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Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator
The current industrial environment relies heavily on maritime transportation. Despite the continuous technological advances for the development of innovative safety software and hardware systems, there is a consistent gap in the scientific literature regarding the objective evaluation of the perform...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10526160/ https://www.ncbi.nlm.nih.gov/pubmed/37759921 http://dx.doi.org/10.3390/brainsci13091319 |
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author | Ronca, Vincenzo Uflaz, Esma Turan, Osman Bantan, Hadi MacKinnon, Scott N. Lommi, Andrea Pozzi, Simone Kurt, Rafet Emek Arslan, Ozcan Kurt, Yasin Burak Erdem, Pelin Akyuz, Emre Vozzi, Alessia Di Flumeri, Gianluca Aricò, Pietro Giorgi, Andrea Capotorto, Rossella Babiloni, Fabio Borghini, Gianluca |
author_facet | Ronca, Vincenzo Uflaz, Esma Turan, Osman Bantan, Hadi MacKinnon, Scott N. Lommi, Andrea Pozzi, Simone Kurt, Rafet Emek Arslan, Ozcan Kurt, Yasin Burak Erdem, Pelin Akyuz, Emre Vozzi, Alessia Di Flumeri, Gianluca Aricò, Pietro Giorgi, Andrea Capotorto, Rossella Babiloni, Fabio Borghini, Gianluca |
author_sort | Ronca, Vincenzo |
collection | PubMed |
description | The current industrial environment relies heavily on maritime transportation. Despite the continuous technological advances for the development of innovative safety software and hardware systems, there is a consistent gap in the scientific literature regarding the objective evaluation of the performance of maritime operators. The human factor is profoundly affected by changes in human performance or psychological state. The difficulty lies in the fact that the technology, tools, and protocols for investigating human performance are not fully mature or suitable for experimental investigation. The present research aims to integrate these two concepts by (i) objectively characterizing the psychological state of mariners, i.e., mental workload, stress, and attention, through their electroencephalographic (EEG) signal analysis, and (ii) validating an innovative safety framework countermeasure, defined as Human Risk-Informed Design (HURID), through the aforementioned neurophysiological approach. The proposed study involved 26 mariners within a high-fidelity bridge simulator while encountering collision risk in congested waters with and without the HURID. Subjective, behavioral, and neurophysiological data, i.e., EEG, were collected throughout the experimental activities. The results showed that the participants experienced a statistically significant higher mental workload and stress while performing the maritime activities without the HURID, while their attention level was statistically lower compared to the condition in which they performed the experiments with the HURID (all p < 0.05). Therefore, the presented study confirmed the effectiveness of the HURID during maritime operations in critical scenarios and led the way to extend the neurophysiological evaluation of the HFs of maritime operators during the performance of critical and/or standard shipboard tasks. |
format | Online Article Text |
id | pubmed-10526160 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105261602023-09-28 Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator Ronca, Vincenzo Uflaz, Esma Turan, Osman Bantan, Hadi MacKinnon, Scott N. Lommi, Andrea Pozzi, Simone Kurt, Rafet Emek Arslan, Ozcan Kurt, Yasin Burak Erdem, Pelin Akyuz, Emre Vozzi, Alessia Di Flumeri, Gianluca Aricò, Pietro Giorgi, Andrea Capotorto, Rossella Babiloni, Fabio Borghini, Gianluca Brain Sci Article The current industrial environment relies heavily on maritime transportation. Despite the continuous technological advances for the development of innovative safety software and hardware systems, there is a consistent gap in the scientific literature regarding the objective evaluation of the performance of maritime operators. The human factor is profoundly affected by changes in human performance or psychological state. The difficulty lies in the fact that the technology, tools, and protocols for investigating human performance are not fully mature or suitable for experimental investigation. The present research aims to integrate these two concepts by (i) objectively characterizing the psychological state of mariners, i.e., mental workload, stress, and attention, through their electroencephalographic (EEG) signal analysis, and (ii) validating an innovative safety framework countermeasure, defined as Human Risk-Informed Design (HURID), through the aforementioned neurophysiological approach. The proposed study involved 26 mariners within a high-fidelity bridge simulator while encountering collision risk in congested waters with and without the HURID. Subjective, behavioral, and neurophysiological data, i.e., EEG, were collected throughout the experimental activities. The results showed that the participants experienced a statistically significant higher mental workload and stress while performing the maritime activities without the HURID, while their attention level was statistically lower compared to the condition in which they performed the experiments with the HURID (all p < 0.05). Therefore, the presented study confirmed the effectiveness of the HURID during maritime operations in critical scenarios and led the way to extend the neurophysiological evaluation of the HFs of maritime operators during the performance of critical and/or standard shipboard tasks. MDPI 2023-09-14 /pmc/articles/PMC10526160/ /pubmed/37759921 http://dx.doi.org/10.3390/brainsci13091319 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ronca, Vincenzo Uflaz, Esma Turan, Osman Bantan, Hadi MacKinnon, Scott N. Lommi, Andrea Pozzi, Simone Kurt, Rafet Emek Arslan, Ozcan Kurt, Yasin Burak Erdem, Pelin Akyuz, Emre Vozzi, Alessia Di Flumeri, Gianluca Aricò, Pietro Giorgi, Andrea Capotorto, Rossella Babiloni, Fabio Borghini, Gianluca Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator |
title | Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator |
title_full | Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator |
title_fullStr | Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator |
title_full_unstemmed | Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator |
title_short | Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator |
title_sort | neurophysiological assessment of an innovative maritime safety system in terms of ship operators’ mental workload, stress, and attention in the full mission bridge simulator |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10526160/ https://www.ncbi.nlm.nih.gov/pubmed/37759921 http://dx.doi.org/10.3390/brainsci13091319 |
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