A systematic literature review of empirical research on epistemic network analysis in education
Over the past decade, epistemic network analysis (ENA) has emerged as a quantitative
ethnography tool for modeling discourse in different types of human behaviors. This article …
ethnography tool for modeling discourse in different types of human behaviors. This article …
Scoping the emerging field of quantitative ethnography: opportunities, challenges and future directions
Quantitative Ethnography (QE) is an emerging methodological approach that combines
ethnographic and statistical tools to analyze both Big Data and smaller data to study human …
ethnographic and statistical tools to analyze both Big Data and smaller data to study human …
Dissecting learning tactics in MOOC using ordered network analysis
Background Select and enact appropriate learning tactics that advance learning has been
considered a critical set of skills to successfully complete highly flexible online courses, such …
considered a critical set of skills to successfully complete highly flexible online courses, such …
[HTML][HTML] Unveiling joint attention dynamics: Examining multimodal engagement in an immersive collaborative astronomy simulation
Numerous computer-based collaborative learning environments have been developed to
support collaborative problem-solving. Yet, understanding the complexity and dynamic …
support collaborative problem-solving. Yet, understanding the complexity and dynamic …
[HTML][HTML] Four paradigms in learning analytics: Why paradigm convergence matters
Learning analytics has matured significantly since its early days. The field has rapidly grown
in terms of the reputation of its publication venues, established a vibrant community, and has …
in terms of the reputation of its publication venues, established a vibrant community, and has …
“We're looking good”: Social exchange and regulation temporality in collaborative design
Collaborative tasks do not always promote equal learning. Varying levels of social
interactions and regulation at the individual and group levels can influence knowledge …
interactions and regulation at the individual and group levels can influence knowledge …
Using epistemic networks to analyze self-regulated learning in an open-ended problem-solving environment
The micro-level analyses of how students' self-regulated learning (SRL) behaviors unfold
over time provides a valuable framework for understanding their learning processes as they …
over time provides a valuable framework for understanding their learning processes as they …
Is QE Just ENA?
DW Shaffer, AR Ruis - International Conference on Quantitative …, 2022 - Springer
In the emerging field of quantitative ethnography (QE), epistemic network analysis (ENA)
has featured prominently, to the point where multiple scholars in the QE community have …
has featured prominently, to the point where multiple scholars in the QE community have …
Decoding Player Behavior: Analyzing Reasons for Player Quitting Using Log Data from Puzzle Game Baba Is You
In this paper, we study the reasons for unsuccessful level completion in Baba is You, a
puzzle-based video game, using Epistemic Network Analysis (ENA). The study focuses on …
puzzle-based video game, using Epistemic Network Analysis (ENA). The study focuses on …
Investigating the Relationship Between Programming Experience and Debugging Behaviors in an Introductory Computer Science Course
Debugging is a challenging task for novice programmers in computer science courses and
calls for specific investigation and support. Although the debugging process has been …
calls for specific investigation and support. Although the debugging process has been …