an educational ecology of reading. The model included student factors, student/home factors, student/school factors, and school factors of…

This article reports on research conducted to investigate student confidence in reading by collecting data from 135 primary schools in rural China. In the survey, we adopted the PIRLS scales of confidence in reading and reading skills test items. Our analysis shows that compared to the other countries and regions, rural China ranks last with…

This article examines the question of teacher quality and its effects on the skills acquisition of primary school students in Spain. We use an education production function in which we incorporate teachers' fixed effects, estimated by means of a multiple regression model. Specifically, we examine the acquisition of reading skills by drawing on…

Several national and international studies have indicated that there is an achievement gap between student literary reading and student informational reading, with the gap favoring literary reading. One plausible explanation for this gap is that reading informational text has been neglected in early grades in the U.S. (Dreher, 2003; Kletzien &…

This study presents a conceptual and evidentiary study pertaining to the micro and macro level factors influencing the achievement gap among migrant children from a cross-national standpoint. First, this study provides the most systematic investigation of the immigrant educational paradox theory, which asserts that on average, immigrants'…

This country review offers an independent analysis of major issues facing the use of school resources in Portugal from an international perspective. It provides a description of national policies, an analysis of strengths and challenges and options for possible future approaches. The analysis focuses on the process of decentralisation of school…

Instructional written materials play important roles as teachers' agents in effective teaching practices. Worksheets are one of the most frequently used materials. In this exploratory study, the relationships between worksheet usage and science achievement in 32 countries were examined through the use of TIMSS and PIRLS data and multiple…

Instructional written materials play important roles as teachers' agents in effective teaching practices. Worksheets are one of the most frequently used materials. In this exploratory study, the relationships between worksheet usage and science achievement in 32 countries were examined through the use of TIMSS and PIRLS data and multiple…

PIRLS (Progress in International Reading Literacy Study) was inaugurated in 2001 as a follow-up to International Association for the Evaluation of Educational Achievement's 1991 Reading Literacy Study. Conducted every five years, PIRLS assesses the reading achievement of young students in their fourth year of schooling--an important transition…

The "Condition of Education" is an annual report mandated by the U.S. Congress that summarizes the latest data on education in the United States. This report uses data from across the National Center for Education Statistics (NCES) and from other sources and is designed to help policymakers and the public monitor educational progress.…

The Condition of Education is a congressionally mandated annual report summarizing important developments and trends in education using the latest available data. The 2019 Condition of Education report presents 48 indicators on topics ranging from prekindergarten through postsecondary education, as well as labor force outcomes and international…

This paper examines changes in demographic and socioeconomic inequalities in student achievement over the school career, and the extent that these inequalities are accounted for by other influences such as, region and socioeconomic background (where appropriate), school differences and prior achievement. The data analysed are from a longitudinal…