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Swain, Anshuman; Shofner, Marcia; Fagan, William F.; Marbach-Ad, Gili – Journal of Science Education and Technology, 2022
This study explores the relationships between peer-to-peer interactions and (1) group formation among students, (2) choice of research, and (3) course performance in an online asynchronous ecology course at a research-intensive university. Peer-to-peer interactions have been known to enhance learning experience for students in a wide array of…
Descriptors: Correlation, Peer Relationship, Ecology, Online Courses
Ayesha Sadaf; Larisa Olesova; Hajeen Choi – Online Learning, 2024
This study investigated the dynamics of complex interactions within inquiry-based (IB) discussions by visualizing patterns using social network analysis. Researchers explored network measures when learners participated in inquiry-based discussions with Practical Inquiry Model (PIM) and non-PIM questions while playing the weekly moderator's role.…
Descriptors: Correlation, Social Networks, Network Analysis, Inquiry
Li, Yue; Krasny, Marianne E. – Journal of Environmental Education, 2021
Environmental educators exchange ideas in social networks, which may in turn impact their practices. This study uses social network analysis, surveys, correlation analysis and interviews to examine the relationship between network and practice change in three professional development programs. In the first program that used face-to-face…
Descriptors: Correlation, Educational Change, Educational Practices, Online Courses
Fincham, Ed; Gaševic, Dragan; Pardo, Abelardo – Journal of Learning Analytics, 2018
The widespread adoption of digital e-learning environments and other learning technology has provided researchers with ready access to large quantities of data. Much of this data comes from discussion forums and has been studied with analytical methods drawn from social network analysis. However, within this large body of research there exists…
Descriptors: Social Networks, Data Analysis, Academic Achievement, Correlation
Zhang, Jia-Hua; Zhang, Ye-Xing; Zou, Qin; Huang, Sen – Educational Technology & Society, 2018
The practice and application of education data mining and learning analytics has become the focus of educational researchers. However, it is still a difficult task to explore the law of group learning and the characteristics of individual learning. In this study, the online learning logs of 1,088 students from 22 classes were analyzed from the…
Descriptors: Data Collection, Data Analysis, Educational Research, Diaries
Satar, H. Muge; Akcan, Sumru – Language Learning & Technology, 2018
Participation in online communities is an increasing need for future language teachers and their professional development. Through such participation, they can experience and develop an awareness of the behaviors required to facilitate their future learners' participation in online learning. This article investigates participation, interaction…
Descriptors: Preservice Teachers, Language Teachers, English (Second Language), Second Language Instruction
Lin, Xiaofan; Hu, Xiaoyong; Hu, Qintai; Liu, Zhichun – British Journal of Educational Technology, 2016
Analysing the structure of a social network can help us understand the key factors influencing interaction and collaboration in a virtual learning community (VLC). Here, we describe the mechanisms used in social network analysis (SNA) to analyse the social network structure of a VLC for teachers and discuss the relationship between face-to-face…
Descriptors: Virtual Classrooms, Social Networks, Cooperation, Network Analysis
Chung, Kon Shing Kenneth; Paredes, Walter Christian – Educational Technology & Society, 2015
In this study, we develop a theoretical model to investigate the association between social network properties, "content richness" (CR) in academic learning discourse, and performance. CR is the extent to which one contributes content that is meaningful, insightful and constructive to aid learning and by social network properties we…
Descriptors: Social Networks, Online Courses, Educational Technology, Electronic Learning
Shea, Peter; Hayes, Suzanne; Smith, Sedef Uzuner; Vickers, Jason; Bidjerano, Temi; Gozza-Cohen, Mary; Jian, Shou-Bang; Pickett, Alexandra M.; Wilde, Jane; Tseng, Chi-Hua – International Review of Research in Open and Distance Learning, 2013
This paper presents an extension of an ongoing study of online learning framed within the community of inquiry (CoI) model (Garrison, Anderson, & Archer, 2001) in which we further examine a new construct labeled as "learning presence." We use learning presence to refer to the iterative processes of forethought and planning,…
Descriptors: Social Networks, Network Analysis, Content Analysis, Metacognition
Thormann, Joan; Gable, Samuel; Fidalgo, Patricia Seferlis; Blakeslee, George – International Review of Research in Open and Distance Learning, 2013
This study tried to ascertain a possible relationship between the number of student moderators (1, 2, and 3), online interactions, and critical thinking of K-12 educators enrolled in an online course that was taught from a constructivist approach. The course topic was use of technology in special education. Social network analysis (SNA) and…
Descriptors: Critical Thinking, Social Networks, Network Analysis, Online Courses
Lowes, Susan; Lin, Peiyi; Wang, Yan – Journal of Interactive Online Learning, 2007
As online professional development courses for teachers have grown, the discussion forum has become a locus of considerable research. This study analyzes the discussion forums in four different sessions of a short (4-week) online course for teachers from six schools in three states. This study also compares four methodologies, all of which have a…
Descriptors: Faculty Development, Online Courses, Program Effectiveness, Computer Mediated Communication