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Mian Wu; Fan Ouyang – Journal of Computing in Higher Education, 2025
Online collaborative discussion (OCD) focuses on promoting individual knowledge inquiry and group knowledge construction through active peer interactions and communications. In practice, it is necessary to explore how different modes of OCD come into play, in which student engagement can function as an evaluating indicator. To identify student…
Descriptors: Probability, Multivariate Analysis, Learner Engagement, Asynchronous Communication
Kui Xie; Vanessa W. Vongkulluksn; Benjamin C. Heddy; Zilu Jiang – Educational Technology Research and Development, 2024
Engagement has been recognized as one of the most important factors of learning and achievement in academic settings. Research on engagement has been gearing toward a "person-in-context" orientation, where both personal characteristics and contextual features in relation to students' engagement are considered. This orientation allows a…
Descriptors: Learner Engagement, Environment, Student Characteristics, Research Methodology
Sainz Sujet, Paola – Journal of Hispanic Higher Education, 2022
Academic engagement has been studied for several years because of its influence on student attrition. According to Tinto, engagement is the most important predictor for student dropout, which makes it relevant to understand how the environment influences engagement. Yet very few studies have addressed this relationship outside higher income…
Descriptors: Institutional Characteristics, Learner Engagement, College Students, Multivariate Analysis
Exploring Student Engagement in Virtual Classrooms: A Person-Centred Approach Using Cluster Analysis
Gupta, Kriti Priya – International Journal of Educational Management, 2023
Purpose: The purpose of this paper is to identify student clusters based on patterns of behavioural, cognitive, emotional, collaborative and social engagement in virtual classrooms, within the context of higher education. The study also attempts to explore the differences amongst the student clusters with respect to various motivating and…
Descriptors: Virtual Classrooms, Learner Engagement, Multivariate Analysis, Foreign Countries
Avci, Ümmühan; Ergün, Esin – Interactive Learning Environments, 2022
The purpose of this study was to examine online students' LMS activities and the effect on their engagement, information literacy, and academic performance. The participants of the study were 65 undergraduate students enrolled to an online "Computer Literacy" course. Cluster analysis was performed on the log data gathered from LMS…
Descriptors: Electronic Learning, Distance Education, Integrated Learning Systems, Learning Activities
Poellhuber, Bruno; Roy, Normand; Bouchoucha, Ibthihel – International Review of Research in Open and Distributed Learning, 2019
As the offer of Massive Open Online Courses (MOOCs) continues to grow around the world, a great deal of MOOC research has focused on their low success rates and used indicators that might be more appropriate for traditional degree-seeking students than for MOOC learners, who, because of the openness of MOOCs, represent a more diverse clientele who…
Descriptors: Online Courses, Integrated Learning Systems, Distance Education, Student Behavior
Hiromori, Tomohito – Language Teaching Research Quarterly, 2021
This study examined the performance of university foreign language learners on a writing task by comparing paired work (n = 50) against individual work (n = 50). Data were collected based on three aspects of learners' task engagement: behavioural (time spent working on the task, number of words written), linguistic (English writing scores), and…
Descriptors: Learner Engagement, Cooperative Learning, Writing (Composition), Second Language Learning
Zhou, Jianing; Bhat, Suma – Grantee Submission, 2021
Consistency of learning behaviors is known to play an important role in learners' engagement in a course and impact their learning outcomes. Despite significant advances in the area of learning analytics (LA) in measuring various self-regulated learning behaviors, using LA to measure consistency of online course engagement patterns remains largely…
Descriptors: Models, Online Courses, Learner Engagement, Learning Processes
Pugh, Kevin J.; Bergstrom, Cassendra M.; Spencer, Bryden – Science Education, 2017
Transformative experience refers to learning episodes in which students use ideas from the science classroom to see and experience the world differently in their everyday lives. The construct is defined by three characteristics: (1) motivated use (application of learning in "free-choice" contexts), (2) expansion of perception (seeing…
Descriptors: Middle School Students, Multivariate Analysis, Science Curriculum, Science Instruction
You, Hye Sun; Park, Sunyoung; Delgado, Cesar – Science Education, 2021
The purpose of this study is to examine the characteristics of US schools associated with two measures of scientific literacy (content knowledge and "procedural and epistemic" knowledge) using the 2015 Programme for International Student Assessment (PISA) data. Because outcomes are nested within students, and students within schools, a…
Descriptors: Scientific Literacy, Institutional Characteristics, Student Characteristics, Grades (Scholastic)
Yalçin, Seher – International Electronic Journal of Elementary Education, 2019
This study aimed to compare the Graded Response Model (GRM) and the Mixed-Graded Response Model (MixGRM) in terms of model data-fit and parameters and demonstrate the application of MixGRM on real data. In this context, this study is basic research based on the International Computer and Information Literacy Study in 2013 conducted with…
Descriptors: Foreign Countries, Item Response Theory, Rating Scales, Models
Swanson, Elise; Ritter, Gary – Journal of School Leadership, 2018
One of the greatest challenges faced by school leaders across the United States is the recruitment of high-quality educators, and many programs have been developed to address this problem. This study evaluates one such program. We evaluate the Arkansas Teacher Corps (ATC), an alternative teacher certification program that places teachers in…
Descriptors: Observation, Student Surveys, Teacher Evaluation, Alternative Teacher Certification
Schmidt, Jennifer A.; Rosenberg, Joshua M.; Beymer, Patrick N. – Journal of Research in Science Teaching, 2018
Science education reform efforts in the Unites States call for a dramatic shift in the way students are expected to engage with scientific concepts, core ideas, and practices in the classroom. This new vision of science learning demands a more complex conceptual understanding of student engagement and research models that capture both the…
Descriptors: Science Education, Learner Engagement, Learning Activities, Multivariate Analysis
Barata, Gabriel; Gama, Sandra; Jorge, Joaquim; Gonçalves, Daniel – IEEE Transactions on Learning Technologies, 2016
State of the art research shows that gamified learning can be used to engage students and help them perform better. However, most studies use a one-size-fits-all approach to gamification, where individual differences and needs are ignored. In a previous study, we identified four types of students attending a gamified college course, characterized…
Descriptors: Prediction, Performance, Profiles, Games
Bannister, Robert M. – ProQuest LLC, 2017
Some believe sixth through twelfth grade configured schools offer programs and incentives that aid the success of students. The assumption is that these schools provide inherent motivation supportive relationships, and forward thinking about education and its implications on life (Gootman, 2007; Hall, 2008). This study examined the relationship…
Descriptors: Grouping (Instructional Purposes), Middle Schools, High Schools, Middle School Students