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Computer-Based Development of Reading Skills to Reduce Dropout in Uncertain Times

An adequate level of reading comprehension is a prerequisite for successful learning. Numerous studies have shown that without a solid foundation, there can be severe difficulties in later learning and that failure in the first years of schooling can determine attitudes to learning. In the present s...

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Autores principales: Szili, Katalin, Kiss, Renáta, Csapó, Benő, Molnár, Gyöngyvér
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590063/
https://www.ncbi.nlm.nih.gov/pubmed/36278611
http://dx.doi.org/10.3390/jintelligence10040089
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author Szili, Katalin
Kiss, Renáta
Csapó, Benő
Molnár, Gyöngyvér
author_facet Szili, Katalin
Kiss, Renáta
Csapó, Benő
Molnár, Gyöngyvér
author_sort Szili, Katalin
collection PubMed
description An adequate level of reading comprehension is a prerequisite for successful learning. Numerous studies have shown that without a solid foundation, there can be severe difficulties in later learning and that failure in the first years of schooling can determine attitudes to learning. In the present study, we present the effect size of an online game-based training program implemented on eDia. The primary goals of the development program are to develop fluency in reading and reading comprehension in Grades 3–4. The content of the program has been developed in accordance with the national core curriculum and the textbooks based on it. Therefore, it can be integrated into both classroom-based lessons and extracurricular activities outside of class. The quasiexperimental research involved 276 students. Propensity score matching was used in examining the effect size of the development program to increase the validity of the results. Through the training program, the development of students in the intervention group accelerated greatly (d = .51), which proved to be even higher in the lowest and average skill groups (d(1) = 1.81; d(2) = .92) as well as in the disadvantaged student group (d = .72). Latent-change analyses confirmed the sensitivity, relevance, and importance of developing comprehension at 9–10 years of age and the generalizability of the results (χ(2) = 421.5; df = 272; p < .05; CFI = .950; TLI = .945; RMSEA = .045 (CI: .036, .153). The study provided evidence that a well-designed online training program is suitable for developing comprehension and overcoming disadvantages, even without the presence of the teacher outside the classroom.
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spelling pubmed-95900632022-10-25 Computer-Based Development of Reading Skills to Reduce Dropout in Uncertain Times Szili, Katalin Kiss, Renáta Csapó, Benő Molnár, Gyöngyvér J Intell Article An adequate level of reading comprehension is a prerequisite for successful learning. Numerous studies have shown that without a solid foundation, there can be severe difficulties in later learning and that failure in the first years of schooling can determine attitudes to learning. In the present study, we present the effect size of an online game-based training program implemented on eDia. The primary goals of the development program are to develop fluency in reading and reading comprehension in Grades 3–4. The content of the program has been developed in accordance with the national core curriculum and the textbooks based on it. Therefore, it can be integrated into both classroom-based lessons and extracurricular activities outside of class. The quasiexperimental research involved 276 students. Propensity score matching was used in examining the effect size of the development program to increase the validity of the results. Through the training program, the development of students in the intervention group accelerated greatly (d = .51), which proved to be even higher in the lowest and average skill groups (d(1) = 1.81; d(2) = .92) as well as in the disadvantaged student group (d = .72). Latent-change analyses confirmed the sensitivity, relevance, and importance of developing comprehension at 9–10 years of age and the generalizability of the results (χ(2) = 421.5; df = 272; p < .05; CFI = .950; TLI = .945; RMSEA = .045 (CI: .036, .153). The study provided evidence that a well-designed online training program is suitable for developing comprehension and overcoming disadvantages, even without the presence of the teacher outside the classroom. MDPI 2022-10-21 /pmc/articles/PMC9590063/ /pubmed/36278611 http://dx.doi.org/10.3390/jintelligence10040089 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Szili, Katalin
Kiss, Renáta
Csapó, Benő
Molnár, Gyöngyvér
Computer-Based Development of Reading Skills to Reduce Dropout in Uncertain Times
title Computer-Based Development of Reading Skills to Reduce Dropout in Uncertain Times
title_full Computer-Based Development of Reading Skills to Reduce Dropout in Uncertain Times
title_fullStr Computer-Based Development of Reading Skills to Reduce Dropout in Uncertain Times
title_full_unstemmed Computer-Based Development of Reading Skills to Reduce Dropout in Uncertain Times
title_short Computer-Based Development of Reading Skills to Reduce Dropout in Uncertain Times
title_sort computer-based development of reading skills to reduce dropout in uncertain times
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590063/
https://www.ncbi.nlm.nih.gov/pubmed/36278611
http://dx.doi.org/10.3390/jintelligence10040089
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