Abstract
As information and communication technology continues to evolve, body sensory technologies, like the Microsoft Kinect, provide learning designers new approaches to facilitating learning in an innovative way. With the advent of body sensory technology like the Kinect, it is important to use motor activities for learning in good and effective ways. In this article, we aim to examine both empirical illustrations and theoretical underpinnings for the gesture-based or motor-based learning enabled by the body sensory technology. We review and distill salient concepts and ideas from the existing theoretical and empirical literature related to body-movement- and gesture-based learning, and propose a motorpsycho learning approach. In our discussion, the word/affix motor is synonym to gestures and body movements, and psycho is synonym to cognitive activities. We explore the important role that motors play in psychological activities, especially in cognitive learning. We argue that motors can facilitate psychological activities in learning by enhancing information processing, encoding, representing, and communicating. We also call for more empirical studies on technology-enhanced and gesture-based learning to design, practice, and examine the motorpsycho learning approach.
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Alibali, M. W., & DiRusso, A. A. (1999). The function of gesture in learning to count: More than keeping track. Cognitive Development, 14(1), 37–56.
Alibali, M. W., & Nathan, M. J. (2012). Embodiment in mathematics teaching and learning: Evidence from learners’ and teachers’ gestures. Journal of Learning Science, 21(2), 247–286.
Allen, L. Q. (1995). The effects of emblematic gestures on the development and access of mental representations of French expressions. The Modern Language Journal, 79(4), 521–529.
Amorim, M.-A., Isableu, B., & Jarraya, M. (2006). Embodied spatial transformations: “body analogy” for the mental rotation of objects. Journal of Experimental Psychology: General, 135(3), 327–347.
Anderson, M. L. (2003). Embodied cognition: A field guide. Artificial Intelligence, 149(1), 91–130.
Arzarello, F., Paola, D., Robutti, O., & Sabena, C. (2009). Gestures as semiotic resources in the mathematics classroom. Educational Studies in Mathematics, 70(2), 97–109.
Atkinson, R. C., & Shiffrin, R. M. (1968). Human memory: A proposed system and its control processes. In K. W. Spence & J. T. Spence (Eds.), The psychology of learning and motivation (Vol. Two, pp. 89–195). New York: Academic Press.
Aymerich-Franch, L. (2010). Presence and emotions in playing a group game in a virtual environment: The influence of body participation. Cyberpsychology, behavior, and networking, 13(6), 649–654.
Baddeley, A. D., & Hitch, G. (1974). Working memory. In G. H. Bower (Ed.), The psychology of learning and motivation: Advances in research and theory (Vol. Eight, pp. 47–89). New York: Academic Press.
Barsalou, L. W. (2008). Grounded cognition. Annual Review of Psychology, 59, 617–645.
Barsalou, L. W. (2010). Grounded cognition: past, present, and future. Topics in Cognitive Science, 2(4), 716–724.
Barsalou, L. W., Niedenthal, P. M., Barbey, A., & Ruppert, J. (2003). Social embodiment. In B. Ross (Ed.), The psychology of learning and motivation (Vol. 43, pp. 43–92). San Diego: Academic.
Bautista, A., Roth, W. M., & Thom, J. S. (2011). Knowing, insightful learning, and the integrity of kinetic movement. Interchange, 42(4), 363–388.
Bavelas, J. B., Chovil, N., Coates, L., & Roe, L. (1995). Gestures specialized for dialogue. Personality and Social Psychology Bulletin, 21, 394–405.
Birchfield, D., & Johnson-Glenberg, M. (2010). A next gen interface for embodied learning: SMALLab and the geological layer cake. International Journal of Gaming and Computer-Mediated Simulations, 2(1), 49–58.
Bloom, B. S. (1956). Taxonomy of Educational Objectives, Handbook I: The Cognitive Domain. New York: David McKay Co., Inc.
Bloom, B. S. (1994). Reflections on the development and use of the taxonomy. In L. W. Anderson & L. A. Sosniak (Eds.), Bloom’s Taxonomy: A Forty-Year Retrospective (pp. 1–8). Chicago: National Society for the Study of Education.
Borghi, A. M., & Cimatti, F. (2010). Embodied cognition and beyond: Acting and sensing the body. Neuropsychologia, 48(3), 763–773.
Broaders, S., Cook, S. W., Mitchell, Z., & Goldin-Meadow, S. (2007). Making children gesture brings out implicit knowledge and leads to learning. Journal of Experimental Psychology: General, 136(4), 539–550.
Chambers, R. (2011). Using Innovation as well as the Kinect in Education. http://raychambers.wordpress.com/.
Chang, Y. J., Chen, S. F., & Huang, J. D. (2011). A Kinect-based system for physical rehabilitation: A pilot study for young adults with motor disabilities. Research in Developmental Disabilities, 32, 2566–2570.
Chang, C. Y., Chien, Y. T., Chiang, C. Y., Lin, M. C., & Lai, H. C. (2013). Embodying gesture-based multimedia to improve learning. British Journal of Educational Technology, 44(1), 5–9.
Chui, K. (2011). Conceptual metaphors in gesture. Cognitive Linguistics, 22(3), 437–458.
Church, R. B., & Goldin-Meadow, S. (1986). Using the relationship between gesture and speech to capture transitions in learning. Cognition, 2(3), 43–71.
Cook, S. W., & Goldin-Meadow, S. (2006). The role of gesture in learning: Do children use their hands to change their minds? Journal of Cognition and Development, 7(2), 211–232.
Cook, S. W., Yip, T. K., & Goldin-Meadow, S. (2010). Gesturing makes memories that last. Journal of Memory and Language, 63(4), 465–475.
Crowder, E. M., & Newman, D. (1993). Telling what they know: The role of gestures and language in children’s science explanations. Pragmatics & Cognition, 1, 341–376.
Davis, J. I., & Markman, A. B. (2012). Embodied cognition as a practical paradigm: Introduction to the topic, he future of embodied cognition. Topics in Cognitive Science, 4(4), 685–691.
Dede, C. (2009). Immersive interfaces for engagement and learning. Science, 323(5910), 66–69.
DePaulo, B. M. (1992). Nonverbal behavior and self-presentation. Psychological Review, 111, 203–243.
Donald, M. (1991). Origins of the modern mind: Three stages in the evolution of culture and cognition. Cambridge, MA: Harvard University Press.
Driscoll, M. P. (2005). Psychology of Learning for Instruction (3rd ed.). New York: Allyn & Bacon.
Edwards, L. D. (2009). Gestures and conceptual integration in mathematical talk. Educational Studies in Mathematics, 70(2), 127–141.
Ezequiel, M., & Robert, M. K. (2004). The role of gestures in spatial working memory and speech. The American Journal of Psychology, 117(3), 411–424.
Feyereisen, P. (1987). Gestures and speech, interactions and separations: A reply to McNeill (1985). Psychological Review, 94, 493–498.
Glenberg, A. M., & Kaschak, M. P. (2002). Grounding language in action. Psychonomic Bulletin & Review, 9(3), 558–565.
Goldin-Meadow, S., & Alibali, M. W. (2013). Gesture’s role in speaking, learning, and creating language. Annual Review of Psychology, 64, 257–283.
Goldin-Meadow, S., & Wagner, S. M. (2005). How our hands help us learn. TRENDS in Cognitive Sciences, 9(5), 234–241.
Goldin-Meadow, S., Alibali, M. W., & Church, R. B. (1993). Transitions in concept acquisition: Using the hand to read the mind. Psychological Review, 100(2), 279–297.
Goldin-Meadow, S., Cook, S. W., & Mitchell, Z. A. (2009). Gesturing gives children new ideas about math. Psychological Science, 20, 267–272.
Gullberg, M. (2006). Some reasons for studying gesture and second language acquisition (Hommage à Adam Kendon). IRAL-International Review of Applied Linguistics in Language Teaching, 44(2), 103–124.
Hachman, M. (2010). Microsoft’s ‘avatar’ project builds on ‘Kinect’. PC Magazine Online. http://www.pcmag.com/article2/0,2817,2367163,00.asp.
Harel, I. E., & Papert, S. E. (1991). Constructionism. New york: Ablex Publishing.
Heeter, C. (1992). Being there: The subjective experience of presence. Presence, 1, 262–271.
Held, R., Gupta, A., Curless, B., & Agrawala, M. (2012). 3D puppetry: A kinect-based interface for 3D animation. In R. Miller, H. Benko & C. Latulipe (eds.),UIST(pp. 423–434). New york: ACM.
Hostetter, A. B. (2011). When do gestures communicate? A meta-analysis. Psychological Bulletin, 137(2), 297–315.
Hsiao, K. F., & Rashvand, H. F. (2011). Integrating body language movements in augmented reality learning environment. Human-centric Computing and Information Sciences, 1(1), 1–10.
Johnson-Glenberg, M. (2012). GEARS. Retrieved from http://egl.lsi.asu.edu/gear.html.
Joo, Y. J., Joung, S., & Kim, E. K. (2013). Structural relationships among e-learners’ sense of presence, usage, flow, satisfaction, and persistence. Educational Technology & Society, 16(2), 310–324.
Jumpido (Version 1) [Software]. (2013). Sofia, Bulgaria: Nimero Ltd. http://www.jumpido.com/en/education/kinect/school/download.
Kelly, S. D., Özyürek, A., & Maris, E. (2010). Two sides of the same coin: Speech and gesture mutually interact to enhance comprehension. Psychological Science, 21, 260–267.
Kendon, A. (1980). Gesticulation and speech: Two aspects of the process of utterance. In M. R. Key (Ed.), The relationship of verbal and nonverbal communication (pp. 207–227). The Hague: Mouton Publishers.
Kissko, J. (2011). Welcome! What is KinectEDucation? http://www.kinecteducation.com/blog/kinect-in-education/.
Kita, S., & Davies, T. S. (2009). Competing conceptual representations trigger co-speech representational gestures. Language & Cognitive Processes, 24, 761–775.
Kita, S., Furman, R., Brown, A., Ishizuka, T., Allen, S., & Özyürek, A. (2007). Relations between syntactic encoding and co-speech gestures: Implications for a model of speech and gesture production. Journal of Language and Cognitive Processes, 22(8), 1212–1236.
Lee, W., Huang, C., Wu, C., Huang, S., & Chen, G. (2012). The effects of using embodied interactions to improve learning performance. 2012 IEEE 12th International Conference on Advanced Learning Technologies (ICALT), July 4–6 2012, (pp.557–559).
Leeds, J. (2007). Attention and motor skill learning. International Journal of Sports Science and Coaching, 2(3), 329–334.
Leite, L., & Orvalho, V. (2011). Anim-actor: Understanding interaction with digital puppetry using low-cost motion capture. In Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology (pp. 65). ACM.
Luft, A. R., & Buitrago, M. M. (2005). Stages of motor skill learning. Molecular Neurobiology, 32(3), 205–216.
Macedonia, M., & Knosche, T. R. (2011). Body in mind: How gestures empower foreign language learning. Mind, Brain, and Education, 5(4), 196–211.
Mayer, R. E., & DaPra, C. S. (2012). An embodiment effect in computer-based learning with animated pedagogical agents. Journal of Experimental Psychology: Applied, 18(3), 239–252.
McNeill, D. (1992). Hand and Mind: What Gestures Reveal about Thought. Chicago, IL: University of Chicago Press.
Mizelle, J. C., & Wheaton, L. A. (2010). The neuroscience of storing and molding tool action concepts: How “plastic” is grounded cognition? Frontiers in psychology, 1, 1–9.
Niedenthal, P. M., Barsalou, L. W., Winkielman, P., Krauth-Gruber, S., & Ric, F. (2005). Embodiment in attitudes, social perception, and emotion. Personality and Social Psychology Review, 9(3), 184–211.
Ozcelik, E., & Sengul, G. (2012). Gesture-based interaction for learning: Time to make the dream a reality. British Journal of Educational Technology, 43(3), 86–89.
Ping, R., & Goldin-Meadow, S. (2010). Gesturing saves cognitive resources when talking about nonpresent objects. Cognitive Science, 34, 602–619.
Qiang, W., & Ke, F. (2013, June). Using virtual world Lego to develop fraction understanding. Poster presentation at the Games+Learning+Society Conference 2013, the Games+Learning+Society Group, Madison, Wisconsin.
Recuay, E. F. M. (2011). A gaming platform for enhance physical and cognitive activity training in older adults (master’s thesis). Wake Forest University, Winston-Salem, NC.
Reynolds, F. J., & Reeve, R. A. (2002). Gesture in collaborative mathematics problem-solving. Journal of Mathematical Behavior, 20, 447–460.
Richey, R. C. (1986). The Theoretical and Conceptual Bases of Instructional Design. New York: Kogan Page Ltd.
Riseborough, M. G. (1982). Meaning in movement: An investigation into the interrelationship of physiographic gestures and speech in seven-year-olds. British Journal of Psychology, 73, 497–503.
Riva, G. (2009). Is presence a technology issue? Some insights from cognitive sciences. Virtual Reality, 13(3), 159–169.
Rizzolatti, G., & Luppino, G. (2001). The cortical motor system. Neuron, 31, 889–901.
Robbins, P., & Aydele, M. (Eds.). (2009). The Cambridge handbook of situated cognition. New York: Cambridge University Press.
Roth, W. M. (1996). Thinking with hands, eyes, and signs: Multimodal science talk in a grade 6/7 unit on simple machines. Interactive Learning Environments, 4, 170–187.
Roth, W. M. (2001). Gestures: Their role in teaching and learning. Review of Educational Research, 71(3), 365–392.
Rumme, P., Saito, H., Ito, H., Oi, M., & Lepe, A. (2008). Gestures as effective teaching tools: Are students getting the point? – A study in pointing gesture in the English as a second language classroom. International Journal of Psychology, 43(3), 604–609.
Sauter, M., Uttal, D., Alman, A. S., Goldin-Meadow, S., & Levine, S. C. (2012). Learning what children know about space from looking at their hands: The added value of gesture in spatial communication. Journal of Experimental Child Psychology, 111(4), 587–606.
Schloerb, D. W. (1995). A quantitative measure of telepresence. Presence, 4, 64–80.
Schuemie, M. J., Van Der Straaten, P., Krijn, M., & Van Der Mast, C. A. (2001). Research on presence in virtual reality: A survey. CyberPsychology & Behavior, 4(2), 183–201.
Shapiro, L. A. (2011). Embodied cognition. London: Routledge.
Shoval, E. (2011). Using mindful movement in cooperative learning while learning about angles. Instructional Science, 39(4), 453–466.
Simpson, E. J. (1972). The Classification of Educational Objectives in the Psychomotor Domain. Washington, DC: Gryphon House.
Slater, M., Steed, A., McCarthy, J., & Maringelli, F. (1998). The influence of body movement on subjective presence in virtual environments. Human factors: The Journal of the Human Factors and Ergonomics Society, 40(3), 469–477.
So, W. C., Chen-Hui, C. S., & Wei-Shan, J. L. (2012). Mnemonic effect of iconic gesture and beat gesture in adults and children: Is meaning in gesture important for memory recall? Language and Cognitive Processes, 27(5), 665–681.
Stahl, G., Koschmann, T., & Suthers, D. (2006). Computer-supported collaborative learning: An historical perspective. In R. K. Sawyer (Ed.), Cambridge Handbook of the Learning Sciences (pp. 409–426). Cambridge: Cambridge University Press.
Suma, E., Lange, B., Rizzo, A., Krum, D., & Bolas, M. (2011). FAAST: The flexible action and articulated skeleton toolkit. Proceedings of IEEE Virtual Reality, 2(pp. 47–248).
Suma, E., Krum, D., Lange, B., Koenig, S., Rizzo, A., & Bolas, M. (2013). Adapting user interfaces for gestural interaction with the flexible action and articulated skeleton toolkit. Computers & Graphics, 37(3), 193–201.
Valenzeno, L., Alibali, M. W., & Klatzky, R. (2003). Teachers’ gestures facilitate students’ learning: A lesson in symmetry. Contemporary Educational Psychology, 28, 187–204.
VanderVen, M. (2012). Try Kinect in education—free trial for K-12. Microsoft Education Tech Upstate New York, Microsoft. http://blogs.technet.com/b/microsoft_education_tech_upstate_new_york/archive/2012/09/24/try-kinect-in-education-free-trial-for-k-12.aspx.
Vinayak, V., Murugappan, S., Liu, H., & Ramani, K. (2013). Shape-it-up: Hand gesture based creative expression of 3D shapes using intelligent generalized cylinders. Computer-Aided Design, 45(2), 277–287.
Vogel, B., Pettersson, O., Kurti, A., & Huck, A. S. (2012). Utilizing gesture based interaction for supporting collaborative explorations of visualizations in TEL. Proceedings of the 2012 Seventh IEEE International Conference on Wireless, Mobile and Ubiquitous Technology in Education.
Wilson, M. (2002). Six views of embodied cognition. Psychonomic Bulletin & Review, 9(4), 625–636.
Wilson, R. A., & Foglia, L. (2011). Embodied cognition. In E. N. Zalta (Ed.), The Stanford Encyclopedia of Philosophy, Fall 2011 Edition. http://plato.stanford.edu/archives/fall2011/entries/embodied-cognition.
Xu, X., Xue, X., Dai, Z., Pan, Y., & Ke, F. (2013, June ). The Island of Pi—Facilitating math learning through a virtual-reality-based game intervention. Poster presentation at the Games+Learning+Society Conference 2013, the Games+Learning+Society Group, Madison, Wisconsin.
Yoon, C., Thomas, M. O. J., & Dreyfus, T. (2011). Grounded blends and mathematical gesture spaces: Developing mathematical understandings via gestures. Educational Studies in Mathematics, 78, 371–393.
Yu, C., Smith, L. B., Shen, H., Pereira, A. F., & Smith, T. (2009). Active information selection: Visual attention through the hands. IEEE Transactions on Autonomous Mental Development, 1(2), 141–151.
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Xu, X., Ke, F. From psychomotor to ‘motorpsycho’: learning through gestures with body sensory technologies. Education Tech Research Dev 62, 711–741 (2014). https://doi.org/10.1007/s11423-014-9351-8
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DOI: https://doi.org/10.1007/s11423-014-9351-8