Reading self-concept plays a significant role in academic achievement. Considering increasing numbers of English learners (ELs) in the United States, there is an urgent need to investigate self-perceptions of ELs in comparison to those of native English speakers (NES). We applied Elastic Net analysis (ENET), a machine learning approach, to PISA…

The purpose of this study is to examine the effect of missing data imputation methods, namely regression imputation (RI), multiple imputation (MI) and k-nearest neighbor (kNN) on differential item functioning (DIF). In this regard, the datasets used in the research were created by deleting some of the data via the missing completely at random…

Filipino students ranked last in reading proficiency among all countries/territories in the PISA 2018, with only 19% meeting the minimum (Level 2) standard. It is imperative to understand the range of factors that contribute to low reading proficiency, specifically variables that can be the target of interventions to help students with poor…

Reading comprehension has a critical importance for almost every aspect of individuals' life. The aim of this study is to reveal the relations among students' perceptions of their Turkish language teachers' behaviours that encourage reading engagement, levels of reading enjoyment, reading self-efficacy, and reading success within the frame of a…

This study investigated the ability of language teachers' practices to predict self-efficacy in reading among Jordanian students participating in PISA 2018. The study adopted the secondary analysis method by analyzing the responses of 8,963 15-year-old males and females in 313 schools who participated in PISA 2018. Statistically significant…

Recent efforts to identify non-cognitive predictors of academic achievement and school success have largely focused on self-constructs such as self-efficacy, self-concept and anxiety that are measured with respect to a specific domain (e.g. mathematics). We extend the measurement of the non-cognitive realm in education to incorporate both social…

This paper explores the PISA [Programme for International Student Assessment] achievement of twenty countries in light of some of their demographic differences. SES [student socioeconomic status], nuclear family, gender, home language, and native status were predictive of achievement for every country. Demographics accounted for as little as 8…

Background: Chronotype refers to individuals' preference for morning or evening activities. Its two dimensions (morningness and eveningness) are related to a number of academic outcomes. Aims: The main goal of the study was to investigate the incremental validity of chronotype as a predictor of academic achievement after controlling for a number…

Background: Young females have been found to out-perform males in terms of grades and university degrees in many studies. At the same time, young women seem to exhibit lower levels of well-being compared with men. Interestingly, little work has evaluated the interplay between educational success and well-being. However, antecedents and…

The PISA studies of reading achievement of 15 year old students in OECD and partner nations show Anglophone nations to have continuing high proportions of weak readers (less than or equal to Level 2), with no improvement in this area from 2000 to 2006 (OECD, "Science competencies for tomorrow's world: Executive summary," 2007). The…