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Williams-Dobosz, Destiny; Azevedo, Renato Ferreira Leitão; Jeng, Amos; Thakkar, Vyom; Bhat, Suma; Bosch, Nigel; Perry, Michelle – Grantee Submission, 2021
Little is known about the online learning behaviors of students traditionally underrepresented in STEM fields (i.e., UR-STEM students), as well as how those behaviors impact important learning outcomes. The present study examined the relationship between online discussion forum engagement and success for UR-STEM and non-UR-STEM students, using the…
Descriptors: Learner Engagement, Undergraduate Students, Student Improvement, Disproportionate Representation
Pardos, Zachary A.; Horodyskyj, Lev – Journal of Learning Analytics, 2019
We introduce a novel approach to visualizing temporal clickstream behaviour in the context of a degree-satisfying online course, "Habitable Worlds," offered through Arizona State University. The current practice for visualizing behaviour within a digital learning environment is to generate plots based on hand-engineered or coded features…
Descriptors: Visualization, Online Courses, Course Descriptions, Data Analysis
Liao, Yi-Wen; Huang, Yueh-Min; Huang, Shu-Hsien; Chen, Hsin-Chin; Wei, Chun-Wang – EURASIA Journal of Mathematics, Science and Technology Education, 2019
Social media or social networking sites have been used to support online learning with good interactive features. If an existing system can retain current users and attract new users, it can provide greater benefits and influence in the field of online learning. However, most previous studies focus on learner participation intention, and rarely…
Descriptors: Social Networks, Social Media, Online Courses, Models
Liu, Zhi; Zhang, Wenjing; Cheng, Hercy N. H.; Sun, Jianwen; Liu, Sannyuya – International Journal of Distance Education Technologies, 2018
As an overt expression of internal mental processes, discourses have become one main data source for the research of interactive learning. To deeply explore behavioral regularities among interactions, this article firstly adopts the content analysis method to summarize students' engagement patterns within a course forum in a small private online…
Descriptors: Discourse Analysis, Correlation, Academic Achievement, Learner Engagement
Chametzky, Barry – ProQuest LLC, 2013
With the Internet, foreign language learners can interact more easily with native speakers from other countries than in previous generations. For learners to develop the ability to function in foreign environments, it is vital to understand their experiences in postsecondary online foreign language classes. If educators and educational theorists…
Descriptors: Second Language Learning, Grounded Theory, Behavior Patterns, Adult Learning
Zhang, Zuochen – Canadian Journal of Learning and Technology, 2004
As new technologies become less expensive, provide greater access to various forms of multimedia, and are integrated into all aspects of everyday life, online learning environments are becoming more prevalent. Online education, as experienced through course management systems, is being heralded as meeting the needs of students' lifestyles by…
Descriptors: Online Courses, Electronic Learning, Instructional Design, Management Systems