An Investigation of the Effects of Brain Fatigue on the Sustained Attention of Intelligent Coal Mine VDT Operators
Intelligent mines require much more mental effort from visual display terminal (VDT) operators. Long periods of mental effort can easily result in operator fatigue, which further increases the possibility of operation error. Therefore, research into how brain fatigue affects the sustained attention...
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Published in | International journal of environmental research and public health Vol. 19; no. 17; p. 11034 |
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Format | Journal Article |
Language | English |
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03.09.2022
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Abstract | Intelligent mines require much more mental effort from visual display terminal (VDT) operators. Long periods of mental effort can easily result in operator fatigue, which further increases the possibility of operation error. Therefore, research into how brain fatigue affects the sustained attention of VDT operators in intelligent mines is important. The research methods were as follows: (1) Recruit 17 intelligent mine VDT operators as subjects. Select objective physiological indicators, such as reaction time, error rate, task duration, flicker fusion frequency, heart rate, electrodermal activity, and blink frequency, and combine these with the subjective Karolinska Sleepiness Scale to build a comprehensive brain fatigue evaluation system. (2) According to the fatigue-inducing experiment requirements, subjects are required to carry out mathematical operations in accordance with the rules during the presentation time, determine whether the results of the operations fall within the [7, 13] interval, and continue for 120 min to induce brain fatigue. (3) Perform the standard stimulus button response experiment of the sustained attention to response task, before and after brain fatigue, and compare each result. The results show that: (1) When the standard stimulus appeared in the EEG experiment, the amplitude of the early N100 component before and after brain fatigue was significantly different. When the bias stimulus appeared, the average amplitudes of the P200 component and the late positive component, before and after brain fatigue, were significantly different, suggesting that the brain fatigue of VDT workers in coal mines would reduce sustained attention; (2) After the 120 min of the continuous operation task, the subjects showed obvious brain fatigue. The objective brain fatigue was followed by an increase in reaction time, an increase in error rate, a decrease in flicker fusion frequency, an increase in heart rate, an increase in electrodermal current, an increase in the number of blinks, and a larger pupil diameter, and both the subjective and objective data indicated more significant changes in the subjects’ brain fatigue at the 45th and 90th min. The results of the study could provide insight into the reduction in operational efficiency and safety of VDT operators in intelligent mines due to brain fatigue and further enrich the research in the area of brain fatigue in VDT operations. |
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AbstractList | Intelligent mines require much more mental effort from visual display terminal (VDT) operators. Long periods of mental effort can easily result in operator fatigue, which further increases the possibility of operation error. Therefore, research into how brain fatigue affects the sustained attention of VDT operators in intelligent mines is important. The research methods were as follows: (1) Recruit 17 intelligent mine VDT operators as subjects. Select objective physiological indicators, such as reaction time, error rate, task duration, flicker fusion frequency, heart rate, electrodermal activity, and blink frequency, and combine these with the subjective Karolinska Sleepiness Scale to build a comprehensive brain fatigue evaluation system. (2) According to the fatigue-inducing experiment requirements, subjects are required to carry out mathematical operations in accordance with the rules during the presentation time, determine whether the results of the operations fall within the [7, 13] interval, and continue for 120 min to induce brain fatigue. (3) Perform the standard stimulus button response experiment of the sustained attention to response task, before and after brain fatigue, and compare each result. The results show that: (1) When the standard stimulus appeared in the EEG experiment, the amplitude of the early N100 component before and after brain fatigue was significantly different. When the bias stimulus appeared, the average amplitudes of the P200 component and the late positive component, before and after brain fatigue, were significantly different, suggesting that the brain fatigue of VDT workers in coal mines would reduce sustained attention; (2) After the 120 min of the continuous operation task, the subjects showed obvious brain fatigue. The objective brain fatigue was followed by an increase in reaction time, an increase in error rate, a decrease in flicker fusion frequency, an increase in heart rate, an increase in electrodermal current, an increase in the number of blinks, and a larger pupil diameter, and both the subjective and objective data indicated more significant changes in the subjects’ brain fatigue at the 45th and 90th min. The results of the study could provide insight into the reduction in operational efficiency and safety of VDT operators in intelligent mines due to brain fatigue and further enrich the research in the area of brain fatigue in VDT operations. Intelligent mines require much more mental effort from visual display terminal (VDT) operators. Long periods of mental effort can easily result in operator fatigue, which further increases the possibility of operation error. Therefore, research into how brain fatigue affects the sustained attention of VDT operators in intelligent mines is important. The research methods were as follows: (1) Recruit 17 intelligent mine VDT operators as subjects. Select objective physiological indicators, such as reaction time, error rate, task duration, flicker fusion frequency, heart rate, electrodermal activity, and blink frequency, and combine these with the subjective Karolinska Sleepiness Scale to build a comprehensive brain fatigue evaluation system. (2) According to the fatigue-inducing experiment requirements, subjects are required to carry out mathematical operations in accordance with the rules during the presentation time, determine whether the results of the operations fall within the [7, 13] interval, and continue for 120 min to induce brain fatigue. (3) Perform the standard stimulus button response experiment of the sustained attention to response task, before and after brain fatigue, and compare each result. The results show that: (1) When the standard stimulus appeared in the EEG experiment, the amplitude of the early N100 component before and after brain fatigue was significantly different. When the bias stimulus appeared, the average amplitudes of the P200 component and the late positive component, before and after brain fatigue, were significantly different, suggesting that the brain fatigue of VDT workers in coal mines would reduce sustained attention; (2) After the 120 min of the continuous operation task, the subjects showed obvious brain fatigue. The objective brain fatigue was followed by an increase in reaction time, an increase in error rate, a decrease in flicker fusion frequency, an increase in heart rate, an increase in electrodermal current, an increase in the number of blinks, and a larger pupil diameter, and both the subjective and objective data indicated more significant changes in the subjects' brain fatigue at the 45th and 90th min. The results of the study could provide insight into the reduction in operational efficiency and safety of VDT operators in intelligent mines due to brain fatigue and further enrich the research in the area of brain fatigue in VDT operations.Intelligent mines require much more mental effort from visual display terminal (VDT) operators. Long periods of mental effort can easily result in operator fatigue, which further increases the possibility of operation error. Therefore, research into how brain fatigue affects the sustained attention of VDT operators in intelligent mines is important. The research methods were as follows: (1) Recruit 17 intelligent mine VDT operators as subjects. Select objective physiological indicators, such as reaction time, error rate, task duration, flicker fusion frequency, heart rate, electrodermal activity, and blink frequency, and combine these with the subjective Karolinska Sleepiness Scale to build a comprehensive brain fatigue evaluation system. (2) According to the fatigue-inducing experiment requirements, subjects are required to carry out mathematical operations in accordance with the rules during the presentation time, determine whether the results of the operations fall within the [7, 13] interval, and continue for 120 min to induce brain fatigue. (3) Perform the standard stimulus button response experiment of the sustained attention to response task, before and after brain fatigue, and compare each result. The results show that: (1) When the standard stimulus appeared in the EEG experiment, the amplitude of the early N100 component before and after brain fatigue was significantly different. When the bias stimulus appeared, the average amplitudes of the P200 component and the late positive component, before and after brain fatigue, were significantly different, suggesting that the brain fatigue of VDT workers in coal mines would reduce sustained attention; (2) After the 120 min of the continuous operation task, the subjects showed obvious brain fatigue. The objective brain fatigue was followed by an increase in reaction time, an increase in error rate, a decrease in flicker fusion frequency, an increase in heart rate, an increase in electrodermal current, an increase in the number of blinks, and a larger pupil diameter, and both the subjective and objective data indicated more significant changes in the subjects' brain fatigue at the 45th and 90th min. The results of the study could provide insight into the reduction in operational efficiency and safety of VDT operators in intelligent mines due to brain fatigue and further enrich the research in the area of brain fatigue in VDT operations. |
Author | Li, Xun Yuan, Xiaofang Guo, Zigu Su, Chang Wang, Xinping Jiang, Jiali Sun, Linhui |
AuthorAffiliation | 2 Research Center for Human Factors and Management Ergonomics, Xi’an University of Science and Technology, Xi’an 710054, China 1 School of Management, Xi’an University of Science and Technology, Xi’an 710054, China 3 School of Safety Science and Engineering, Xi’an University of Science and Technology, Xi’an 710054, China |
AuthorAffiliation_xml | – name: 1 School of Management, Xi’an University of Science and Technology, Xi’an 710054, China – name: 2 Research Center for Human Factors and Management Ergonomics, Xi’an University of Science and Technology, Xi’an 710054, China – name: 3 School of Safety Science and Engineering, Xi’an University of Science and Technology, Xi’an 710054, China |
Author_xml | – sequence: 1 givenname: Linhui surname: Sun fullname: Sun, Linhui – sequence: 2 givenname: Zigu surname: Guo fullname: Guo, Zigu – sequence: 3 givenname: Xiaofang surname: Yuan fullname: Yuan, Xiaofang – sequence: 4 givenname: Xinping surname: Wang fullname: Wang, Xinping – sequence: 5 givenname: Chang surname: Su fullname: Su, Chang – sequence: 6 givenname: Jiali surname: Jiang fullname: Jiang, Jiali – sequence: 7 givenname: Xun surname: Li fullname: Li, Xun |
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CitedBy_id | crossref_primary_10_3390_app13042718 crossref_primary_10_3390_app15010273 crossref_primary_10_1016_j_nucengdes_2023_112534 crossref_primary_10_1134_S0022093023060376 crossref_primary_10_3390_ijerph191912616 crossref_primary_10_3389_fbuil_2023_1303028 crossref_primary_10_31857_S0869813923120087 crossref_primary_10_3390_ijerph20043325 crossref_primary_10_1080_13803395_2024_2415070 crossref_primary_10_1016_j_resourpol_2023_103995 crossref_primary_10_1186_s12886_024_03721_1 crossref_primary_10_3390_s24237763 |
Cites_doi | 10.1016/j.neuropsychologia.2011.05.006 10.1111/1469-8986.3750614 10.1016/0013-4694(91)90136-R 10.3109/00207459008994241 10.1016/j.physbeh.2007.09.016 10.1016/j.cub.2005.06.025 10.1016/j.smrv.2007.05.001 10.1016/S0951-8320(01)00097-7 10.1016/j.neuroimage.2015.09.058 10.1016/j.biopsycho.2005.08.007 10.1016/j.ress.2008.06.002 10.1016/j.trf.2011.01.005 10.1016/j.cogbrainres.2004.09.005 10.1016/j.neuroimage.2007.02.033 10.1016/j.brainres.2008.07.053 10.1111/j.1469-8986.1987.tb00311.x 10.1016/j.actpsy.2021.103397 10.1016/j.bandc.2013.02.002 10.1016/S0022-3999(00)00186-0 10.1016/S0301-0511(00)00049-1 10.1016/j.neuroimage.2007.03.027 10.1016/j.brainres.2009.03.015 10.1016/j.anucene.2007.09.010 |
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StartPage | 11034 |
SubjectTerms | Asthenopia Brain Coal Coal mining Computer terminals Efficiency Experiments Eye movements Fatigue Humans Methods Mines Personal computers Physiology Questionnaires |
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Title | An Investigation of the Effects of Brain Fatigue on the Sustained Attention of Intelligent Coal Mine VDT Operators |
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