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The Exploration of Feeling of Difficulty Using Eye-Tracking and Skin Conductance Response

Metacognitive experience (ME) plays an important role in self-regulated learning. To date, through mainly self-reporting methodology, metacognition assessment lacks objective evidence and therefore hinder the discussion of its subjective and implicit nature. In exploring ME, eye-tracking and skin co...

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Detalles Bibliográficos
Autores principales: Ching-En, Chou, Porayska-Pomsta, Kaska
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334674/
http://dx.doi.org/10.1007/978-3-030-52240-7_72
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author Ching-En, Chou
Porayska-Pomsta, Kaska
author_facet Ching-En, Chou
Porayska-Pomsta, Kaska
author_sort Ching-En, Chou
collection PubMed
description Metacognitive experience (ME) plays an important role in self-regulated learning. To date, through mainly self-reporting methodology, metacognition assessment lacks objective evidence and therefore hinder the discussion of its subjective and implicit nature. In exploring ME, eye-tracking and skin conductance response (SCR) offer certain advantages over self-reporting methods. However, to date, most studies tend to focus on utilizing these measures to explore metacognitive skills (MS) rather than ME. Also, while some studies do explore ME with these measures tend to utilize the data from a summative perspective rather than aligning the data with the real-time ME behaviours. Based on previous works in this field, this research will discuss how feeling of difficulty (i.e. a type of ME) functions in real-time based on the hypothesis that eye-tracking and SCR data can provide objective measures. Through such, a better understanding of how FOD functions could be gained and therefore contribute to the support of learners’ metacognitive competencies.
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spelling pubmed-73346742020-07-06 The Exploration of Feeling of Difficulty Using Eye-Tracking and Skin Conductance Response Ching-En, Chou Porayska-Pomsta, Kaska Artificial Intelligence in Education Article Metacognitive experience (ME) plays an important role in self-regulated learning. To date, through mainly self-reporting methodology, metacognition assessment lacks objective evidence and therefore hinder the discussion of its subjective and implicit nature. In exploring ME, eye-tracking and skin conductance response (SCR) offer certain advantages over self-reporting methods. However, to date, most studies tend to focus on utilizing these measures to explore metacognitive skills (MS) rather than ME. Also, while some studies do explore ME with these measures tend to utilize the data from a summative perspective rather than aligning the data with the real-time ME behaviours. Based on previous works in this field, this research will discuss how feeling of difficulty (i.e. a type of ME) functions in real-time based on the hypothesis that eye-tracking and SCR data can provide objective measures. Through such, a better understanding of how FOD functions could be gained and therefore contribute to the support of learners’ metacognitive competencies. 2020-06-10 /pmc/articles/PMC7334674/ http://dx.doi.org/10.1007/978-3-030-52240-7_72 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Ching-En, Chou
Porayska-Pomsta, Kaska
The Exploration of Feeling of Difficulty Using Eye-Tracking and Skin Conductance Response
title The Exploration of Feeling of Difficulty Using Eye-Tracking and Skin Conductance Response
title_full The Exploration of Feeling of Difficulty Using Eye-Tracking and Skin Conductance Response
title_fullStr The Exploration of Feeling of Difficulty Using Eye-Tracking and Skin Conductance Response
title_full_unstemmed The Exploration of Feeling of Difficulty Using Eye-Tracking and Skin Conductance Response
title_short The Exploration of Feeling of Difficulty Using Eye-Tracking and Skin Conductance Response
title_sort exploration of feeling of difficulty using eye-tracking and skin conductance response
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334674/
http://dx.doi.org/10.1007/978-3-030-52240-7_72
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