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Full Description
This two-volume set CCIS 2278-2279 constitutes the refereed proceedings of the 6th International Conference on Advances in Quantitative Ethnography, ICQE 2024, held in Philadelphia, PA, USA, during November 3-7, 2024.
The 31 full papers and 10 short papers included in this book were carefully reviewed and selected from 82 submissions. They are organized in the following topical sections: Theory and Methods; Teaching and Learning; and Cultural Discourse.
Contents
.- Theory and Methods.
.- Epistemic Association Rule Networks: Incorporating Association Rule Mining into the Quantitative Ethnography Toolbox.
.- OnDiscuss: An Epistemic Network Analysis Learning Analytics Visualization Tool for Evaluating Asynchronous Online Discussions.
.- Bayesian Graph Neural Networks Modeling for Naturally Arisen Leadership.
.- Perfect Sampling.
.- Computer-supported Code Discovery Utilizing Topic Modeling and Stepwise Coding.
.- Assessing the Potential and Limits of Large Language Models in Qualitative Coding.
.- Making Sense of the Model: Interpreting Epistemic Networks and their Projection Space.
.- Development of ENA 3D: A Tool for Epistemic Networks Analysis in Three-dimensional Space.
.- Shifting Paradigms: Trends in Quantitative Ethnography Research at ICQE.
.- Teaching and Learning.
.- Exploring students' changing conceptions about eLearning leadership.
.- Learning from Student Mistakes: Using Epistemic Network Analysis of Students' Knowledge of Fractions, Ratios and Percentages to Drive Middle School Instruction.
.- Text-Based VS Audio-Based: What differential effects do the two discussion formats have on scientific reasoning?.
.- Different Times, Different Measures: Monitoring Shifting Self-Regulation Strategies for Language Learning in Higher Education Across Face-to-Face, Online and Hybrid Instruction.
.- Investigating Learner Interest and Observation Patterns in a Minecraft Virtual Astronomy Environment.
.- Quantitative Ethnography Reveals Behavioral Elements Associated with Problem-Solving in Wild Chimpanzee Tool-Use.
.- "My Inquiry Question Is ...": How Novice Social Studies Educators in Mixed Video Groups Explore Their Teacher Role Identities.
.- Enhancing Student Interest and Motivation through Cultural Integration in an Online Global Science, Technology, Engineering and Mathematics Community.
.- Navigating Usability Challenges in Collaborative Learning with Augmented Reality.
.- Understanding the Impact of Observer Effects on Student Affect.
.- Ordered Network Analysis of Prompted Student Discourse in a Collaborative Learning Context.
.- Impact of Text Structures on Student Language in High- and Low-Quality Summaries.
.- Examining the contribution of adult mentor interactions in project-based adolescent peer group cohesion.
.- Exploring Teacher Positioning through Curriculum Materials: A Quantitative Ethnographic Study Comparing Two Educational Systems.
.- Como las mareas del océano: A Quantitative Ethnogra-phy of Caribbean Latino and Afro-Latino Identity and Education in El Norte de Philadelphia.
.- Building a Theory of Teacher Knowledge with ENA.
.- Strategies for Doctoral Students in Social Sciences and STEM Between China and U.S..
.-Examining Shifts in Elementary Teachers' Collective Connection Making Between Perspectives When Scoping Ill-Structured Engineering Design Problems.
.- The Influence of Different Measurement Approaches on Student Affect Transitions using Ordered Networks.
.- Conceptualizing and Understanding Mathematics Teaching Identity in Early-Career Elementary Teachers.
.- Model based Analysis to Explore the Patterns of Thinking in an Interactive Learning Environment for Problem-posing.
.- How we Code Code: Leveraging GPT and Ordered Networks for Understanding Introductory Programming Education.