A Meta-analysis of Learning Outcomes in Serious Games and Narrative Synthesis of Goal Orientation Effects
DOI:
https://doi.org/10.24193/subbpsyped.2026.1.03Keywords:
serious games, goal orientation, learning outcomes, meta-analysis, narrative synthesis, systematic reviewAbstract
The effectiveness of serious games as learning environments has been consistently documented but remains variable across individuals and contexts. The present study investigated the effect of serious games on learning outcomes and examined the role of goal orientation as an individual-difference variable within this relationship. A systematic review following PRISMA guidelines was conducted, combining a meta-analysis of pre–post learning outcome data with a structured narrative synthesis of goal orientation findings in accordance with Synthesis Without Meta-Analysis (SWiM) guidance. The meta-analysis included nine studies and revealed a statistically significant, moderate-to-large overall effect size (d = 0.637, 95% CI [0.483, 0.791], p < .001), indicating that participation in serious game environments is associated with meaningful improvements in knowledge acquisition. High heterogeneity was (I² = 82.13%), and no significant moderating effects were found for task type, sampling method, participant status, age, or gender. The narrative synthesis identified a consistently positive directional relationship between goal orientation and learning outcomes. Findings are discussed in terms of the motivational mechanisms underlying serious game effectiveness.
References
Addy, T. M., Dube, D., Croft, C., Nardolilli, J. O., Paynter, O. C., Hutchings, M. L., ... & Reeves, P. M. (2018). Integrating a serious game into case-based learning. Simulation & Gaming, 49(4), 378-400.
Backlund, P., & Hendrix, M. (2013, September). Educational games-are they worth the effort? A literature survey of the effectiveness of serious games. In 2013 5th international conference on games and virtual worlds for serious applications (VS-GAMES) (pp. 1-8). IEEE.
Barz, N., Benick, M., Dörrenbächer-Ulrich, L., & Perels, F. (2024). The Effect of Digital Game-Based Learning Interventions on Cognitive, Metacognitive, and Affective-Motivational Learning Outcomes in School: A Meta-Analysis. Review of Educational Research, 94(2), 193-227. https://doi.org/10.3102/00346543231167795
Blasko, D. G., Lum, H. C., White, M. M., & Drabik, H. B. (2014). Individual differences in the enjoyment and effectiveness of serious games. In Psychology, pedagogy, and assessment in serious games (pp. 153-174). 10.4018/978-1-4666-4773-2.ch008
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2010). A basic introduction to fixed-effect and random-effects models for meta-analysis. Research Synthesis Methods, 1(2), 97–111. https://doi.org/10.1002/jrsm.12
Boer, P. S. (2017). The role of goal orientation in enhancing adaptability by using serious gaming (Master’s thesis, University of Twente).
Cheah, I., Shimul, A. S., & Phau, I. (2022). Motivations of playing digital games: A review and research agenda. Psychology & Marketing, 39, 937–950. https://doi.org/10.1002/mar.21631
Chen, C. H., & Chang, C. L. (2024). Effectiveness of AI-assisted game-based learning on science learning outcomes, intrinsic motivation, cognitive load, and learning behavior. Education and Information Technologies, 29(14), 18621-18642. https://doi.org/10.1007/s10639-024-12553-x
DeCoster, J. (2004). Meta-analysis notes. http://www.stat-help.com
DeShon, R. P., & Gillespie, J. Z. (2005). A Motivated Action Theory Account of Goal Orientation. Journal of Applied Psychology, 90(6), 1096-1127. https://doi.org/10.1037/0021-9010.90.6.1096
Dierdorff, E. C., Surface, E. A., & Brown, K. G. (2010). Frame-of-reference training effectiveness: Effects of goal orientation and self-efficacy on affective, cognitive, skill-based, and transfer outcomes. Journal of Applied Psychology, 95(6), 1181. https://doi.org/10.1037/a0020856
Dweck, C. S. (1986). Motivational processes affecting learning. American Psychologist, 41(10), 1040–1048. https://doi.org/10.1037/0003-066X.41.10.1040
Elliot, A. J., & Dweck, C. S. (1988). Goals: An approach to motivation and achievement. Journal of Personality and Social Psychology, 54(1), 5–12. https://doi.org/10.1037/0022-3514.54.1.5
Elliot, A. J., & McGregor, H. A. (2001). A 2 × 2 achievement goal framework. Journal of Personality and Social Psychology, 80(3), 501–519. https://doi.org/10.1037/0022-3514.80.3.501
Erhel, S., & Jamet, E. (2016). The effects of goal-oriented instructions in digital game-based learning. Interactive Learning Environments, 24(8), 1744–1757. https://doi.org/10.1080/10494820.2015.1041409
Evans, J. (2010). A study of the relationship between goal orientation and performance in a military serious game (Doctoral dissertation, University of Central Florida).
Facchino AP, Marchetti D, Colasanti M, Fontanesi L and Verrocchio MC (2025) The use of serious games for psychological education and training: a systematic review. Front. Educ. 10:1511729. doi: 10.3389/feduc.2025.1511729
Fantozzi IC, Schiraldi MM (2025). “Bridging education and industry: university challenges and serious games for professional skill development”. The TQM Journal, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/TQM-12-2024-0511
Garcia-Marquez, C., & Bauer, K. N. (2021). An examination and extension of the theory of gamified learning: The moderating role of goal orientation. Simulation & Gaming, 52(4), 407–434. https://doi.org/10.1177/1046878120958741
Garris, R., Ahlers, R., & Driskell, J. E. (2017). Games, motivation, and learning: A research and practice model. In Simulation in aviation training (pp. 475-501). Routledge.
Girard, C., Ecalle, J. and 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: 207-219. https://doi.org/10.1111/j.1365-2729.2012.00489.x
Hodges, G. W., Flanagan, K., Lee, J., Cohen, A., Krishnan, S., & Ward, C. (2020). A quasi‐experimental study comparing learning gains associated with serious educational gameplay and hands‐on science in elementary classrooms. Journal of Research in Science Teaching, 57(9), 1460-1489. https://doi.org/10.1002/tea.21661
Hornberger, B., & Rangu, S. (2020) Designing Inclusion and Exclusion Criteria. 3–13. https://repository.upenn.edu/crp/1
Kaplan, A., & Maehr, M. L. (2007). The contributions and prospects of goal orientation theory. Educational psychology review, 19(2), 141-184. https://doi.org/10.1007/s10648-006-9012-5
Karimov, A., Saarela, M., & Kaerkkaeinen, T. (2024). Serious games in science and mathematics education: a scoping umbrella review. International Journal of Serious Games, 11(4), 3-20. https://doi.org/10.17083/ijsg.v11i4.765
KoIb, D.A. 1984. Experiential learning: Experience as the source of learning and development. Englewood CKfB, NJ: Prentice-Hall.
Kolb, A. Y., & Kolb, D. A. (2005). Learning styles and learning spaces: Enhancing experiential learning in higher education. Academy of management learning & education, 4(2), 193-212.
Kolb, A. Y., & Kolb, D. A. (2009). Experiential learning theory: A dynamic, holistic approach to management learning, education and development. The SAGE handbook of management learning, education and development, 7(2), 42-68.
Krath, J., Schürmann, L., & Von Korflesch, H. F. (2021). Revealing the theoretical basis of gamification: A systematic review and analysis of theory in research on gamification, serious games and game-based learning. Computers in human behavior, 125, 106963. https://doi.org/10.1016/j.chb.2021.106963
Lameras, P., Arnab, S., Dunwell, I., Stewart, C., Clarke, S. and Petridis, P. (2017), Essential features of serious games design in higher education: Linking learning attributes to game mechanics. Br J Educ Technol, 48: 972-994. https://doi.org/10.1111/bjet.12467
Liu, S., & Liu, M. (2020). The impact of learner metacognition and goal orientation on problem-solving in a serious game environment. Computers in Human Behavior, 102, 151-165. 10.1016/j.chb.2019.08.021
Luijt, M. (2020). Framing in serious gaming: the effects of initial instruction and prior gaming experience on learning outcomes and motivation (Master’s thesis).
Mayer, R. E. (2019). Thirty years of research on online learning. Applied Cognitive Psychology, 33(2), 152-159.
Meline, T. (2006). Selecting studies for systemic review: Inclusion and exclusion criteria. Contemporary issues in communication science and disorders, 33(Spring), 21-27.
Methley, A.M., Campbell, S., Chew-Graham, C. et al. PICO, PICOS and SPIDER: a comparison study of specificity and sensitivity in three search tools for qualitative systematic reviews. BMC Health Serv Res 14, 579 (2014). https://doi.org/10.1186/s12913-014-0579-0
Michael, D. R., & Chen, S. L. (2005). Serious games: Games that educate, train, and inform. Muska & Lipman/Premier-Trade. 1592006221.
Nietfeld, J. L. (2020). Predicting transfer from a game-based learning environment. Computers & Education, 146, 103780. https://doi.org/10.1016/j.compedu.2019.103780
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., ... & Moher, D. (2021). The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. bmj, 372. https://doi.org/10.1136/bmj.n71
Ratan, R. A., & Ritterfeld, U. (2009). Classifying serious games. In Serious games (pp. 10-24). Routledge.
Ritterfeld, U., Cody, M., & Vorderer, P. (Eds.). (2009). Serious games: Mechanisms and effects. Routledge.
Robins, R. W., & Pals, J. L. (2002). Implicit self-theories in the academic domain: Implications for goal orientation, attributions, affect, and self-esteem change. Self and identity, 1(4), 313-336. https://doi.org/10.1080/15298860290106847
Sanchiz, M., Gimenes, M., & Lambert, E. (2024). Learning With Board Games: Interplay of Context and Students’ Prior Knowledge. Journal of Experimental Education. https://doi.org/10.1080/00220973.2024.2414025
Schuller, B. W., Dunwell, I., Weninger, F., & Paletta, L. (2013). Serious gaming for behavior change: The state of play. IEEE pervasive computing, 12(3), 48-55. 10.1109/MPRV.2013.54
Shaw, R., Bong, J. Y., Sperano, I., & Andruchow, R. (2026). Integration of a digital serious video game into an online first-year post-secondary biology course. Heliyon, 12(5).
Soriano-Sánchez, J. G., López, R. Q., & Rodríguez, D. A. (2026). The Impact of Game-Based Learning on Motivation, Self-Efficacy, and Academic Achievement in the Natural Sciences: A Meta-Analysis. Education Sciences, 16(1), Article 122. https://doi.org/10.3390/educsci16010122
Super, J. F., Betts, T. K., Keller, H., & Humphreys, J. R. (2020). Simulation game outcomes: A multilevel examination of knowledge sharing norms, transactive memory systems, and individual learning goal orientations. Simulation & Gaming, 51(6), 830-858. https://doi.org/10.1177/104687812094325
Susi, T., Johannesson, M., & Backlund, P. (2007). Serious games: An overview.
Syal, S., & Nietfeld, J. L. (2020). The impact of trace data and motivational self-reports in a game-based learning environment. Computers & Education, 157, 103978. https://doi.org/10.1016/j.compedu.2020.103978
Tapingkae, P., Panjaburee, P., Hwang, G. J., & Srisawasdi, N. (2020). Effects of a formative assessment-based contextual gaming approach on students’ digital citizenship behaviours, learning motivations, and perceptions. Computers & Education, 159, 103998. https://doi.org/10.1016/j.compedu.2020.103998
Tene T, Vique López DF, Valverde Aguirre PE, Cabezas Oviedo NI, Vacacela Gomez C and Bellucci S (2025) A systematic review of serious games as tools for STEM education. Front. Educ. 10:1432982. doi: 10.3389/feduc.2025.1432982
VandeWalle, D., Cron, W. L., & Slocum Jr, J. W. (2001). The role of goal orientation following performance feedback. Journal of applied psychology, 86(4), 629.
Vandewalle, D., Nerstad, C. G., & Dysvik, A. (2019). Goal orientation: A review of the miles traveled and the miles to go. Annual Review of Organizational Psychology and Organizational Behavior, 6(1), 115-144. https://doi.org/10.1146/annurev-orgpsych-041015-062547
Veroniki, A. A., Hutton, B., Stevens, A., McKenzie, J. E., Page, M. J., Moher, D., ... & Tricco, A. C. (2025). Update to the PRISMA guidelines for network meta-analyses and scoping reviews and development of guidelines for rapid reviews: a scoping review protocol. JBI evidence synthesis, 23(3), 517-526. https://doi.org/10.11124/JBIES-24-00308
Wong, Y. L., Bothma, T., & Smith, A. (2024). Effects of Meaningful Choices in Serious Games for Meaningful Learning. International Journal of Serious Games, 11(3), 71-87. https://doi.org/10.17083/ijsg.v11i3.745
Yu, Z. G., Gao, M. L., & Wang, L. F. (2021). The Effect of Educational Games on Learning Outcomes, Student Motivation, Engagement and Satisfaction. Journal of Educational Computing Research, 59(3), 522-546, Article 0735633120969214. https://doi.org/10.1177/0735633120969214
Zuhri, S., Hidayat, S., Fadlullah, F., & Adam, S. (2025). The Impact of Educational Games on Learning: Systematic Review of Literature and Field Studies. Al-Tarbawi Al-Haditsah: Jurnal Pendidikan Islam, 10(2), 231-257. https://doi.org/10.24235/tarbawi.v10i2.20045
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