Stimuli video quantification based on Valence-Arousal Elicitation in children with Autism Spectrum Disorder (ASD)

Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by impaired social communication and repetitive behaviours. Understanding the emotional responses of children with ASD is crucial, especially for early interventions. Therefore, the study aims to validate appropriate sti...

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Main Authors: Rashidan, Mohammad Ariff, Sidek, Shahrul Na'im, Md Yusof, Hazlina, Abd. Hamid, Siti Rafiah, Dzulkarnain, Ahmad Aidil Arafat, Ghazali, Aimi Shazwani, Mohamad Salah, Muhammad Faisal El-Muhammady, Abdul Alim Sidique, Faizanah
Format: Article
Language:English
English
Published: IEEE 2023
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Online Access:http://irep.iium.edu.my/107520/7/107520_Stimuli%20video%20quantification%20based%20on%20Valence-Arousal%20Elicitation.pdf
http://irep.iium.edu.my/107520/13/107520_Stimuli%20video%20quantification%20based%20on%20Valence-Arousal%20Elicitation_SCOPUS.pdf
http://irep.iium.edu.my/107520/
https://ieeexplore.ieee.org/document/10271301
https://doi.org/10.1109/ACCESS.2023.3321962
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Institution: Universiti Islam Antarabangsa Malaysia
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spelling my.iium.irep.1075202023-12-04T03:53:43Z http://irep.iium.edu.my/107520/ Stimuli video quantification based on Valence-Arousal Elicitation in children with Autism Spectrum Disorder (ASD) Rashidan, Mohammad Ariff Sidek, Shahrul Na'im Md Yusof, Hazlina Abd. Hamid, Siti Rafiah Dzulkarnain, Ahmad Aidil Arafat Ghazali, Aimi Shazwani Mohamad Salah, Muhammad Faisal El-Muhammady Abdul Alim Sidique, Faizanah T11.95 Industrial directories Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by impaired social communication and repetitive behaviours. Understanding the emotional responses of children with ASD is crucial, especially for early interventions. Therefore, the study aims to validate appropriate stimuli in video forms that can elicit Autism Spectrum Disorder (ASD) children’s emotions. The study involves 56 children, 28 of whom have ASD, from IDEAS Autism Center in Rawang, Malaysia, aged between five and nine years (M = 6.43, SD = 1.2), and 28 typically developed children (M = 5.65, SD = 2.2) from IIUM Educare, Gombak, Malaysia. The children were presented with 15 stimuli videos that were targeted to elicit five basic emotions, which are happy, sad, fear, anger, and calm. Expert blind coders validate the stimuli to mitigate potential sources of bias and errors in the experiment. The subjects’ responses towards the stimuli videos were mapped onto the valence and arousal emotion model. The study observed that all stimuli were successfully classified into the respective emotion quadrants. The study also discovered that certain video stimuli produce higher intensity in emotion elicitation than others. Significant findings between ASD children’s responses to the stimuli video are extensively discussed. IEEE 2023-10-04 Article PeerReviewed application/pdf en http://irep.iium.edu.my/107520/7/107520_Stimuli%20video%20quantification%20based%20on%20Valence-Arousal%20Elicitation.pdf application/pdf en http://irep.iium.edu.my/107520/13/107520_Stimuli%20video%20quantification%20based%20on%20Valence-Arousal%20Elicitation_SCOPUS.pdf Rashidan, Mohammad Ariff and Sidek, Shahrul Na'im and Md Yusof, Hazlina and Abd. Hamid, Siti Rafiah and Dzulkarnain, Ahmad Aidil Arafat and Ghazali, Aimi Shazwani and Mohamad Salah, Muhammad Faisal El-Muhammady and Abdul Alim Sidique, Faizanah (2023) Stimuli video quantification based on Valence-Arousal Elicitation in children with Autism Spectrum Disorder (ASD). IEEE access, 11. pp. 111142-111153. E-ISSN 2169-3536 https://ieeexplore.ieee.org/document/10271301 https://doi.org/10.1109/ACCESS.2023.3321962
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic T11.95 Industrial directories
spellingShingle T11.95 Industrial directories
Rashidan, Mohammad Ariff
Sidek, Shahrul Na'im
Md Yusof, Hazlina
Abd. Hamid, Siti Rafiah
Dzulkarnain, Ahmad Aidil Arafat
Ghazali, Aimi Shazwani
Mohamad Salah, Muhammad Faisal El-Muhammady
Abdul Alim Sidique, Faizanah
Stimuli video quantification based on Valence-Arousal Elicitation in children with Autism Spectrum Disorder (ASD)
description Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by impaired social communication and repetitive behaviours. Understanding the emotional responses of children with ASD is crucial, especially for early interventions. Therefore, the study aims to validate appropriate stimuli in video forms that can elicit Autism Spectrum Disorder (ASD) children’s emotions. The study involves 56 children, 28 of whom have ASD, from IDEAS Autism Center in Rawang, Malaysia, aged between five and nine years (M = 6.43, SD = 1.2), and 28 typically developed children (M = 5.65, SD = 2.2) from IIUM Educare, Gombak, Malaysia. The children were presented with 15 stimuli videos that were targeted to elicit five basic emotions, which are happy, sad, fear, anger, and calm. Expert blind coders validate the stimuli to mitigate potential sources of bias and errors in the experiment. The subjects’ responses towards the stimuli videos were mapped onto the valence and arousal emotion model. The study observed that all stimuli were successfully classified into the respective emotion quadrants. The study also discovered that certain video stimuli produce higher intensity in emotion elicitation than others. Significant findings between ASD children’s responses to the stimuli video are extensively discussed.
format Article
author Rashidan, Mohammad Ariff
Sidek, Shahrul Na'im
Md Yusof, Hazlina
Abd. Hamid, Siti Rafiah
Dzulkarnain, Ahmad Aidil Arafat
Ghazali, Aimi Shazwani
Mohamad Salah, Muhammad Faisal El-Muhammady
Abdul Alim Sidique, Faizanah
author_facet Rashidan, Mohammad Ariff
Sidek, Shahrul Na'im
Md Yusof, Hazlina
Abd. Hamid, Siti Rafiah
Dzulkarnain, Ahmad Aidil Arafat
Ghazali, Aimi Shazwani
Mohamad Salah, Muhammad Faisal El-Muhammady
Abdul Alim Sidique, Faizanah
author_sort Rashidan, Mohammad Ariff
title Stimuli video quantification based on Valence-Arousal Elicitation in children with Autism Spectrum Disorder (ASD)
title_short Stimuli video quantification based on Valence-Arousal Elicitation in children with Autism Spectrum Disorder (ASD)
title_full Stimuli video quantification based on Valence-Arousal Elicitation in children with Autism Spectrum Disorder (ASD)
title_fullStr Stimuli video quantification based on Valence-Arousal Elicitation in children with Autism Spectrum Disorder (ASD)
title_full_unstemmed Stimuli video quantification based on Valence-Arousal Elicitation in children with Autism Spectrum Disorder (ASD)
title_sort stimuli video quantification based on valence-arousal elicitation in children with autism spectrum disorder (asd)
publisher IEEE
publishDate 2023
url http://irep.iium.edu.my/107520/7/107520_Stimuli%20video%20quantification%20based%20on%20Valence-Arousal%20Elicitation.pdf
http://irep.iium.edu.my/107520/13/107520_Stimuli%20video%20quantification%20based%20on%20Valence-Arousal%20Elicitation_SCOPUS.pdf
http://irep.iium.edu.my/107520/
https://ieeexplore.ieee.org/document/10271301
https://doi.org/10.1109/ACCESS.2023.3321962
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