Train drivers' subjective perceptions of their abilities to perceive and control fatigue

被引:5
作者
Cheng, Yung-Hsiang [1 ]
Tian, Hui-Ning [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Transportat & Commun Management Sci, Tainan, Taiwan
关键词
train drivers; railway system; subjective fatigue perception; multidimensional Rasch model; fatigue risk management system; SLEEP-DEPRIVATION; PERFORMANCE; WAKEFULNESS; ACCIDENTS; ALCOHOL; MODEL; WORK; OPPORTUNITIES; RELIABILITY; ATTENTION;
D O I
10.1080/10803548.2019.1568726
中图分类号
TB18 [人体工程学];
学科分类号
1201 ;
摘要
Issues about train driver fatigue are important in the safety of railway systems. This study investigates the subjective perception of fatigue of conventional railway system drivers. The multidimensional Rasch model was used to measure two subjective latent constructs, namely, perceived fatigue awareness and perceived fatigue control. Analytical results show that 21% of the train drivers are unable to control fatigue. Randomly assigned vehicles with various cabin control systems for work shifts is the most unlikely scenario for drivers to perceive and control fatigue. Our results demonstrate that a driver who is unmarried, holds a university degree and has limited driving experience exhibits a low perceived ability to control fatigue. Thus, segmented programs for fatigue risk mitigation should be developed for specific drivers. The findings of this study can help railway safety managers and government regulators in developing and evaluating a management system for driver fatigue risk.
引用
收藏
页码:20 / 36
页数:17
相关论文
共 84 条
[21]   Knowledge-based system for railway scheduling [J].
Chiang, TW ;
Hau, HY ;
Chiang, HM ;
Ko, SY ;
Hsieh, CH .
DATA & KNOWLEDGE ENGINEERING, 1998, 27 (03) :289-312
[22]   Fatigue, alcohol and performance impairment [J].
Dawson, D ;
Reid, K .
NATURE, 1997, 388 (6639) :235-235
[23]  
Dawson D, 2001, ERGONOMICS, V44, P144
[24]   Measure of experimental pain using Rasch analysis [J].
Decruynaere, Celine ;
Thonnard, Jean-Louis ;
Plaghki, Leon .
EUROPEAN JOURNAL OF PAIN, 2007, 11 (04) :469-474
[25]  
Desmond PA, 2001, HUM FAC TRANSP, P455
[26]   Demographic factors, fatigue, and driving accidents: An examination of the published literature [J].
Di Milia, Lee ;
Smolensky, Michael H. ;
Costa, Giovanni ;
Howarth, Heidi D. ;
Ohayon, Maurice M. ;
Philip, Pierre .
ACCIDENT ANALYSIS AND PREVENTION, 2011, 43 (02) :516-532
[27]   An overview of sleepiness and accidents [J].
Dinges, DF .
JOURNAL OF SLEEP RESEARCH, 1995, 4 :4-14
[28]  
Dinges DF, 2001, NUTR REV, V59, P30
[29]   Simulated train driving: Fatigue, self-awareness and cognitive disengagement [J].
Dorrian, Jillian ;
Roach, Gregory D. ;
Fletcher, Adam ;
Dawson, Drew .
APPLIED ERGONOMICS, 2007, 38 (02) :155-166
[30]   The effects of fatigue on train handling during speed restrictions [J].
Dorrian, Jillian ;
Roach, Gregory D. ;
Fletcher, Adam ;
Dawson, Drew .
TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2006, 9 (04) :243-257