Research on relationship between pilots' attention distribution ability and their safety performance

doi:10.16265/j.cnki.issn1003-3033.2021.08.002

Abstract

Abstract: In order to study relationship between pilots' attention allocation ability and change trend of their safety performance, with 206 pilots' psychological selection written test records and QAR data since their employment as samples, a model for safety performance prediction and evaluation was established by using multi-layer linear model. The results show that attention allocation ability is one of the important factors for pilots' different safety performance, and those with stronger allocation ability results in higher safety performance level in 0-1 year of employment. This ability can lead to significant individual differences in change trend of safety performance level in 1-4 years of employment, and it exerts significant positive influence on decline rate of pilots' safety performance. In other words, the stronger attention allocation ability pilots possess, the more they can inhibit the decline of safety performance.

Key words: pilot, attention distribution ability, safety performance, multi-layer linear model, quick access recorder(QAR)

CLC Number:

X949

WANG Yonggang, FANG Chenliang. Research on relationship between pilots' attention distribution ability and their safety performance[J]. China Safety Science Journal, 2021, 31(8): 8-13.

References

[1] 游旭群, 姬鸣. 航线飞行能力倾向选拔测验的编制[J]. 心理研究, 2008, 1(1):43-50.
YOU Xuqun, JI Ming. Constructing a selecting civil aviation pilot aptitude test (SCAPAT) [J]. Psychological Research, 2008, 1 (1): 43-50.
[2] 郭志, 陈农田, 高朗,等. 飞行学员进近着陆注意力分配与操作行为分析[J]. 中国科技信息, 2018(19):49,52.
[3] 郝红勋, 卫宗敏. HUD状态下飞行员视觉注意资源分配机制研究[J]. 中国安全生产科学技术, 2019,15(9):105-109.
HAO Hongxun, WEI Zongmin. Study on allocation mechanism of visual attention resource for pilots under HUD status [J]. Journal of Safety Science and Technology, 2019,15 (9): 105-109.
[4] 郝炳瑕. 注意品质对飞行员操作行为的影响研究[D]. 天津:中国民航大学, 2017.
HAO Bingxia. Research on attention quality's impact on pilot operation [D]. Tianjin: Civil Aviation University of China, 2017.
[5] 马锦飞, 常若松, 陈晓晨. 认知分心对驾驶安全的影响及调节因素[J]. 人类工效学, 2014, 20(1):92-95.
[6] 罗毅, 高岩, 尤志栋. 基于换道行为的驾驶分心识别方法[J]. 中国安全科学学报, 2018, 28(10):25-30.
LUO Yi, GAO Yan, YOU Zhidong. A lane changing behavior based method for detecting driver distraction [J]. China Safety Science Journal, 2018, 20 (1): 25-30.
[7] 吴付威, 山岩, 付锐,等. 高速公路干扰跟车时驾驶人注意力分配特性[J]. 中国安全科学学报, 2017, 27(1):25-29.
WU Fuwei, SHAN Yan, FU Rui, et al. Drivers' attention distribution characteristics in cutting-in process on freeway [J]. China Safety Science Journal, 2017, 27 (1): 25-29.
[8] 王华容, 陶林, 戴家隽. 长途客运驾驶员注意品质状况调查[J]. 交通医学, 2012, 26(1):39-42.
WANG Huarong, TAO Lin, DAI Jiajun. Survey on the characteristics of attention quality of long-distance bus drivers [J]. Medical Journal of Communications, 2012, 26 (1): 39-42.
[9] 郭爽, 胡华, 刘志钢,等. 地铁驾驶员职业胜任力评价体系的简化与应用[J]. 人类工效学, 2018, 24(4):54-59.
GUO Shuang, HU Hua, LIU Zhigang, et al. Simplification and application of the evaluation system for Metro drivers' professional competency [J]. Chinese Journal of Ergonomics, 2018, 24(4): 54-59.
[10] 郭洪洋, 韩雪松, 刘澜,等. 驾驶员交通安全行为可靠性风险度量研究[J]. 中国安全科学学报, 2013, 23(6):103-109.
GUO Hongyang, HAN Xuesong, LIU Lan, et al. Study on measuring of drivers' traffic safety behavior reliability risks [J]. China Safety Science Journal, 2013, 23 (6): 103-109.
[11] 潘姝, 郭唐仪, 邵飞,等. 城市隧道环境中驾驶人注视转移特性研究[J]. 中国安全科学学报, 2018, 28(8):19-24.
PAN Shu, GUO Tangyi, SHAO Fei, et al. Research on fixation transfer characteristics of drivers driving through urban tunnel [J]. China Safety Science Journal, 2018, 28 (8): 19-24.
[12] CHO B K , AGHAZADEH F , Al-QAISI S. Effect of video-game experience and position of flight stick controller on simulated-flight performance [J]. International Journal of Occupational Safety & Ergonomics, 2012, 18(3):429-441.
[13] 马艳丽, 王要武. 驾驶员注意分配特性及其对行车安全的影响[J]. 交通运输工程学报, 2009, 9(4):114-117.
MA Yanli, WANG Yaowu. Attention assignment characteristic of driver and its influences on driving safety [J]. Journal of Traffic and Transportation Engineering, 2009, 9 (4): 114-117.
[14] 姜薇, 丰廷宗, 潘静,等. 飞行学员多目标追踪任务加工特点的研究[J]. 航天医学与医学工程, 2013, 26(4):269-273.
JIANG Wei, FENG Tingzong, PAN Jing, et al. Features of multiple-objects tracking task processing in student pilots [J]. Space Medicine and Medical Engineering, 2013, 26 (4): 269-273.
[15] 王永刚, 李苗. 飞行员的空间能力与其安全绩效的关系研究[J]. 中国安全科学学报, 2015, 25(8):141-145.
WANG Yonggang, LI Miao. Study on relationship between pilots' spatial cognition and their safety performance [J]. China Safety Science Journal, 2015, 25 (8): 141-145.
[16] 孙瑞山, 彭天池. 飞行认知能力的测量方案设计及模型研究[J]. 中国安全科学学报, 2010, 20(11):47-51.
SUN Ruishan, PENG Tianchi. Design of flight cognitive ability measurement scheme and its model [J]. China Safety Science Journal, 2010, 20(11):47-51.
[17] 杨菊华. 多层模型在社会科学领域的应用[J]. 中国人口科学, 2006(3):44-51.
YANG Juhua. Application of multilevel modeling techniques in social science research[J]. Chinese Journal of Population Science, 2006 (3): 44-51.
[18] 周叶芹. 多层线性模型在管理学研究中的应用[J]. 江西社会科学, 2006(10):180-182.
[19] 盖笑松, 张向葵. 多层线性模型在纵向研究中的运用[J]. 心理科学, 2005, 28(2):429-431.
GAI Xiaosong, ZHANG Xiangkui. The application of multilevel model in longitudinal research [J]. Psychological Science, 2005, 28 (2): 429-431.
[20] TODD S Y,CROOK T R,BARILLA A G. Hierarchical linear modeling of multilevel data [J]. Journal of Sport Management, 2005, 19(4):387-403.
[21] HANDY T C,KINGSTONE A,MANGUN G R. Spatial distribution of visual attention: perceptual sensitivity and response latency [J]. Perception & Psychophysics, 1996, 58(4):613-627.
[22] 殷恒婵. 青少年注意力测验与评价指标的研究[J]. 中国体育科技, 2003, 39(3):51-53.
YIN Hengchan. The research on concentration test and evaluation index for adolescence [J]. China Sport Science and Technology, 2003, 39 (3): 51-53.
[23] ZHANG Liqin,LIU Xiaoxiao. The effects of subject type and stimulation on attention distribution [J]. Journal of Bingtuan Education Institute, 2013, 23(4):30-35.
[24] 肖玮,苗丹民. 航空航天心理学[M]. 西安:第四军医大学出版社, 2013:64-67.
[25] OPDEBEECK C,NELIS S M,QUINN C,et al. How does cognitive reserve impact on the relationships between mood, rumination, and cognitive function in later life? [J]. Aging & Mental Health, 2014, 19(8):705-712.