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research-article

Challenging games help students learn

Published: 01 January 2016 Publication History

Abstract

In this paper, we investigate the impact of flow (operationalized as heightened challenge and skill), engagement, and immersion on learning in game-based learning environments. The data was gathered through a survey from players (N = 173) of two learning games (Quantum Spectre: N = 134 and Spumone: N = 40). The results show that engagement in the game has a clear positive effect on learning, however, we did not find a significant effect between immersion in the game and learning. Challenge of the game had a positive effect on learning both directly and via the increased engagement. Being skilled in the game did not affect learning directly but by increasing engagement in the game. Both the challenge of the game and being skilled in the game had a positive effect on both being engaged and immersed in the game. The challenge in the game was an especially strong predictor of learning outcomes. For the design of educational games, the results suggest that the challenge of the game should be able to keep up with the learners growing abilities and learning in order to endorse continued learning in game-based learning environments. Engagement in the game has a positive effect on learning.Immersion in the game does not have a significant effect on learning.Challenge affected learning both directly and via the increased engagement.Skill did not affect learning directly but only via the increased engagement.Perceived challenge was an especially strong predictor of learning outcomes.

References

[1]
S. Abrantes, L. Gouveia, Using games for primary school: assessing its use with flow experience, in: Handbook of research on serious games as educational, business and research tools, Information Science Reference, Hershey, PA, 2012, pp. 769-781.
[2]
W. Admiraal, J. Huizenga, S. Akkerman, G.T. Dam, The concept of flow in collaborative game-based learning, Computers in Human Behavior, 27 (2011) 1185-1194.
[3]
S. Akkerman, W. Admiraal, J. Huizenga, Storification in history education: a mobile game in and about medieval Amsterdam, Computers and Education, 52 (2009) 449-459.
[4]
J.C. Anderson, D.W. Gerbing, Structural equation modeling in practice: a review and recommended two-step approach, Psychological Bulletin, 103 (1988) 411-423.
[5]
J. Asbell-Clarke, E. Rowe, E. Sylvan, Assessment design for emergent game-based learning, in: Work-in-progress presented at the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI'13), 2013, April.
[6]
R.P. Bagozzi, Y. Yi, Specification, evaluation, and interpretation of structural equation models, Journal of the Academy of Marketing Science, 40 (2012) 8-34.
[7]
S. Barzilai, I. Blau, Scaffolding game-based learning: Impact on learning achievements, perceived learning, and game experiences, Computers and Education, 70 (2014) 65-79.
[8]
P.M. Bentler, C.P. Chou, Practical issues in structural modeling, Sociological Methods & Research, 16 (1987) 78-117.
[9]
J.V. Bittner, J. Shipper, Motivational effects and age differences of gamification in product advertising, Journal of Consumer Marketing, 31 (2014) 391-400.
[10]
C. Brom, E. Bromová, F. D¿cht¿renko, M. Buchtová, M. Pergel, Personalized messages in a brewery educational simulation: is the personalization principle less robust than previously thought?, Computers and Education, 72 (2014) 339-366.
[11]
C. Brom, M. Buchtová, V. Šisler, F. D¿cht¿renko, R. Palme, L.M. Glenk, Flow, social interaction anxiety and salivary cortisol responses in serious games: a quasi-experimental study, Computers and Education, 79 (2014) 69-100.
[12]
U. Bronfenbrenner, The ecology of human development: Experiments by nature and design, Harvard University Press, Cambridge, 1979.
[13]
J. Byun, C.S. Loh, Audial engagement: effects of game sound on learner engagement in digital game-based learning environments, Computers in Human Behavior, 46 (2014) 129-138.
[14]
G. Chanel, C. Rebetez, M. Bétrancourt, T. Pun, Emotion assessment from physiological signals for adaptation of game difficulty, IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, 41 (2011) 1052-1063.
[15]
K.-E. Chang, L.-J. Wu, S.-E. Weng, Y.-T. Sung, Embedding game-based problem-solving phase into problem-posing system for mathematics learning, Computers and Education, 58 (2012) 775-786.
[16]
M.-T. Cheng, H.-C. She, L.A. Annetta, Game immersion experience: its hierarchical structure and impact on game-based science learning, Journal of Computer Assisted Learning, 31 (2015) 232-253.
[17]
W.W. Chin, The partial least squares approach for structural equation modeling, in: Modern Methods for Business Research, Lawrence Erlbaum Associates, London, 1998, pp. 295-336.
[18]
W.W. Chin, B.L. Marcolin, P.R. Newsted, A¿partial least squares latent variable modeling approach for measuring interaction effects: results from a Monte Carlo simulation study and an electronic-mail emotion/adoption study, Information Systems Research, 14 (2003) 189-217.
[19]
B.D. Coller, D.J. Shernoff, Video game-based education in mechanical engineering: a look at student engagement, International Journal of Engineering Education, 25 (2009) 308-317.
[20]
T.M. Connolly, E.A. Boyle, E. MacArthur, T. Hainey, J.M. Boyle, A'systematic literature review of empirical evidence on computer games and serious games, Computers and Education, 59 (2012) 661-686.
[21]
T.D. Cook, D.T. Campbell, A. Day, Quasi-experimentation: Design & analysis issues for field settings, Houghton Mifflin, Boston, 1979.
[22]
L. Corno, E.B. Mandinach, The role of cognitive engagement in classroom learning and motivation, Educational Psychologist, 18 (1983) 88-108.
[23]
M.V. Covington, The motive for self-worth, in: Research on motivation in education: Student motivation, Vol. 1, Academic Press, San Diego, CA, 1985, pp. 77-113.
[24]
G. Crisp, Assessment in next generation learning spaces, 2014.
[25]
M. Csikszentmihalyi, Flow: The psychology of optimal experience, Harper Perennial, New York, 1990.
[26]
M. Csikszentmihalyi, Creativity: Flow and the psychology of discovery and invention, HarperCollins, New York, 1996.
[27]
M. Csikszentmihalyi, K. Rathunde, S. Whalen, Talented teenagers: The Roots of success and failure, Cambridge University Press, New York, 1993.
[28]
M. Csikszentmihalyi, B. Schneider, Becoming adult: How teenagers prepare for the world of work, Basic Books, New York, 2000.
[29]
L.A. Custodero, Observable indicators of flow experience: a developmental perspective on musical engagement in young children from infancy to school age, Music Education Research, 7 (2005) 185-209.
[30]
D. Davidson, Beyond fun: Serious games and media, ETC Press, Pittsburgh, PA, 2008.
[31]
K. Deater-Deckard, S. El Mallah, M. Chang, M.A. Evans, A. Norton, Student behavioral engagement during mathematics educational video game instruction with 11-14 year olds, International Journal of Child-Computer Interaction, 2 (2014) 101-108.
[32]
A. Domínguez, J. Saenz-De-Navarrete, L. De-Marcos, L. Fernández-Sanz, C. Pagés, J. Martínez-Herráiz, Gamifying learning experiences: practical implications and outcomes, Computers and Education, 63 (2013) 380-392.
[33]
A.S. Drigas, R.-D. Ioannidou, G. Kokkalia, M. Lytras, ICTs, mobile learning and social media to enhance learning for attention difficulties, Journal of Universal Computer Science, 20 (2014) 1499-1510.
[34]
L. Ermi, F. Mäyrä, Fundamental components of the gameplay experience: analysing immersion, in: Selected Papers Proceedings of DiGRA 2005 Conference: Changing Views - Worlds in Play, DiGRA & University of Vancouver, Vancouver, 2005.
[35]
D. Eseryel, V. Law, D. Ifenthaler, X. Ge, R. Miller, An investigation of the interrelationships between motivation, engagement, and complex problem solving in game-based learning, Educational Technology and Society, 17 (2013) 42-53.
[36]
E. Fassbender, D. Richards, A. Bilgin, W.F. Thompson, W. Heiden, VirSchool: the effect of background music and immersive display systems on memory for facts learned in an educational virtual environment, Computers and Education, 58 (2012) 490-500.
[37]
C. Fornell, D. Larcker, Structural equation models with unobservable variables and measurement error, Journal of Marketing Research, 18 (1981) 39-50.
[38]
J.A. Fredricks, P.C. Blumenfeld, A.H. Paris, School engagement: potential of the concept, state of the evidence, Review of Educational Research, 74 (2004) 59-109.
[39]
C.J. Fullagar, P.A. Knight, H.S. Sovern, Challenge/skill balance, flow, and performance anxiety, Applied Psychology: An International Review, 62 (2013) 236-259.
[40]
J.P. Gee, What video games have to teach us about learning and literacy, Palgrave MacMillan, New York, 2007.
[41]
J.F. Hair, W.C. Black, B.J. Babin, R.E. Anderson, Multivariate data analysis, Pearson, Upper Saddle River, NJ, 2010.
[42]
L. Hakulinen, T. Auvinen, A. Korhonen, The effect of achievement badges on students' behavior: an empirical study in a university-level computer science course, International Journal of Emerging Technologies in Learning, 10 (2015) 18-29.
[43]
J. Hamari, Transforming homo economicus into homo ludens: a field experiment on gamification in a utilitarian peer-to-peer trading service, Electronic Commerce Research and Applications, 12 (2013) 236-245.
[44]
J. Hamari, Do badges increase user activity? A field experiment on effects of gamification, Computers in Human Behavior (2015).
[45]
J. Hamari, J. Koivisto, Measuring flow in gamification: dispositional flow Scale-2, Computers in Human Behavior, 40 (2014) 133-143.
[46]
J. Hamari, J. Koivisto, "Working out for likes": an empirical study on social influence in exercise gamification, Computers in Human Behavior, 50 (2015) 333-347.
[47]
J. Hamari, J. Koivisto, Why do people use gamification services?, International Journal of Information Management, 35 (2015) 419-431.
[48]
J. Hamari, J. Koivisto, H. Sarsa, Does gamification work? - A literature review of empirical studies on gamification, in: Proceedings of the 47th Annual Hawaii International Conference on System Sciences, Hawaii, USA, January 6-9, 2014, 2014.
[49]
J. Hamari, J. Tuunanen, Player types: a meta-synthesis, Transactions of the Digital Games Research Association, 1 (2014) 29-53.
[50]
M.D. Hanus, J. Fox, Assessing the effects of gamification in the classroom: a longitudinal study on intrinsic motivation, social comparison, satisfaction, effort, and academic performance, Computers and Education, 80 (2015) 152-161.
[51]
H.-T. Hou, Integrating cluster and sequential analysis to explore learners' flow and behavioral patterns in a simulation game with situated-learning context for science courses: a video-based process exploration, Computers in Human Behavior, 48 (2015) 424-435.
[52]
H.-T. Hou, M. Li, Evaluating multiple aspects of a digital educational problem-solving-based adventure game, Computers in Human Behavior, 30 (2014) 29-38.
[53]
C.-Y. Hsu, C.-C. Tsai, H.-Y. Wang, Facilitating third graders' acquisition of scientific concepts through digital game-based learning: the effects of self-explanation principles, Asia-Pacific Education Researcher, 21 (2012) 71-82.
[54]
J. Huizenga, W. Admiraal, S. Akkerman, G. Ten Dam, Mobile game-based learning in secondary education: engagement, motivation and learning in a mobile city game: original article, Journal of Computer Assisted Learning, 25 (2009) 332-344.
[55]
C. Hung, J.C. Sun, P. Yu, The benefits of a challenge: student motivation and flow experience in tablet-PC-game-based learning, Interactive Learning Environments, 23 (2015) 172-190.
[56]
G.-J. Hwang, P.-H. Wu, C.-C. Chen, An online game approach for improving students' learning performance in web-based problem-solving activities, Computers and Education, 59 (2012) 1246-1256.
[57]
K.G. Jöreskog, D. Sörbom, LISREL 8 user's reference guide, Scientific Software, 1996.
[58]
J. Koivisto, J. Hamari, Demographic differences in perceived benefits from gamification, Computers in Human Behavior, 35 (2014) 179-188.
[59]
M.R. Lepper, M. Hodell, Intrinsic motivation in the classroom, in: Research in motivation in education, Vol. 3, Academic Press, San Diego, CA, 1989, pp. 73-105.
[60]
M.R. Lepper, T.W. Malone, Intrinsic motivation and instructional effectiveness in computer-based education, in: Conative and affective process analysis, Vol. 3, Erlbaum, Hilldale, NJ, 1987.
[61]
A. Lieberoth, Shallow gamification: testing psychological effects of framing an activity as a game, Games and Culture, 10 (2015) 229-248.
[62]
C. Liu, P. Agrawal, N. Sarkar, S. Chen, Dynamic difficulty adjustment in computer games through real-time anxiety-based affective feedback, International Journal of Human-Computer Interaction, 25 (2009) 506-529.
[63]
C.-C. Liu, Y.-B. Cheng, C.-W. Huang, The effect of simulation games on the learning of computational problem solving, Computers and Education, 57 (2011) 1907-1918.
[64]
R. McCrae, O. John, An introduction to the five-factor model and its applications, Journal of Personality, 60 (1992) 175-215.
[65]
J. McGonigal, Reality is broken: Why games make us better and how they can change the world, Penguin Press, New York, 2011.
[66]
M. Montessori, The discovery of the child, Ballantine Books, New York, 1967.
[67]
Newmann, Student engagement and achievement in American secondary schools, Teachers College Press, New York, 1992.
[68]
F.M. Newmann, G.G. Wehlage, S.D. Lamborn, The significance and sources of student engagement, in: Student engagement and achievement in American secondary schools, Teachers College Press, New York, 1992, pp. 11-39.
[69]
J.G. Nicholls, Quality and equality in intellectual development: the role of motivation in education, American Psychologist, 34 (1979) 1071-1084.
[70]
J.C. Nunnally, Psychometric Theory, McGraw-Hill, New York, 1978.
[71]
L.E. Parker, M.R. Lepper, Effects of fantasy contexts on children's learning and motivation: making learning more fun, Journal of Personality and Social Psychology, 62 (1992) 625-633.
[72]
P.A. Pavlou, H.G. Liang, Y.J. Xue, Understanding and mitigating uncertainty in online exchange relationships: a principal-agent perspective, MIS Quarterly, 31 (2007) 105-136.
[73]
N. Pellas, Exploring interrelationships among high school students' engagement factors in introductory programming courses via a 3D multi-user serious game created in open sim, Journal of Universal Computer Science, 20 (2014) 1608-1628.
[74]
P.M. Podsakoff, S.B. MacKenzie, J. Lee, N.P. Podsakoff, Common method biases in behavioral research: a critical review of the literature and recommended remedies, Journal of Applied Psychology, 88 (2003) 879-903.
[75]
K. Procci, A.R. Singer, K.R. Levy, C. Bowers, Measuring the flow experience of gamers: an evaluation of the dfs-2, Computers in Human Behavior, 28 (2012) 2306-2312.
[76]
A. Proske, R.D. Roscoe, D.S. McNamara, Game-based practice versus traditional practice in computer-based writing strategy training: effects on motivation and achievement, Educational Technology Research and Development, 62 (2014) 481-505.
[77]
H. Qin, P.L.P. Rau, G. Salvendy, Effects of different scenarios of game difficulty on player immersion, Interacting with Computers, 22 (2010) 230-239.
[78]
D.D. Reese, Affect during instructional video game learning, in: Emotions, Technology, and Games, Elsevier, New York, NY, 2015. http://www.elsevier.com/books/emotions-technology-and-digital-games/tettegah/978-0-12-801738-8
[79]
C.M. Ringle, S. Wende, A. Will, SmartPLS 2.0 M3, 2005. http://www.smartpls.de/
[80]
M. Ronimus, J. Kujala, A. Tolvanen, H. Lyytinen, Children's engagement during digital game-based learning of reading: the effects of time, rewards, and challenge, Computers and Education, 71 (2014) 237-246.
[81]
E. Rowe, J. Asbell-Clarke, E. Bardar, E. Kasman, B. MacEachern, Crossing the Bridge: Connecting game-based implicit science learning to the classroom, 2014.
[82]
J.L. Sabourin, J.C. Lester, Affect and engagement in game-based learning environments, Affective Computing, 5 (2014) 45-56.
[83]
U. Schiefele, A. Krapp, A. Winteler, Interest as a predictor of academic achievement: a meta-analysis of research, in: The role of interest in learning and development, Erlbaum, Hillsdale, N. J., 1992, pp. 183-212.
[84]
D.J. Shernoff, The experience of student engagement in high school classrooms: Influences and effects on long-term outcomes, Lambert Academic Publishing, Saarbruken, Germany, 2010.
[85]
D.J. Shernoff, Optimal learning environments to promote student engagement, Springer, New York, 2013.
[86]
D.J. Shernoff, M. Csikszentmihalyi, B. Schneider, E.S. Shernoff, Student engagement in high school classrooms from the perspective of flow theory, School Psychology Quarterly, 18 (2003) 158-176.
[87]
J. Simões, R. Díaz Redondo, A. Fernández Vilas, A'social gamification framework for a K-6 learning platform, Computers in Human Behavior, 29 (2013) 345-353.
[88]
E.D. van der Spek, H. van Oostendorp, J.-J.C.H. Meyer, Introducing surprising events can stimulate deep learning in a serious game, British Journal of Educational Technology, 44 (2013) 156-169.
[89]
Games, learning, and society: Learning and meaning in the digital age, in: Games, learning, and society: Learning and meaning in the digital age, Cambridge University Press, Cambridge, 2012.
[90]
A.D. Strati, D.J. Shernoff, H.Z. Kackar, Flow, in: Encyclopedia of adolescence, Springer, New York, 2012, pp. 1050-1059.
[91]
J.W. Thomas, Agency and achievement: self-management and self-regard, Review of Educational Research, 50 (1980) 213-240.
[92]
H. Thompson, S. Vedantam, A¿lively mind: Your brain on Jane Austen, NPR: National Public Radio Website, 2012. http://www.npr.org/blogs/health/2012/10/09/162401053/a-lively-mind-your-brain-on-jane-austen
[93]
H. Tüzün, M. Yilmaz-Soylu, T. Karakuş, Y. Inal, G. Kizilkaya, The effects of computer games on primary school students' achievement and motivation in geography learning, Computers and Education, 52 (2009) 68-77.
[94]
Valve Corporation, Portal Video Game, Valve Corporation, Bellevue, WA, 2007.
[95]
Valve Corporation, Portal 2 Video Game, Valve Corporation, Bellevue, WA, 2011.
[96]
L.S. Vygotsky, Mind in Society: The development of higher psychological processes, Harvard University Press, Cambridge, 1978.
[97]
L. Wang, M. Chen, The effects of game strategy and preference-matching on flow experience and programming performance in game-based learning, Innovations in Education and Teaching International, 47 (2010) 39-52.
[98]
R.W. White, Motivation reconsidered: the concept of competence, Psychological Review, 66 (1959) 297-333.
[99]
J.D. Willms, Student engagement at school: A sense of belonging and participation: Results from PISA 2000, in: Student engagement at school: A sense of belonging and participation: Results from PISA 2000, Organisation for Economic Co-operation and Development, Paris, 2003.
[100]
E. Yazzie-Mintz, Voices of students on engagement: A report on the 2006 high school survey of student engagement, Center for Evaluation & Education Policy, Bloomington, IN, 2007.
[101]
N. Yee, Motivations for play in online games, CyberPsychology & Behavior, 9 (2006) 772-775.

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cover image Computers in Human Behavior
Computers in Human Behavior  Volume 54, Issue C
January 2016
701 pages

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Elsevier Science Publishers B. V.

Netherlands

Publication History

Published: 01 January 2016

Author Tags

  1. Engagement
  2. Flow
  3. Game-based learning
  4. Gamification
  5. Immersion
  6. Serious games

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