A1 Journal article (refereed)
Game learning analytics for understanding reading skills in transparent writing system (2020)
Niemelä, M., Äyrämö, S., Ronimus, M., Richardson, U., & Lyytinen, H. (2020). Game learning analytics for understanding reading skills in transparent writing system. British Journal of Educational Technology, 51(6), 2376-2390. https://doi.org/10.1111/bjet.12916
JYU authors or editors
Publication details
All authors or editors: Niemelä, Marko, Kärkkäinen, Tommi; Äyrämö, Sami; Ronimus, Miia; Richardson, Ulla; Lyytinen, Heikki
Journal or series: British Journal of Educational Technology
ISSN: 0007-1013
eISSN: 1467-8535
Publication year: 2020
Volume: 51
Issue number: 6
Pages range: 2376-2390
Publisher: Wiley-Blackwell
Publication country: United Kingdom
Publication language: English
DOI: https://doi.org/10.1111/bjet.12916
Publication open access: Not open
Publication channel open access:
Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/67896
Abstract
The obtained profiles were statistically analyzed. For instance, the results revealed one profile consisting of 136 players who had difficulties with connecting most of the target sounds and letters, whereas learners in the other profiles typically had difficulties with specific sound-letter pairs. The results suggest that this profiling method can be useful for identifying children with a risk of reading disability and the proposed approach is a promising new method for analyzing serious game log data.
Keywords: computer-assisted learning; learning difficulties; reading disorders; educational games; serious games
Free keywords: learning analytics; serious games; letter knowledge; reading difficulties; GraphoLearn
Contributing organizations
Related projects
- Competitive funding to strengthen universities’ research profiles. Profiling actions at the JYU, round 3
- Hämäläinen, Keijo
- Research Council of Finland
- STRUCTURE PREDICTION OF HYBRID NANOPARTICLES VIA ARTIFICIAL INTELLIGENCE
- Kärkkäinen, Tommi
- Research Council of Finland
- Technology-enhanced environment for supporting reading development in all learners
- Richardson, Ulla
- Research Council of Finland
- The digital environment, GraphoLearn, for supporting reading
- Richardson, Ulla
- Foundation Botnar
Ministry reporting: Yes
Reporting Year: 2020
JUFO rating: 2