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Industrial Energy Assessment Training Effectiveness Evaluation: An Eye-Tracking Study

It is essential to understand the effectiveness of any training program so it can be improved accordingly. Various studies have applied standard metrics for the evaluation of visual behavior to recognize the areas of interest that attract individuals’ attention as there is a high correlation between...

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Autores principales: Ghanbari, Laleh, Wang, Chao, Jeon, Hyun Woo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956563/
https://www.ncbi.nlm.nih.gov/pubmed/33668291
http://dx.doi.org/10.3390/s21051584
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author Ghanbari, Laleh
Wang, Chao
Jeon, Hyun Woo
author_facet Ghanbari, Laleh
Wang, Chao
Jeon, Hyun Woo
author_sort Ghanbari, Laleh
collection PubMed
description It is essential to understand the effectiveness of any training program so it can be improved accordingly. Various studies have applied standard metrics for the evaluation of visual behavior to recognize the areas of interest that attract individuals’ attention as there is a high correlation between attentional behavior and where one is focusing on. However, through reviewing the literature, we believe that studies that applied eye-tracking technologies for training purposes are still limited, especially in the industrial energy assessment training field. In this paper, the effectiveness of industrial energy assessment training was quantitatively evaluated by measuring the attentional allocation of trainees using eye-tracking technology. Moreover, this study identifies the areas that require more focus based on evaluating the performance of subjects after receiving the training. Additionally, this research was conducted in a controlled environment to remove the distractions that may be caused by environmental factors to only concentrate on variables that influence the learning behavior of subjects. The experiment results showed that after receiving the training, the subjects’ performance in energy assessment was significantly improved in two areas: production, and recycling and waste management, and the designed training program enhanced the knowledge of participants in identifying energy-saving opportunities to the knowledge level of experienced participants.
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spelling pubmed-79565632021-03-16 Industrial Energy Assessment Training Effectiveness Evaluation: An Eye-Tracking Study Ghanbari, Laleh Wang, Chao Jeon, Hyun Woo Sensors (Basel) Article It is essential to understand the effectiveness of any training program so it can be improved accordingly. Various studies have applied standard metrics for the evaluation of visual behavior to recognize the areas of interest that attract individuals’ attention as there is a high correlation between attentional behavior and where one is focusing on. However, through reviewing the literature, we believe that studies that applied eye-tracking technologies for training purposes are still limited, especially in the industrial energy assessment training field. In this paper, the effectiveness of industrial energy assessment training was quantitatively evaluated by measuring the attentional allocation of trainees using eye-tracking technology. Moreover, this study identifies the areas that require more focus based on evaluating the performance of subjects after receiving the training. Additionally, this research was conducted in a controlled environment to remove the distractions that may be caused by environmental factors to only concentrate on variables that influence the learning behavior of subjects. The experiment results showed that after receiving the training, the subjects’ performance in energy assessment was significantly improved in two areas: production, and recycling and waste management, and the designed training program enhanced the knowledge of participants in identifying energy-saving opportunities to the knowledge level of experienced participants. MDPI 2021-02-24 /pmc/articles/PMC7956563/ /pubmed/33668291 http://dx.doi.org/10.3390/s21051584 Text en © 2021 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 Article
Ghanbari, Laleh
Wang, Chao
Jeon, Hyun Woo
Industrial Energy Assessment Training Effectiveness Evaluation: An Eye-Tracking Study
title Industrial Energy Assessment Training Effectiveness Evaluation: An Eye-Tracking Study
title_full Industrial Energy Assessment Training Effectiveness Evaluation: An Eye-Tracking Study
title_fullStr Industrial Energy Assessment Training Effectiveness Evaluation: An Eye-Tracking Study
title_full_unstemmed Industrial Energy Assessment Training Effectiveness Evaluation: An Eye-Tracking Study
title_short Industrial Energy Assessment Training Effectiveness Evaluation: An Eye-Tracking Study
title_sort industrial energy assessment training effectiveness evaluation: an eye-tracking study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956563/
https://www.ncbi.nlm.nih.gov/pubmed/33668291
http://dx.doi.org/10.3390/s21051584
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