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Early diagnosis of the learning disabilities in kids using a computer game-based solution

书写困难 学习障碍 计算障碍 诵读困难 心理学 严肃的游戏 发展心理学 医学教育 医学 多媒体 阅读(过程) 计算机科学 政治学 法学
作者
Nadeesha Samarasinghe,A. H. M. G. B Abeyasinghe
出处
期刊:Disability and Rehabilitation: Assistive Technology [Taylor & Francis]
卷期号:18 (8): 1310-1318 被引量:2
标识
DOI:10.1080/17483107.2021.2003454
摘要

Learning disabilities or learning disorders are umbrella terms used for wide variety of learning problems like Dyslexia, Dyscalculia, Dysgraphia, and Dyspraxia. These disabilities are due to the neurological disorders which affects brain functions. Early diagnosis of these disabilities in kids from age 3 to 6 will help to start early medical treatments and get them back to the normal condition.we developed a software-based Learning Disability Evaluation Kit called YALU with computer Game Modules for kids targeting their learning disabilities. These Computer game-based modules of the YALU consist of different tasks for the different age levels to identify the symptoms of the disabilities mentioned above. The children's interaction results to each task of the game modules with the answers of the questioner about the children given by the parents will be evaluated with the threshold values given by a panel of consultant psychologist and paediatrician of the normal kids to identify the learning disabilities in kids aged 3-6 years. The result will be given to the respective parties and uploaded to the Website under the child's name.YALU has been tested using 50 students in age 3-5 in three preschools. The teachers have identified Fourteen students with some learning disability symptoms. Using YALU, twelve out of fourteen students had been clearly identified. Hence, the YALU Evaluation Kit to have an accuracy 85% in diagnosing the right disability. However, the accuracy could be increased with the accurate assessments of the parents about their kids.IMPLICATIONS FOR REHABILITATIONLearning disabilities are neurological disorders that affect the brain's ability to receive, process, store, respond to and communicate information; and there are four types (Dyslexia, Dyspraxia, Dysgraphia and Dyscalculia)In this paper, we present the extracted computational techniques targeting the Dyslexia, Dyspraxia, Dysgraphia and Dyscalculia and developed a software application (YALU Learning Disability Evaluation Kit) which consists of computer game modules for the kids for evaluation their learning disabilities.The developed game modules can screen the learning disabilities and these gamification modules (YALU) consists of tasks which are based on symptoms of the said disabilities. The outcomes of each module is evaluated these learning disabilities in kids age from 3 years to 6 years by analysing children's interactions to the each tasks, the child condition and then compare the result with the threshold values of the normal kids given by consultant psychologist and paediatrician.

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