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The effectiveness of adaptive versus non‐adaptive learning with digital educational games
Author(s) -
Vanbecelaere Stefanie,
Van den Berghe Katrien,
Cornillie Frederik,
Sasanguie Delphine,
Reynvoet Bert,
Depaepe Fien
Publication year - 2020
Publication title -
journal of computer assisted learning
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.583
H-Index - 93
eISSN - 1365-2729
pISSN - 0266-4909
DOI - 10.1111/jcal.12416
Subject(s) - fluency , reading (process) , phonological awareness , psychology , cognition , test (biology) , cognitive psychology , computerized adaptive testing , educational game , adaptive learning , multimedia , mathematics education , developmental psychology , computer science , literacy , pedagogy , linguistics , paleontology , philosophy , neuroscience , biology , psychometrics
Abstract For the training of academic skills, digital educational games with integrated adaptivity are promising. Adaptive games are considered superior to non‐adaptive games, because they constantly assess children's performance, and accordingly adapt the difficulty of the tasks corresponding to the children's individual level. However, empirical evidence with regard to the effectivity of adaptive compared to non‐adaptive games is limited. A study was conducted with 191 children from the third year of Kinder garten who were enrolled in one of three conditions, that is, playing an adaptive version of the reading game (RG), a non‐adaptive version of the RG or training with pen‐and‐paper exercises. In all three conditions, children trained emergent reading (phonological awareness and letter knowledge) once a week for 30 min over a period of 5 weeks. Children's performance on cognitive (phonological awareness, letter knowledge, reading fluency) and non‐cognitive (motivation, self‐concept) factors was assessed. Results revealed a significant improvement in phonological awareness and letter knowledge in all conditions. However, no differences between the conditions were observed with respect to children's improvement on phonological awareness and letter knowledge or on their post‐test scores for reading fluency. With regard to motivation and self‐concept, again, no differences in these non‐cognitive factors were observed across conditions.