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Overcoming the novelty effect in online gamified learning systems: An empirical evaluation of student engagement and performance

机译:克服在线游戏学习系统中的新颖性效应:对学生参与度和绩效的实证评估

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Learners in the higher education context who engage with computer-based gamified learning systems often experience the novelty effect: a pattern of high activity during the gamified system's introduction followed by a drop in activity a few weeks later, once its novelty has worn off. We applied a two-tiered motivational, online gamified learning system over 2 years to a total number of 333 students. In a mixed methods research design, we used 3-year worth of longitudinal data (333 students for the treatment group and 175 in the control group) to assess students' engagement and performance in that period. Quantitative results established that students engaged and performed better in the gamified condition vis-a-vis the nongamified. Furthermore, students exhibited higher levels of engagement in the second year compared with the first year of the gamified condition. Our qualitative data suggest that students in the second year of the gamified delivery exhibited sustained engagement, overcoming the novelty effect. Thus, our main contribution is in suggesting ways of making the engagement meaningful and useful for the students, thus sustaining their engagement with computer-based gamified learning systems and overcoming the novelty effect.
机译:在高等教育环境中,使用基于计算机的游戏化学习系统的学习者经常会体验到新颖性的影响:在引入游戏化系统的过程中,一种高活动性的模式随之消失,几周后,一旦其新颖性逐渐消失,活动性便有所下降。我们在两年内将两层式激励性在线游戏化学习系统应用于了333名学生。在混合方法研究设计中,我们使用了3年的纵向数据(治疗组333名学生,对照组175名)来评估该时期学生的参与度和表现。定量结果表明,与非游戏化游戏相比,学生在游戏化游戏环境中的表现更好。此外,与游戏化状态的第一年相比,第二年的学生参与度更高。我们的定性数据表明,游戏交付第二年的学生表现出持续的参与感,克服了新颖性的影响。因此,我们的主要贡献在于提出了使参与对学生有意义和有用的方法,从而维持了他们对基于计算机的游戏化学习系统的参与并克服了新颖性的影响。

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