-- 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.

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.