D. Shaffer

Most-cited papers

A Tutorial on Epistemic Network Analysis: Analyzing the Structure of Connections in Cognitive, Social, and Interaction Data
D. Shaffer, W. Collier, Andrew R. Ruis
2016Journal of Learning Analytics722 citations Open access
Semantic Scholar
Why Theory Matters More than Ever in the Age of Big Data
A. Wise, D. Shaffer
2015Journal of Learning Analytics236 citations Open access
Semantic Scholar
SENS: Network analytics to combine social and cognitive perspectives of collaborative learning
D. Gašević, S. Joksimovíc, Brendan R. Eagan, D. Shaffer
2019Computers in Human Behavior212 citations
Semantic Scholar
Epistemic Network Analysis: A Worked Example of Theory-Based Learning Analytics
D. Shaffer, A. Ruis
2017203 citations Open access
Semantic Scholar
When coding-and-counting is not enough: using epistemic network analysis (ENA) to analyze verbal data in CSCL research
Andras Csanadi, Brendan R. Eagan, I. Kollar, D. Shaffer +1 more
2018International Journal of Computer-Supported Collaborative Learning187 citations Open access
Semantic Scholar
In Search of Conversational Grain Size: Modeling Semantic Structure Using Moving Stanza Windows
Amanda Siebert-Evenstone, Golnaz Arastoopour Irgens, W. Collier, Z. Swiecki +2 more
2017International Conference of the Learning Sciences180 citations Open access
Semantic Scholar
Assessing individual contributions to Collaborative Problem Solving: A network analysis approach
Z. Swiecki, A. Ruis, Cayley Farrell, D. Shaffer
2020Computers in Human Behavior117 citations Open access
Semantic Scholar
Collaborative or Simply Uncaged? Understanding Human-Cobot Interactions in Automation
Joseph E. Michaelis, Amanda Siebert-Evenstone, D. Shaffer, Bilge Mutlu
2020International Conference on Human Factors in Computing Systems105 citations
Semantic Scholar
The Mathematical Foundations of Epistemic Network Analysis
Dale Bowman, Z. Swiecki, Zhiqiang Cai, Yeyu Wang +3 more
2020International Conference on Quantitative Ethnography81 citations
Semantic Scholar
Towards strengthening links between learning analytics and assessment: Challenges and potentials of a promising new bond
D. Gašević, Samuel Greiff, D. Shaffer
2022Computers in Human Behavior74 citations
Semantic Scholar
Stirring a Secret Sauce: A Literature Review on the Conditions and Effects of Authentic Learning
Valentina Nachtigall, D. Shaffer, N. Rummel
2022Educational Psychology Review71 citations Open access
Semantic Scholar
Challenges of Assessing Collaborative Problem Solving
A. Graesser, P. Foltz, Y. Rosen, D. Shaffer +1 more
201863 citations
Semantic Scholar
Look together: analyzing gaze coordination with epistemic network analysis
Sean Andrist, W. Collier, Michael Gleicher, Bilge Mutlu +1 more
2015Frontiers in Psychology60 citations Open access
Semantic Scholar
Analytics of self-regulated learning scaffolding: effects on learning processes
Tongguang Li, Yi-Zhou Fan, Yuanru Tan, Yeyu Wang +13 more
2023Frontiers in Psychology53 citations Open access
Semantic Scholar
Quantifying the Qualitative with Epistemic Network Analysis: A Human Factors Case Study of Task-Allocation Communication in a Primary Care Team
Abigail R. Wooldridge, P. Carayon, D. Shaffer, Brendan R. Eagan
2018IISE Transactions on Healthcare Systems Engineering52 citations Open access
Semantic Scholar
Dissecting learning tactics in MOOC using ordered network analysis
Yi-Zhou Fan, Yuanru Tan, Mladen Raković, Yeyu Wang +3 more
2022Journal of Computer Assisted Learning50 citations Open access
Semantic Scholar
Epistemic Network Analysis
D. Shaffer
201849 citations
Semantic Scholar
Using epistemic network analysis to identify targets for educational interventions in trauma team communication
Sarah Sullivan, Charles Warner-Hillard, Brendan R. Eagan, Ryan J. Thompson +5 more
2018Surgery48 citations Open access
Semantic Scholar
Technology and the New Professionalization of Teaching
D. Shaffer, Padraig Nash, A. Ruis
2015Teachers College Record39 citations
Semantic Scholar
A network analytic approach to gaze coordination during a collaborative task
Sean Andrist, A. Ruis, D. Shaffer
2018Computers in Human Behavior37 citations
Semantic Scholar
iSENS: an integrated approach to combining epistemic and social network analyses
Z. Swiecki, D. Shaffer
2020International Conference on Learning Analytics and Knowledge36 citations Open access
Semantic Scholar
The hands and head of a surgeon: Modeling operative competency with multimodal epistemic network analysis.
A. R. Ruis, A. Rosser, Cheyenne Quandt-Walle, Jay N. Nathwani +2 more
2017American Journal of Surgery36 citations Open access
Semantic Scholar
How We Code
D. Shaffer, A. Ruis
2020International Conference on Quantitative Ethnography35 citations
Semantic Scholar
nCoder+: A Semantic Tool for Improving Recall of nCoder Coding
Zhiqiang Cai, Amanda Siebert-Evenstone, Brendan R. Eagan, D. Shaffer +2 more
2019International Conference on Quantitative Ethnography35 citations
Semantic Scholar
Ordered Network Analysis
Yuanru Tan, A. Ruis, Cody Marquart, Zhiqiang Cai +2 more
2022International Conference on Quantitative Ethnography33 citations
Semantic Scholar
Finding Common Ground: A Method for Measuring Recent Temporal Context in Analyses of Complex, Collaborative Thinking
A. Ruis, Amanda Siebert-Evenstone, Rebecca Pozen, Brendan R. Eagan +1 more
2019International Conference on Computer Supported Collaborative Learning30 citations
Semantic Scholar
Can We Rely on IRR? Testing the Assumptions of Inter-Rater Reliability
Brendan R. Eagan, Bradley Rogers, R. Serlin, A. Ruis +2 more
2017International Conference on Computer Supported Collaborative Learning29 citations
Semantic Scholar
Stop talking and type: comparing virtual and face-to-face mentoring in an epistemic game
Elizabeth Bagley, D. Shaffer
2015Journal of Computer Assisted Learning24 citations
Semantic Scholar
Epistemic Network Analysis and Topic Modeling for Chat Data from Collaborative Learning Environment
Zhiqiang Cai, Brendan R. Eagan, Nia M. M. Dowell, J. Pennebaker +2 more
2017Educational Data Mining23 citations
Semantic Scholar
Testing the reliability of inter-rater reliability
Brendan R. Eagan, Jais Brohinsky, Jing-Yi Wang, D. Shaffer
2020International Conference on Learning Analytics and Knowledge21 citations Open access
Semantic Scholar
Understanding when students are active-in-thinking through modeling-in-context
Z. Swiecki, A. Ruis, D. Gautam, V. Rus +1 more
2019British Journal of Educational Technology21 citations
Semantic Scholar
Supporting teachers' intervention in students' virtual collaboration using a network based model
Tiffany Herder, Z. Swiecki, Simon Skov Fougt, A. Tamborg +3 more
2018International Conference on Learning Analytics and Knowledge21 citations Open access
Semantic Scholar
Evaluating how residents talk and what it means for surgical performance in the simulation lab.
Anne-Lise D. D'Angelo, A. Ruis, W. Collier, D. Shaffer +1 more
2020American Journal of Surgery19 citations
Semantic Scholar
Building Intelligent Conversational Tutors and Mentors for Team Collaborative Problem Solving: Guidance from the 2015 Program for International Student Assessment
A. Graesser, Nia M. M. Dowell, Andrew J. Hampton, A. Lippert +2 more
2018Research on Managing Groups and Teams19 citations
Semantic Scholar
Learning in an Urban and Regional Planning Practicum: The View from Educational Ethnography
Elizabeth Bagley, D. Shaffer
201519 citations
Semantic Scholar
Diagnostic Activities and Diagnostic Practices in Medical Education and Teacher Education: An Interdisciplinary Comparison
Elisabeth Bauer, F. Fischer, J. Kiesewetter, D. Shaffer +3 more
2020Frontiers in Psychology17 citations Open access
Semantic Scholar
Analysing Verbal Communication in Embodied Team Learning Using Multimodal Data and Ordered Network Analysis
Lin-Xuan Zhao, Yuanru Tan, D. Gašević, D. Shaffer +4 more
2023International Conference on Artificial Intelligence in Education15 citations Open access
Semantic Scholar
Team Cognition in Handoffs: Relating System Factors, Team Cognition Functions and Outcomes in Two Handoff Processes
Abigail R. Wooldridge, P. Carayon, Peter L. T. Hoonakker, Bat-Zion Hose +9 more
2022Hum. Factors15 citations Open access
Semantic Scholar
Assessment of collaborative problem solving.
A. Graesser, Zhiqiang Cai, Xiangen Hu, P. Foltz +4 more
201715 citations
Semantic Scholar
Quantifying the Qualitative: Exploring Epistemic Network Analysis as a Method to Study Work System Interactions
Dustin T. Weiler, A. J. Lingg, Brendan R. Eagan, D. Shaffer +1 more
2022Ergonomics14 citations Open access
Semantic Scholar
Professional Decision Making: Reframing Teachers' Work Using Epistemic Frame Theory
Michael Phillips, Amanda Siebert-Evenstone, Aaron M. Kessler, D. Gašević +1 more
2021International Conference on Quantitative Ethnography13 citations
Semantic Scholar
Gaining Insight by Transforming Between Temporal Representations of Human Interaction
K. Lund, M. Quignard, D. Shaffer
2017Journal of Learning Analytics12 citations Open access
Semantic Scholar
CoFrame: A System for Training Novice Cabot Programmers
Andrew Schoen, N. White, Curt Henrichs, Amanda Siebert-Evenstone +2 more
2022IEEE/ACM International Conference on Human-Robot Interaction11 citations
Semantic Scholar
Trajectories in Epistemic Network Analysis
Jais Brohinsky, Cody Marquart, Junting Wang, Andrew R. Ruis +1 more
2020International Conference on Quantitative Ethnography11 citations
Semantic Scholar
Cause and Because: Using Epistemic Network Analysis to Model Causality in the Next Generation Science Standards
Amanda Siebert-Evenstone, D. Shaffer
2019International Conference on Quantitative Ethnography11 citations
Semantic Scholar
Using Topic Modeling for Code Discovery in Large Scale Text Data
Zhiqiang Cai, Amanda Siebert-Evenstone, Brendan R. Eagan, D. Shaffer
2020International Conference on Quantitative Ethnography10 citations
Semantic Scholar
Local Versus Global Connection Making in Discourse
W. Collier, Andrew R. Ruis, D. Shaffer
2016International Conference of the Learning Sciences10 citations
Semantic Scholar
Incorporating Sentiment Analysis with Epistemic Network Analysis to Enhance Discourse Analysis of Twitter Data
K. Misiejuk, Jennifer Scianna, Rogers Kaliisa, Karl Vachuska +1 more
2020International Conference on Quantitative Ethnography9 citations
Semantic Scholar
Epistemic Network Analysis as a Tool for Engineering Design Assessment
Golnaz Arastoopour, N. Chesler, D. Shaffer, Z. Swiecki
20159 citations Open access
Semantic Scholar
Automating the Detection of Reflection-on-Action
Jenny Saucerman, Andrew R. Ruis, D. Shaffer
2017Journal of Learning Analytics8 citations Open access
Semantic Scholar