TY - JOUR
T1 - ADPS - A Prescreening Tool for Students With Dyslexia in Learning Traditional Chinese
AU - Fung, Ka Yan
AU - Tang, Kit Yi
AU - Lui, Tze Leung Rick
AU - Sin, Kuen Fung
AU - Lee, Lik Hang
AU - Qu, Huamin
AU - Song, Shenghui
N1 - Funding Information:
This work was supported by the Hong Kong University of Science and Technology Startup Fund under Grant R9249.
Publisher Copyright:
© 2008-2011 IEEE.
PY - 2024/4/2
Y1 - 2024/4/2
N2 - Prescreening children for specific learning disabilities, e.g., dyslexia, is essential for effective intervention. With a quick and reliable prescreening result, special education coordinators (SENCOs) can provide students with early intervention and relieve their learning pressure. Unfortunately, due to the limited resources, many students in Hong Kong receive dyslexia assessments beyond the golden period, i.e., under the age of six. To this end, information technology could establish automatic prescreening tools to address this issue. However, dyslexia prescreening for children learning Chinese is challenging due to the lack of sound-script correlation in Chinese. In this article, an automatic dyslexia prescreening system (ADPS) is developed to provide a quick test to identify at-risk children. Through a two-stage approach, we first develop a gamified tool based on linguistic characteristics and then evaluate the result by a comparison study. Results from a pilot test on 30 students with dyslexia and 32 students without dyslexia indicate that the ADPS can effectively distinguish between two groups of students. Furthermore, the interactive design elements can motivate students to conduct the prescreening independently.
AB - Prescreening children for specific learning disabilities, e.g., dyslexia, is essential for effective intervention. With a quick and reliable prescreening result, special education coordinators (SENCOs) can provide students with early intervention and relieve their learning pressure. Unfortunately, due to the limited resources, many students in Hong Kong receive dyslexia assessments beyond the golden period, i.e., under the age of six. To this end, information technology could establish automatic prescreening tools to address this issue. However, dyslexia prescreening for children learning Chinese is challenging due to the lack of sound-script correlation in Chinese. In this article, an automatic dyslexia prescreening system (ADPS) is developed to provide a quick test to identify at-risk children. Through a two-stage approach, we first develop a gamified tool based on linguistic characteristics and then evaluate the result by a comparison study. Results from a pilot test on 30 students with dyslexia and 32 students without dyslexia indicate that the ADPS can effectively distinguish between two groups of students. Furthermore, the interactive design elements can motivate students to conduct the prescreening independently.
KW - Dyslexia
KW - handwriting (HW)
KW - phonological awareness (PA)
KW - prescreening
KW - Traditional Chinese
KW - vocabulary knowledge (VK)
KW - working memory (WM)
UR - http://www.scopus.com/inward/record.url?scp=85189630921&partnerID=8YFLogxK
U2 - 10.1109/TLT.2024.3384290
DO - 10.1109/TLT.2024.3384290
M3 - Journal article
AN - SCOPUS:85189630921
SN - 1939-1382
VL - 17
SP - 1454
EP - 1470
JO - IEEE Transactions on Learning Technologies
JF - IEEE Transactions on Learning Technologies
ER -