Tailored gamification in education: A literature review and future agenda

被引:120
作者
Oliveira, Wilk [1 ,2 ]
Hamari, Juho [1 ]
Shi, Lei [3 ]
Toda, Armando M. [2 ,3 ]
Rodrigues, Luiz [2 ]
Palomino, Paula T. [2 ]
Isotani, Seiji [2 ]
机构
[1] Tampere Univ, Fac Informat Technol & Commun Sci, Gamificat Grp, Tampere, Finland
[2] Univ Sao Paulo, Inst Math & Comp Sci, Sao Carlos, Brazil
[3] Univ Durham, Dept Comp Sci, Durham, England
基金
巴西圣保罗研究基金会;
关键词
Gamification; Game-based learning; Tailoring; Adaptive learning; Literature review; ADAPTIVE GAMIFICATION; ENGAGEMENT; SYSTEMS;
D O I
10.1007/s10639-022-11122-4
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Gamification has been widely used to design better educational systems aiming to increase students' concentration, motivation, engagement, flow experience, and others positive experiences. With advances in research on gamification in education, over the past few years, many studies have highlighted the need to tailor the gamification design properties to match individual students' needs, characteristics and preferences. Thus, different studies have been conducted to personalize the gamification in education. However, the results are still contradictory and need to be better understood to advance this field. To provide a complete understanding of this research domain, we conducted a systematic literature review to summarize the results and discussions on studies that cover the field of tailored gamified education. Following a systematic process, we analysed 2108 studies and identified 19 studies to answer our research questions. The results indicate that most of the studies only consider students' gamer types to tailor the systems, and most of the experiments do not provide sufficient statistical evidence, especially regarding learning performance using tailored gamified systems. Based on the results, we also provided an agenda with different challenges, opportunities, and research directions to improve the literature on tailored gamification in education. Our study contributes to the field of gamification design in education.
引用
收藏
页码:373 / 406
页数:34
相关论文
共 97 条
[41]   Adaptive Gamification for Learning Environments [J].
Lavoue, Elise ;
Monterrat, Baptiste ;
Desmarais, Michel ;
George, Sebastien .
IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES, 2019, 12 (01) :16-28
[42]   The effect of challenge-based gamification on learning: An experiment in the context of statistics education [J].
Legaki, Nikoletta-Zampeta ;
Xi, Nannan ;
Hamari, Juho ;
Karpouzis, Kostas ;
Assimakopoulos, Vassilios .
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2020, 144 (144)
[43]  
Lei Shi, 2014, Advances in Web-Based Learning - ICWL 2014. 13th International Conference. Proceedings: LNCS 8613, P116, DOI 10.1007/978-3-319-09635-3_12
[44]   A comparison of flipped learning with gamification, traditional learning, and online independent study: the effects on students' mathematics achievement and cognitive engagement [J].
Lo, Chung Kwan ;
Hew, Khe Foon .
INTERACTIVE LEARNING ENVIRONMENTS, 2020, 28 (04) :464-481
[45]  
Lopes Vinicius, 2019, BRAZ S COMP ED, V30, P1032
[46]   Variability in quality attributes of service-based software systems: A systematic literature review [J].
Mahdavi-Hezavehi, Sara ;
Galster, Matthias ;
Avgeriou, Paris .
INFORMATION AND SOFTWARE TECHNOLOGY, 2013, 55 (02) :320-343
[47]  
Majuri J., 2018, CEUR WS, P1
[48]  
Masthoff Judith, 2015, P 20 INT C INT US IN, P439, DOI [10.1145/2678025.2716264, DOI 10.1145/2678025.2716264]
[49]   Micro Design Approach for Gamifying Students' Assignments [J].
Metwally, Ahmed Hosny Saleh ;
Yousef, Ahmed Mohamed Fahmy ;
Wang Yining .
2020 IEEE 20TH INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES (ICALT 2020), 2020, :349-351
[50]  
Monterrat Baptiste, 2014, 6th International Conference on Computer-Supported Education (CSEDU 2014). Proceedings, P117