This study presents the Academic Investment Model (AIM) as a novel approach to predicting student academic performance by incorporating learning styles as a predictive feature. Utilizing data from 138 Marketing students across China, the research employs a combination of machine learning clustering methods and manual feature engineering through a…

This ethnographic multiple-case study examines how undergraduate students are socialized into the disciplinary norms, values, and practices of a geoscience course at a Canadian university. Transcending logocentric assumptions about academic discourse, this article advances a broader domain of inquiry----"multimodal academic discourse…

Undergraduate enrollment in online courses has been trending upward over the past decade, despite declining enrollment overall. With the onset of COVID-19 during the Spring 2020 semester, more undergraduates were suddenly thrust into online courses. Although learning outcomes for face-to-face and online courses may not differ, some students may…

Purpose: This study investigates the effect of digital multimodal composing (DMC) on student motivation and literacy in English as a Foreign Language (EFL) contexts. It explores how students engaged in creating digital animations to respond to literary texts and the implications for integrating DMC into traditional literacy practices. Grounded in…

Online learning is implemented in response to emergency remote teaching during global pandemic. We conducted a survey on Life Sciences undergraduate students on their preferences on mode of lesson delivery, mode of learning and learning activities. Students across different study years responded in a similar order ranking blended learning delivery…

Background: When mathematical knowledge is expressed in general language, it is called verbalized mathematics. Previous studies on verbalized mathematics typically paid attention to mathematical vocabulary or educational practice. However, these studies did not exclude the role of symbolic mathematics ability, and almost no research has focused on…

Introduction: This study aimed to estimate the causal effect of face-to-face learning on student performance in anatomy, compared to online learning, by analysing examination marks under a causal structure. Methods: We specified a causal graph to indicate how the mode of learning affected student performance. We sampled purposively to obtain…

Student engagement is an impactful component of student experience in mathematics classrooms and can shape academic and affective outcomes. The measurement of engagement in classroom settings has been limited to self-report measures or observational frameworks which privilege verbal participation. By conducting a microanalysis of two students'…

During instruction, students are typically presented with new information through several modalities, such as through language and images. Students need to attend to these different modalities and integrate the information in both in order to learn and generalize from instruction. Many studies have shown that the features of each modality, such as…

During instruction, students are typically presented with new information through several modalities, such as language and images. Students need to attend to these different modalities and integrate the information in both in order to learn and generalize from instruction. Many studies have shown that the features of each modality, such as the use…

The goal of the present study was to explore the relations among perceived psychosocial learning environments, instructional modality, motivation, self-regulated learning, and academic achievement in blended computer science education. The participants were 207 undergraduate students enrolled in a blended online and face-to-face design course. We…

In various technology-enhanced learning (TEL) environments, knowledge co-creation progresses through multimodal interactions that integrate verbal and nonverbal modalities, such as speech and gestures. This study investigated two distinct analytical approaches for analyzing multimodal interactions--triangulating and interleaving--by applying them…

Developing and exploring new tools to engage students in the learning process have been major foci of chemistry education research. Creative exercises are one such tool that has drawn increasing interest from researchers over the past decade. While studies have reported the impact of creative exercises on learning and types of student responses…

This comparative case study explores the roles of reading-to-write and writing-only approaches on students' L2 writing skills. Six third-year English major students from a Thai university, with diverse proficiency levels, participated in the study. Data from students' writing samples, semi-structured interviews, and observations were analyzed…

This study examined how seven American undergraduate students leveraged multiple modes to reflect on language, culture, and identity while learning French in a study abroad program. Grounded in the social semiotic framework of multimodality, this qualitative study applied open, axial, and selective coding to analyze students' interviews and…