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Do you want to learn physics? Please play angry birds (but with epistemic goals)

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2020

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Southern New Hampshire University, USA
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de Aldama C., Pozo J-I. (2020). Do You Want to Learn Physics? Please Play Angry Birds (But With Epistemic Goals). Journal of Educational Computing Research, 58(1), 3-28. DOI: 10.1177/0735633118823160

Abstract

For some years now, the scientific community has been studying how videogames foster acquisition of mental representations of the world around us. Research to date suggests that the efficiency of videogames as learning tools largely depends on the instructional design in which they are included. This article provides empirical evidence related to the use of the videogame Angry Birds and how it can modify students’ conceptions regarding object motion. We selected a sample of I IO l6- to I7-year-old students in postcompulsory secondary school. Both quantitative and qualitative data are provided. Our results show that (a) merely playing Angry Birds does not produce significant learning, (b) learning occurs when Angry Birds is guided by epistemic goals. Students who used the videogame in this way were able to recognize more variables, provide better explanations, and understand more fully the relationship between angle and distance, (c) naifbelief regarding the effect of mass on falling objects (“mass-speed belief”) remained unchanged after using Angry Birds guided either pragmatic or epistemic goals, and (d) there was no significant difference between students who worked collaboratively in pairs and those who worked individually. In the light of these results, we discuss potential implications for the future.

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Funding The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: The Spanish Ministry of Innovation, Science and Universities has supported this research through the Project EDU2017-82243-C2-1-R. Referencias bibliográficas • Alderoqui-Pinus D., Pozo J. I., (2013) Epistemic actions in science museums. Families interacting with the mirror room exhibit. Revista de Psicodidáctica 18(2): 275–292. doi:10.1387/RevPsicodidact.6934. • Almeida P. A., (2012) Can I ask a question? The importance of classroom questioning. Procedia-Social and Behavioral Sciences 31: 634–638. • Anderson J., Barnett M., (2011) Using videogames to support pre-service elementary teachers learning of basic physics principles. Journal of Science Education and Technology 20(4): 347–362. • Anderson J. L., Barnett M., (2013) Learning physics with digital game simulations in middle school science. Journal of Science Education and Technology 22(6): 914–926. • Annetta L. A., Minogue J., Holmes S. Y., Cheng M. T., (2009) Investigating the impact of videogames on high school students’ engagement and learning about genetics. Computers & Education 53(1): 74–85. • Bideau B., Kulpa R., Vignais N., Brault S., Multon F., Craig C., (2010) Using virtual reality to analyze sports performance. IEEE Computer Graphics and Applications 30(2): 14–21. • Boot W. R., Kramer A. F., Simons D. J., Fabiani M., Gratton G., (2008) The effects of video game playing on attention, memory, and executive control. Acta psychologica 129(3): 387–398. • Boyle E. A., Hainey T., Connolly T. M., Gray G., Earp J., Ott M., Pereira J., (2016) An update to the systematic literature review of empirical evidence of the impacts and outcomes of computer games and serious games. Computers & Education 94: 178–192. • Brown A. L., Palincsar A. S., (1989) Guided cooperative learning and individual knowledge acquisition. In: Resnick L. B., (ed) Knowing, learning and instruction: Essays in honor of Robert Glaser, Hillsdale, NJ: Lawrence Erlbaum, pp. 395–451. • Buchs C., Filippou D., Pulfrey C., Volpé Y., (2017) Challenges for cooperative learning implementation: Reports from elementary school teachers. Journal of Education for Teaching 43(3): 296–306. • Campbell J., Mayer R. E., (2009) Questioning as an instructional method: Does it affect learning from lectures? Applied Cognitive Psychology 23(6): 747–759. • Champagne A. B., Klopfer L. E., Anderson J. H., (1980) Factors influencing the learning of classical mechanics. American Journal of Physics 48: 1074–1079. • Cheng M. T., Lin Y. W., She H. C., Kuo P. C., (2016) Is immersion of any value? Whether, and to what extent, game immersion experience during serious gaming affects science learning. British Journal of Educational Technology 48: 246–263. • Chin C., Osborne J., (2008) Students’ questions: A potential resource for teaching and learning science. Studies in Science Education 44(1): 1–39. • Clark D. B., Nelson B. C., Chang H. Y., Martinez-Garza M., Slack K., D’Angelo C. M., (2011) Exploring Newtonian mechanics in a conceptually-integrated digital game: Comparison of learning and affective outcomes for students in Taiwan and the United States. Computers & Education 57(3): 2178–2195. • Clark D. B., Tanner-Smith E. E., Killingsworth S. S., (2016) Digital games, design, and learning: A systematic review and meta-analysis. Review of Educational Research 86(1): 79–122. • Connolly T. M., Boyle E. A., MacArthur E., Hainey T., Boyle J. M., (2012) A systematic literature review of empirical evidence on computer games and serious games. Computers & Education 59(2): 661–686. • Davoudi M., Sadeghi N. A., (2015) A systematic review of research on questioning as a high-level cognitive strategy. English Language Teaching 8(10): 76. • Duit R., Treagust D. F., (2003) Conceptual change: A powerful framework for improving science teaching and learning. International Journal of Science Education 25(6): 671–688. • Elby A., Hammer D., (2010) Epistemological resources and framing: A cognitive framework for helping teachers interpret and respond to their students’ epistemologies. In: Bendixon L. D., Feucht F. C., (eds) Personal epistemology in the classroom: Theory, research, and implications for practice, Cambridge, England: Cambridge University Press, pp. 409–434. • Field, A. (2013). Discovering statistics using SPSS (4 th ed.). London, UK: Sage. • Froschauer J., Merkl D., Arends M., Goldfarb D., (2013) Art history concepts at play with ThIATRO. Journal on Computing and Cultural Heritage 6(2): 7. • Furio C., Guisasola J., (1998) Difficulties in learning the concept of electric field. Science Education 82(4): 511–526. • Garris R., Ahlers R., Driskell J. E., (2002) Games, motivation and learning: A research and practice model. Simulation & Gaming 33(4): 441–467. • Gee J. P., (2003) What videogames have to teach us about learning and literacy, New York, NY: Palgrave Macmillan. • Girard C., Ecalle J., Magnan A., (2013) Serious games as new educational tools: How effective are they? A meta-analysis of recent studies. Journal of Computer Assisted Learning 29(3): 207–219. • González-González C., Blanco-Izquierdo F., (2012) Designing social videogames for educational uses. Computers & Education 58(1): 250–262. • Graafland M., Schraagen J. M., Schijven M. P., (2012) Systematic review of serious games for medical education and surgical skills training. British Journal of Surgery 99(10): 1322–1330. • Graesser A. C., Olde B. A., (2003) How does one know whether a person understands a device? The quality of the questions the person asks when the device breaks down. Journal of Educational Psychology 95(3): 524. • Hainey T., Connolly T. M., Boyle E. A., Wilson A., Razak A., (2016) A systematic literature review of games-based learning empirical evidence in primary education. Computers & Education 102: 202–223. • Hsu C. Y., Tsai C. C., (2013) Examining the effects of combining self-explanation principles with an educational game on learning science concepts. Interactive Learning Environments 21(2): 104–115. • Hutchison P., Hammer D., (2010) Attending to student epistemological framing in a science classroom. Science Education 94(3): 506–524. • Hwang G. J., Wu P. H., Chen C. C., (2012) An online game approach for improving students’ learning performance in web-based problem-solving activities. Computers & Education 59(4): 1246–1256. • Johnson D. W., Johnson R. T., Holubec E., (2008) Cooperation in the classroom, 8th ed. Minneapolis, MN: Interaction Book Company. • Jones A., Issroff K., (2005) Learning technologies: Affective and social issues in computer-supported collaborative learning. Computers & Education 44: 395–408. • Kavanagh C., Sneider C., (2007) Learning about gravity I. Free fall: A guide for teachers and curriculum developers. Astronomy Education Review 5: 21–52. • Ke F., (2009) A qualitative meta-analysis of computer games as learning tools. In: Ferdig R. E., (ed) Handbook of research on effective electronic gaming in education, London, England: IGI Global, pp. 1–32. • King A., (1992) Facilitating elaborative learning through guided student-generated questioning. Educational Psychologist 27(1): 111–126. • Kirsh D., Maglio P., (1994) On distinguishing epistemic from pragmatic action. Cognitive Science 18(4): 513–549. • Koops M., Hoevenaar M., (2012) Conceptual change during a serious game: Using a Lemniscate model to compare strategies in a physics game. Simulation & Gaming 44: 544–561. • Lämsä J., Hämäläinen R., Aro M., Koskimaa R., Äyrämö S. M., (2018) Games for enhancing basic reading and maths skills: A systematic review of educational game design in supporting learning by people with learning disabilities. British Journal of Educational Technology 49(4): 596–607. • Landis J. R., Koch G. G., (1977) The measurement of observer agreement for categorical data. Biometrics 33: 159–174. • Law, V., & Chen, C. H. (2016). Promoting science learning in game-based learning with question prompts and feedback. Computers & Education, 103, 134–143. • Lee C. Y., Chen M. P., (2009) A computer game as a context for non-routine mathematical problem solving: The effects of type of question prompt and level of prior knowledge. Computers & Education 52(3): 530–542. • León O., Montero I., (2015) Métodos de investigación en Psicología y Educación. Las tradiciones cuantitativa y cualitativa [Research methods in Psychology and Education. The quantitative and qualitative traditions], 4th ed. Madrid, Spain: McGraw-Hill. • Leutner D., (1993) Guided discovery learning with computer-based simulation games: Effects of adaptive and non-adaptive instructional support. Learning and Instruction 3(2): 113–132. • McCloskey M., (1983) Intuitive physics. Scientific American 248: 122–130. • Masson M. E., Bub D. N., Lalonde C. E., (2011) Video-game training and naïve reasoning about object motion. Applied Cognitive Psychology 25(1): 166–173. • Mohanty S. D., Cantu S., (2011) Teaching introductory undergraduate physics using commercial videogames. Physics Education 46(5): 570. • Nawrocki L. H., Winner J. L., (1983) Videogames: Instructional potential and classification. Journal of Computer-Based Instruction 10(3/4): 80–82. • Oberle C. D., McBeath M. K., Madigan S. C., Sugar T. G., (2005) The Galileo bias: A naive conceptual belief that influences people’s perceptions and performance in a ball-dropping task. Journal of Experimental Psychology: Learning, Memory, and Cognition 31: 643–653. • Pirker J., Lesjak I., Parger M., Gütl C., (2018) An educational physics laboratory in mobile versus room scale virtual reality—A comparative study. In: Auer M. E., Zutin D. G., (eds) Online engineering & Internet of things, Cham, Switzerland: Springer, pp. 1029–1043. • Pozo J. I., (2014) Psicología del Aprendizaje Humano: Adquisición de conocimiento y cambio personal [Psychology of Human Learning: Acquisition of knowledge and personal change], Madrid, Spain: Morata. • Pozo, J. I., & Gómez Crespo, M. A. (1998). Aprender y enseñar ciencia: Del conocimiento cotidiano al conocimiento científico [Learning and teaching science: From everyday knowledge to scientific knowledge]. Madrid, Spain: Ediciones Morata. • Pozo J. I., Gómez-Crespo M. A., (2005) The embodied nature of implicit theories: The consistency of ideas about the nature of matter. Cognition & Instruction 23(3): 351–387. • Prestridge S., de Aldama C., (2016) A classification framework for exploring technology-enabled practice–FrameTEP. Journal of Educational Computing Research 54: 901–921. • Randel J. M., Morris B. A., Wetzel C. D., Whitehill B. V., (1992) The effectiveness of games for educational purposes: A review of recent research. Simulation & Gaming 23(3): 261–276. • Ravenscroft A., (2007) Promoting thinking and conceptual change with digital dialogue games. Journal of Computer Assisted Learning 23(6): 453–465. • Reiner C., Proffitt D. R., Salthouse T., (2005) A psychometric approach to intuitive physics. Psychonomic Bulletin and Review 12: 740–745. • Repnik, R., Robič, D., & Pesek, I. (2015). Physics Learning in Primary and Secondary Schools with Computer Games – An Example – Angry Birds. In B. Gradinarova (Ed.), E-Learning: Instructional Design, Organizational Strategy and Management (pp.203–225). London: IntechOpen. • Rodrigues M., Carvalho P. S., (2013) Teaching physics with Angry Birds: Exploring the kinematics and dynamics of the game. Physics Education 48(4): 431. • Rohrer D., (2002) Misconceptions about incline speed for nonlinear slopes. Journal of Experimental Psychology: Human Perception and Performance 28: 963–973. • Sadler T. D., Romine W. L., Stuart P. E., Merle-Johnson D., (2013) Game-based curricula in biology classes: Differential effects among varying academic levels. Journal of Research in Science Teaching 50(4): 479–499. • Scherr R. E., Hammer D., (2009) Student behavior and epistemological framing: Examples from collaborative active-learning activities in physics. Cognition and Instruction 27(2): 147–174. • Sequeira M., Leite L., (1991) Alternative conceptions and history of science in physics teacher education. Science Education 75: 45–56. • Sitzmann T., (2011) A meta-analytic examination of the instructional effectiveness of computer-based simulation games. Personnel Psychology 64(2): 489–528. • Squire K., (2003) Video games in education. International Journal of Intelligent Games & Simulation 2(1): 49–62. • Squire, K., Barnett, M., Grant, J. M., & Higginbotham, T. (2004, June). Electromagnetism supercharged!: Learning physics with digital simulation games. In Proceedings of the 6th International Conference on Learning Sciences (pp. 513–520). Santa Mónica, California: International Society of the Learning Sciences. • Sun C. T., Ye S. H., Wang Y. J., (2015) Effects of commercial videogames on cognitive elaboration of physical concepts. Computers & Education 88: 169–181. • Teasley S. D., (1995) The role of talk in children’s peer collaborations. Developmental Psychology 31(2): 207. • Tennyson R. D., Jorczak R. L., (2008) A conceptual framework for the empirical study of instructional games. In: O’Neil H. F., Perez R. S., (eds) Computer games and team and individual learning, Mahwah, NJ: Erlbaum, pp. 3–20. • Ullman T. D., Spelke E., Battaglia P., Tenenbaum J. B., (2017) Mind games: Game engines as an architecture for intuitive physics. Trends in Cognitive Sciences 21(9): 649–665. • van Boxtel C., Van der Linden J., Kanselaar G., (2000) Collaborative learning tasks and the elaboration of conceptual knowledge. Learning and Instruction 10(4): 311–330. • Ventura, M., Hu, X., Nye, B. D., & Zhao, W. (2015). NewtonianTalk: Integration of physics playground and AutoTutor using GIFT. In Workshop on Developing a Generalized Intelligent Framework for Tutoring (GIFT): Informing design through a community of practice (p. 23). Madrid: Artificial Intelligence in Education (AIED). • Vicovaro M., (2014) Intuitive physics of free fall: An information integration approach to the mass-speed belief. Psicológica 35(3): 463–477. • Vogel J. J., Vogel D. S., Cannon-Bowers J., Bowers C. A., Muse K., Wright M., (2006) Computer gaming and interactive simulations for learning: A meta-analysis. Journal of Educational Computing Research 34: 229–243. • Vosniadou S., (2009) International handbook of research on conceptual change, Abingdon, England: Routledge. • Wouters P., van Nimwegen C., van Oostendorp H., van Der Spek E. D., (2013) A meta-analysis of the cognitive and motivational effects of serious games. Journal of Educational Psychology 105(2): 249. • Young M. F., Slota S., Cutter A. B., Jalette G., Mullin G., Lai B., Yukhymenko M., (2012) Our princess is in another castle a review of trends in serious gaming for education. Review of Educational Research 82(1): 61–89.

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