This study explores the effectiveness of machine learning and eye movement features in predicting Chinese reading proficiency. Unlike previous research, which focused on one or two specific levels of eye movement features, this study integrates passage-, sentence- and word-level eye movement features to predict reading proficiency. By analyzing…

Degree completion on theoretical time is a phenomenon seldom explored in the higher education literature. We applied variance components models and random coefficients models to the microdata of an entire entrant cohort of first-time, full-time undergraduate students who completed their three-year programme at a Portuguese institution during the…

This study investigated the growth trajectory of academic achievement in Math and English among 519 students in a vocational senior high school in Taiwan. Covering the complete individual learning profile, our dataset included pre-enrollment variables, periodic test scores, and college entrance examination scores. We employed a group-based…

Prior research on the relationship between International Baccalaureate Diploma Program (IBDP) scores and the university entrance exam scores is limited and varied to a great extent due to the conflicting results in the literature. This study investigates whether there is any relationship between the students' achievement performance in IBDP and…

This study introduces data mining methods to accounting education scholarship to explore the relationship between accounting students' current academic performance (grades), demographic information, pre-university entrance scores and predicted academic performance. It adopts a C4.5 classification algorithm based on decision-tree analysis to…

Estimating the difficulty of reading tests is critical in second language education and assessment. This study was aimed at examining various text features that might influence the difficulty level of a high-stakes reading comprehension test and predict test takers' scores. To this end, the responses provided by 17,900 test takers on the reading…

The main goal of this study is to show that the association between university entrance score and first-year students' academic performance varies randomly across courses after controlling for students' sociodemographic, schooling trajectory and motivational variables. The sample consists of 2697 first-year students who were enrolled in 54 courses…

The COVID-19 pandemic has changed the university admissions and proficiency testing landscape. One change has been the meteoric rise in use of the fully automated Duolingo English Test (DET) for university entrance purposes, offering test-takers a cheaper, shorter, accessible alternative. This rapid response study is the first to investigate the…

This study provides an initial analysis of the validity of the SAT to predict the academic performance of students attending higher education institutions outside of the U.S. The results from these three institutions (located in India, Scotland [United Kingdom], and Lebanon, respectively) provide evidence that the SAT is indeed a strong predictor…

In school settings, sources of self-efficacy have the potential to directly and indirectly influence performance. The problem of this study is the direct relationship between sources of self-efficacy and achievement. In connection with this problem, the impact of sources of mathematics self-efficacy on high school senior students' mathematics test…

Entry qualification scores and earlier academic achievements are the quality attributes of learners. Studying those in correlation and as predictor of their academic achievement in undergraduate and postgraduate levels is valuable for students, universities and academicians. The present research was undertaken with the purpose to determine…

Although many studies have examined the ability of admission tests and High School General Point Averages to predict academic performance, they are not in agreement whether or not, these two measures are an entirely sufficient criterion to foretell college learning success. In addition, there seems to be a gap in the literature concerning using…

According to teaching-learning theories, interventions in educational practice require a valid diagnosis of students' learning preconditions. Cognitive dispositions at the beginning of studies are the strongest predictor of knowledge acquisition. In the context of increasing numbers of beginning students with heterogeneous preconditions, valid…

The official stance of the Association America of Medical Colleges (AAMC) regarding the undergraduate major of applicants for admission to medical school is that there are no required or preferred majors. While the AAMC is the body that governs admission to allopathic medical schools in the United States, this statement does not provide clarity to…

Designing effective selection procedures for honors programs is always a challenging task. In Azerbaijan, selection is based on three main criteria: (i) student performance in the centralized university admission test; (ii) student performance in the first year of studies; and (iii) student performance in the honors program selection test. This…