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Wanli Xing; Hai Li; Taehyun Kim; Wangda Zhu; Yukyeong Song – Education and Information Technologies, 2025
Although researchers recognize the importance of discussing support for math learning within online learning communities, there is a lack of relevant network classifying methods and analyses at the group level to understand the behavioral differences between groups with varying levels of activity, including their mathematical literacies. In this…
Descriptors: Computer Mediated Communication, Asynchronous Communication, Group Discussion, Communities of Practice
Cara Jane Zimon – ProQuest LLC, 2024
The purpose of this Action Research study was to examine, understand, strengthen, and improve how virtual platforms can be used to support the challenges novice teachers face. This document will outline the study's objective for collecting data within the initial stages of this action research study. By fostering deeper relationships between…
Descriptors: Beginning Teachers, Computer Mediated Communication, Discussion Groups, Communities of Practice
Chelsea Daniels; Yoav Bergner; Collin Lynch; Tiffany Barnes – Grantee Submission, 2018
In the e-learning context, social network analysis (SNA) can be used to build understanding around the ways students participate and interact in online forums. This study contributes to the growing body of research that uses statistical methods to test hypotheses about structures in social networks. Specifically, we show how statistical analysis…
Descriptors: Hypothesis Testing, Social Networks, Network Analysis, MOOCs
Katia Ciampa; Zora Wolfe; Meagan Hensley – Technology, Pedagogy and Education, 2025
This study explores the role of artificial intelligence (AI) in K-12 student assessment practices, focusing on educators' use of AI tools. Through content analysis of active Facebook groups dedicated to AI in education, the authors examined how educators integrate AI into assessment across various grade levels and subjects. Using the Technology…
Descriptors: Artificial Intelligence, Computer Software, Technology Integration, Kindergarten
Skogsberg, Erik; Neal, Makena; McDaniels, Melissa; Shellgren, Madeline; Stewart, Patricia – To Improve the Academy, 2021
Many scholars recommend preparing faculty for educator roles. Faculty Learning Communities, The Scholarship of Teaching and Learning (SoTL), and teaching centers represent common preparatory approaches. But faculty and teaching assistants report time, disciplinary disconnects, and lack of incentives as ongoing barriers. Inspired by K-12's…
Descriptors: Communities of Practice, Faculty Development, Teaching Assistants, College Faculty
Ambrose, G. Alex; Chen, Helen L. – Theory Into Practice, 2015
This article examines how students can use the ePortfolio tool and platform to facilitate and foster increased opportunities for interactions with formal academic advisors and informal mentors. The learning documented within an ePortfolio can be especially useful as a resource for advisors and mentors who are looking not only to connect with their…
Descriptors: Electronic Publishing, Portfolios (Background Materials), Interaction, Mentors
Wang, Qi; Zhang, Ning; Ma, Wulin – SAGE Open, 2023
This paper is designed to explore the current status of Chinese EFL teachers' use of digital resources in doing research and its influential factors. It classifies digital resources into six types aligned to the research process and uses the revised TAM to find out and explain its influential factors. A total of 180 teachers were investigated via…
Descriptors: English (Second Language), Second Language Learning, Second Language Instruction, Language Teachers
Karimi, Hamid; Derr, Tyler; Huang, Jiangtao; Tang, Jiliang – International Educational Data Mining Society, 2020
Online learning has attracted a large number of participants and is increasingly becoming very popular. However, the completion rates for online learning are notoriously low. Further, unlike traditional education systems, teachers, if any, are unable to comprehensively evaluate the learning gain of each student through the online learning…
Descriptors: Online Courses, Academic Achievement, Prediction, Teaching Methods
Wright, Fiona; White, David; Hirst, Tony; Cann, Alan – Learning, Media and Technology, 2014
The Visitors and Residents model of internet use suggests a continuum of modes of engagement with the online world, ranging from tool use to social spaces. In this paper, we examine evidence derived from a large cohort of students to assess whether this idea can be validated by experimental evidence. We find statistically significant differences…
Descriptors: Internet, Student Attitudes, Social Networks, Models
White, Peta; Raphael, Jo; Hannigan, Shelley; Clark, John Cripps – Australian Journal of Teacher Education, 2020
Collaboration is a key component of our practice as teachers and teacher educators and there is a need to develop generative models for collaboration among teacher educators. We have created and tested a model of collaboration. Data were drawn from: recordings of monthly group meetings; discussion threads and documents on our leaning management…
Descriptors: Teacher Collaboration, Teacher Educators, Models, Meetings
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
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
Cai, Zhiqiang; Eagan, Brendan; Dowell, Nia M.; Pennebaker, James W.; Shaffer, David W.; Graesser, Arthur C. – International Educational Data Mining Society, 2017
This study investigates a possible way to analyze chat data from collaborative learning environments using epistemic network analysis and topic modeling. A 300-topic general topic model built from TASA (Touchstone Applied Science Associates) corpus was used in this study. 300 topic scores for each of the 15,670 utterances in our chat data were…
Descriptors: Epistemology, Network Analysis, Cooperative Learning, Computer Software
Scanlan, Martin; Zisselsberger, Margarita – Journal of Education for Students Placed at Risk, 2015
Culturally and linguistically diverse (CLD) students comprise the most rapidly expanding, and among the most educationally marginalized, group in the United States. CLD students' opportunities to learn are often diminished through service delivery models that are deficit-oriented, viewing linguistic diversity as a challenge to overcome, not a…
Descriptors: Communities of Practice, Partnerships in Education, Student Diversity, Minority Group Students
Arndt, Katrina; Parker, Amy – American Annals of the Deaf, 2016
Findings are presented from a descriptive qualitative study of 10 adults who were deafblind who were interviewed about their social lives. Additional data were collected from a discussion board and e-mails from the study participants. Three findings emerged from the data: (a) Navigating adaptations was a significant part of socialization. (b) Gaps…
Descriptors: Adults, Attitudes, Deaf Blind, Social Networks