A Meta-Analysis on the Impact of Gamification over Students’ Motivation
DOI:
https://doi.org/10.6000/2292-2598.2021.09.04.9Keywords:
Academic performance, game design elements, higher education, self-determination theoryAbstract
Controversy surrounds the effectiveness of educational gamification on learners’ motivation to study. Prior papers attempting to summarize the available empirical evidence on the topic encompass too many additional domains like the academic performance so that the motivational point is discentrated. Hence, the current meta-analysis aimed to synthesize research findings limited to the clearly stated impact of gamification on higher education students’ academic motivation. Results from random effects proportion meta-analysis applied to seven relevant studies with a total of 368 students showed a pooled proportion of 29.68%. In other words, game design elements incorporated into the learning activities were significantly motivating for only about one-third of participants. The assumption of homogeneity was violated for certain reasons. As part of the discussion, previous scholars’ efforts to identify moderating factors of successful gamification were overviewed, and their practicality was questioned. It is concluded that the issue of whether educational gamification can amplify students’ learning motivation remains an area for further research.
References
Zainuddin Z. Students’ learning performance and perceived motivation in gamified flipped-class instruction. Comput Educ 2018; 126: 75-88. https://doi.org/10.1016/j.compedu.2018.07.003 DOI: https://doi.org/10.1016/j.compedu.2018.07.003
Buckley P, Doyle E. Gamification and student motivation. Interact Learn Environ 2016; 24(6): 1162-1175. https://doi.org/10.1080/10494820.2014.964263 DOI: https://doi.org/10.1080/10494820.2014.964263
Tang CM, Chaw L. Driving high inclination to complete massive open online courses (MOOCs): motivation and engagement factors for learners. Electron J E-learn 2019; 17: 118-130. https://doi.org/10.34190/JEL.17.2.05 DOI: https://doi.org/10.34190/JEL.17.2.05
Olsson M, Mozelius P, Collin J. Visualisation and gamification of e learning and programming education. Electron J E-learn 2016; 13(6): 452-465.
Fotaris P, Mastoras T, Leinfellner R, Rosunally Y. Climbing up the leaderboard: An empirical study of applying gamification techniques to a computer programming class. Electron J E-learn 2016; 14(2): 94-110.
Ryan RM, Deci EL. Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemp Educ Psychol 2000; 25(1): 54-67. https://doi.org/10.1006/ceps.1999.1020 DOI: https://doi.org/10.1006/ceps.1999.1020
Botnaru D, Orvis J, Langdon J, Niemiec CP, Landge SM. Predicting final grades in STEM courses: A path analysis of 422 Journal of Intellectual Disability - Diagnosis and Treatment, 2021, Volume 9, No. 4 Mamekova et al. academic motivation and course-related behavior using selfdetermination theory. Learn Motiv 2021; 74: 101723. https://doi.org/10.1016/j.lmot.2021.101723 DOI: https://doi.org/10.1016/j.lmot.2021.101723
Su CH, Cheng CH. A mobile gamification learning system for improving the learning motivation and achievements. J Comput Assist Learn 2015; 31(3): 268-286. https://doi.org/10.1111/jcal.12088 DOI: https://doi.org/10.1111/jcal.12088
Fu QK, Lin CJ, Hwang GJ, Zhang L. Impacts of a mind mapping-based contextual gaming approach on EFL students’ writing performance, learning perceptions and generative uses in an English course. Comput Educ 2019; 137: 59-77. https://doi.org/10.1016/j.compedu.2019.04.005 DOI: https://doi.org/10.1016/j.compedu.2019.04.005
Göksün DO, Gürsoy G. Comparing success and engagement in gamified learning experiences via Kahoot and Quizizz. Comput Educ 2019; 135, 15-29. https://doi.org/10.1016/j.compedu.2019.02.015 DOI: https://doi.org/10.1016/j.compedu.2019.02.015
Pelikan ER, Lüftenegger M, Holzer J, Korlat S, Spiel C, Schober B. Learning during COVID-19: The role of selfregulated learning, motivation, and procrastination for perceived competence. Z Erziehwiss 2021; 24(2): 393-418. https://doi.org/10.1007/s11618-021-01002-x DOI: https://doi.org/10.1007/s11618-021-01002-x
Gottfried AE, Nylund-Gibson K, Gottfried AW, Morovati D, Gonzalez AM. Trajectories from academic intrinsic motivation to need for cognition and educational attainment. J Educ Res 2017; 110(6): 642-652. https://doi.org/10.1080/00220671.2016.1171199 DOI: https://doi.org/10.1080/00220671.2016.1171199
Sailer M, Homner L. The gamification of learning: A metaanalysis. Educ Psychol Rev 2020; 32(1), 77-112. https://doi.org/10.1007/s10648-019-09498-w DOI: https://doi.org/10.1007/s10648-019-09498-w
Huang R, Ritzhaupt AD, Sommer M, et al. The impact of gamification in educational settings on student learning outcomes: A meta-analysis. Educ Technol Res Dev 2020; 68(4): 1875-1901. https://doi.org/10.1007/s11423-020-09807-z DOI: https://doi.org/10.1007/s11423-020-09807-z
Manzano-León A, Camacho-Lazarraga P, Guerrero MA, et al. Between level up and game over: A systematic literature review of gamification in education. Sustain 2021; 13(4): 2247. https://doi.org/10.3390/su13042247 DOI: https://doi.org/10.3390/su13042247
Richardson M, Abraham C, Bond R. Psychological correlates of university students’ academic performance: A systematic review and meta-analysis. Psychol Bull 2012; 138(2): 353- 387. https://doi.org/10.1037/a0026838 DOI: https://doi.org/10.1037/a0026838
Cerasoli CP, Nicklin JM, Ford MT. Intrinsic motivation and extrinsic incentives jointly predict performance: A 40-year meta-analysis. Psychol Bull 2014; 140(4): 980–1008. https://doi.org/10.1037/a0035661 DOI: https://doi.org/10.1037/a0035661
Ferriz-Valero A, Østerlie O, García Martínez S, García-Jaén M. Gamification in physical education: Evaluation of impact on motivation and academic performance within higher education. Int J Environ Res Public Health 2020; 17(12): 1- 16. https://doi.org/10.3390/ijerph17124465 DOI: https://doi.org/10.3390/ijerph17124465
Lin L, Xu C. Arcsine!based transformations for meta!analysis of proportions: Pros, cons, and alternatives. Health Sci Rep 2020; 3(3): 1-6. https://doi.org/10.1002/hsr2.178 DOI: https://doi.org/10.1002/hsr2.178
Frost RD, Matta V, MacIvor E. Assessing the efficacy of incorporating game dynamics in a learning management system. J Inf Syst Educ 2015; 26(1), 59-70.
Stansbury JA, Earnest DR. Meaningful gamification in an industrial/organizational psychology course. Teach Psychol 2017; 44(1): 38-45. https://doi.org/10.1177/0098628316677645 DOI: https://doi.org/10.1177/0098628316677645
Van Roy R, Zaman B. Need-supporting gamification in education: An assessment of motivational effects over time. Comput Educ 2018; 127: 283-297. https://doi.org/10.1016/j.compedu.2018.08.018 DOI: https://doi.org/10.1016/j.compedu.2018.08.018
Garcia!Cabot A, Garcia!Lopez E, Caro!Alvaro S, Gutierrez!Martinez JM, de!Marcos L. Measuring the effects on learning performance and engagement with a gamified social platform in an MSc program. Comput Appl Eng Educ 2020; 28(1), 207-223. https://doi.org/10.1002/cae.22186 DOI: https://doi.org/10.1002/cae.22186
Kyewski E, Krämer NC. To gamify or not to gamify? An experimental field study of the influence of badges on motivation, activity, and performance in an online learning course. Comput Educ 2018; 118: 25-37. https://doi.org/10.1016/j.compedu.2017.11.006 DOI: https://doi.org/10.1016/j.compedu.2017.11.006
Suurmond R, van Rhee H, Hak T. Introduction, comparison, and validation of Meta!Essentials: A free and simple tool for meta!analysis. Res Synth Methods 2017; 8(4): 537-553. https://doi.org/10.1002/jrsm.1260 DOI: https://doi.org/10.1002/jrsm.1260
Domínguez A, Saenz-de-Navarrete J, De-Marcos L, Fernández-Sanz L, Pagés C, Martínez-Herráiz JJ. Gamifying learning experiences: Practical implications and outcomes. Comput Educ 2013; 63: 380-392. http://dx.doi.org/10.1016/j.compedu.2012.12.020 DOI: https://doi.org/10.1016/j.compedu.2012.12.020
Dicheva D, Dichev C, Agre G, Angelova G. Gamification in education: A systematic mapping study. J Educ Technol Soc 2015; 18(3): 75-88.
Hanus MD, Fox J. Assessing the effects of gamification in the classroom: A longitudinal study on intrinsic motivation, social comparison, satisfaction, effort, and academic performance. Comput Educ 2015; 80: 152-161. http://dx.doi.org/10.1016/j.compedu.2014.08.019 DOI: https://doi.org/10.1016/j.compedu.2014.08.019
Kim B. Designing gamification in the right way. Libr Technol Rep 2015; 51(2): 29-35.
Adams DM, Mayer RE, MacNamara A, Koenig A, Wainess R. Narrative games for learning: Testing the discovery and narrative hypotheses. J Educ Psychol 2012; 104(1): 235-249. https://doi.org/10.1037/a0025595 DOI: https://doi.org/10.1037/a0025595
Trenshaw KF, Revelo RA, Earl KA, Herman GL. Using selfdetermination theory principles to promote engineering students’ intrinsic motivation to learn. Int J Eng Educ 2016; 32(3): 1194-1207.
Alsawaier RS. The effect of gamification on motivation and engagement. Int J Inf Learn Technol 2018; 35(1): 56-79. https://doi.org/10.1108/IJILT-02-2017-0009 DOI: https://doi.org/10.1108/IJILT-02-2017-0009