Abstract
Tablets and computers offer opportunities for learning, but their potential is only as great as the quality of the software they propose. Educational games must not only provide an engaging design, but also be based on principles from cognitive neuroscience and education research, and be evaluated in large-scale classroom tests. Here, we describe ELAN, an adaptive game that supports literacy acquisition through teaching and training phonics. It provides explicit systematic grapheme–phoneme correspondence instruction and reinforces full decoding through reading and spelling practice with 100% decodable text. The game also uses periodical lexical decision tasks to measure the transition from letter-by-letter decoding to fluent word recognition. The software was tested in a randomized control trial in 44 first-grade classrooms (n = 975 French children). Children who used ELAN software during the first term improved relative to two control groups, respectively, using math software or no-tablet “business-as-usual” classrooms. Improvements were significant in reading fluency (one-minute word and pseudo-word reading) and sentence reading comprehension, consistent with the idea that improved decoding can help the child focus on understanding. These results emphasize the importance of early, explicit and systematic phonics training, and provide a new software tool to facilitate it.
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References
Bara, F., & Gentaz, E. (2011). Haptics in teaching handwriting: The role of perceptual and visuo-motor skills. Human Movement Science, 30(4), 745–759. https://doi.org/10.1016/j.humov.2010.05.015.
Bara, F., Gentaz, E., & Colé, P. (2007). Haptics in learning to read with children from low socio-economic status families. British Journal of Developmental Psychology, 25(4), 643–663. https://doi.org/10.1348/026151007X186643.
Bara, F., Gentaz, E., Colé, P., & Sprenger-Charolles, L. (2004). The visuo-haptic and haptic exploration of letters increases the kindergarten-children’s understanding of the alphabetic principle. Cognitive Development, 19(3), 433–449. https://doi.org/10.1016/j.cogdev.2004.05.003.
Bara, F., Morin, M.-F., Alamargot, D., & Bosse, M.-L. (2016). Learning different allographs through handwriting: The impact on letter knowledge and reading acquisition. Learning and Individual Differences, 45, 88–94. https://doi.org/10.1016/j.lindif.2015.11.020.
Bertrand, D., Fluss, J., Billard, C., & Ziegler, J. C. (2010). Efficacité, sensibilité, spécificité: Comparaison de différents tests de lecture, Abstract. L’Année Psychologique,110(2), 299–320. https://doi.org/10.4074/S000350331000206X.
Boles, D. B., & Clifford, J. E. (1989). An upper- and lowercase alphabetic similarity matrix, with derived generation similarity values. Behavior Research Methods, Instruments, & Computers, 21(6), 579–586. https://doi.org/10.3758/BF03210580.
Boyer, N., & Ehri, L. C. (2011). Contribution of phonemic segmentation instruction with letters and articulation pictures to word reading and spelling in beginners. Scientific Studies of Reading,15(5), 440–470. https://doi.org/10.1080/10888438.2010.520778.
Braibant, J. M., & Gerard, F.-M. (1996). Savoir lire: Question(s) de méthodes? Bulletin de psychologie scolaire et d’orientation, 7-45.
Brankaer, C., Ghesquière, P., & Smedt, B. D. (2017). Symbolic magnitude processing in elementary school children: A group administered paper-and-pencil measure (SYMP Test). Behavior Research Methods, 49(4), 1361–1373. https://doi.org/10.3758/s13428-016-0792-3.
Brem, S., Bach, S., Kucian, K., Kujala, J. V., Guttorm, T. K., Martin, E., et al. (2010). Brain sensitivity to print emerges when children learn letter–speech sound correspondences. Proceedings of the National Academy of Sciences United States of America,107(17), 7939–7944. https://doi.org/10.1073/pnas.0904402107.
Carpenter, S. K., Cepeda, N. J., Rohrer, D., Kang, S. H. K., & Pashler, H. (2012). Using spacing to enhance diverse forms of learning: Review of recent research and implications for instruction. Educational Psychology Review, 24(3), 369–378. https://doi.org/10.1007/s10648-012-9205-z.
Castiglioni-Spalten, M. L., & Ehri, L. C. (2003). Phonemic awareness instruction: Contribution of articulatory segmentation to novice beginners’ reading and spelling. Scientific Studies of Reading, 7(1), 25–52. https://doi.org/10.1207/S1532799XSSR0701_03.
Castles, A., Rastle, K., & Nation, K. (2018). Ending the reading wars: Reading acquisition from novice to expert. Psychological Science in the Public Interest,19(1), 5–51. https://doi.org/10.1177/1529100618772271.
Cavalli, E., Duncan, L. G., Elbro, C., Ahmadi, A. E., & Colé, P. (2017). Phonemic—Morphemic dissociation in university students with dyslexia: An index of reading compensation? Annals of Dyslexia,67(1), 63–84. https://doi.org/10.1007/s11881-016-0138-y.
Cepeda, N. J., Pashler, H., Vul, E., Wixted, J. T., & Rohrer, D. (2006). Distributed practice in verbal recall tasks: A review and quantitative synthesis. Psychological Bulletin,132(3), 354–380. https://doi.org/10.1037/0033-2909.132.3.354.
Coltheart, M. (2005). Modeling reading: The dual-route approach. In The science of reading: A handbook (pp. 6–23).
Colzato, L. S., van den Wildenberg, W. P. M., Zmigrod, S., & Hommel, B. (2013). Action video gaming and cognitive control: Playing first person shooter games is associated with improvement in working memory but not action inhibition. Psychological Research Psychologische Forschung,77(2), 234–239. https://doi.org/10.1007/s00426-012-0415-2.
Cunningham, J. W. (2001). The National Reading Panel Report. Reading Research Quarterly,36(3), 326–335. https://doi.org/10.1598/RRQ.36.3.5.
de Graaff, S., Bosman, A. M. T., Hasselman, F., & Verhoeven, L. (2009). Benefits of systematic phonics instruction. Scientific Studies of Reading,13(4), 318–333. https://doi.org/10.1080/10888430903001308.
Dehaene, S., Pegado, F., Braga, L. W., Ventura, P., Filho, G. N., Jobert, A., et al. (2010). How learning to read changes the cortical networks for vision and language. Science,330(6009), 1359–1364. https://doi.org/10.1126/science.1194140.
Dehaene-Lambertz, G., Monzalvo, K., & Dehaene, S. (2018). The emergence of the visual word form: Longitudinal evolution of category-specific ventral visual areas during reading acquisition. PLOS Biology,16(3), e2004103. https://doi.org/10.1371/journal.pbio.2004103.
Deltour, J.-J., & Hupkens, D. (1990). Test de vocabulaire actif et passif pour enfants de 3 à 5 ans—TVAP. Issy-les-Moulineaux: Ed. scientifiques et psychologiques.
Dye, M. W. G., Green, C. S., & Bavelier, D. (2009). Increasing speed of processing with action video games. Current Directions in Psychological Science,18(6), 321–326. https://doi.org/10.1111/j.1467-8721.2009.01660.x.
Ehri, L. C., Nunes, S. R., Stahl, S. A., & Willows, D. M. (2001). Systematic phonics instruction helps students learn to read: Evidence from the national reading panel’s meta-analysis. Review of Educational Research,71(3), 393–447. https://doi.org/10.3102/00346543071003393.
Gentaz, E., Sprenger-Charolles, L., & Theurel, A. (2015). Differences in the predictors of reading comprehension in first graders from low socio-economic status families with either good or poor decoding skills. PLoS ONE,10(3), e0119581. https://doi.org/10.1371/journal.pone.0119581.
Gough, P. B., & Tunmer, W. E. (1986). Decoding, reading, and reading disability. Remedial and Special Education,7(1), 6–10. https://doi.org/10.1177/074193258600700104.
Green, C. S., & Bavelier, D. (2003). Action video game modifies visual selective attention. Nature, 423(6939), 534–537. https://doi.org/10.1038/nature01647.
Green, C. S., & Bavelier, D. (2006). Effect of action video games on the spatial distribution of visuospatial attention. Journal of Experimental Psychology: Human Perception and Performance,32(6), 1465–1478. https://doi.org/10.1037/0096-1523.32.6.1465.
Hoover, W. A., & Gough, P. B. (1990). The simple view of reading. Reading and Writing, 2(2), 127–160. https://doi.org/10.1007/BF00401799.
Kyle, F., Kujala, J., Richardson, U., Lyytinen, H., & Goswami, U. (2013). Assessing the effectiveness of two theoretically motivated computer-assisted reading interventions in the United Kingdom: GG rime and GG phoneme. Reading Research Quarterly,48(1), 61–76. https://doi.org/10.1002/rrq.038.
Lecocq, P. (1996). L’ECoSSe: Une épreuve de compréhension syntaxico-sémantique. Lille: Presses Universitaires du Septentrion.
Lefavrais, P. (2005). Alouette-R. Paris: Test d’analyse de la lecture et de la dyslexie.
Lervåg, A., Hulme, C., & Melby-Lervåg, M. (2018). Unpicking the developmental relationship between oral language skills and reading comprehension: It’s simple, but complex. Child Development,89(5), 1821–1838. https://doi.org/10.1111/cdev.12861.
Lété, B., Sprenger-Charolles, L., & Colé, P. (2004). MANULEX: A grade-level lexical database from French elementary school readers. Behavior Research Methods, Instruments, & Computers, 36(1), 156–166. https://doi.org/10.3758/BF03195560.
Longcamp, M., Zerbato-Poudou, M.-T., & Velay, J.-L. (2005). The influence of writing practice on letter recognition in preschool children: A comparison between handwriting and typing. Acta Psychologica,119(1), 67–79. https://doi.org/10.1016/j.actpsy.2004.10.019.
Lyytinen, H., Ronimus, M., Alanko, A., Poikkeus, A.-M., & Taanila, M. (2007). Early identification of dyslexia and the use of computer game-based practice to support reading acquisition. Nordic Psychology,59(2), 109–126. https://doi.org/10.1027/1901-2276.59.2.109.
Mason, G., McDaniel, H., & Callaway, B. (1974). Relating reading and spelling: A comparison of methods. The Elementary School Journal, 74(6), 381–386. https://doi.org/10.1086/460844.
McCandliss, B., Beck, I. L., Sandak, R., & Perfetti, C. (2003). Focusing attention on decoding for children with poor reading skills: Design and preliminary tests of the word building intervention. Scientific Studies of Reading, 7(1), 75–104. https://doi.org/10.1207/S1532799XSSR0701_05.
Meyer, J., Dentel, L., & Meunier, F. (2013). Speech recognition in natural background noise. PLoS ONE,8(11), e79279. https://doi.org/10.1371/journal.pone.0079279.
Monzalvo, K., & Dehaene-Lambertz, G. (2013). How reading acquisition changes children’s spoken language network. Brain and Language,127(3), 356–365. https://doi.org/10.1016/j.bandl.2013.10.009.
Neuman, S. B., & Roskos, K. A. (1998). Children achieving: Best practices in early literacy. Newark, DE: Order Department, International Reading Association.
New, B., Ferrand, L., Pallier, C., & Brysbaert, M. (2006). Reexamining the word length effect in visual word recognition: New evidence from the English Lexicon Project. Psychonomic Bulletin & Review,13(1), 45–52. https://doi.org/10.3758/BF03193811.
OECD. (2015). Students, computers and learning: Making the connection. PISA. Paris: OECD Publishing. https://doi.org/10.1787/9789264239555-en.
Paulesu, E., McCrory, E., Fazio, F., Menoncello, L., Brunswick, N., Cappa, S. F., et al. (2000). A cultural effect on brain function. Nature Neuroscience,3(1), 91–96. https://doi.org/10.1038/71163.
Pourcin, L., Sprenger-Charolles, L., El Ahmadi, A., & Colé, P. (2016). Reading and related skills in Grades 6, 7, 8 and 9: French normative data from EVALEC. Revue Européenne de Psychologie Appliquée/European Review of Applied Psychology,66(1), 23–37. https://doi.org/10.1016/j.erap.2015.11.002.
Räsänen, P., Salminen, J., Wilson, A. J., Aunio, P., & Dehaene, S. (2009). Computer-assisted intervention for children with low numeracy skills. Cognitive Development,24(4), 450–472. https://doi.org/10.1016/j.cogdev.2009.09.003.
Richardson, U., & Lyytinen, H. (2014). The GraphoGame method: The theoretical and methodological background of the technology-enhanced learning environment for learning to read. Human Technology, 10(1), 39–60. https://doi.org/10.17011/ht/urn.201405281859.
Roland Goigoux, « Apprendre à lire et à écrire au cours préparatoire : enseignements d’une recherche collective », Revue française de pédagogie [En ligne], 196 | 2016, mis en ligne le 30 septembre 2016, consulté le 06 janvier 2020. http://journals.openedition.org/rfp/5069.
Saine, N. L., Lerkkanen, M.-K., Ahonen, T., Tolvanen, A., & Lyytinen, H. (2011). Computer-assisted remedial reading intervention for school beginners at risk for reading disability: Computer-assisted reading intervention. Child Development,82(3), 1013–1028. https://doi.org/10.1111/j.1467-8624.2011.01580.x.
Schacter, J., & Jo, B. (2016). Improving low-income preschoolers mathematics achievement with Math Shelf, a preschool tablet computer curriculum. Computers in Human Behavior,55, 223–229. https://doi.org/10.1016/j.chb.2015.09.013.
Serrano, F., Genard, N., Sucena, A., Defior, S., Alegria, J., Mousty, P., et al. (2011). Variations in reading and spelling acquisition in Portuguese, French and Spanish: A cross-linguistic comparison. Journal of Portuguese Linguistics,10(1), 183–204. https://doi.org/10.5334/jpl.106.
Sirin, S. R. (2005). Socioeconomic status and academic achievement: A meta-analytic review of research. Review of Educational Research,75(3), 417–453. https://doi.org/10.3102/00346543075003417.
Sprenger-Charolles, L., Theurel, A. & Gentaz, E. (2017). Evaluer les capacités de lecture et les capacités reliées chez des enfants de 6-7 ans : Cadre théorique et bilan des études de Gentaz et al. (2013 et 2015). Document edited by FAPSE-UNIGE.
Tallal, P. (2004). Improving language and literacy is a matter of time. Nature Reviews Neuroscience,5(9), 721–728. https://doi.org/10.1038/nrn1499.
Uhry, J. K., & Shepherd, M. J. (1993). Segmentation/spelling instruction as part of a first-grade reading program: Effects on several measures of reading. Reading Research Quarterly,28(3), 219–233. https://doi.org/10.2307/747995.
Vousden, J. I., Ellefson, M. R., Solity, J., & Chater, N. (2011). Simplifying reading: Applying the simplicity principle to reading. Cognitive Science,35(1), 34–78. https://doi.org/10.1111/j.1551-6709.2010.01134.x.
Wilson, A. J., Dehaene, S., Pinel, P., Revkin, S. K., Cohen, L., & Cohen, D. (2006a). Principles underlying the design of “The Number Race”, an adaptive computer game for remediation of dyscalculia. Behavioral and Brain Functions, 2(1), 19. https://doi.org/10.1186/1744-9081-2-19.
Wilson, A. J., Revkin, S. K., Cohen, D., Cohen, L., & Dehaene, S. (2006b). An open trial assessment of “The Number Race”, an adaptive computer game for remediation of dyscalculia. Behavioral and Brain Functions, 2(1), 20. https://doi.org/10.1186/1744-9081-2-20.
Wilson, A. J., Dehaene, S., Dubois, O., & Fayol, M. (2009). Effects of an adaptive game intervention on accessing number sense in low-socioeconomic-status kindergarten children. Mind, Brain & Education,3(4), 224–234. https://doi.org/10.1111/j.1751-228X.2009.01075.x.
Ziegler, J. C., Bertrand, D., Tóth, D., Csépe, V., Reis, A., Faísca, L., et al. (2010). Orthographic depth and its impact on universal predictors of reading: A cross-language investigation. Psychological Science,21(4), 551–559. https://doi.org/10.1177/0956797610363406.
Zoccolotti, P., De Luca, M., Di Pace, E., Gasperini, F., Judica, A., & Spinelli, D. (2005). Word length effect in early reading and in developmental dyslexia. Brain and Language,93(3), 369–373. https://doi.org/10.1016/j.bandl.2004.10.010.
Acknowledgements
Funding for this work was provided by Bpifrance, the public French bank under the mandate of the Government under the Programme Investissement d'Avenir (investing for the future). The authors would like to thank many other people who contributed to this project: Lilliane Sprenger-Charolles, Gaëlle Olivier, Thibault Petit, Stéphanie Philippe, Bruce McCandliss, and Isabelle Denghien. We are exceptionally grateful to our partner the Academy of Poitiers, in particular, Dominique Quéré (Délégué Académique au Numérique), Cedric Couvrat (Délégué académique au numérique Adjoint pour le 1er degré), and the school district team that tested and accompanied the participating classes. A very special thanks to the teachers who participated in this project and their pupils and families.
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We wish to confirm that there are no known conflicts of interest associated with this publication. We also wish to draw the attention of the Editor to the following facts: A ‘Cooperation Accord’ was signed between Manzalab, the labs and the BpiFrance to finance the development and testing of the ELAN software. Manzalab is a private company specializing in serious games, whose role was to develop the software ELAN as a serious game and, if so desired, commercialize the game after testing. The principle roles of the two participating labs were to oversee adherence by the game software to principles from cognitive neuroscience and education research, test game ergonomics and test the ELAN software in a randomized control intervention study. Neither research labs received payment from Manzalab for their involvement in the project, nor are they privy to any financial gain from the dissemination or licensing of the application ELAN. Research in this article was strictly conducted between INSERM and the school district of Poitiers, France. Testers from the school were blind to the intervention and progress made by students, while the researchers in the lab did not participate in testing. Only the ‘global results’ from the student’s groups has been shared with Manzalab. We confirm that we have given due consideration to the protection of intellectual property associated with this work and that there are no impediments to publication, including the timing of publication, with respect to intellectual property. In so doing, we confirm that we have followed the regulations of our institutions concerning intellectual property.
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Potier Watkins, C., Caporal, J., Merville, C. et al. Accelerating reading acquisition and boosting comprehension with a cognitive science-based tablet training. J. Comput. Educ. 7, 183–212 (2020). https://doi.org/10.1007/s40692-019-00152-6
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DOI: https://doi.org/10.1007/s40692-019-00152-6