Spaced repetition learning games on mobile devices: Foundations and perspectives

Abstract

Purpose

The purposes of this paper are to implement a spaced repetition algorithm into a learning game, analyze the pros and cons of this implementation and make different considerations about designing the game to make the algorithm work in an optimal way. While games offer a promising way of engaging and motivating learners to deal with a certain topic, repetitions foster immersing this topic sustainably. Those repetitions should be done at sophistically determined intervals to maximize learning outcomes.

Design/methodology/approach

The work is implemented as two prototype learning games which use the SM2 algorithm for content selection and repetition scheduling. Based on our findings about user behavior, this study developed an auxiliary algorithm to aid SM2 in the special setting of a learning game. To design the game in a way which supports the spaced repetition approach, this study have analyzed best-practices in this domain and made some considerations for adapting them accordingly.

Findings

An auxiliary algorithm is needed to support the usage of common spaced repetition algorithms in mobile learning games. Best-practices in designing those games need to be to suit the spaced repetitions approach.

Practical implications

This paper shows the benefits of combining learning games with the spaced repetition approach and points out specifics in designing spaced repetition based mobile learning games.

Originality/value

While spaced repetitions are already commonly used with other types of learning, it has yet to be implemented in learning games. This study’s approach shows ways to do this and which considerations have to be made.

Citation

Schimanke, F., Mertens, R. and Vornberger, O. (2014), "Spaced repetition learning games on mobile devices: Foundations and perspectives", Interactive Technology and Smart Education, Vol. 11 No. 3, pp. 201-222. https://doi.org/10.1108/ITSE-07-2014-0017