In this study, we applied multilevel piecewise linear regression with a random-effects model under a Bayesian estimation framework to a total of 5,072 7th grade students in 35 schools to search for an optimum time in terms of the effect of homework time on student academic achievement. First, we found a nonlinear relationship between time spent on…

We aimed to identify individual (family) and school protective factors that are critical to academic success among African American students, using Bronfenbrenner's ecological systems theory. A total of 2020 African American students in 463 schools from the Educational Longitudinal Study provided data. We developed a multilevel logistic model…

This study examined the association between observers and students' reports of instructional support at the classroom-level, and whether students' off-task behavior predicted their perception of instructional support over time. The sample consisted of 1306 students and 79 teachers. Multilevel Structural Equation Modeling was applied to the…

The purpose of this study is to predict the mathematical literacy levels of the students participating in the research through the data obtained from PISA 2015 exam organized by OECD using data mining and to determine the variables that affect mathematics literacy. For this purpose, students' mathematics literacy levels and the variables that…

Background: Data-driven investigations of how students transit pages in digital reading tasks and how much time they spend on each transition allow mapping sequences of navigation behaviours into students' navigation reading strategies. Objectives: The purpose of this study is threefold: (1) to identify students' navigation patterns in…