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Experimental study on the influence of mental fatigue on risk decision-making of miners

Mental fatigue increases risk-taking behavior. Using data collected between June 15 and August 6, 2020, this study investigates the impact of miners’ mental fatigue on risk decision-making to improve risk prevention and prediction abilities, and to reduce the occurrence of coal mine safety accidents...

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Autores principales: Jia, Aifang, Guo, Xinyue, Tian, Shuicheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279497/
https://www.ncbi.nlm.nih.gov/pubmed/35831380
http://dx.doi.org/10.1038/s41598-022-14045-9
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author Jia, Aifang
Guo, Xinyue
Tian, Shuicheng
author_facet Jia, Aifang
Guo, Xinyue
Tian, Shuicheng
author_sort Jia, Aifang
collection PubMed
description Mental fatigue increases risk-taking behavior. Using data collected between June 15 and August 6, 2020, this study investigates the impact of miners’ mental fatigue on risk decision-making to improve risk prevention and prediction abilities, and to reduce the occurrence of coal mine safety accidents. A total of 273 and 33 people participated in the preliminary and formal experiments, respectively. The participants, coal miners, visited a lab thrice to complete the pre-experiment, Balloon Analog Risk Task (BART), and Iowa Gambling Task (IGT). On the BART, mental fatigue displayed a significantly positive association with risk preference. On the IGT, as mental fatigue increased, net scores continuously decreased, while the frequency of making unfavorable decisions and the probability of taking risks increased. The BART value had no or weak correlations with the net score. Results suggest that mental fatigue leads to an increasing propensity to take risks. Therefore, regarding coal mine safety management, further attention is necessary concerning miners’ mental health, addressing mental fatigue, increasing rest time, and reducing night work. Furthermore, reasonable diet, improved working environments, and a positive attitude toward work should be promoted to reduce or eliminate mental fatigue and avoid decision-making errors that could cause accidents.
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spelling pubmed-92794972022-07-15 Experimental study on the influence of mental fatigue on risk decision-making of miners Jia, Aifang Guo, Xinyue Tian, Shuicheng Sci Rep Article Mental fatigue increases risk-taking behavior. Using data collected between June 15 and August 6, 2020, this study investigates the impact of miners’ mental fatigue on risk decision-making to improve risk prevention and prediction abilities, and to reduce the occurrence of coal mine safety accidents. A total of 273 and 33 people participated in the preliminary and formal experiments, respectively. The participants, coal miners, visited a lab thrice to complete the pre-experiment, Balloon Analog Risk Task (BART), and Iowa Gambling Task (IGT). On the BART, mental fatigue displayed a significantly positive association with risk preference. On the IGT, as mental fatigue increased, net scores continuously decreased, while the frequency of making unfavorable decisions and the probability of taking risks increased. The BART value had no or weak correlations with the net score. Results suggest that mental fatigue leads to an increasing propensity to take risks. Therefore, regarding coal mine safety management, further attention is necessary concerning miners’ mental health, addressing mental fatigue, increasing rest time, and reducing night work. Furthermore, reasonable diet, improved working environments, and a positive attitude toward work should be promoted to reduce or eliminate mental fatigue and avoid decision-making errors that could cause accidents. Nature Publishing Group UK 2022-07-13 /pmc/articles/PMC9279497/ /pubmed/35831380 http://dx.doi.org/10.1038/s41598-022-14045-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Jia, Aifang
Guo, Xinyue
Tian, Shuicheng
Experimental study on the influence of mental fatigue on risk decision-making of miners
title Experimental study on the influence of mental fatigue on risk decision-making of miners
title_full Experimental study on the influence of mental fatigue on risk decision-making of miners
title_fullStr Experimental study on the influence of mental fatigue on risk decision-making of miners
title_full_unstemmed Experimental study on the influence of mental fatigue on risk decision-making of miners
title_short Experimental study on the influence of mental fatigue on risk decision-making of miners
title_sort experimental study on the influence of mental fatigue on risk decision-making of miners
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279497/
https://www.ncbi.nlm.nih.gov/pubmed/35831380
http://dx.doi.org/10.1038/s41598-022-14045-9
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