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Mind Mapping Training’s Effects on Reading Ability: Detection Based on Eye Tracking Sensors
As a reading comprehension strategy, mind mapping has a positive influence on the development of students’ reading ability. However, how mind mapping affects reading ability has not been well documented. In this study, we used eye tracking sensors to explore mind mapping’s effects on reading ability...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7472315/ https://www.ncbi.nlm.nih.gov/pubmed/32784791 http://dx.doi.org/10.3390/s20164422 |
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author | Liu, Ting Yuizono, Takaya |
author_facet | Liu, Ting Yuizono, Takaya |
author_sort | Liu, Ting |
collection | PubMed |
description | As a reading comprehension strategy, mind mapping has a positive influence on the development of students’ reading ability. However, how mind mapping affects reading ability has not been well documented. In this study, we used eye tracking sensors to explore mind mapping’s effects on reading ability. The participants were foreign language learning university students in Dalian city, China. One group received foreign language reading teaching integrated with mind mapping training (experimental group), and the other group received regular foreign language reading teaching (control group). We analyzed eye movement indicators, including fixation-related indicators (number of fixations, fixation frequency, and mean fixation duration), regression count, saccade amplitude, and pupil diameter. In addition, the analysis of heat maps and fixation trajectory maps, which are specific tool for visualization of eye movement data and intuitive analysis of reading process, were explained. The results show that the number of fixations, fixation frequency, mean fixation duration, and regression count in the experimental group were all lower than in the control group, and the pupil diameter was larger than in the control group. The heat map and fixation trajectory map show convergence, mostly focusing on the position of keywords and key sentences, with relatively large saccade amplitude and more information obtained by one gaze. Moreover, they had a higher skipping reading rate, which enhanced reading speed to obtain information accurately and quickly. These empirical results indicate that mind mapping training was an effective method for improving students’ reading ability. |
format | Online Article Text |
id | pubmed-7472315 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74723152020-09-04 Mind Mapping Training’s Effects on Reading Ability: Detection Based on Eye Tracking Sensors Liu, Ting Yuizono, Takaya Sensors (Basel) Letter As a reading comprehension strategy, mind mapping has a positive influence on the development of students’ reading ability. However, how mind mapping affects reading ability has not been well documented. In this study, we used eye tracking sensors to explore mind mapping’s effects on reading ability. The participants were foreign language learning university students in Dalian city, China. One group received foreign language reading teaching integrated with mind mapping training (experimental group), and the other group received regular foreign language reading teaching (control group). We analyzed eye movement indicators, including fixation-related indicators (number of fixations, fixation frequency, and mean fixation duration), regression count, saccade amplitude, and pupil diameter. In addition, the analysis of heat maps and fixation trajectory maps, which are specific tool for visualization of eye movement data and intuitive analysis of reading process, were explained. The results show that the number of fixations, fixation frequency, mean fixation duration, and regression count in the experimental group were all lower than in the control group, and the pupil diameter was larger than in the control group. The heat map and fixation trajectory map show convergence, mostly focusing on the position of keywords and key sentences, with relatively large saccade amplitude and more information obtained by one gaze. Moreover, they had a higher skipping reading rate, which enhanced reading speed to obtain information accurately and quickly. These empirical results indicate that mind mapping training was an effective method for improving students’ reading ability. MDPI 2020-08-07 /pmc/articles/PMC7472315/ /pubmed/32784791 http://dx.doi.org/10.3390/s20164422 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Letter Liu, Ting Yuizono, Takaya Mind Mapping Training’s Effects on Reading Ability: Detection Based on Eye Tracking Sensors |
title | Mind Mapping Training’s Effects on Reading Ability: Detection Based on Eye Tracking Sensors |
title_full | Mind Mapping Training’s Effects on Reading Ability: Detection Based on Eye Tracking Sensors |
title_fullStr | Mind Mapping Training’s Effects on Reading Ability: Detection Based on Eye Tracking Sensors |
title_full_unstemmed | Mind Mapping Training’s Effects on Reading Ability: Detection Based on Eye Tracking Sensors |
title_short | Mind Mapping Training’s Effects on Reading Ability: Detection Based on Eye Tracking Sensors |
title_sort | mind mapping training’s effects on reading ability: detection based on eye tracking sensors |
topic | Letter |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7472315/ https://www.ncbi.nlm.nih.gov/pubmed/32784791 http://dx.doi.org/10.3390/s20164422 |
work_keys_str_mv | AT liuting mindmappingtrainingseffectsonreadingabilitydetectionbasedoneyetrackingsensors AT yuizonotakaya mindmappingtrainingseffectsonreadingabilitydetectionbasedoneyetrackingsensors |