Issue 5/2025 Applications of Epistemic Network Analysis in STEM Education Research
Content (20 Articles)
Finding the Connections: A Scoping Review of Epistemic Network Analysis in Science Education
- Open Access
Joshua W. Reid, Jennifer Parrish, Shifath Bin Syed, Brock Couch
Cultivating STEM Competence: Teacher Modeling of Science and Engineering Practices in Middle Schools
- Open Access
Virginia E. Clark, Katherine Mulholland, Devan A. Jones, Stephanie M. Madison, Jeff C. Marshall
Using Epistemic Analysis to Explore Black Girls’ Creativity as They Learn to Code
Monique Woodard, Aroutis N. Foster
Combining Natural Language Processing with Epistemic Network Analysis to Investigate Student Knowledge Integration within an AI Dialog
- Open Access
Weiying Li, Hsin-Yi Chang, Allison Bradford, Libby Gerard, Marcia C. Linn
A Multi-Method Approach for Exploring Programming Trajectories Through Log Data: Insights from Data Visualization Tasks
Cassia Fernandez, Paulo Blikstein, Roseli de Deus Lopes
Bridging Data and Art: Investigating Data-Art Connections in a Data-Art Inquiry Program
- Open Access
Yilang Zhao, Joy Bertling, Lynn Hodge, Elizabeth Dyer
Characterizing Integrated Learning of Disciplinary Core Ideas and Science Practices in a Computational Thinking (CT)–Integrated Biology Curriculum
Sugat Dabholkar, Golnaz Arastoopour Irgens, Uri Wilensky
Characterizing Natural Selection Contextual Transfer with Epistemic Network Analysis: A Case for Unplugged Computational Thinking
Amanda Peel, Golnaz Arastoopour Irgens
Leveraging Epistemic Network Analysis to Understand Peer Feedback in Online Courses
Reagan R. Siggard, Lisa Lundgren
Modeling Group Discourse with Epistemic Network Analysis: Unpacking Connections, Perspectives, and Individual Contributions
- Open Access
Shai Goldfarb Cohen, Johnatan Verissimo Yanai, Gideon Dishon
Anatomy and Physiology Beyond “This Is Interesting:” Assessing Transformative Experiences Through Epistemic Network Analysis
Emily A. Royse, Kevin J. Pugh, Dylan P. J. Kriescher, Emily A. Holt
Beyond Frequency: Using Epistemic Network Analysis and Multimodal Traces to Understand Temporal Dynamics of Self-Regulated Learning
- Open Access
Hanall Sung, Matthew L. Bernacki, Jeffrey A. Greene, Linyu Yu, Robert D. Plumley
When Tutors Simultaneously Instruct Students from the Primary, Middle, and High School Levels in Online One-on-One Tutoring: Investigating the Interaction Dynamics Using AI, ENA, and LSA Methods
Deliang Wang, Lei Gao, Dapeng Shan, Gaowei Chen, Chenwei Zhang, Ben Kao
Exploring Effective Tutoring Strategies in Asynchronous Online Mathematical Discussions: Insights from Ordered Network Analysis
Yukyeong Song, Chenglu Li, Yingbo Ma, Bailing Lyu, Wangda Zhu, Hai Li, Wanli Xing
Unlocking Gameplay Insights with Epistemic (Ordered) Network Analysis: Understanding the Potential of Video Games to Foster Authentic Scientific Practices in STEM Education
- Open Access
Andres Felipe Zambrano, Amanda Barany, Jaclyn Ocumpaugh, Nidhi Nasiar, Jessica Vandenberg, Alex Goslen, Jordan Esiason, Jonathan Rowe, Stephen Hutt
University Students’ Knowledge Creation Practices in Face-to-Face and Hybrid Blended Learning: Development of Epistemic Views and Perceptions of the Community of Inquiry
- Open Access
Jun Oshima, Ritsuko Oshima, Toru Kayagi
An Integrative Review with Word Cloud Analysis of Computer-Supported Collaborative Learning
Hui-Chun Chu, Gwo-Jen Hwang, Ching-Yi Chang
An Integrative Review with Word Cloud Analysis of Digital Escape Rooms in Nursing Education
Gwo-Jen Hwang, Chia-Jung Li, Ching-Yi Chang