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Using Analytics to Predict Students' Interactions with Learning Management Systems in Online Courses
Ali Alshammari – Education and Information Technologies, 2024
In online education, it is widely recognized that interaction and engagement have an impact on students' academic performance. While previous research has extensively explored interactions between students, instructors, and content, there has been limited exploration of course design elements that promote the fourth type of interaction:…
Descriptors: Learning Analytics, Learning Management Systems, Academic Achievement, Correlation
Toni Honicke; Jaclyn Broadbent; Matthew Fuller-Tyszkiewicz – Higher Education Research and Development, 2023
According to Bandura's theory of reciprocal determinism, self-efficacy and academic achievement can have a mutual influence over one another. While empirical research generally supports this position, little focus has been given to within- and between-person factors that may moderate this relationship. The present study explored how initial…
Descriptors: Self Efficacy, Academic Achievement, Difficulty Level, Student Attitudes
Amaya, Edna Johanna Chaparro; Restrepo-Calle, Felipe; Ramírez-Echeverry, Jhon J. – Journal of Information Technology Education: Research, 2023
Aim/Purpose: This article proposes a framework based on a sequential explanatory mixed-methods design in the learning analytics domain to enhance the models used to support the success of the learning process and the learner. The framework consists of three main phases: (1) quantitative data analysis; (2) qualitative data analysis; and (3)…
Descriptors: Learning Analytics, Guidelines, Student Attitudes, Learning Processes
Academic Achievement: Influences of University Students' Self-Management and Perceived Self-Efficacy
Al-Abyadh, Mohammed Hasan Ali; Abdel Azeem, Hani Abdel Hafeez – Journal of Intelligence, 2022
Successful students are more than just those who have more effective and efficient learning techniques for acquiring and applying information. They can also motivate, evaluate, and adjust their behavior if they are not learning properly. Thus, the objective of this study was to investigate the influence of university students' self-management…
Descriptors: Academic Achievement, Self Management, Foreign Countries, Self Efficacy
Balti, Rihab; Hedhili, Aroua; Chaari, Wided Lejouad; Abed, Mourad – Education and Information Technologies, 2023
Since the COVID pandemic, universities propose online education to ensure learning continuity. However, the insufficient preparation led to a major drop in the learner's performance and his/her dissatisfaction with the learning experience. This may be due to several reasons, including the insensitivity of the virtual learning environment to the…
Descriptors: Cognitive Style, Pandemics, COVID-19, Distance Education
Qi, Di – ProQuest LLC, 2022
The present dissertation is a synthesis and meta-analysis of the 15-year-old research domain of the L2 Motivational Self System (L2MSS) model initiated by Dornyei (2005). The study is based on data from 100 studies involving 144 unique samples and 51,905 participants, and it addresses the inter-relationships of L2MSS elements (i.e., the Ideal L2…
Descriptors: Meta Analysis, Second Language Learning, Second Language Instruction, Learning Motivation
Vales, Catarina; States, Sarah L.; Fisher, Anna V. – Child Development, 2020
Organized semantic networks reflecting distinctions within and across domains of knowledge are critical for higher-level cognition. Thus, understanding how semantic structure changes with experience is a fundamental question in developmental science. This study probed changes in semantic structure in 4-6 year-old children (N = 29) as a result of…
Descriptors: Semantics, Networks, Cognitive Ability, Child Development
Wang, Qian; Xiong, Chang; Liu, Jiajun – International Journal of Educational Management, 2021
Purpose: The foundations of internally driven discipline are similar to self-directed learning (SDL). This study examines the effect of cultural orientation and SDL on the online performance of college students. It investigates how college students pursue SDL while maintaining a collectivist cultural orientation in their learning experience. It…
Descriptors: Cultural Influences, Independent Study, Online Courses, Noncredit Courses
Ellis, Robert A.; Bliuc, Ana-Marie – Active Learning in Higher Education, 2019
As online learning technologies are becoming an integral part of the learning experience at university, the quality of student learning is increasingly shaped by their experience of using these new artefacts. In many cases, the research frameworks investigating the contribution of online learning technologies to quality outcomes are yet to have…
Descriptors: Online Courses, Learning Experience, Educational Quality, Cognitive Style
Basoz, Tutku; Erten, Ismail Hakki – Journal on English Language Teaching, 2020
The present study explored the probable interrelationships between willingness to communicate in a second language (L2 WTC), ideal L2 self, ought-to L2 self, L2 learning experience, imagery capacity, L2 motivation, L2 anxiety, vocabulary size, and course achievement through path analysis. This quantitative study was carried out with 701 English as…
Descriptors: Path Analysis, Communication (Thought Transfer), Second Language Learning, Second Language Instruction
Wang, Peiyu; Zhou, George – McGill Journal of Education, 2021
With an increasing number of international students coming to Canada for higher education, Canadian universities are offering diverse English language improvement programs (ELIPs) to improve international students' English proficiency. However, some Chinese international students struggle to pass such programs and eventually withdraw. This study…
Descriptors: Foreign Students, Dropouts, Academic Failure, Foreign Countries
Davidovitch, Nitza; Belichenko, Margarita – International Journal of Higher Education, 2018
During recent years there has been a significant increase in the usage of technological tools in general, and in academic teaching in particular. Many programs have been developed, including online teaching and online courses at educational institutions. In this paper, we discuss the Facebook social network and its use at the University. The…
Descriptors: Foreign Countries, Social Media, Higher Education, Technology Uses in Education
Pearson, 2019
Traditionally, active engagement in higher education courses requires learners to spend time reading sections of an assigned textbook. Feedback from learners suggests that they are discouraged from reading when the text is difficult to access and isn't engaging. As an interactive digital environment, Revel aims to enhance students' engagement with…
Descriptors: Learner Engagement, Psychology, Teaching Methods, Multimedia Materials
Henrie, Curtis R. – ProQuest LLC, 2016
This is a multiple-article format dissertation that explores methods for measuring student engagement in technology-mediated learning experiences. Student engagement is the committed, focused, and energetic involvement of students in learning. Student engagement is correlated with academic performance, student satisfaction, and persistence in…
Descriptors: Learner Engagement, Learning Experience, Academic Achievement, Educational Technology
Jin, Li; Schneider, Jason – Journal of International Students, 2019
This article investigates perceptions of international students among faculty at a university in the United States. Based on data collected from a large-scale online survey (n = 261), the study explores four issues: (1) faculty perceptions of international students' positive attributes; (2) faculty perceptions of international students' academic…
Descriptors: College Faculty, Teacher Attitudes, College Students, Foreign Students