Volume 40 Issue 6
Dec.  2022
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LI Jingqiang, ZHANG Xining, HU Chao, ZHOU Yanru, LIU Annan. Attentional Characteristics of Pilots for International Exempting Flights Based on Signal Detection Theory[J]. Journal of Transport Information and Safety, 2022, 40(6): 72-80. doi: 10.3963/j.jssn.1674-4861.2022.06.008
Citation: LI Jingqiang, ZHANG Xining, HU Chao, ZHOU Yanru, LIU Annan. Attentional Characteristics of Pilots for International Exempting Flights Based on Signal Detection Theory[J]. Journal of Transport Information and Safety, 2022, 40(6): 72-80. doi: 10.3963/j.jssn.1674-4861.2022.06.008

Attentional Characteristics of Pilots for International Exempting Flights Based on Signal Detection Theory

doi: 10.3963/j.jssn.1674-4861.2022.06.008
  • Received Date: 2022-04-19
    Available Online: 2023-03-27
  • Exempting flights are those without providing overnight rest to the pilots, which follow the policy: Implementation Measures for Exempting Crew Members from Duty Period and Flight Time Requirements during COVID-19.Pilots of exempting flights should have a high level of ability to detect various signals The signal detection ability represents the accuracy and efficiency of the crew's information processing and decision making, which are effective in ensuring flight safety. A high level of selective attention, tonic alertness and phasic alertness of pilots are of great importance for flight safety. Based on the principle of signal detection, a test method is designed to assess pilot's sensitivity(d') and bias(β) of the 3 types of signals. The results of 18 pilots' in-flight judgement outcomes of three types of signals are collected, pilots are all on domestic exempting and non-exempting flights to North America. Three types of signals' sensitivity and bias are calculated, receiver operating characteristic curves(ROC) are drawn. Finally, the following conclusions are conducted. The difference of self-reported fatigue degree between exempting and non-exempting flights is most significant after the outbound flight landing(karolinska sleepiness scale's difference = 2.333, samn perelli scale's difference = 1.222). Sensitivity and bias regarding selective signal show no significant difference between exempting and non-exempting pilots(sig =0.337, sig =0.200). The sensitivity to tonic signal of exempting pilots(d'=4.149) is higher than that of non-exempting pilots(d'=3.137), and bias of tonic signal of exempting pilots(β =0.616) is lower than that of non-exempting(β =0.629). The sensitivity to phasic signal of exempting pilots(d'=3.916) is higher than that of non-exempting pilots(d'=2.994), while bias has no significantly different(sig =0.262). Overall, exempting pilots have higher ability to perceive the three signals than non-exempting pilots, while their bias and average reaction time show no significant difference between the two flight modes. The signal detection ability of pilots on exempting flights does not negatively affect flight safety.

     

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  • [1]
    中国民用航空局. 疫情期间豁免机组成员值勤期、飞行时间限制的实施办法[EB/OL]. (2020-11-29)[2022-11-17]. http://www.caac.gov.cn/XXGK/XXGK/ZCFB/202012/P020201223492306148518.pdf

    CIVIL AVIATION ADMINISTRATION OF CHINA. Implementation Measures for Exempting Crew Members from Duty Period and Flight Time Requirements during COVID-19. [EB/OL]. (2020-11-29) [2022-11-17]. http://www.caac.gov.cn/XXGK/XXGK/ZCFB/202012/P020201223492306148518.pdf
    [2]
    CHEN X, ZHANG Z H, SONG Y, et al. A paired case-control comparison of ziprasidone on visual sustained attention and visual selective attention in patients with paranoid schizophrenia[J]. European Review for Medical & Pharmacological Sciences, 2015, 19(16): 2952-2956.
    [3]
    何鹏, 孙瑞山. 全球疫情下的航空安全前沿问题与研究趋势[J]. 交通信息与安全, 2021, 39(4): 1-8. doi: 10.3963/j.jssn.1674-4861.2021.04.001

    HE P, SUN R S. Frontiers and research trends of aviation safety under the global epidemic[J]. Journal of Transport Information and Safety, 2021, 39(4): 1-8. (in Chinese) doi: 10.3963/j.jssn.1674-4861.2021.04.001
    [4]
    WIGGINS M W. Vigilance decrement during a simulated general aviation flight[J]. Applied Cognitive Psychology, 2011, 25(2): 229-235. doi: 10.1002/acp.1668
    [5]
    WARM J S, PARASURAMAN R, MATTHEWS G. Vigilance requires hard mental work and is stressful[J]. Human Factors, 2008, 50(3): 433-441. doi: 10.1518/001872008X312152
    [6]
    GOLOB E J, NILSON J T, SCHEUERMAN J, et al. Auditory spatial attention gradients and cognitive control as a function of vigilance[J]. Psychophysiology, 2021, 58(10): e13903.
    [7]
    LAMING D. Signal-detection with d'≡0: A dynamic model for binary prediction[J]. Journal of Mathematical Psychology. 2014, 60: 35-46. doi: 10.1016/j.jmp.2014.04.002
    [8]
    LYNN S K, BARRETT L F. "Utilizing"signal detection theory[J]. Psychological Science. 2014, 25(9): 1663-1673. doi: 10.1177/0956797614541991
    [9]
    SRIDHARAN D, STEINMETZ N A, MOORE T, et al. Does the superior colliculus control perceptual sensitivity or choice bias during attention? Evidence from a multialternative decision framework[J]. The Journal of Neuroscience, 2017, 37(3): 480-511. doi: 10.1523/JNEUROSCI.4505-14.2017
    [10]
    ALEXANDER S. Generalization of the classical signal detection theory for the less-equal-more task[J]. Mathematical Methods in the Applied Sciences, 2020, 43(13): 7834-7840. doi: 10.1002/mma.6364
    [11]
    LEE S. Vigilance deficit in learning disabled children: A signal detection analysis[J]. Journal of Child Psychology and Psychiatry, 1981, 22(4): 393-399. doi: 10.1111/j.1469-7610.1981.tb00563.x
    [12]
    LOEB, M, BINFORD, J. Variation in performance on auditory and visual monitoring tasks as a function of signal and stimulus frequencies[J]. Perception & Psychophysics, 1968, 4(6): 361-3.
    [13]
    EMMERICH D, GRAY J., WATSON C et al. Response latency, confidence and ROCs in auditory signal detection[J]. Perception & Psychophysics. 1972, 11(1): 65-72.
    [14]
    POSNER M I, RAFAL R D. Cognitive theories of attention and the rehabilitation of attentional deficits[M]. New York, NY, US: The Guilford Press, 1987: 182-201.
    [15]
    RICCIO C A, REYNOLDS C R, LOWE P, et al. The continuous performance test: A window on the neural substrates for attention?[J]. Archives of Clinical Neuropsychology, 2002, 17(3): 235-272. doi: 10.1093/arclin/17.3.235
    [16]
    汪磊, 郑竹寒, 张之洋. 基于警觉性的疲劳程度自测系统研究[J]. 航天医学与医学工程, 2021, 34(5): 361-366 https://www.cnki.com.cn/Article/CJFDTOTAL-HYXB202105003.htm

    WANG L, ZHENG Z H, ZHANG Z Y. Research on self-test system of fatigue degree based on vigilance[J]. Space Medicine & Medical Engineering, 2021, 34(5): 361-366. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-HYXB202105003.htm
    [17]
    PAN T, WANG H, SI H, et al. Identification of pilots'fatigue status based on electrocardiogram signals[J]. Sensors Basel. 2021, 21(9): 3003. doi: 10.3390/s21093003
    [18]
    ICAO. Doc 9966: Fatigue risk management systems-manual for Regulators[Z]. Montreal: ICAO Publications, 2012.
    [19]
    MANISCALCO B, MCCURDY L Y, ODEGAARD B, et al. Limited cognitive resources explain a trade-off between perceptual and metacognitive vigilance[J]. The Journal of Neuroscience, 2017, 37(5): 1213-1224. doi: 10.1523/JNEUROSCI.2271-13.2016
    [20]
    TRIPPAS D, KELLEN D, SINGMANN H, et al. Characterizing belief bias in syllogistic reasoning: A hierarchical Bayesian meta-analysis of ROC data[J]. Psychonomic Bulletin & Review, 2018, 25(6): 2141-2174.
    [21]
    WIXTED J T, MICKES L. The field of eyewitness memory should abandon"probative value"and embrace receiver operating characteristic analysis[J]. Perspectives on Psychological Science, 2012, 7(3): 275-278. doi: 10.1177/1745691612442906
    [22]
    BANDOS A I, GUO B, GUR D. Estimating the area under ROC curve when the fitted binormal curves demonstrate improper shape[J]. Academic Radiology, 2017, 24(2): 209-219. doi: 10.1016/j.acra.2016.09.020
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