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Abstract

In educational settings, game-based pedagogy (GBP) includes different types of instructional approaches to improve the learning experience, but there are few comprehensive analyses comparing these instructional approaches. Therefore, in order to better explore the impact of GBP on different aspects of learners, this study attempts to synthesize the empirical research that has been published in the past 10 years on game-based learning (GBL) or gamification, revealing the consistencies and inconsistencies between the different studies. This three-level meta-analysis integrated data from 1,029 effect sizes from 193 randomized or quasi-randomized trials to assess the effect of GBP on learning outcomes. This study employs a multilevel meta-analysis method for data analysis. In the three-level meta-analysis model, the sampling variance of the observed effect sizes was set to level 1, the variance between effect sizes within the same study was set to level 2, and the between-study variance was set to level 3. Statistical analyses used instructional approaches as the independent variable, learning outcomes as the dependent variable, and learning domains, learning stages, and intervention durations as moderating variables. The results of the study showed that game-based learning had a high positive effect on learning outcomes (d = 0.871) and gamification had a medium positive effect on learning outcomes (d = 0.754). Significant moderating effects were observed for learning domains, intervention durations, and learning stages. These findings provide valuable guidance for the design and application of GBP and emphasize the need to consider moderating factors in educational practice.

Keywords

game-based pedagogy game-based learning gamification three-level meta-analysis learning outcomes

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References

*Afonso

M. V. R.

Lopes

R. B.

Andrade

E. F.

Pereira

L. J.

(2024). Game-based learning enhances students’ understanding of endocrine physiology in veterinary medicine. Advances in Physiology Education, 48(2), 155–163. https://doi.org/10.1152/advan.00182.2023

*Agbo

F. J.

Oyelere

S. S.

Suhonen

Tukiainen

(2023). Design, development, and evaluation of a virtual reality game-based application to support computational thinking. Educational Technology Research and Development, 71(2), 505–537. https://doi.org/10.1007/s11423-022-10161-5

*Aguiniga

A. M.

Phillips

Howard

M. L.

(2024). Effect of Choose-Your-Own-Adventure (CYOA) activities on pharmacy student knowledge. American Journal of Pharmaceutical Education, 88(10), Article 101284. https://doi.org/10.1016/j.ajpe.2024.101284

*Ahmad

Zeeshan

Marriam

Samreen

Ahmed

(2021). Does one size fit all? Investigating the effect of group size and gamification on learners’ behaviors in higher education. Journal of Computing in Higher Education, 33, 296–327. https://doi.org/10.1007/s12528-020-09266-8

*Ahmad

Zeshan

Khan

M. S.

Marriam

Ali

Samreen

(2020). The impact of gamification on learning outcomes of computer science majors. ACM Transactions on Computing Education (TOCE), 20(2), 1–25. https://doi.org/10.1145/3383456

*ain

N. U.

Khan

R. A.

Iqbal

(2026). Unlocking the potential: Evaluating the impact of online gamified and non-gamified assessment tools on academic performance, motivation, engagement and satisfaction in undergraduate medical education. Innovations in Education and Teaching International, 63, 208–222. https://doi.org/10.1080/14703297.2024.2439472

*All

Plovie

Castellar

E. P. N.

Van Looy

(2017). Pre-test influences on the effectiveness of digital-game based learning: A case study of a fire safety game. Computers & Education, 114, 24–37. https://doi.org/10.1016/j.compedu.2017.05.018

*Amzalag

Kadusi

Peretz

(2024). Enhancing academic achievement and engagement through digital game-based learning: An empirical study on middle school students. Journal of Educational Computing Research, 62(5), 989–1013. https://doi.org/10.1177/07356331241236937

*Areed

M. F.

Amasha

M. A.

Abougalala

R. A.

Alkhalaf

Khairy

(2021). Developing gamification e-quizzes based on an android app: The impact of asynchronous form. Education and Information Technologies, 26, 4857–4878. https://doi.org/10.1007/s10639-021-10469-4

10.

*Arztmann

Domínguez Alfaro

J. L.

Hornstra

Jeuring

Kester

(2024). In-game performance: The role of students’ socio-economic status, self-efficacy and situational interest in an augmented reality game. British Journal of Educational Technology, 55(2), 484–498. https://doi.org/10.1111/bjet.13395

11.

*Aslan

Durham

L. M.

Alyuz

Chierichetti

Denman

P. A.

Okur

Gonzalez Aguirre

D. I.

Zamora Esquivel

J. C.

Maruri

H. A. C.

Sharma

Raffa

Mayer

R. E.

Nachman

(2024). What is the impact of a multi-modal pedagogical conversational AI system on parents’ concerns about technology use by young children? British Journal of Educational Technology, 55(4), 1625–1650. https://doi.org/10.1111/bjet.13399

12.

*Badajos

S. J.

Obsioma

T. K. E.

Tungal

T. T. W.

Walag

A. M. P.

(2023). Go carb deck: A card game for teaching classification of simple monosaccharides. Journal of Chemical Education, 100(12), 4619–4624. https://doi.org/10.1021/acs.jchemed.3c00595

13.

Bai

Hew

K. F.

Huang

. (2020). Does gamification improve student learning outcome? Evidence from a meta-analysis and synthesis of qualitative data in educational contexts. Educational Research Review, 30, 100322. https://doi.org/10.1016/j.edurev.2020.100322

14.

*Bakker

van den Heuvel-Panhuizen

Robitzsch

(2016). Effects of mathematics computer games on special education students’ multiplicative reasoning ability. British Journal of Educational Technology, 47(4), 633–648. https://doi.org/10.1111/bjet.12249

15.

*Barros

Carvalho

A. A.

Salgueiro

(2020). The effect of the serious game Tempoly on learning arithmetic polynomial operations. Education and Information Technologies, 25, 1497–1509. https://doi.org/10.1007/s10639-019-09990-4

16.

*Benzon

H. G. R.

Alomia

R. L. M.

Lacsamana

M. S.

Ramirez

H. J. M.

(2025). Chemistry mobile game-based app: Investigating its effect on students’ self-regulation, self-efficacy, and conceptual understanding. Innovations in Education and Teaching International, 64, 1409–1423. https://doi.org/10.1080/14703297.2024.2391043

17.

*Bhatia

Le Diagon

Langlois

William

Prado

Gardes

M. L.

(2023). Impact of a game-based intervention on fraction learning for fifth-grade students: A pre-registered randomized controlled study. Journal of Computer Assisted Learning, 39(1), 49–62. https://doi.org/10.1111/jcal.12726

18.

Borenstein

Hedges

Higgins

Rothstein

(2013). Comprehensive meta-analysis version 3 [Computer software]. Biostat.

19.

*Bräuer

Mazarakis

(2022). “Alexa, can we design gamification without a screen?”-Implementing cooperative and competitive audio-gamification for intelligent virtual assistants. Computers in Human Behavior, 135, Article 107362. https://doi.org/10.1016/j.chb.2022.107362

20.

*Brezovszky

McMullen

Veermans

Hannula-Sormunen

M. M.

Rodríguez-Aflecht

Pongsakdi

Laakkonen

Lehtinen

(2019). Effects of a mathematics game-based learning environment on primary school students’ adaptive number knowledge. Computers & Education, 128, 63–74. https://doi.org/10.1016/j.compedu.2018.09.011

21.

Broach

V. C.

Page

T. J.

Wilson

R. D.

(1995). Television programming and its influence on viewers’ perceptions of commercials: The role of program arousal and pleasantness. Journal of Advertising, 24(4), 45–54. https://doi.org/10.1080/00913367.1995.10673488

22.

*Camacho-Sánchez

Serna Bardavío

Rillo-Albert

Lavega-Burgués

(2024). Enhancing motivation and academic performance through gamified digital game-based learning methodology using the ARCS model. Interactive Learning Environments, 32, 6868–6885. https://doi.org/10.1080/10494820.2023.2294762

23.

*Çelik

H. C.

(2020). The effect of modelling, collaborative and game-based learning on the geometry success of third-grade students. Education and Information Technologies, 25(1), 449–469. https://doi.org/10.1007/s10639-019-09983-3

24.

*Chang

C. H. S.

Chen

C. Y.

Kuo

C. C.

Hou

H. T.

(2024). The design and evaluation of a multi-scaffolding game-based career education teaching module with mobile technology for high school students with mild intellectual disabilities. Educational Technology & Society, 27(4), 90–108. https://doi.org/10.30191/ETS.202410_27(4).RP06

25.

*Chang

C. S.

Chung

C. H.

Chang

J. A.

(2020). Influence of problem-based learning games on effective computer programming learning in higher education. Educational Technology Research and Development, 68, 2615–2634. https://doi.org/10.1007/s11423-020-09784-3

26.

*Chang

C. Y.

Chung

M. H.

Yang

J. C.

(2022). Facilitating nursing students’ skill training in distance education via online game-based learning with the watch-summarize-question approach during the COVID-19 pandemic: A quasi-experimental study. Nurse Education Today, 109, Article 105256. https://doi.org/10.1016/j.nedt.2021.105256

27.

*Chang

C. Y.

Jen

H. J.

Yang

J. C.

(2024). Integrating scenario game-based learning with the experiential learning strategy to facilitate nursing students’ learning performance and core competencies in labor support training. Interactive Learning Environments, 32, 1–16. https://doi.org/10.1080/10494820.2024.2308092

28.

*Chang

C. Y.

Kao

C. H.

Hwang

G. J.

Lin

F. H.

(2020). From experiencing to critical thinking: A contextual game-based learning approach to improving nursing students’ performance in electrocardiogram training. Educational Technology Research and Development, 68, 1225–1245. https://doi.org/10.1007/s11423-019-09723-x

29.

Chang

C. Y.

Setiani

Yang

J. C

. (2025). An escape room-based computer-supported collaborative learning approach to enhancing students’ learning achievement, collaboration awareness, learning motivation and problem-solving skills. Journal of Educational Computing Research, 63(2), 496–524. https://doi.org/10.1177/07356331241302513

30.

*Chang

Y. Y.

Chao

L. F.

Chang

Lin

C. M.

Lee

Y. H.

Latimer

Chung

M. L.

(2024). Impact of an immersive virtual reality simulator education program on nursing students’ intravenous injection administration: A mixed methods study. Nurse Education Today, 132, Article 106002. https://doi.org/10.1016/j.nedt.2023.106002

31.

*Chen

C. H.

(2020). Impacts of augmented reality and a digital game on students’ science learning with reflection prompts in multimedia learning. Educational Technology Research and Development, 68(6), 3057–3076. https://doi.org/10.1007/s11423-020-09834-w

32.

*Chen

C. H.

Law

Chen

W. Y.

(2018). The effects of peer competition-based science learning game on secondary students’ performance, achievement goals, and perceived ability. Interactive Learning Environments, 26(2), 235–244. https://doi.org/10.1080/10494820.2017.1300776

33.

*Chen

C. H.

Liu

G. Z.

Hwang

G. J.

(2016). Interaction between gaming and multistage guiding strategies on students’ field trip mobile learning performance and motivation. British Journal of Educational Technology, 47(6), 1032–1050. https://doi.org/10.1111/bjet.12270

34.

*Chen

C. H.

Syu

J. Y.

(2024). Effects of integrating a role-playing game into a virtual reality-based learning approach on students’ perceptions of immersion, self-efficacy, learning motivation and achievements. British Journal of Educational Technology, 55, 2339–2356. https://doi.org/10.1111/bjet.13436

35.

*Chen

C. M.

M. C.

Chen

T. C.

(2020). A web-based collaborative reading annotation system with gamification mechanisms to improve reading performance. Computers & Education, 144, Article 103697. https://doi.org/10.1016/j.compedu.2019.103697

36.

*Chen

C. M.

Ming-Chaun

Kuo

C. P.

(2023). A game-based learning system based on octalysis gamification framework to promote employees’ Japanese learning. Computers & Education, 205, Article 104899. https://doi.org/10.1016/j.compedu.2023.104899

37.

*Chen

Liu

Zhu

Tai

Zhang

Wang

(2023). The effect of an escape room game on college nursing students’ learning attitude and game flow experiences in teaching safe medication care for the elderly: An intervention educational study. BMC Medical Education, 23(1), 945. https://doi.org/10.1186/s12909-023-04961-3

38.

*Chen

H. J. H.

Hsu

H. L.

(2020). The impact of a serious game on vocabulary and content learning. Computer Assisted Language Learning, 33(7), 811–832. https://doi.org/10.1080/09588221.2019.1593197

39.

*Chen

H. L.

Chuang

Y. C.

(2021). The effects of digital storytelling games on high school students’ critical thinking skills. Journal of Computer Assisted Learning, 37(1), 265–274. https://doi.org/10.1111/jcal.12487

40.

*Chen

H. L.

C. T.

(2023). A digital role-playing game for learning: Effects on critical thinking and motivation. Interactive Learning Environments, 31(5), 3018–3030. https://doi.org/10.1080/10494820.2021.1916765

41.

*Chen

H. L.

Yohannes

Hung

N. L.

(2024). Effects of escape room game-based civics education on junior high school students’ learning motivation, critical thinking and flow experience. British Journal of Educational Technology, 56(3), 1170–1190. https://doi.org/10.1111/bjet.13519

42.

*Chen

M. F.

Chen

Y. C.

Zuo

P. Y.

Hou

H. T.

(2023). Design and evaluation of a remote synchronous gamified mathematics teaching activity that integrates multi-representational scaffolding and a mind tool for gamified learning. Education and Information Technologies, 28(10), 13207–13233. https://doi.org/10.1007/s10639-023-11708-6

43.

*Chen

M. Y.

Tang

J. T.

(2023). Developing a digital game for excel skills learning in higher education-a comparative study analyzing differences in learning between digital games and textbook learning. Education and Information Technologies, 28(4), 4143–4172. https://doi.org/10.1007/s10639-022-11335-7

44.

*Chen

Jamiatul Husnaini

Chen

J. J.

(2020). Effects of games on students’ emotions of learning science and achievement in chemistry. International Journal of Science Education, 42(13), 2224–2245. https://doi.org/10.1080/09500693.2020.1817607

45.

*Chen

S. W.

Yang

C. H.

Huang

K. S.

S. L.

(2019). Digital games for learning energy conservation: A study of impacts on motivation, attention, and learning outcomes. Innovations in Education and Teaching International, 56(1), 66–76. https://doi.org/10.1080/14703297.2017.1348960

46.

*Chen

(2023). The effect of using a game-based translation learning app on enhancing college EFL learners’ motivation and learning experience. Education and Information Technologies, 28(1), 255–282. https://doi.org/10.1007/s10639-022-11174-6

47.

*Chen

Y. C.

Hou

H. T.

(2025). Design of a digital gamified learning activity for relationship education with conceptual scaffolding and reflective scaffolding. The Asia-Pacific Education Researcher, 34, 237–251. https://doi.org/10.1007/s40299-024-00849-y

48.

*Chen

Y. C.

Hwang

G. J.

Lai

C. L.

(2024). Motivating students to become self-regulatory learners: A gamified mobile self-regulated learning approach. Education and Information Technologies, 29, 15533–15556. https://doi.org/10.1007/s10639-024-12462-z

49.

*Chen

Z. H.

Chen

H. H. J.

Dai

W. J.

(2018). Using narrative-based contextual games to enhance language learning: A case study. Journal of Educational Technology & Society, 21(3), 186–198. http://www.jstor.org/stable/26458517

50.

*Cheng

M. T.

Lin

Y. W.

She

H. C.

(2015). Learning through playing Virtual Age: Exploring the interactions among student concept learning, gaming performance, in-game behaviors, and the use of in-game characters. Computers & Education, 86, 18–29. https://doi.org/10.1016/j.compedu.2015.03.007

51.

*Chien

C. C.

Y. T.

Hou

H. T.

(2024). Integrating immersive scenes and interactive contextual clue scaffolding into decision-making analysis ability training game. Journal of Educational Computing Research, 62(1), 376–405. https://doi.org/10.1177/07356331231205058

52.

*Chiu

F. Y.

Hsieh

M. L.

(2017). Role-playing game based assessment to fractional concept in second grade mathematics. Eurasia Journal of Mathematics, Science and Technology Education, 13(4), 1075–1083. https://doi.org/10.12973/eurasia.2017.00659a

53.

*Chou

Y. S.

Hou

H. T.

Chang

K. E.

(2024). Analysis of learning effectiveness and behavioral patterns of cognitive scaffolding and collaborative problem-solving processes in a historical educational game. Education and Information Technologies, 29(10), 12911–12941. https://doi.org/10.1007/s10639-023-12387-z

54.

*Chou

Y. S.

Hou

H. T.

Chang

K. E.

C. L.

(2023). Designing cognitive-based game mechanisms for mobile educational games to promote cognitive thinking: An analysis of flow state and game-based learning behavioral patterns. Interactive Learning Environments, 31(5), 3285–3302. https://doi.org/10.1080/10494820.2021.1926287

55.

*Christopoulos

Mystakidis

Kurczaba

Laakso

M. J.

Stylios

(2024). Is immersion in 3D virtual games associated with mathematical ability improvement in game-based learning? International Journal of Science and Mathematics Education, 22, 1479–1499. https://doi.org/10.1007/s10763-023-10440-4

56.

*Chung-Shing

Yat-Hang

Agnes

F. T. H.

(2020). The effectiveness of online scenario game for ecotourism education from knowledge-attitude-usability dimensions. Journal of Hospitality, Leisure, Sport & Tourism Education, 27, Article 100264. https://doi.org/10.1016/j.jhlste.2020.100264

57.

*Cigdem

Korkusuz

M. E.

Karaçaltı

(2024). Gamified learning: Assessing the influence of leaderboards on online formative quizzes in a computer programming course. Computer Applications in Engineering Education, 32(2), e22697. https://doi.org/10.1002/cae.22697

58.

*Cigdem

Ozturk

Karabacak

Atik

Gürkan

Aldemir

M. H.

(2024). Unlocking student engagement and achievement: The impact of leaderboard gamification in online formative assessment for engineering education. Education and Information Technologies, 29, 24835–24860. https://doi.org/10.1007/s10639-024-12845-2

59.

Cohen

J. D.

(1988). Statistical power analysis for the behavioral sciences. Lawrence Erlbaum Associates.

60.

*Craig

Barry

H. E.

Carter

Stark

Mitchell

Clarke

Wilson

C. B.

(2024). Evaluation of a dementia awareness game for health professions students in Northern Ireland: A pre-/post-test study. BMC Medical Education, 24(1), 677. https://doi.org/10.1186/s12909-024-05656-z

61.

Csikszentmihalyi

Csikzentmihaly

(1990). Flow: The psychology of optimal experience (Vol. 1990, p. 1). Harper & Row.

62.

*Dabbous

Sakr

Safwan

Akel

Malaeb

Rahal

Kawtharani

(2023). Instructional educational games in pharmacy experiential education: A quasi-experimental assessment of learning outcomes, students’ engagement and motivation. BMC Medical Education, 23(1), 753. https://doi.org/10.1186/s12909-023-04742-y

63.

Dai

W. A.

Xing

Q. W.

(2025). Gamified learning impact: A meta-analysis of game element combinations on students’ learning outcomes. Educational Technology Research and Development, 73, 2617–2643. https://doi.org/10.1007/s11423-025-10493-y

64.

*Daliranfirouz

Amiryousefi

Geld

Ansari

D. N.

(2024). Gamified-flipped English classes and L2 learners’ achievement and perceptions. Innovation in language learning and teaching, 19, 481–495. https://doi.org/10.1080/17501229.2024.2374356

65.

*Darban

Kwak

D. H. A.

Deng

S. L.

Srite

Lee

(2016). Antecedents and consequences of perceived knowledge update in the context of an ERP simulation game: A multi-level perspective. Computers & Education, 103, 87–98. https://doi.org/10.1016/j.compedu.2016.09.011

66.

*de

Puente

(2024). Unveiling sociopolitical complexities through educational gaming: The sociopolis experience in Barranquilla’s schools. Interactive Learning Environments, 32, 7677–7691. https://doi.org/10.1080/10494820.2024.2331632

67.

*De Santo

Farah

J. C.

Martínez

M. L.

Moro

Bergram

Purohit

A. K.

Felber

Gillet

Holzer

. (2022). Promoting computational thinking skills in non-computer-science students: Gamifying computational notebooks to increase student engagement. IEEE Transactions on Learning Technologies, 15(3), 392–405. https://doi.org/10.1109/TLT.2022.3180588

68.

*De-Marcos

Garcia-Lopez

Garcia-Cabot

(2016). On the effectiveness of game-like and social approaches in learning: Comparing educational gaming, gamification & social networking. Computers & Education, 95, 99–113. https://doi.org/10.1016/j.compedu.2015.12.008

69.

*Dicks

Romanelli

(2019). Impact of novel active-learning approaches through iBooks and gamification in a reformatted pharmacy course. American Journal of Pharmaceutical Education, 83(3), 6606. https://doi.org/10.5688/ajpe6606

70.

*Do

Sanford

Roseff

Hovaguimian

Besche

Fischer

(2023). Gamified versus non-gamified online educational modules for teaching clinical laboratory medicine to first-year medical students at a large allopathic medical school in the United States. BMC Medical Education, 23(1), 959. https://doi.org/10.1186/s12909-023-04951-5

71.

*Drissi

Chefrour

Boussaha

Zarzour

(2024). Exploring the effects of personalized recommendations on student’s motivation and learning achievement in gamified mobile learning framework. Education and Information Technologies, 29, 15463–15500. https://doi.org/10.1007/s10639-024-12477-6

72.

Durrani

U. K.

Al Naymat

Ayoubi

R. M.

Kamal

M. M.

Hussain

. (2022). Gamified flipped classroom versus traditional classroom learning: Which approach is more efficient in business education?. The International Journal of Management Education, 20(1), 100595. https://doi.org/10.1016/j.ijme.2021.100595

73.

*Dziob

(2020). Board game in physics classes—A proposal for a new method of student assessment. Research in Science Education, 50(3), 845–862. https://doi.org/10.1007/s11165-018-9714-y

74.

Elsom

Westacott

Stieler-Hunt

Glencross

Rutter

(2023). Finding resources, finding friends: Using an alternate reality game for orientation and socialisation in a university enabling program. Interactive Learning Environments, 31(5), 2635–2649. https://doi.org/10.1080/10494820.2021.1894181

75.

*Eltahir

M. E.

Alsalhi

N. R.

Al-Qatawneh

AlQudah

H. A.

Jaradat

(2021). The impact of game-based learning (GBL) on students’ motivation, engagement and academic performance on an Arabic language grammar course in higher education. Education and Information Technologies, 26, 3251–3278. https://doi.org/10.1007/s10639-020-10396-w

76.

*Es-Sajjade

Paas

(2020). Educational theories and computer game design: Lessons from an experiment in elementary mathematics education. Educational Technology Research and Development, 68(5), 2685–2703. https://doi.org/10.1007/s11423-020-09799-w

77.

Franco

Malhotra

Simonovits

(2014). Publication bias in the social sciences: Unlocking the file drawer. Science, 345(6203), 1502–1505. https://doi.org/10.1126/science.1255484

78.

*Garcia-Cabot

Garcia-Lopez

Caro-Alvaro

Gutierrez-Martinez

J. M.

de-Marcos

(2020). Measuring the effects on learning performance and engagement with a gamified social platform in an MSc program. Computer Applications in Engineering Education, 28(1), 207–223. https://doi.org/10.1002/cae.22186

79.

*Gauthier

Corrin

Jenkinson

(2015). Exploring the influence of game design on learning and voluntary use in an online vascular anatomy study aid. Computer Education, 87, 24–34. https://doi.org/10.1016/j.compedu.2015.03.017

80.

*Gauthier

Jenkinson

(2018). Designing productively negative experiences with serious game mechanics: Qualitative analysis of game-play and game design in a randomized trial. Computers & Education, 127, 66–89. https://doi.org/10.1016/j.compedu.2018.08.017

81.

*Ge

Z. G.

(2018). The impact of a forfeit-or-prize gamified teaching on e-learners’ learning performance. Computers & Education, 126, 143–152. https://doi.org/10.1016/j.compedu.2018.07.009

82.

Gee

J. P.

(2003). What video games have to teach us about learning and literacy. Computers in entertainment (CIE), 1(1), 20–20. https://doi.org/10.1145/950566.950595

83.

Giannakoulas

Xinogalos

(2024). Studying the effects of educational games on cultivating computational thinking skills to primary school students: A systematic literature review. Journal of Computers in Education. 11, 1283–1325. https://doi.org/10.1007/s40692-023-00300-z

84.

*Gong

Qiao

(2024). Enhancing computational thinking and spatial reasoning skills in gamification programming learning: A comparative study of tangible, block and paper-and-pencil tools. British Journal of Educational Technology, 56, 80–102. https://doi.org/10.1111/bjet.13482

85.

Gui

Cai

Yang

Kong

Fan

Tai

R. H.

(2023). Effectiveness of digital educational game and game design in STEM learning: A meta-analytic review. International Journal of STEM Education, 10(1), 36. https://doi.org/10.1186/s40594-023-00424-9

86.

Guzsvinecz

Szűcs

(2023). Length and sentiment analysis of reviews about top-level video game genres on the steam platform. Computers in Human Behavior, 149, Article 107955. https://doi.org/10.1016/j.chb.2023.107955

87.

Hamari

Koivisto

Sarsa

(2014, January 6–9). Does gamification work? A literature review of empirical studies on gamification [Conference session]. 47th Hawaii international Conference on system sciences (HICSS) (pp. 3025–3024), Waikoloa, HI. IEEE. https://doi.org/10.1109/HICSS.2014.377

88.

Hamari

Shernoff

D. J.

Rowe

Coller

Asbell-Clarke

Edwards

(2016). Challenging games help students learn: An empirical study on engagement, flow and immersion in game-based learning. Computers in human behavior, 54, 170–179. https://doi.org/10.1016/j.chb.2015.07.045

89.

Hanus

M. D.

Fox

(2015). Assessing the effects of gamification in the classroom: A longitudinal study on intrinsic motivation, social comparison, satisfaction, effort, and academic performance. Computers & Education, 80, 152–161. https://doi.org/10.1016/j.compedu.2014.08.019

90.

*Hare

Tang

Ferguson

(2024). An intelligent serious game for digital logic education to enhance student learning. IEEE Transactions on Education, 67, 387–394. https://doi.org/10.1109/TE.2024.3359001

91.

Hedges

L. V.

(1981). Distribution theory for Glass’s estimator of effect size and related estimators. Journal of Educational Statistics, 6(2), 107–128. https://doi.org/10.3102/10769986006002107

92.

Hedges

L. V.

Olkin

(1985). Statistical methods for meta-analysis. Academic press.

93.

*Hong

J. C.

Hwang

M. Y.

Tai

K. H.

Lin

P. H.

Lin

P. C.

(2020). Learning progress in a Chinese order of stroke game: The effects of intrinsic cognitive load and gameplay interest mediated by flow experience. Journal of Educational Computing Research, 58(4), 842–862. https://doi.org/10.1177/0735633119881471

94.

Hong

Saab

Admiraal

(2024). Approaches and game elements used to tailor digital gamification for learning: A systematic literature review. Computers & Education, 212, Article 105000. https://doi.org/10.1016/j.compedu.2024.105000

95.

*Hooshyar

Ahmad

R. B.

Yousefi

Fathi

Horng

S. J.

Lim

(2016). Applying an online game-based formative assessment in a flowchart-based intelligent tutoring system for improving problem-solving skills. Computers & Education, 94, 18–36. https://doi.org/10.1016/j.compedu.2015.10.013

96.

Houben

Van Den Noortgate

Kuppens

(2015). The relation between short-term emotion dynamics and psychological well-being: A meta-analysis. Psychological Bulletin, 141, 901–930. https://doi.org/10.1037/a0038822

97.

*Hsiao

H. S.

Chen

J. C.

(2016). Using a gesture interactive game-based learning approach to improve preschool children’s learning performance and motor skills. Computers & Education, 95, 151–162. https://doi.org/10.1016/j.compedu.2016.01.005

98.

*Hsiao

H. S.

Chen

J. C.

Chen

J. H.

Chien

Y. H.

Chang

C. P.

Chung

G. H.

(2023). A study on the effects of using gamification with the 6E model on high school students’ computer programming self-efficacy, IoT knowledge, hands-on skills, and behavioral patterns. Educational Technology Research and Development, 71(4), 1821–1849. https://doi.org/10.1007/s11423-023-10216-1

99.

*Hsiao

K. L.

Huang

T. C.

Chen

M. Y.

Chiang

N. T.

(2018). Understanding the behavioral intention to play Austronesian learning games: From the perspectives of learning outcome, service quality, and hedonic value. Interactive Learning Environments, 26(3), 372–385. https://doi.org/10.1080/10494820.2017.1333011

100.

*Hsieh

H. W.

C. S.

Tsai

C. C.

Liao

Y. C.

Chen

P. Y.

Tseng

H. L.

Huang

M. Z.

Chen

M. F.

(2023). Comparing the effectiveness of board game-based and drill-based education programs in improving Taiwanese nurses’ fire safety knowledge, attitudes, and behavior: A quasi-experimental study. Nurse Education Today, 129, Article 105919. https://doi.org/10.1016/j.nedt.2023.105919

101.

*Hsu

C. C.

Wang

T. I.

(2018). Applying game mechanics and student-generated questions to an online puzzle-based game learning system to promote algorithmic thinking skills. Computers & Education, 121, 73–88. https://doi.org/10.1016/j.compedu.2018.02.002

102.

*Hsu

M. E.

Cheng

M. T.

(2021). Immersion experiences and behavioural patterns in game-based learning. British Journal of Educational Technology, 52(5), 1981–1999. https://doi.org/10.1111/bjet.13093

103.

*Hu

Y. H.

Liao

B. K.

Hsieh

C. L.

(2024). Effectiveness of a gamified learning analytics dashboard with coregulation mechanism for self-regulated learning in college ethics courses. Interactive Learning Environments, 32, 6628–6644. https://doi.org/10.1080/10494820.2023.2277741

104.

Huang

Ritzhaupt

A. D.

Sommer

Zhu

Stephen

Valle

Hampton

(2020). The impact of gamification in educational settings on student learning outcomes: A meta-analysis. Educational Technology Research and Development, 68, 1875–1901. https://doi.org/10.1007/s11423-020-09807-z

105.

*Huang

Y. M.

Silitonga

L. M.

T. T.

(2022). Applying a business simulation game in a flipped classroom to enhance engagement, learning achievement, and higher-order thinking skills. Computers & Education, 183, Article 104494. https://doi.org/10.1016/j.compedu.2022.104494

106.

Huber

S. E.

Cortez

Kiili

Lindstedt

Ninaus

(2023). Game elements enhance engagement and mitigate attrition in online learning tasks. Computers in Human Behavior, 149, Article 107948. https://doi.org/10.1016/j.chb.2023.107948

107.

*Hung

H. T.

Yeh

H. C.

(2023). Augmented-reality-enhanced game-based learning in flipped English classrooms: Effects on students’ creative thinking and vocabulary acquisition. Journal of Computer Assisted Learning, 39(6), 1786–1800. https://doi.org/10.1111/jcal.12839

108.

*Hwang

G. J.

Chang

C. Y.

(2023). Facilitating decision-making performances in nursing treatments: A contextual digital game-based flipped learning approach. Interactive Learning Environments, 31(1), 156–171. https://doi.org/10.1080/10494820.2020.1765391

109.

*Hwang

G. J.

Chiu

L. Y.

Chen

C. H.

(2015). A contextual game-based learning approach to improving students’ inquiry-based learning performance in social studies courses. Computers & Education, 81, 13–25. https://doi.org/10.1016/j.compedu.2014.09.006

110.

*Hwang

G. J.

Chiu

M. C.

Hsia

L. H.

Chu

H. C.

(2023). Promoting art appreciation performances and behaviors in effective and joyful contexts: A two-tier test-based digital gaming approach. Computers & Education, 194, Article 104706. https://doi.org/10.1016/j.compedu.2022.104706

111.

*Imran

(2023). An empirical investigation of the different levels of gamification in an introductory programming course. Journal of Educational Computing Research, 61(4), 847–874. https://doi.org/10.1177/07356331221144074

112.

*Ishizuka

Shikino

Kasai

Hoshina

Miura

Tsukamoto

Yamauchi

Ito

Ikusaka

(2023). The influence of Gamification on medical students’ diagnostic decision making and awareness of medical cost: A mixed-method study. BMC Medical Education, 23(1), 813. https://doi.org/10.1186/s12909-023-04808-x

113.

*Janakiraman

Watson

S. L.

Watson

W. R.

Newby

(2021). Effectiveness of digital games in producing environmentally friendly attitudes and behaviors: A mixed methods study. Computers & Education, 160, Article 104043. https://doi.org/10.1016/j.compedu.2020.104043

114.

*Jiménez-Hernández

E. M.

Oktaba

Díaz-Barriga

Piattini

(2020). Using web-based gamified software to learn Boolean algebra simplification in a blended learning setting. Computer Applications in Engineering Education, 28(6), 1591–1611. https://doi.org/10.1002/cae.22335

115.

*Jones

Blanton

J. E.

Williams

R. E.

(2023). Science to practice: Does gamification enhance intrinsic motivation? Active Learning in Higher Education, 24(3), 273–289. https://doi.org/10.1177/14697874211066882

116.

Karakoç

Eryılmaz

Turan Özpolat

Yıldırım

. (2022). The effect of game-based learning on student achievement: A meta-analysis study. Technology, Knowledge and Learning, 27(1), 207–222. https://doi.org/10.1007/s10758-020-09471-5

117.

Katsaliaki

Mustafee

(2015). Edutainment for sustainable development: A survey of games in the field. Simulation & Gaming, 46(6), 647–672. https://doi.org/10.1177/1046878114552166

118.

*Kaya

O. S.

Ercag

(2023). The impact of applying challenge-based gamification program on students’ learning outcomes: Academic achievement, motivation and flow. Education and Information Technologies, 28(8), 10053–10078. https://doi.org/10.1007/s10639-023-11585-z

119.

*Ke

Dai

C. P.

West

(2024). Mathematical experience in game-based problem-solving. Journal of Computer Assisted Learning, 40(3), 1083–1097. https://doi.org/10.1111/jcal.12938

120.

Khaldi

Bouzidi

Nader

(2023). Gamification of e-learning in higher education: A systematic literature review. Smart Learning Environments, 10(1), 10. https://doi.org/10.1186/s40561-023-00227-z

121.

*Khaledi

Ghafouri

Anboohi

S. Z.

Nasiri

Ta’atizadeh

(2024). Comparison of gamification and role-playing education on nursing students’ cardiopulmonary resuscitation self-efficacy. BMC Medical Education, 24(1), 231. https://doi.org/10.1186/s12909-024-05230-7

122.

*Kolić-Vehovec

Smojver-Ažić

Martinac Dorčić

Rončević Zubković

(2020). Evaluation of serious game for changing students’ behaviour in bullying situation. Journal of Computer Assisted Learning, 36(3), 323–334. https://doi.org/10.1111/jcal.12402

123.

*Kuznetcova

Glassman

Tilak

Wen

Evans

Pelfrey

Lin

T. J.

(2023). Using a mobile virtual reality and computer game to improve visuospatial self-efficacy in middle school students. Computers & Education, 192, Article 104660. https://doi.org/10.1016/j.compedu.2022.104660

124.

Labus

Despotović-Zrakić

Radenković

Bogdanović

Radenković

(2015). Enhancing formal e-learning with edutainment on social networks. Journal of Computer Assisted Learning, 31(6), 592–605. https://doi.org/10.1111/jcal.12108

125.

*Latre-Navarro

Quintas-Hijós

Sáez-Bondía

M. J.

(2024). The combined effects of an anatomy program integrating drawing and gamification on basic psychological needs satisfaction among sport sciences students: Results of a natural experiment. Anatomical Sciences Education, 17(2), 366–378. https://doi.org/10.1002/ase.2358

126.

Lazarevic

Stojanovic

Pisarov

Bojanic

. (2024). Evaluating the impacts of NTC learning system on the motivation of students in learning physics concepts using card-based learning approaches. Journal of Baltic Science Education, 23(2), 331–351. https://doi.org/10.33225/jbse/24.23.331

127.

*Lee

B. W.

Lee

M. K.

Fredendall

(2022). Response to relative performance feedback in simulation games. The International Journal of Management Education, 20(3), Article 100698. https://doi.org/10.1016/j.ijme.2022.100698

128.

*Lee

W. C.

Lai

C. L.

(2024). Facilitating mathematical argumentation by gamification: A gamified mobile collaborative learning approach for math courses. International Journal of Science and Mathematics Education, 22, 11–35. https://doi.org/10.1007/s10763-024-10462-6

129.

*Li

C. T.

Hou

H. T.

Lee

L. H.

(2022). Design of a dual-hierarchy scaffolding board game-based learning activity for EFL reading comprehension. Language Teaching Research, 29(6), 2709–2737. https://doi.org/10.1177/13621688221125903

130.

*Li

C. T.

Hou

H. T.

M. C.

Kuo

C. C.

(2022). Comparison of mini-game-based flipped classroom and video-based flipped classroom: An analysis of learning performance, flow and concentration on discussion. The Asia-Pacific Education Researcher, 31, 321–332. https://doi.org/10.1007/s40299-021-00573-x

131.

*Li

(2019). Using game-based training to improve students’ assessment skills and intrinsic motivation in peer assessment. Innovations in Education and Teaching International, 56(4), 423–433. https://doi.org/10.1080/14703297.2018.1511444

132.

Hew

K. F.

(2024). Gamification enhances student intrinsic motivation, perceptions of autonomy and relatedness, but minimal impact on competency: A meta-analysis and systematic review. Educational Technology Research and Development, 72(2), 765–796. https://doi.org/10.1007/s11423-023-10337-7

133.

Shi

(2023). Examining the effectiveness of gamification as a tool promoting teaching and learning in educational settings: A meta-analysis. Frontiers in Psychology, 14, Article 1253549. https://doi.org/10.3389/fpsyg.2023.1253549

134.

(2015). A structural design model and experimental study of educational games incorporating “adaptability”. Journal of Distance Education, 33(2), 7. https://doi.org/10.3969/j.issn.1672-0008.2015.02.013

135.

*Li

(2024). How game-based learning supports the creativity of university students? The context of China. Innovations in Education and Teaching International, 62(3), 823–837.

136.

Yang

Chu

S. K. W.

(2024). How does gamification bring long-term sustainable effects on children’s learning? Implications from a crossover quasi-experimental study. Educational Technology Research and Development, 72, 1357–138. https://doi.org/10.1007/s11423-023-10341-x

137.

Y. B.

Song

J. Y.

Yao

Q. H.

(2019). The effect of gamified learning styles on students’ learning outcomes: A meta-analysis based on 35 experimental and Quasi-experimental studies. e-Education Research, 40(11), 56–62. https://doi.org/10.13811/j.cnki.eer.2019.11.008

138.

*Liao

C. C.

Chang

W. C.

Chan

T. W.

(2018). The effects of participation, performance, and interest in a game-based writing environment. Journal of Computer Assisted Learning, 34(3), 211–222. https://doi.org/10.1111/jcal.12233

139.

*Lin

C. J.

Hwang

G. J.

Q. K.

Cao

Y. H.

(2020). Facilitating EFL students’ English grammar learning performance and behaviors: A contextual gaming approach. Computers & Education, 152, Article 103876. https://doi.org/10.1016/j.compedu.2020.103876

140.

*Liu

C. C.

Lin

Y. Y.

F. Y.

Chang

C. H.

Lin

H. M.

(2024). From readers to players: Exploring student engagement in a gamified metaverse and its effect on reading interest. Education and Information Technologies, 30, 421–447. https://doi.org/10.1007/s10639-024-13068-1

141.

*Liu

G. Z.

Fathi

Rahimi

(2024). Using digital gamification to improve language achievement, foreign language enjoyment, and ideal L2 self: A case of English as a foreign language learners. Journal of Computer Assisted Learning, 40, 1347–1364. https://doi.org/10.1111/jcal.12954

142.

*Lo

C. K.

Hew

K. F.

(2020). A comparison of flipped learning with gamification, traditional learning, and online independent study: The effects on students’ mathematics achievement and cognitive engagement. Interactive Learning Environments, 28(4), 464–481. https://doi.org/10.1080/10494820.2018.1541910

143.

*Manero

Torrente

Serrano

Á.

Martínez-Ortiz

Fernández-Manjón

(2015). Can educational video games increase high school students’ interest in theatre? Computers & Education, 87, 182–191. https://doi.org/10.1016/j.compedu.2015.06.006

144.

Mao

Cui

Chiu

M. M.

Lei

(2022). Effects of game-based learning on students’ critical thinking: A meta-analysis. Journal of Educational Computing Research, 59(8), 1682–1708. https://doi.org/10.1177/07356331211007098

145.

*Marengo

Pagano

Soomro

K. A.

(2024). Serious games to assess university students’ soft skills: Investigating the effectiveness of a gamified assessment prototype. Interactive Learning Environments, 32(10), 6142–6158. https://doi.org/10.1080/10494820.2023.2253849

146.

*Marín

Frez

Cruz-Lemus

Genero

(2018). An empirical investigation on the benefits of gamification in programming courses. ACM Transactions on Computing Education (TOCE), 19(1), 1–22. https://doi.org/10.1145/3231709

147.

*Masoumian Hosseini

Sadat Manzari

Gazerani

Masoumian Hosseini

S. T.

Gazerani

Rohaninasab

. (2023). Can gamified surgical sets improve surgical instrument recognition and student performance retention in the operating room? A multi-institutional experimental crossover study. BMC Medical Education, 23(1), 907. https://doi.org/10.1186/s12909-023-04868-z

148.

Mavridis

Katmada

Tsiatsos

(2017). Impact of online flexible games on students’ attitude towards mathematics. Educational Technology Research and Development, 65, 1451–1470. https://doi.org/10.1007/s11423-017-9522-5

149.

*Mavridis

Tsiatsos

(2017). Game-based assessment: Investigating the impact on test anxiety and exam performance. Journal of Computer Assisted Learning, 33(2), 137–150. https://doi.org/10.1111/jcal.12170

150.

*Mellado

Cubillos

(2024). Gamification improves learning: Experience in a training activity of computer programming in higher education. Journal of Computer Assisted Learning, 40(4), 1959–1973. https://doi.org/10.1111/jcal.13000

151.

*Merino-Campos

del-Castillo

Pascual-Gómez

(2023). Enhancing adolescent reasoning skills through a video game program. Education and Information Technologies, 28(10), 12737–12756. https://doi.org/10.1007/s10639-023-11691-y

152.

Moher

Liberati

Tetzlaff

Altman

D. G.

, & Prisma Group. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Medicine, 6(7), e1000097. https://doi.org/10.1371/journal.pmed.1000097.t001

153.

*Morales-Trujillo

M. E.

García-Mireles

G. A.

(2020). Gamification and SQL: An empirical study on student performance in a database course. ACM Transactions on Computing Education (TOCE), 21(1), 1–29. https://doi.org/10.1145/3427597

154.

*Morris

B. J.

Dragovich

Todaro

Balci

Dalton

(2019). Comparing badges and learning goals in low-and high-stakes learning contexts. Journal of Computing in Higher Education, 31, 573–603. https://doi.org/10.1007/s12528-019-09228-9

155.

*Murillo-Zamorano

L. R.

López Sánchez

J. Á.

Godoy-Caballero

A. L.

Bueno Muñoz

(2021). Gamification and active learning in higher education: Is it possible to match digital society, academia and students’ interests? International Journal of Educational Technology in Higher Education, 18, 1–27. https://doi.org/10.1186/s41239-021-00249-y

156.

*Ng

D. T. K.

Xinyu

Leung

J. K. L.

Chu

S. K. W.

(2024). Fostering students’ AI literacy development through educational games: AI knowledge, affective and cognitive engagement. Journal of Computer Assisted Learning, 40, 2049–2064. https://doi.org/10.1111/jcal.13009

157.

Nousiainen

Vesisenaho

Eskelinen

(2015). “Let’s do this together and see what we can come up with!”: Teachers’ views on applying game-based pedagogy in meaningful ways. eLearning Papers, 2015(44), 74–84. http://urn.fi/URN:NBN:fi:jyu-201510133360

158.

*Oliveira Moreira

T. D.

Passos

C. A.

Matias da Silva

F. R.

Souza Freire

P. M.

Fernandes de Souza

Bosaipo Sales da Silva

C. R.

Goldschmidt

R. R

. (2024). JEDi-a digital educational game to support student training in identifying Portuguese-written fake news: Case studies in high school, undergraduate and graduate scenarios. Education and Information Technologies, 29(10), 11815–11845. https://doi.org/10.1007/s10639-023-12309-z

159.

Oliveira

Pastushenko

Rodrigues

Toda

A. M.

Palomino

P. T.

Hamari

Isotani

(2021). Does gamification affect flow experience? A systematic literature review. arXiv preprint arXiv:2106.09942. https://doi.org/10.48550/arXiv.2106.09942

160.

*Ortiz-Martínez

Santos-Jaen

J. M.

Palacios-Manzano

(2022). Games in the classroom? Analysis of their effects on financial accounting marks in higher education. The International Journal of Management Education, 20(1), Article 100584. https://doi.org/10.1016/j.ijme.2021.100584

161.

Orwin

R. G.

(1983). A fail-safe N for effect size in meta-analysis. Journal of Educational Statistics, 8(2), 157–159. https://doi.org/10.3102/10769986008002157

162.

*Othman

S. Y.

Ghallab

Eltaybani

Mohamed

A. M.

(2024). Effect of using gamification and augmented reality in mechanical ventilation unit of critical care nursing on nurse students’ knowledge, motivation, and self-efficacy: A randomized controlled trial. Nurse Education Today, 142, Article 106329. https://doi.org/10.1016/j.nedt.2024.106329

163.

*Pan

Adams

E. L.

Ketterlin-Geller

L. R.

Larson

E. C.

Clark

(2024). Enhancing middle school students’ computational thinking competency through game-based learning. Educational Technology Research and Development, 72, 3391–3419. https://doi.org/10.1007/s11423-024-10400-x

164.

*Pando Cerra

Fernández Álvarez

Busto Parra

Iglesias Cordera

. (2022). Effects of using game-based learning to improve the academic performance and motivation in engineering studies. Journal of Educational Computing Research, 60(7), 1663–1687. https://doi.org/10.1177/07356331221074022

165.

*Park

Liu

Mun

Y. Y.

Santhanam

(2019). GAMESIT: A gamified system for information technology training. Computers & Education, 142, Article 103643. https://doi.org/10.1016/j.compedu.2019.103643

166.

Pekrun

(2006). The control-value theory of achievement emotions: Assumptions, corollaries, and implications for educational research and practice. Educational Psychology Review, 18, 315–341. https://doi.org/10.1007/s10648-006-9029-9

167.

Pelling

. (2011, August 9). The (short) prehistory of “gamification”…. Funding startups (& other impossibilities). https://nanodome.wordpress.com/2011/08/09/the-short-prehistory-of-gamification/

168.

*Pérez-López

I. J.

Navarro-Mateos

Mora-Gonzalez

(2025). Impact of a digital serious game on emotional variables of students of the master’s degree in teaching. Innovations in Education and Teaching International, 62, 838–850. https://doi.org/10.1080/14703297.2024.2377787

169.

Perttula

Kiili

Lindstedt

Tuomi

(2017). Flow experience in game based learning: A systematic literature review. International Journal of Serious Games, 4(1), 57–72. https://doi.org/10.17083/ijsg.v4i1.151

170.

*Petritis

S. J.

Byrd

K. M.

Schneller

(2022). Hybridization gamified: A mobile app for learning about hybridization. Journal of Chemical Education, 99, 1155–1159. https://doi.org/10.1021/acs.jchemed.1c00890

171.

*Philpott

Son

J. B.

(2022). Leaderboards in an EFL course: Student performance and motivation. Computers & Education, 190, Article 104605. https://doi.org/10.1016/j.compedu.2022.104605

172.

Piaget

(1976). Piaget’s theory. In Inhelder

Chipman

H. H.

Zwingmann

(Eds.), Piaget and his school (pp. 11–23). Springer.

173.

Plass

J. L.

Homer

B. D.

Kinzer

C. K

. (2015). Foundations of game-based learning. Educational Psychologist, 50(4), 258–283. https://doi.org/10.1080/00461520.2015.1122533

174.

Prensky

(2003). Digital game-based learning. Computer Entertainment, 1(1), 21. https://doi.org/10.1145/950566.950596

175.

Putz

L. M.

Hofbauer

Treiblmaier

(2020). Can gamification help to improve education? Findings from a longitudinal study. Computers in Human Behavior, 110, Article 106392. https://doi.org/10.1016/j.chb.2020.106392

176.

*Qiao

Yeung

S. S. S.

Chu

S. K. W.

(2023). Design and evaluation of non-digital gamification to support collaborative morphological analysis. Language Teaching Research. Advance online publication. https://doi.org/10.1177/13621688231161168

177.

*Ramadhana AB

Chen

H. L.

(2023). A commercial off-the-shelf immersive virtual reality game: Its Effect on engineering students. Education and Information Technologies, 28(9), 12319–12335. https://doi.org/10.1007/s10639-023-11701-z

178.

*Ramírez de Arellano Falcón

del Olmo-Muñoz

Cózar-Gutiérrez

González-Calero

J. A.

(2025). Is gamification always productive? A study of the effectiveness of Bebras cards in promoting primary students’ computational thinking skills. Asia Pacific Education Review, 26, 117–131. https://doi.org/10.1007/s12564-023-09905-6

179.

Rapaka

Dharmadhikari

S. C.

Kasat

Mohan

C. R.

Chouhan

Gupta

(2025). Revolutionizing learning: A journey into educational games with immersive and AI technologies. Entertainment Computing, 52, Article 100809. https://doi.org/10.1016/j.entcom.2024.100809

180.

*Recabarren

Corvalán

Villegas

(2023). Exploring the differences between gamer and non-gamer students in the effects of gamification on their motivation and learning. Interactive Learning Environments, 31(6), 3529–3542. https://doi.org/10.1080/10494820.2021.1933543

181.

Riopel

Nenciovici

Potvin

Chastenay

Charland

Sarrasin

J. B.

Masson

(2019). Impact of serious games on science learning achievement compared with more conventional instruction: An overview and a meta-analysis. Studies in Science Education, 55(2), 169–214. https://doi.org/10.1080/03057267.2019.1722420

182.

Rodriguez-Calzada

Paredes-Velasco

Urquiza-Fuentes

(2024). The educational impact of a comprehensive serious game within the university setting: Improving learning and fostering motivation. Heliyon, 10(16), e35608. https://doi.org/10.1016/j.heliyon.2024.e35608

183.

*Rodríguez-Ferrer

J. M.

Manzano-León

García-Roca

(2024). Enhancing classroom climate and emotional intelligence through board games: A mixed-methods case study with Moroccan students of Spanish as a foreign language. Thinking Skills and Creativity, 54, Article 101668. https://doi.org/10.1016/j.tsc.2024.101668

184.

*Roohani

Heidari Vincheh

(2023). Effect of game-based, social media, and classroom-based instruction on the learning of phrasal verbs. Computer Assisted Language Learning, 36(3), 375–399. https://doi.org/10.1080/09588221.2021.1929325

185.

Rosenberg

M. S.

(2007). The file-drawer problem revisited: A general weighted method for calculating fail-safe numbers in meta-analysis. Evolution, 59(2), 464–468. https://doi.org/10.1111/j.00143820.2005.tb01004.x

186.

Rosenthal

(1991). Meta-analysis: A review. Psychosomatic Medicine, 53(3), 247–271. https://doi.org/10.1097/00006842-199105000-00001

187.

Ruiz

J. J. R.

Sanchez

A. D. V.

Figueredo

O. R. B.

(2024). Impact of gamification on school engagement: A systematic review. Frontiers in Education, 9, Article 1466926. https://doi.org/10.3389/feduc.2024.1466926

188.

*Sadan

Lipka

Katzir

(2024). Students’ emotional experiences and learning outcomes during digital vocabulary instruction: Comparing struggling and typical third grade readers. Computer Assisted Language Learning. Advance online publication. https://doi.org/10.1080/09588221.2024.2382452

189.

*Sadeghi

S. H.

(2024). The effect of gamified e-learning on marine ecology education: Insights from Iranian maritime students. Environmental Education Research. Advance online publication. https://doi.org/10.1080/13504622.2024.2415944

190.

*Sailer

Sailer

(2021). Gamification of in-class activities in flipped classroom lectures. British Journal of Educational Technology, 52(1), 75–90. https://doi.org/10.1111/bjet.12948

191.

*Samur

(2019). Kes Sesi: A mobile game designed to improve kindergarteners’ recognition of letter sounds. Journal of Computer Assisted Learning, 35(2), 294–304. https://doi.org/10.1111/jcal.12331

192.

*Sanchez

D. R.

Langer

Kaur

(2020). Gamification in the classroom: Examining the impact of gamified quizzes on student learning. Computers & Education, 144, Article 103666. https://doi.org/10.1016/j.compedu.2019.103666

193.

*Sanina

Kutergina

Balashov

(2020). The Co-Creative approach to digital simulation games in social science education. Computers & Education, 149, Article 103813. https://doi.org/10.1016/j.compedu.2020.103813

194.

*Schultz

Klein

Sucharew

McDonald

DeBlasio

Cooperstein

Poynter

Huggins

Real

F. J.

(2022). The impact of a gamified curriculum using kahoot! on musculoskeletal knowledge and skill acquisition among pediatric residents. Academic Pediatrics, 22(8), 1265–1270. https://doi.org/10.1016/j.acap.2022.02.003

195.

*Schürmann

Quaiser-Pohl

(2022). Digital badges affect need satisfaction but not frustration in males in higher education. Computers & Education, 182, Article 104484. https://doi.org/10.1016/j.compedu.2022.104484

196.

*Seah

E. T. W.

Kaufman

Sauvé

Zhang

(2018). Play, learn, connect: Older adults’ experience with a multiplayer, educational, digital Bingo game. Journal of Educational Computing Research, 56(5), 675–700. https://doi.org/10.1177/0735633117722329

197.

*Slattery

E. J.

Butler

Marshall

Barrett

Hyland

O’Leary

McAvinue

L. P.

(2024). Effectiveness of a minecraft education intervention for improving spatial thinking in primary school children: A mixed methods two-level cluster randomised trial. Learning and Instruction, 94, Article 102003. https://doi.org/10.1016/j.learninstruc.2024.102003

198.

*Song

Y. L.

Foo

L. H.

Ong

M. A. M.

(2023). Exploring gamified learning for inculcating patient safety concepts in dentistry: A mixed-methods study. European Journal of Dental Education, 27(3), 662–678. https://doi.org/10.1111/eje.12853

199.

Spruit

Goos

Weenink

Rodenburg

Niemeyer

Stams

G. J.

Colonnesi

(2020). The relation between attachment and depression in children and adolescents: A multilevel meta-analysis. Clinical Child and Family Psychology Review, 23, 54–69. https://doi.org/10.1007/s1056701900299-9

200.

*Stansbury

J. A.

Earnest

D. R.

(2017). Meaningful gamification in an industrial/organizational psychology course. Teaching of Psychology, 44(1), 38–45. https://doi.org/10.1177/0098628316677645

201.

*Su

Cortés

L. E. P.

Bernier

Yan

Nelson

B. C.

Bowman

C. D. D.

Bowman

C. D.

(2023). Understanding museum visitors’ question-asking through a mobile app. Educational Technology Research and Development, 71(6), 2483–2506. https://doi.org/10.1007/s11423-023-10265-6

202.

*Sun

C. T.

S. H.

Wang

Y. J.

(2015). Effects of commercial video games on cognitive elaboration of physical concepts. Computers & Education, 88, 169–181. https://doi.org/10.1016/j.compedu.2015.05.002

203.

*Sun

Liu

(2024). Effects of gamified python programming on primary school students’ computational thinking skills: A differential analysis of gender. Journal of Educational Computing Research, 62(3), 846–874. https://doi.org/10.1177/07356331231225269

204.

*Sung

H. Y.

Hwang

G. J.

P. H.

Lin

D. Q.

(2018). Facilitating deep-strategy behaviors and positive learning performances in science inquiry activities with a 3D experiential gaming approach. Interactive Learning Environments, 26(8), 1053–1073. https://doi.org/10.1080/10494820.2018.1437049

205.

*Sung

H. Y.

Hwang

G. J.

Yen

Y. F.

(2015). Development of a contextual decision-making game for improving students’ learning performance in a health education course. Computers & Education, 82, 179–190. https://doi.org/10.1016/j.compedu.2014.11.012

206.

*Surapaneni

K. M.

(2024a). “Aquilibria: The battle to balance”—A narrative card and board game on acid-base regulation for first-year medical students. Advances in Physiology Education, 48(2), 171–179. https://doi.org/10.1152/advan.00220.2023

207.

*Surapaneni

K. M.

(2024b). “CARBGAME”(CARd & Board GAmes in Medical Education) as an innovative gamification tool for learning clinical enzymology in biochemistry for first year medical students. Biochemistry and Molecular Biology Education, 52(6), 666–675. https://doi.org/10.1002/bmb.21857

208.

*Surapaneni

K. M.

(2024c). “CARBGAME”(CARd & Board GAmes in Medical Education): A gamification innovation to foster active learning in biochemistry for medical students. Advances in Physiology Education, 48(1), 97–101. https://doi.org/10.1152/advan.00214.2023

209.

*Tadiboyina

V. R.

Deepak

B. B. V. L.

Bisht

D. S.

(2024). Design and evaluation of a gesture interactive alphabet learning digital-game. Education and Information Technologies, 29(11), 13957–13992. https://doi.org/10.1007/s10639-023-12399-9

210.

*Taghipour

Vizeshfar

Zarifsanaiey

(2023). The effect of gamification-based training on the knowledge, attitudes, and academic achievement of male adolescents in preventing substance and internet addiction. BMC Medical Education, 23(1), 860. https://doi.org/10.1186/s12909-023-04858-1

211.

*Tan

J. W.

Chong

D. K. S.

K. B.

Car

L. T.

Mogali

S. R.

(2023). Rehearsal-based digital serious boardgame versus a game-free e-learning tool for anatomical education: Quasi-randomized controlled trial. Anatomical Sciences Education, 16(5), 830–842. https://doi.org/10.1002/ase.2286

212.

*Tang

H. J.

Moser

D. K.

Tang

H. Y. J.

Lin

C. H.

F. W.

(2024). A game-based multimedia application to improve the ability of clinical nurses to perform geriatric care: A randomized controlled trial. Nurse Education Today, 139, Article 106253. https://doi.org/10.1016/j.nedt.2024.106253

213.

*Tapingkae

Panjaburee

Hwang

G. J.

Srisawasdi

(2020). Effects of a formative assessment-based contextual gaming approach on students’ digital citizenship behaviours, learning motivations, and perceptions. Computers & Education, 159, Article 103998. https://doi.org/10.1016/j.compedu.2020.103998

214.

*Tasadduq

Khan

M. S.

Nawab

R. M.

Jamal

M. H.

Chaudhry

M. T.

(2021). Exploring the effects of gamification on students with rote learning background while learning computer programming. Computer Applications in Engineering Education, 29(6), 1871–1891. https://doi.org/10.1002/cae.22428

215.

*Teng

Y. Y.

Chou

W. C.

Cheng

M. T.

(2021). Learning immunology in a game: Learning outcomes, the use of player characters, immersion experiences and visual attention distributions. Journal of Computer Assisted Learning, 37(2), 475–486. https://doi.org/10.1111/jcal.12501

216.

Thornton

Lee

(2000). Publication bias in meta-analysis: Its causes and consequences. Journal of Clinical Epidemiology, 53(2), 207–216. https://doi.org/10.1016/S0895-4356(99)00161-4

217.

*Tsai

C. Y.

Chen

Y. A.

Hsieh

F. P.

Chuang

M. H.

Lin

C. L.

(2024). Effects of a programming course using the GAME model on undergraduates’ self-efficacy and basic programming concepts. Journal of Educational Computing Research, 62(3), 702–724. https://doi.org/10.1177/07356331231206071

218.

*Tsai

C. Y.

Lin

H. S.

Liu

S. C.

(2020). The effect of pedagogical GAME model on students’ PISA scientific competencies. Journal of Computer Assisted Learning, 36(3), 359–369. https://doi.org/10.1111/jcal.12406

219.

*Tsai

F. H.

(2018). The development and evaluation of a computer-simulated science inquiry environment using gamified elements. Journal of Educational Computing Research, 56(1), 3–22. https://doi.org/10.1177/0735633117705646

220.

*Ugur-Erdogmus

Çakır

(2022). Effect of gamified mobile applications and the role of player types on the achievement of students. Journal of Educational Computing Research, 60(4), 1063–1080. https://doi.org/10.1177/07356331211065679

221.

Van Eck

. (2006). Digital game-based learning: It’s not just the digital natives who are restless. Educause Review, 41(2), 16e18.

222.

*Van Roy

Zaman

. (2018). Need-supporting gamification in education: An assessment of motivational effects over time. Computers & Education, 127, 283–297. https://doi.org/10.1016/j.compedu.2018.08.018

223.

Viechtbauer

M. W.

(2015). Package ‘metafor’. The Comprehensive R Archive Network. Package ‘metafor’. http://cran.r-project.org/web/packages/metafor/metafor.pdf

224.

*Wang

J. H.

Chen

S. Y.

Chang

Chan

T. W.

(2016). From integrative to game-based integrative peer response: High ability versus low ability. Journal of Computer Assisted Learning, 32(2), 170–185. https://doi.org/10.1111/jcal.12125

225.

*Wang

J. S.

Gamble

J. H.

Yang

Y. T. C.

(2020). Mobile sensor-based community gaming for improving vocational students’ sleep and academic outcomes. Computers & Education, 151, Article 103812. https://doi.org/10.1016/j.compedu.2020.103812

226.

*Wang

S. Y.

Chang

S. C.

Hwang

G. J.

Chen

P. Y.

(2018). A microworld-based role-playing game development approach to engaging students in interactive, enjoyable, and effective mathematics learning. Interactive Learning Environments, 26(3), 411–423. https://doi.org/10.1080/10494820.2017.1337038

227.

*Wang

Y. H.

(2021). Exploring the effectiveness of adopting anchor-based game learning materials to support flipped classroom activities for senior high school students. Interactive Learning Environments, 29(3), 365–384. https://doi.org/10.1080/10494820.2019.1579238

228.

*Weng

Tran

K. N. P.

Yang

C. C.

Huang

H. I.

Chen

(2024). Can an augmented reality-integrated gamification approach enhance vocational high school students’ learning outcomes and motivation in an electronics course? Education and Information Technologies, 29(4), 4025–4053. https://doi.org/10.1007/s10639-023-11966-4

229.

Werbach

Hunter

Dixon

(2012). For the win: How game thinking can revolutionize your business. Wharton Digital Press.

230.

*Wilkinson

Dafoulas

Garelick

Huyck

(2020). Are quiz-games an effective revision tool in Anatomical Sciences for Higher Education and what do students think of them? British Journal of Educational Technology, 51(3), 761–777. https://doi.org/10.1111/bjet.12883

231.

*Wronowski

Urick

Wilson

A. S.

Thompson

Thomas

Wilson

Elizondo

F. J.

Ralston

(2020). Effect of a serious educational game on academic and affective outcomes for statistics instruction. Journal of Educational Computing Research, 57(8), 2053–2084. https://doi.org/10.1177/0735633118824693

232.

*Wuang

Y. P.

Chiu

Y. H.

Chen

Y. J.

Chen

C. P.

Wang

C. C.

Huang

C. L.

T.M.

W. H.

(2018). Game-Based Auxiliary Training System for improving visual perceptual dysfunction in children with developmental disabilities: A proposed design and evaluation. Computers & Education, 124, 27–36. https://doi.org/10.1016/j.compedu.2018.05.008

233.

*Xiao

(2023). The use of flyswatter game to assist elementary learners’ vocabulary learning: Gamification in TCSOL. International Journal of Applied Linguistics, 33(1), 3–17. https://doi.org/10.1111/ijal.12443

234.

Xiao

Hew

K. F.

(2024). Personalised gamification enhances student participation but produces mixed effects on emotional and cognitive engagements: A systematic review. Interactive Learning Environments, 32(10), 7014–7040. https://doi.org/10.1080/10494820.2023.2299977

235.

G. R.

Xing

Q. W.

(2024). The impact of different combinations of game elements for gamified learning in higher education on student learning outcomes: A multilevel meta-analysis. Studies in Higher Education, 50, 2376–2403|. https://doi.org/10.1080/03075079.2024.2416498

236.

*Yang

Zheng

Chen

J. H.

Zeng

Q. F.

Y. F.

Zheng

X. L.

(2024). The effects of a role-play-based micro-game strategy on students’ computational thinking, learning engagement and learning motivation. Interactive Learning Environments, 32(9), 5678–5698. https://doi.org/10.1080/10494820.2023.2223239

237.

*Yang

J. C.

Quadir

Chen

N. S.

(2016). Effects of the badge mechanism on self-efficacy and learning performance in a game-based English learning environment. Journal of Educational Computing Research, 54(3), 371–394. https://doi.org/10.1177/0735633115620433

238.

Yang

Zhou

(2024). Research trends of game-based language learning in K-12 education: A systematic review of SSCI articles during 2009–2022. Journal of Computer Assisted Learning, 40, 1218–1230. https://doi.org/10.1111/jcal.12944

239.

*Yang

Q. F.

Lian

L. W.

Zhao

J. H.

(2023). Developing a gamified artificial intelligence educational robot to promote learning effectiveness and behavior in laboratory safety courses for undergraduate students. International journal of Educational Technology in Higher Education, 20(1), 18. https://doi.org/10.1186/s41239-023-00391-9

240.

*Yang

S. Y.

Y. H.

(2022). The effects of neonatal resuscitation gamification program using immersive virtual reality: A quasi-experimental study. Nurse Education Today, 117, Artivle 105464. https://doi.org/10.1016/j.nedt.2022.105464

241.

*Yang

Y. T. C.

(2015). Virtual CEOs: A blended approach to digital gaming for enhancing higher order thinking and academic achievement among vocational high school students. Computers & Education, 81, 281–295. https://doi.org/10.1016/j.compedu.2014.10.004

242.

*Ye

Zhou

Yang

Hang

(2023). Serious game design and learning effect verification supporting traditional pattern learning. Interactive Learning Environments, 31(10), 6573–6587. https://doi.org/10.1080/10494820.2022.2042032

243.

*Ye

S. H.

Hsiao

T. Y.

Sun

C. T.

(2018). Using commercial video games in flipped classrooms to support physical concept construction. Journal of computer assisted learning, 34(5), 602–614. https://doi.org/10.1111/jcal.12267

244.

*Yeşilbağ

Korkmaz

Ö.

Çakir

(2020). The effect of educational computer games on students’ academic achievements and attitudes towards English lesson. Education and Information Technologies, 25(6), 5339–5356. https://doi.org/10.1007/s10639-020-10216-1

245.

*Yu

Y. T.

Tsuei

(2023). The effects of digital game-based learning on children’s Chinese language learning, attention and self-efficacy. Interactive Learning Environments, 31(10), 6113–6132. https://doi.org/10.1080/10494820.2022.2028855

246.

*Zainuddin

(2018). Students’ learning performance and perceived motivation in gamified flipped-class instruction. Computers & Education, 126, 75–88. https://doi.org/10.1016/j.compedu.2018.07.003

247.

*Zainuddin

(2024). Integrating ease of use and affordable gamification-based instruction into a remote learning environment. Asia Pacific Education Review, 25(5), 1261–1272. https://doi.org/10.1007/s12564-023-09832-6

248.

*Zeng

Zhou

S. N.

Hong

G. R.

Q. Y.

S. Q.

(2020). Evaluation of interactive game-based learning in physics domain. Journal of Baltic Science Education, 19(3), 484–498. https://doi.org/10.33225/jbse/20.19.484

249.

Zeng

Sun

Looi

C. K.

Fan

A. C. W.

(2024). Exploring the impact of gamification on students’ academic performance: A comprehensive meta-analysis of studies from the year 2008 to 2023. British Journal of Educational Technology, 55, 2478–2502. https://doi.org/10.1111/bjet.13471

250.

Zhan

Tong

Lan

Zhong

(2024). A systematic literature review of game-based learning in Artificial Intelligence education. Interactive Learning Environments, 32(3), 1137–1158. https://doi.org/10.1080/10494820.2022.2115077

251.

Zhao

Muntean

C. H.

Chis

A. E.

Rozinaj

Muntean

G. M

. (2022). Game-based learning: Enhancing student experience, knowledge gain, and usability in higher education programming courses. IEEE Transactions on Education, 65(4), 502–513. https://doi.org/10.1109/TE.2021.3136914

252.

*Zhao

J. H.

Panjaburee

Hwang

G. J.

Wongkia

(2024). Effects of a self-regulated-based gamified virtual reality system on students’ English learning performance and affection. Interactive Learning Environments, 32(9), 5509–5536. https://doi.org/10.1080/10494820.2023.2219702

253.

*Zhao

Hwang

G. J.

Chang

S. C.

Yang

Q. F.

Nokkaew

(2021). Effects of gamified interactive e-books on students’ flipped learning performance, motivation, and meta-cognition tendency in a mathematics course. Educational Technology Research and Development, 69, 3255–3280. https://doi.org/10.1007/s11423-021-10053-0

254.

*Zhao

Zeng

Chen

Huang

Xia

Liang

Wong

Gao

(2025). Effect of theme game-based learning on psychiatric violence risk assessment and response knowledge, skills, and self-confidence of nursing students: A randomized controlled trial. Nurse Education Today, 144, Article 106419. https://doi.org/10.1016/j.nedt.2024.106419

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Exploring the Efficacy of Game-Based Pedagogy: A Three-Level Meta-Analysis of Game-Based Learning and Gamification

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