Using mimicking gestures to improve observational learning from instructional videos

References

• Alibali, M. W., & Nathan, M. J. (2012). Embodiment in mathematics teaching and learning: Evidence from learners’ and teachers’ gestures. Journal of the Learning Sciences, 21, 247–286. doi:10.1080/10508406.2011.611446
   Web of Science ®Google Scholar
• Ayres, P., & Paas, F. (2007). Making instructional animations more effective: A cognitive load approach. Applied Cognitive Psychology, 21, 695–700. doi:10.1002/acp.1343
   Web of Science ®Google Scholar
• Ayres, P. (2018). Subjective measures of cognitive load: What can they reliably measure? In R. Z. Zheng (Ed.), Cognitive load measurement and application: A theoretical framework for meaningful research and practice (pp. 9–28). New York, NY, US: Routledge/Taylor & Francis Group.
   Google Scholar
• Ayres, P., Marcus, N., Chan, C., & Qian, N. (2009). Learning hand manipulative tasks: When instructional animations are superior to equivalent static representations. Computers in Human Behavior, 25, 348–353. doi:10.1016/j.chb.2008.12.013
   Web of Science ®Google Scholar
• Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs, NJ: Prentice-Hall.
   Google Scholar
• Barsalou, L. W. (1999). Perceptual symbol systems. Behavioral and Brain Sciences, 22, 577–660. doi:10.1017/S0140525X99002149
   PubMed Web of Science ®Google Scholar
• Barsalou, L. W. (2008). Grounded cognition. Annual Review of Psychology, 59(1), 617–645. doi:10.1146/annurev.psych.59.103006.093639
   PubMed Web of Science ®Google Scholar
• Brockmole, J. R., Davoli, C. C., Abrams, R. A., & Witt, J. K. (2013). The world within reach: Effects of hand posture and tool use. Current Directions in Psychological Science, 22(1), 38–44. doi:10.1177/0963721412465065
   Web of Science ®Google Scholar
• Brzinsky-Fay, C., & Kohler, U. (2010). New developments in sequence analysis. Sociological Methods and Research, 38, 359–364. doi:10.1177/0049124110363371
   Web of Science ®Google Scholar
• Castro-Alonso, J. C., Ayres, P., & Paas, F. (2014). Dynamic visualisations and motor skills. In W. Huang (Ed.), Handbook of human centric visualization (pp. 551–580). New York, NY: Springer.
   Google Scholar
• Castro-Alonso, J. C., Ayres, P., & Paas, F. (2015). The potential of embodied cognition to improve STEAM dynamic visualizations. In X. Ge, D. Ifenthaler, & J. M. Spector (Eds.), Full STEAM ahead: Emerging technologies for STEAM (pp. 113–136). New York, NY: Springer.
   Google Scholar
• Church, R. B., Ayman-Nolley, S., & Mahootian, S. (2004). The effects of gestural instruction on bilingual children. International Journal of Bilingual Education and Bilingualism, 7, 303–319. doi:10.1080/13670050408667815
   Google Scholar
• Cook, S. W., Mitchell, Z., & Goldin-Meadow, S. (2008). Gesture makes learning last. Cognition, 106, 1047–1058. doi:10.1016/j.cognition.2007.04.010
   PubMed Web of Science ®Google Scholar
• Darden, G. F. (1997). Demonstrating motor skills – rethinking that expert demonstration. Journal of Physical Education, Recreation and Dance, 68, 31–35. doi:10.1080/07303084.1997.10604962
   Google Scholar
• De Koning, B. B., & Tabbers, H. K. (2011). Facilitating understanding of non-human movements in dynamic visualizations: An embodied perspective. Educational Psychology Review, 23, 501–521. doi:10.1007/s10648-011-9173-8
   Web of Science ®Google Scholar
• Geary, D. C. (2008). An evolutionarily informed education science. Educational Psychologist, 43, 179–195. doi:10.1080/00461520802392133
   Web of Science ®Google Scholar
• Glenberg, A. M. (2008). Embodiment for education. In P. Calvo & A. Gomila (Eds.), Handbook of cognitive science: An embodied approach (pp. 355–372). Amsterdam, Netherlands: Elsevier.
   Google Scholar
• Godøy, R. I., Haga, E., & Jensenius, A. R. (2006). Playing “air instruments”: mimicry of sound producing gestures by novices and experts. In S. Gibet, N. Courty, and J-F Kamp (Eds.), Gesture in Human-Computer Interaction and Simulation (pp. 256–267). LNAI 3881. Berlin, Heidelberg, Germany: Springer.
   Google Scholar
• Goosekens, C., & Heeringa, W. (2004). Perceptive evaluation of Levenshtein dialect distance measurements using Norwegian dialect data. Language, Variation, and Change, 16, 189–207. doi:10.1017/S0954394504163023
   Google Scholar
• Groenendijk, T., Janssen, T., Rijlaarsdam, G., & van den Bergh, H. (2013). Learning to be creative. The effects of observational learning on students’ design products and processes. Learning and Instruction, 28, 35–47. doi:10.1016/j.learninstruc.2013.05.001
   Web of Science ®Google Scholar
• Haueisen, J., & Knösche, T. R. (2001). Involuntary motor activity in pianists evoked by music perception. Journal of Cognitive Neuroscience, 13(6), 786–792. doi:10.1162/08989290152541449
   PubMed Web of Science ®Google Scholar
• Higuchi, S., Holle, H., Roberts, N., Eickhoff, S. B., & Vogt, S. (2012). Imitation and observational learning of hand actions: Prefrontal involvement and connectivity. NeuroImage, 59, 1668–1683. doi:10.1016/j.neuroimage.2011.09.021
   PubMed Web of Science ®Google Scholar
• Hodges, N. J., & Williams, A. M. (2007). Current status of observational learning research and the role of demonstrations in sport. Journal of Sports Sciences, 25, 495–496. doi:10.1080/02640410600946753
   PubMed Web of Science ®Google Scholar
• Höffler, T. N., & Leutner, D. (2007). Instructional animation versus static pictures: A meta-analysis. Learning and Instruction, 17, 722–738. doi:10.1016/j.learninstruc.2007.09.013
   Web of Science ®Google Scholar
• Horn, R. R., Williams, A. M., Hayes, S. J., Hodges, N. J., & Scott, M. A. (2007). Demonstration as a rate enhancer to changes in coordination during early skill acquisition. Journal of Sports Sciences, 25, 599–614. doi:10.1080/02640410600947165
   PubMed Web of Science ®Google Scholar
• Hostetter, A. B. (2011). When do gestures communicate? A meta-analysis. Psychological Bulletin, 137, 297–315. doi:10.1037/a0022128
   PubMed Web of Science ®Google Scholar
• Hu, F., Ginns, P., & Bobis, J. (2015). Getting the point: Tracing worked examples enhances learning. Learning and Instruction, 35, 85–93. doi:10.1016/j.learninstruc.2014.10.002
   Web of Science ®Google Scholar
• Iacoboni, M., Woods, R. P., Brass, M., Bekkering, H., Mazziotta, J. C., & Rizzolatti, G. (1999). Cortical mechanisms of human imitation. Science, 286, 2526–2528. doi:10.1126/science.286.5449.2526
   PubMed Web of Science ®Google Scholar
• Kalyuga, S., Ayres, P., Chandler, P., & Sweller, J. (2003). The expertise reversal effect. Educational Psychologist, 38(1), 23–31. doi:10.1207/S15326985EP3801_4
   Web of Science ®Google Scholar
• Kalyuga, S., & Sweller, J. (2014). The redundancy principle in multimedia learning. In R. E. Mayer (Ed.), The Cambridge handbook of multimedia learning (2nd ed., pp. 247–262). New York, N.Y.: Cambridge University Press.
   Google Scholar
• Kang, S., Hallman, G. L., Son, L. K., & Black, J. B. (2013). The different benefits from different gestures in understanding a concept. Journal of Science Education and Technology, 22, 825–837. doi:10.1007/s10956-012-9433-5
   Web of Science ®Google Scholar
• Lajevardi, N., Narang, N., Marcus, N., & Ayres, P. (2017). Can mimicking gestures facilitate learning from instructional animations and static graphics? Computers and Education, 110, 64–76. doi:10.1016/j.compedu.2017.03.010
   Web of Science ®Google Scholar
• Leman, M. (2010). Music, gesture, and the embodied meaning. In R. I. Godøy, & M. Leman, (Eds.), Musical gestures: Sound, movement, and meaning (pp. 126–153). New York, N.Y.: Routledge.
   Google Scholar
• Leman, M., & Godøy, R. I. (2010). Why study musical gestures? In R. I. Godøy, & M. Leman. (Eds.), Musical gestures: Sound, movement, and meaning (pp. 3–11). New York, N.Y.: Routledge.
   Google Scholar
• Leppink, J., Paas, F., Van der Vleuten, C. P. M., Van Gog, T., & Van Merriënboer, J. J. G. (2013). Development of an instrument for measuring different types of cognitive load. Behavior Research Methods, 45, 1058–1072. doi:10.3758/s13428-013-0334-1
   PubMed Web of Science ®Google Scholar
• Liao, M. Y., & Davidson, J. W. (2007). The use of gesture techniques in children's singing. International Journal of Music Education, 25(1), 82–94. doi:10.1177/0255761407074894
   Web of Science ®Google Scholar
• Liao, M. Y. (2008). The effects of gesture use on young children’s pitch accuracy for singing tonal patterns. International Journal of Music Education, 26, 197–211. doi:10.1177/0255761408092525
   Web of Science ®Google Scholar
• Macken, L., & Ginns, P. (2014). Pointing and tracing gestures may enhance anatomy and physiology learning. Medical Teacher, 36, 596–601. doi:10.3109/0142159X.2014.899684
   PubMed Web of Science ®Google Scholar
• Marcus, N., Cleary, B., Wong, A., & Ayres, P. (2013). Should hand actions be observed when learning hand motor skills from instructional animations? Computers in Human Behavior, 29, 2172–2178. doi:10.1016/j.chb.2013.04.035
   Web of Science ®Google Scholar
• Meltzoff, A. N. (1995). Understanding the intentions of others: Re-enactment of intended acts by 18-month-old children. Developmental Psychology, 31, 838–850. doi:10.1037/0012-1649.31.5.838.
   PubMed Web of Science ®Google Scholar
• Neo, E. B., Low, J., Krishnan, R. G., & Hernandez-Barazza Yeow, C. (2013). Investigation of the motion mimicking ability in healthy subjects during simple and complex tasks. Proceedings of the 7th International Convention on Rehabilitation Engineering and Assistive Technology, Article 8, i-CREATe '13, August 29–31, Gyeonggi-do, South Korea.
   Google Scholar
• Novack, M. A., Congdon, E. L., Hemani-Lopez, N., & Goldin-Meadow, S. (2014). From action to abstraction: Using the hands to learn math. Psychological Science, 25, 903–910. doi:10.1177/0956797613518351
   PubMed Web of Science ®Google Scholar
• Orpen, K. S., & Huron, D. (1992). Measurement of similarity in music: A quantitative approach for nonparametric representations. Computers in Music Research, 4, 1–44.
   Google Scholar
• Paas, F. G. (1992). Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach. Journal of Educational Psychology, 84, 429–434. doi:10.1037/0022-0663.84.4.429
   Web of Science ®Google Scholar
• Paas, F., & Sweller, J. (2012). An evolutionary upgrade of cognitive load theory: using the human motor system and collaboration to support the learning of complex cognitive tasks. Educational Psychology Review, 24(1), 27–45. doi:10.1007/s10648-011-9179-2
   Web of Science ®Google Scholar
• Perry, M., Berch, D., & Singleton, J. L. (1995). Constructing shared understanding: The role of nonverbal input in learning contexts. Journal of Contemporary Legal Issues, 6, 213–236.
   Google Scholar
• Ping, R., & Goldin-Meadow, S. (2010). Gesturing saves cognitive resources when talking about non-present objects. Cognitive Science, 34, 602–619. doi:10.1111/j.1551-6709.2010.01102.x
   PubMed Web of Science ®Google Scholar
• Post, L., van Gog, T., Paas, F., & Zwaan, R. A. (2013). Effects of simultaneously observing and making gestures while studying grammar animations on cognitive load and learning. Computers in Human Behavior, 29, 1450–1455. doi:10.1016/j.chb.2013.01.005
   Web of Science ®Google Scholar
• Post, O., & Toussaint, G. (2011). The edit distance as a measure of perceived rhythmic similarity. Empirical Musicology Review, 6, 164–179. doi:10.18061/1811/52811
   Google Scholar
• Press, C. (2011). Action observation and robotic agents: learning and anthropomorphism. Neuroscience and Biobehavioral Reviews, 35, 1410–1418. doi:10.1016/j.neubiorev.2011.03.004
   PubMed Web of Science ®Google Scholar
• Ram, N., Riggs, S. M., Skaling, S., Landers, D. M., & McCullagh, P. (2007). A comparison of modelling and imagery in the acquisition and retention of motor skills. Journal of Sports Sciences, 25, 587–597. doi:10.1080/02640410600947132
   PubMed Web of Science ®Google Scholar
• Riseborough, M. G. (1981). Physiographic gestures as decoding facilitators: Three experiments exploring a neglected facet of communication. Journal of Nonverbal Behavior, 5, 172–183. doi:10.1007/BF00986134
   Web of Science ®Google Scholar
• Risko, E. F., & Gilbert, S. J. (2016). Cognitive offloading. Trends in Cognitive Sciences, 20, 676–688. doi:10.1016/j.tics.2016.07.002
   PubMed Web of Science ®Google Scholar
• Rizzolatti, G., & Craighero, L. (2004). The mirror-neuron system. Annual Review of Neuroscience, 27(1), 169–192. doi:10.1002/9780470478509.neubb001017
   PubMed Web of Science ®Google Scholar
• Simones, L., Schroeder, F., & Rodger, M. (2015). Categorizations of physical gesture in piano teaching: A preliminary enquiry. Psychology of Music, 43, 723–735. doi:10.1177/0305735613498918
   Web of Science ®Google Scholar
• Sweller, J., Ayres, P., & Kalyuga, S. (2011). Cognitive load theory. New York, NY: Springer.
   Google Scholar
• Sweller, J., Ayres, P., Kalyuga, S., & Chandler, P. (2003). The expertise reversal effect. Educational Psychologist, 38(1), 23–31. doi:10.1207/S15326985EP3801_4
   Web of Science ®Google Scholar
• Taylor, J. E. T., Witt, J. K., & Grimaldi, P. G. (2012). Uncovering the connection between artist and audience: viewing painted brushstrokes evokes corresponding action representations in the observer. Cognition, 125(1), 26–36. doi:10.1016/j.cognition.2012.06.012
   PubMed Web of Science ®Google Scholar
• Tversky, B., Morrison, J. B., & Betrancourt, M. (2002). Animation: Can it facilitate? International Journal of Human-Computer Studies, 57, 247–262. doi:10.1006/ijhc.2002.1017
   Web of Science ®Google Scholar
• Valenzeno, L., Alibali, M. W., & Klatzky, R. (2003). Teachers’ gestures facilitate students’ learning: A lesson in symmetry. Contemporary Educational Psychology, 28, 187–204. doi:10.1016/S0361-476X(02)00007-3
   Web of Science ®Google Scholar
• Van Gog, T., & Paas, F. (2008). Instructional efficiency: Revisiting the original construct in educational research. Educational Psychologist, 43(1), 16–26. doi:10.1080/00461520701756248
   Web of Science ®Google Scholar
• Van Gog, T., Paas, F., Marcus, N., Ayres, P., & Sweller, J. (2009). The mirror-neuron system and observational learning: Implications for the effectiveness of dynamic visualizations. Educational Psychology Review, 21(1), 21–30. doi:10.1007/s10648-008-9094-3
   Web of Science ®Google Scholar
• Van Meer, J. P., & Theunissen, N. C. M. (2009). Prospective educational applications of mental simulation: A meta-review. Educational Psychology Review, 21, 93–112. doi:10.1007/s10648-009-9097-8
   Web of Science ®Google Scholar
• Van Merriënboer, J. J. G., Kirschner, P. A., & Kester, L. (2003). Taking the load off a learner's mind: Instructional design for complex learning. Educational Psychologist, 38(1), 5–13. doi:10.1207/S15326985EP3801_2
   Web of Science ®Google Scholar
• Vogt, S., Buccino, G., Wohlschläger, A. M., Canessa, N., Shah, N. J., Zilles, K., … Fink, G. R. (2007). Prefrontal involvement in imitation learning of hand actions: Effects of practice and expertise. NeuroImage, 37, 1371–1383. doi:10.1016/j.neuroimage.2007.07.005
   PubMed Web of Science ®Google Scholar
• Wagner, R. A., & Fischer, M. J. (1974). The String-to-String Correction Problem. Journal of the Acm, 21(1), 168–173. doi:10.1145/321796.321811
   Web of Science ®Google Scholar
• Wilson, M. (2002). Six views of embodied cognition. Psychonomic Bulletin and Review, 9, 625–636. doi:10.3758/BF03196322
   PubMed Web of Science ®Google Scholar
• Wong, A., Marcus, N., & Sweller, J. (2011). Instructional animations: More complex to learn from than at first sight? In P. Campos, N. Graham, J. Jorge, N. Nunes, P. Palanque, & M. Winckler (Eds.), Lecture Notes in Computer Science: Vol. 6949. Proceedings of Human-Computer Interaction – INTERACT 2011 (pp. 552–555). Berlin, Germany: Springer.
   Google Scholar
• Wong, A., Marcus, N., Ayres, P., Smith, L., Cooper, G. A., Paas, F., & Sweller, J. (2009). Instructional animations can be superior to statics when learning human motor skills. Computers in Human Behavior, 25(2), 339. doi:10.1016/j.chb.2008.12.012
   Web of Science ®Google Scholar