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
[1]   A systematic literature review of software requirements prioritization research [J].
Achimugu, Philip ;
Selamat, Ali ;
Ibrahim, Roliana ;
Mahrin, Mohd Naz'ri .
INFORMATION AND SOFTWARE TECHNOLOGY, 2014, 56 (06) :568-585
[2]   The Effect of Gender and Age on the Factors That Influence Healthy Shopping Habits in E-Commerce [J].
Adaji, Ifeoma ;
Oyibo, Kiemute ;
Vassileva, Julita .
PROCEEDINGS OF THE 26TH CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION (UMAP'18), 2018, :251-255
[3]  
Alomair Y, 2020, 2020 3 INT C COMP AP, P1
[4]   Software engineering research for computer games: A systematic review [J].
Ampatzoglou, Apostolos ;
Stamelos, Ioannis .
INFORMATION AND SOFTWARE TECHNOLOGY, 2010, 52 (09) :888-901
[5]  
Azzi Ibtissam, 2020, Embedded Systems and Artificial Intelligence. Proceedings of ESAI 2019. Advances in Intelligent Systems and Computing (AISC 1076), P463, DOI 10.1007/978-981-15-0947-6_44
[6]   Does gamification improve student learning outcome? Evidence from a meta-analysis and synthesis of qualitative data in educational contexts [J].
Bai, Shurui ;
Hew, Khe Foon ;
Huang, Biyun .
EDUCATIONAL RESEARCH REVIEW, 2020, 30
[7]   Constructing Personal Guiding Theory Using Visual Representation: An Innovative Pedagogical Strategy [J].
Barth, Amy L. .
JOURNAL OF CREATIVITY IN MENTAL HEALTH, 2021, 16 (01) :125-137
[8]  
Bartle R., 1996, Journal of MUD Research, V1, P19
[9]  
Bater C. W., 2011, Proceedings of SilviLaser 2011, 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems, University of Tasmania, Australia, 16-20 October 2011, P1
[10]  
Battistella P E, 2016, BRAZILIAN S COMPUTER, V27, P380