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Research Articles

Using Mobile Dual Eye-Tracking to Capture Cycles of Collaboration and Cooperation in Co-located Dyads

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  • Abdu, R., & Schwarz, B. (2020). Split up, but stay together: Collaboration and cooperation in mathematical problem solving. Instructional Science, 48(3), 313–336. https://doi.org/10.1007/s11251-020-09512-7
  • Azevedo, R., & Gašević, D. (2019). Analyzing multimodal multichannel data about self-regulated learning with advanced learning technologies: Issues and challenges. Computers in Human Behavior, 96, 207–210. https://doi.org/10.1016/j.chb.2019.03.025
  • Bachour, K., Kaplan, F., & Dillenbourg, P. (2010). An interactive table for supporting participation balance in face-to-face collaborative learning. IEEE Transactions on Learning Technologies, 3(3), 203–213. https://doi.org/10.1109/TLT.2010.18
  • Baker, M., Hansen, T., Joiner, R., & Traum, D. (1999). The role of grounding in collaborative learning tasks. Collaborative Learning: Cognitive and Computational Approaches, 31, 63.
  • Berland, M., Baker, R. S., & Blikstein, P. (2014). Educational data mining and learning analytics: Applications to constructionist research. Technology, Knowledge and Learning, 19(1–2), 205–220. https://doi.org/10.1007/s10758-014-9223-7
  • Blikstein, P., & Worsley, M. (2016). Multimodal learning analytics and education data mining: Using computational technologies to measure complex learning tasks. Journal of Learning Analytics, 3(2), 220–238. https://doi.org/10.18608/jla.2016.32.11
  • Blumenfeld, P. C., Soloway, E., Marx, R. W., Krajcik, J. S., Guzdial, M., & Palincsar, A. (1991). Motivating project-based learning: Sustaining the doing, supporting the learning. Educational Psychologist, 26(3–4), 369–398. https://doi.org/10.1080/00461520.1991.9653139
  • Bonnard, Q., Lemaignan, S., Zufferey, G., Mazzei, A., Cuendet, S., Li, N., & Dillenbourg, P. (2013). Chilitags 2: Robust fiducial markers for augmented reality and robotics. Chili, Epfl.
  • Bradski, G., & Kaehler, A. (2000). OpenCV. Dr. Dobb’s Journal of Software Tools, 3, 120.
  • Brennan, K., & Resnick, M. (2012). New frameworks for studying and assessing the development of computational thinking. In Proceedings of the 2012 annual meeting of the American educational research association (Vol. 1, p. 25). Vancouver, Canada.
  • Buder, J. (2011). Group awareness tools for learning: Current and future directions. Computers in Human Behavior, 27(3), 1114–1117. 10.1016/j.chb.2010.07.012
  • Charmaz, K. (2006). Constructing grounded theory: A practical guide through qualitative analysis. Sage Publications.
  • Clark, H. H., & Brennan, S. E. (1991). Grounding in communication. In L. B. Resnick, J. M. Levine, & S. D. Teasley (Eds.), Perspectives on socially shared cognition (pp. 127–149). American Psychological Association.
  • Cuendet, S., Bumbacher, E., & Dillenbourg, P. (2012, October). Tangible vs. virtual representations: When tangibles benefit the training of spatial skills. In Proceedings of the 7th Nordic Conference on Human-Computer Interaction: Making Sense through Design (pp. 99–108).
  • D’Angelo, S., & Begel, A. (2017). Improving communication between pair programmers using shared gaze awareness. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (pp. 6245–6290). New York, NY: ACM.
  • D’Angelo, S., & Schneider, B. (2021). Shared gaze visualizations in collaborative interactions: Past, present and future. Interacting with Computers, 33(2), 115–133. https://doi.org/10.1093/iwcomp/iwab015
  • Dede, C. (2010). Comparing frameworks for 21st century skills. In 21st Century skills: Rethinking how students learn (Vol. 20, pp. 51–76).
  • Dillenbourg, P. (1999). What do you mean by collaborative learning? In P. Dillenbourg (Ed.), Collaborative-learning: Cognitive and computational approaches (pp. 1–19). Elsevier.
  • Dillenbourg, P., Järvelä, S., & Fischer, F. (2009). The evolution of research on computer-supported collaborative learning. In Technology-enhanced learning (pp. 3–19). Springer.
  • Gergle, D., & Clark, A. T. (2011). See what I’m saying?: Using dyadic mobile eye tracking to study collaborative reference. In Proceedings of the ACM 2011 Conference on Computer Supported Cooperative Work (pp. 435–444). ACM.
  • Glaser, B. G., & Strauss, A. L. (1967). The discovery of grounded theory: Strategies for qualitative research. Transaction.
  • Hadwin, A., & Oshige, M. (2011). Self-regulation, coregulation, and socially shared regulation: Exploring perspectives of social in self-regulated learning theory. Teachers College Record, 113(2), 240–264.
  • Hernández-Leo, D., Aseniso-Pérez, J. I., Dimitriadis, Y., Bote-Lorenzo, M. L., Jorrín-Abellán, I. M., & Villasclaras-Fernández, E. D. (2005). Reusing IMS-LD formalized best practices in collaborative learning structuring. Advanced Technology for Learning, 2(4), 223–232. https://doi.org/10.2316/Journal.208.2005.4.208-0865
  • Jermann, P., Mullins, D., Nüssli, M.-A., Dillenbourg, P. (2011). Collaborative gaze footprints: Correlates of interaction quality. In Connecting Computer-Supported Collaborative Learning to Policy and Practice: CSCL2011 Conference Proceedings., Volume I-Long Papers (pp. 184–191).
  • Jordan, B., & Henderson, A. (1995). Interaction analysis: Foundations and practice. Journal of the Learning Sciences, 4(1), 39–103. https://doi.org/10.1207/s15327809jls0401_2
  • Kaddoura, M. (2013). Think pair share: A teaching learning strategy to enhance students’ critical thinking. Educational Research Quarterly, 36(4), 3–24.
  • Kirschner, P., Sweller, J., & Clark, R. E. (2006). Why unguided learning does not work: An analysis of the failure of discovery learning, problem-based learning, experiential learning and inquiry-based learning. Educational Psychologist, 41(2), 75–86. https://doi.org/10.1207/s15326985ep4102_1
  • Maldonado, R. M., Kay, J., Yacef, K., Schwendimann, B. (2012). June). An interactive teacher’s dashboard for monitoring groups in a multi-tabletop learning environment. In International Conference on Intelligent Tutoring Systems (pp. 482–492). Springer.
  • Meier, A., Spada, H., & Rummel, N. (2007). A rating scheme for assessing the quality of computer-supported collaboration processes. International Journal of Computer-Supported Collaborative Learning, 2(1), 63–86. https://doi.org/10.1007/s11412-006-9005-x
  • Mills, A. J., Durepos, G., & Wiebe, E. (2010). Encyclopedia of case study research (Vols. 1-0). SAGE Publications, Inc. https://doi.org/10.4135/9781412957397
  • Miyake, N. (1986). Constructive interaction and the iiterative process of understanding. Cognitive Science, 10(2), 151–177. 10.1207/s15516709cog1002_2
  • Palincsar, A. S. (1998). Social constructivist perspectives on teaching and learning. Annual Review of Psychology, 49(1), 345–375. https://doi.org/10.1146/annurev.psych.49.1.345
  • Richardson, D. C., & Dale, R. (2005). Looking to understand: The coupling between speakers’ and listeners’ eye movements and its relationship to discourse comprehension. Cognitive Science, 29(6), 1045–1060. https://doi.org/10.1207/s15516709cog0000_29
  • Richardson, D. C., Dale, R., & Kirkham, N. Z. (2007). The art of conversation is coordination: Common ground and the coupling of eye movements during dialogue. Psychological Science, 18(5), 407–413. https://doi.org/10.1111/j.1467-9280.2007.01914.x
  • Roschelle, J., & Teasley, S. D. (1995). The construction of shared knowledge in collaborative problem solving. In Computer supported collaborative learning (pp. 69–97). Springer.
  • Rothman, K. J. (1990). No adjustments are needed for multiple comparisons. Epidemiology, 1(1), 43–46.
  • Scaife, M., & Bruner, J. S. (1975). The capacity for joint visual attention in the infant. Nature, 253(5489), 265–266. https://doi.org/10.1038/253265a0
  • Schneider, B. (2020). A methodology for capturing joint visual attention using mobile eye-trackers. Journal of Visualized Experiments, (155), e60670. https://doi.org/10.3791/60670
  • Schneider, B., & Pea, R. (2013). Real-time mutual gaze perception enhances collaborative learning and collaboration quality. International Journal of Computer-Supported Collaborative Learning, 8(4), 375–397. https://doi.org/10.1007/s11412-013-9181-4
  • Schneider, B., Sharma, K., Cuendet, S., Zufferey, G., Dillenbourg, P., & Pea, R. (2018). Leveraging mobile eye-trackers to capture joint visual attention in co-located collaborative learning groups. International Journal of Computer-Supported Collaborative Learning, 13(3), 241–261. https://doi.org/10.1007/s11412-018-9281-2
  • Shvarts, A., & Abrahamson, D. (2019). Dual-eye-tracking Vygotsky: A microgenetic account of a teaching/learning collaboration in an embodied-interaction technological tutorial for mathematics. Learning, Culture and Social Interaction, 22, 100316 10.1016/j.lcsi.2019.05.003
  • Sipitakiat, A., Blikstein, P., Cavallo, D. P. (2004). GoGo board: Augmenting programmable bricks for economically challenged audiences. In Proceedings of the 6th International Conference on Learning Sciences (pp. 481–488).
  • Siposova, B., & Carpenter, M. (2019). A new look at joint attention and common knowledge. Cognition, 189, 260–274. https://doi.org/10.1016/j.cognition.2019.03.019
  • Stahl, G. (2007). Meaning making in CSCL: Conditions and preconditions for cognitive processes by groups. In Proceedings of the 8th International Conference on Computer Supported Collaborative Learning (pp. 652–661).
  • Starr, E., Reilly, J., & Schneider, B. (2018). Toward using multi-modal learning analytics to support and measure collaboration in co-located dyads. In Proceedings of the 12th International Conference of the Learning Sciences – Volume 1 (pp. 448–455). International Society of the Learning Sciences.
  • Stewart, A. E., Keirn, Z. A., & D'Mello, S. K. (2018). Multimodal modeling of coordination and coregulation patterns in speech rate during triadic collaborative problem solving. In Proceedings of the 20th ACM International Conference on Multimodal Interaction (pp. 21–30). https://doi.org/10.1145/3242969.3242989
  • Tomasello, M., Carpenter, M., Call, J., Behne, T., & Moll, H. (2005). Understanding and sharing intentions: the origins of cultural cognition. The Behavioral and Brain Sciences, 28(5), 675 10.1017/S0140525X05000129 PMC: 16262930
  • Tomasello, M. (1995). Joint attention as social cognition. In C. Moore & P. J. Dunham (Eds.), Joint attention: Its origins and role in development (pp. 103–130).Lawrence Erlbaum Associates, Inc.
  • Tschan, F. (2002). Ideal cycles of communication (or cognitions) in triads, dyads, and individuals. Small Group Research, 33(6), 615–643. https://doi.org/10.1177/1046496402238618
  • Werner, H. (1937). Process and achievement—A basic problem of education and developmental psychology. Harvard Educational Review.
  • Weintrop, D., & Wilensky, U. (2015). Using commutative assessments to compare conceptual understanding in blocks-based and textbased programs. In Proceedings of the eleventh annual international conference on international computing education research (pp. 101–110).
  • Wise, A. F., & Shaffer, D. W. (2015). Why theory matters more than ever in the age of big data. Journal of Learning Analytics, 2(2), 5–13. https://doi.org/10.18608/jla.2015.22.2
  • Yu, C., & Smith, L. B. (2013). Joint attention without gaze following: Human infants and their parents coordinate visual attention to objects through eye-hand coordination. PLOS One, 8(11), e79659. https://doi.org/10.1371/journal.pone.0079659
  • Zumbach, J., Reimann, P., & Koch, S. C. (2006). Monitoring students’ collaboration in computer-mediated collaborative problem-solving: Applied feedback approaches. Journal of Educational Computing Research, 35(4), 399–424. https://doi.org/10.2190/2G3G-5M86-8474-76NV

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