Effects of increased cognitive load on field of view in multi-task operations involving surveillance
Many multi-task operations require human operators to simultaneously perform visual surveillance and a secondary task. As the trend in the technological advancement of surveillance systems indicates high likelihood of heavy interdependence between human and technology in the foreseeable future, it i...
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sg-ntu-dr.10356-1527812021-12-11T20:10:28Z Effects of increased cognitive load on field of view in multi-task operations involving surveillance Goh, Marcus Seng Yuen Lye, Sun Woh Sou, Ka Lon Luo, Chengwen Xu, Hong School of Social Sciences School of Mechanical and Aerospace Engineering Division of Psychology Air Traffic Management Research Institute Social sciences::Psychology Functional Field of View Multi-Task Size Contrast Visual Performance Surveillance Human Errors Many multi-task operations require human operators to simultaneously perform visual surveillance and a secondary task. As the trend in the technological advancement of surveillance systems indicates high likelihood of heavy interdependence between human and technology in the foreseeable future, it is paramount to venture beyond the context of driving, an area where similar research is saturated in, and investigate the functional field of view (FFoV) of multi-tasking human operators in other operations involving surveillance. In the present study, we investigated the effects of multi-tasking and stimulus parameters (size and contrast) on the response accuracy and response time for identifying visual targets appearing within one’s visual field. Mixed analyses of variance revealed that only response time was negatively affected by multi-tasking, while both response accuracy and response time deteriorated as either the size or contrast of the visual targets decreased. In addition, a significant interaction effect between the investigated parameters of the visual target on response accuracy implies the need for multi-task operations involving surveillance to consider such and future findings critically as they evolve their technology and systems to aid the human operators. The current findings provide insights for surveillance and air traffic control (ATC) operations in future studies. Civil Aviation Authority of Singapore (CAAS) Accepted version This research is supported by the Civil Aviation Authority of Singapore and Nanyang Technological University, Singapore under their collaboration in the Air Traffic Management Research Institute. Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not reflect the views of the Civil Aviation Authority of Singapore. 2021-12-11T12:25:28Z 2021-12-11T12:25:28Z 2021 Journal Article Goh, M. S. Y., Lye, S. W., Sou, K. L., Luo, C. & Xu, H. (2021). Effects of increased cognitive load on field of view in multi-task operations involving surveillance. Human-Intelligent Systems Integration, 3, 277-285. https://dx.doi.org/10.1007/s42454-021-00038-y 2524-4884 https://hdl.handle.net/10356/152781 10.1007/s42454-021-00038-y 3 277 285 en Human-Intelligent Systems Integration © 2021 Springer Nature Switzerland AG. This is a post-peer-review, pre-copyedit version of an article published in Human-Intelligent Systems Integration. The final authenticated version is available online at: https://doi.org/10.1007/s42454-021-00038-y. application/pdf |
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Social sciences::Psychology Functional Field of View Multi-Task Size Contrast Visual Performance Surveillance Human Errors Goh, Marcus Seng Yuen Lye, Sun Woh Sou, Ka Lon Luo, Chengwen Xu, Hong Effects of increased cognitive load on field of view in multi-task operations involving surveillance |
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Many multi-task operations require human operators to simultaneously perform visual surveillance and a secondary task. As the trend in the technological advancement of surveillance systems indicates high likelihood of heavy interdependence between human and technology in the foreseeable future, it is paramount to venture beyond the context of driving, an area where similar research is saturated in, and investigate the functional field of view (FFoV) of multi-tasking human operators in other operations involving surveillance. In the present study, we investigated the effects of multi-tasking and stimulus parameters (size and contrast) on the response accuracy and response time for identifying visual targets appearing within one’s visual field. Mixed analyses of variance revealed that only response time was negatively affected by multi-tasking, while both response accuracy and response time deteriorated as either the size or contrast of the visual targets decreased. In addition, a significant interaction effect between the investigated parameters of the visual target on response accuracy implies the need for multi-task operations involving surveillance to consider such and future findings critically as they evolve their technology and systems to aid the human operators. The current findings provide insights for surveillance and air traffic control (ATC) operations in future studies. |
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School of Social Sciences |
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School of Social Sciences Goh, Marcus Seng Yuen Lye, Sun Woh Sou, Ka Lon Luo, Chengwen Xu, Hong |
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Article |
author |
Goh, Marcus Seng Yuen Lye, Sun Woh Sou, Ka Lon Luo, Chengwen Xu, Hong |
author_sort |
Goh, Marcus Seng Yuen |
title |
Effects of increased cognitive load on field of view in multi-task operations involving surveillance |
title_short |
Effects of increased cognitive load on field of view in multi-task operations involving surveillance |
title_full |
Effects of increased cognitive load on field of view in multi-task operations involving surveillance |
title_fullStr |
Effects of increased cognitive load on field of view in multi-task operations involving surveillance |
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Effects of increased cognitive load on field of view in multi-task operations involving surveillance |
title_sort |
effects of increased cognitive load on field of view in multi-task operations involving surveillance |
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2021 |
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https://hdl.handle.net/10356/152781 |
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1718928684435374080 |