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Measuring the tilt and slant of Chinese handwriting in primary school students: A computerized approach

BACKGROUND: “Horizontal strokes should be level and vertical strokes should be straight” is a common guideline in the teaching of Chinese handwriting. Measuring deviations in level horizontal and straight vertical strokes in students’ Chinese handwriting is usually assessed manually. However, this t...

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Autores principales: Li, Monica M. Q., Leung, Howard, Li, Tim M. H., Li-Tsang, Cecilia W. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6827900/
https://www.ncbi.nlm.nih.gov/pubmed/31682616
http://dx.doi.org/10.1371/journal.pone.0223485
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author Li, Monica M. Q.
Leung, Howard
Li, Tim M. H.
Li-Tsang, Cecilia W. P.
author_facet Li, Monica M. Q.
Leung, Howard
Li, Tim M. H.
Li-Tsang, Cecilia W. P.
author_sort Li, Monica M. Q.
collection PubMed
description BACKGROUND: “Horizontal strokes should be level and vertical strokes should be straight” is a common guideline in the teaching of Chinese handwriting. Measuring deviations in level horizontal and straight vertical strokes in students’ Chinese handwriting is usually assessed manually. However, this task is time-consuming and may have inconsistent outcomes when judged by different people. In this paper, we aim to formulate a method to automatically evaluate the tilt and slant degrees of students’ Chinese handwriting using digital handwriting tablets. Furthermore, we analyze the relationship between the tilt and slant features of students’ Chinese handwriting and other demographic and handwriting features. METHODS: Five hundred and ninety-one primary school students from grades 1 to 6 were recruited in Hong Kong. Before the assessment, a grid paper was attached to a digital handwriting tablet. The participants were then asked to copy 90 Chinese characters from a template to the grid paper. Their handwriting processes were recorded as two-dimensional points and then analyzed. The tilt and slant of the students’ handwriting were calculated based on the inclination level of their horizontal and vertical strokes. Linear regressions between slant/tilt degree of the manuscripts and other handwriting features were performed. The students’ demographic information was also explored. RESULTS: Slant was found to be significantly correlated to Gender (p < 0.001) and tilt×standard deviation of pen pressure (p < 0.001). Tilt was found to be significantly correlated to ground time (p < 0.001), slant (p < 0.001) and slant×special education need (p = 0.021). CONCLUSIONS: Our results demonstrate the relationship between slant, tilt and Chinese handwriting performance in primary school children. Slant and tilt can be adopted as an indicator in students’ special education need diagnosis, as tilt level in the students’ Chinese handwriting was related to ground time and slant× special education need, while slant is related to tilt×standard deviation of pen pressure and female students. These findings may also inspire ways to increase special education need students’ writing speed.
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spelling pubmed-68279002019-11-12 Measuring the tilt and slant of Chinese handwriting in primary school students: A computerized approach Li, Monica M. Q. Leung, Howard Li, Tim M. H. Li-Tsang, Cecilia W. P. PLoS One Research Article BACKGROUND: “Horizontal strokes should be level and vertical strokes should be straight” is a common guideline in the teaching of Chinese handwriting. Measuring deviations in level horizontal and straight vertical strokes in students’ Chinese handwriting is usually assessed manually. However, this task is time-consuming and may have inconsistent outcomes when judged by different people. In this paper, we aim to formulate a method to automatically evaluate the tilt and slant degrees of students’ Chinese handwriting using digital handwriting tablets. Furthermore, we analyze the relationship between the tilt and slant features of students’ Chinese handwriting and other demographic and handwriting features. METHODS: Five hundred and ninety-one primary school students from grades 1 to 6 were recruited in Hong Kong. Before the assessment, a grid paper was attached to a digital handwriting tablet. The participants were then asked to copy 90 Chinese characters from a template to the grid paper. Their handwriting processes were recorded as two-dimensional points and then analyzed. The tilt and slant of the students’ handwriting were calculated based on the inclination level of their horizontal and vertical strokes. Linear regressions between slant/tilt degree of the manuscripts and other handwriting features were performed. The students’ demographic information was also explored. RESULTS: Slant was found to be significantly correlated to Gender (p < 0.001) and tilt×standard deviation of pen pressure (p < 0.001). Tilt was found to be significantly correlated to ground time (p < 0.001), slant (p < 0.001) and slant×special education need (p = 0.021). CONCLUSIONS: Our results demonstrate the relationship between slant, tilt and Chinese handwriting performance in primary school children. Slant and tilt can be adopted as an indicator in students’ special education need diagnosis, as tilt level in the students’ Chinese handwriting was related to ground time and slant× special education need, while slant is related to tilt×standard deviation of pen pressure and female students. These findings may also inspire ways to increase special education need students’ writing speed. Public Library of Science 2019-11-04 /pmc/articles/PMC6827900/ /pubmed/31682616 http://dx.doi.org/10.1371/journal.pone.0223485 Text en © 2019 Li et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Li, Monica M. Q.
Leung, Howard
Li, Tim M. H.
Li-Tsang, Cecilia W. P.
Measuring the tilt and slant of Chinese handwriting in primary school students: A computerized approach
title Measuring the tilt and slant of Chinese handwriting in primary school students: A computerized approach
title_full Measuring the tilt and slant of Chinese handwriting in primary school students: A computerized approach
title_fullStr Measuring the tilt and slant of Chinese handwriting in primary school students: A computerized approach
title_full_unstemmed Measuring the tilt and slant of Chinese handwriting in primary school students: A computerized approach
title_short Measuring the tilt and slant of Chinese handwriting in primary school students: A computerized approach
title_sort measuring the tilt and slant of chinese handwriting in primary school students: a computerized approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6827900/
https://www.ncbi.nlm.nih.gov/pubmed/31682616
http://dx.doi.org/10.1371/journal.pone.0223485
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