[PDF][PDF] Epistemic network analysis and ordered network analysis in learning analytics
This chapter provides a tutorial on conducting epistemic network analysis (ENA) and
ordered network analysis (ONA) using R. We introduce these two techniques together …
ordered network analysis (ONA) using R. We introduce these two techniques together …
Cracking the code of learning gains: Using Ordered Network Analysis to Understand the Influence of Prior Knowledge
AF Zambrano, A Barany, J Ocumpaugh… - International Conference …, 2023 - Springer
Prior research has shown that digital games can enhance STEM education by providing
learners with immersive and authentic scientific experiences. However, optimizing the …
learners with immersive and authentic scientific experiences. However, optimizing the …
Transmodal Analysis
Learning is a multimodal process, and learning analytics (LA) researchers can readily
access rich learning process data from multiple modalities, including audio-video recordings …
access rich learning process data from multiple modalities, including audio-video recordings …
Analysing Verbal Communication in Embodied Team Learning Using Multimodal Data and Ordered Network Analysis
In embodied team learning activities, students are expected to learn to collaborate with
others while freely moving in a physical learning space to complete a shared goal. Students …
others while freely moving in a physical learning space to complete a shared goal. Students …
Approaches to Code Selection for Epistemic Networks
When employing unified, quantitative-qualitative methods such as Epistemic Network
Analysis (ENA), the relative frequency of codes and their co-occurrence is of interest …
Analysis (ENA), the relative frequency of codes and their co-occurrence is of interest …
Examining Student Conceptualizations of Intersectional Identities Across Global Contexts via Epistemic Network Analysis (ENA)
VR Mallikaarjun, U Mahmud, SM Ravitch - International Conference on …, 2023 - Springer
Intersectional identity theory, also known as intersectionality, asserts that an individual's
unique combination of identities both mediates and is mediated by their sociocultural …
unique combination of identities both mediates and is mediated by their sociocultural …
How Do Secondary Students Engage in Complex Problem-Solving Processes in a STEM Project?.
STEM education emphasizes improving student learning by linking abstract knowledge with
real-world problems and engaging students in authentic projects to solve real-world …
real-world problems and engaging students in authentic projects to solve real-world …
Revealing Networks: Understanding Effective Teacher Practices in AI-Supported Classrooms using Transmodal Ordered Network Analysis
Learning analytics research increasingly studies classroom learning with AI-based systems
through rich contextual data from outside these systems, especially student-teacher …
through rich contextual data from outside these systems, especially student-teacher …
An Examination of Student Loan Borrowers' Attitudes Toward Debt Before and During COVID-19
D Bright, A Barany - International Conference on Quantitative Ethnography, 2022 - Springer
Research has robustly documented the long-term life impacts of student loan debt on
borrowers while in college and post-graduation. During the pandemic, repayment policies …
borrowers while in college and post-graduation. During the pandemic, repayment policies …
Cracking the Code of Learning Gains: Using Ordered Network Analysis to Understand the Influence of Prior Knowledge
Prior research has shown that digital games can enhance STEM education by providing
learners with immersive and authentic scientific experiences. However, optimizing the …
learners with immersive and authentic scientific experiences. However, optimizing the …