The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots

被引:12
作者
Ayala, Naila [1 ]
Zafar, Abdullah [1 ]
Kearns, Suzanne [1 ]
Irving, Elizabeth [1 ]
Cao, Shi [1 ]
Niechwiej-Szwedo, Ewa [1 ]
机构
[1] Univ Waterloo, Waterloo, ON, Canada
来源
JOURNAL OF EYE MOVEMENT RESEARCH | 2023年 / 16卷 / 01期
关键词
Eye movements; gaze entropy; area of interest; scanpath; visual scanning; aviation training; flight simulation; EYE-MOVEMENTS; SITUATION AWARENESS; ENTROPY; STRATEGIES; ATTENTION; PERFORMANCE; AVIATION; ANXIETY;
D O I
10.16910/jemr.16.1.3
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
Eye movements have been used to examine the cognitive function of pilots and understand how information processing abilities impact performance. Traditional and advanced measures of gaze behaviour effectively reflect changes in cognitive load, situational aware-ness, and expert-novice differences. However, the extent to which gaze behaviour changes during the early stages of skill development has yet to be addressed. The current study in-vestigated the impact of task difficulty on gaze behaviour in low-time pilots (N=18) while they completed simulated landing scenarios. An increase in task difficulty resulted in longer fixation of the runway, and a reduction in the stationary gaze entropy (gaze dispersion) and gaze transition entropy (sequence complexity). These findings suggest that pilots' gaze be-came less complex and more focused on fewer areas of interest when task difficulty in-creased. Additionally, a novel approach to identify and track instances when pilots restrict their attention outside the cockpit (i.e., gaze tunneling) was explored and shown to be sen-sitive to changes in task difficulty. Altogether, the gaze-related metrics used in the present study provide valuable information for assessing pilots gaze behaviour and help further un-derstand how gaze contributes to better performance in low-time pilots.
引用
收藏
页数:16
相关论文
共 75 条
  • [2] Allsop J., 2017, J EYE MOVEMENT RES, V10, P8
  • [3] Flying under pressure: Effects of anxiety on attention and gaze behavior in aviation
    Allsop, Jonathan
    Gray, Rob
    [J]. JOURNAL OF APPLIED RESEARCH IN MEMORY AND COGNITION, 2014, 3 (02) : 63 - 71
  • [4] Comparing the Difficulty of Tasks Using Eye Tracking Combined with Subjective and Behavioural Criteria
    Andrzejewska, Magdalena
    Stolinska, Anna
    [J]. JOURNAL OF EYE MOVEMENT RESEARCH, 2016, 9 (03): : 1 - 16
  • [5] [Anonymous], 1986, TP2525 NASA
  • [6] [Anonymous], 1994, REV FLIGHTCR INV MAJ
  • [7] Use of Eye Tracking for Assessment of Electronic Navigation Competency in Maritime Training
    Atik, Oguz
    Arslan, Omer
    [J]. JOURNAL OF EYE MOVEMENT RESEARCH, 2019, 12 (03): : 1 - 15
  • [8] Gaze behaviour: A window into distinct cognitive processes revealed by the Tower of London test
    Ayala, Naila
    Zafar, Abdullah
    Niechwiej-Szwedo, Ewa
    [J]. VISION RESEARCH, 2022, 199
  • [9] Estimating Pilots' Cognitive Load From Ocular Parameters Through Simulation and In-Flight Studies
    Babu, M. Dilli
    Shree, Jeevitha D., V
    Prabhakar, Gowdham
    Saluja, Kamal Preet Singh
    Pashilkar, Abhay
    Biswas, Pradipta
    [J]. JOURNAL OF EYE MOVEMENT RESEARCH, 2019, 12 (03):
  • [10] Entropy, complexity, and spatial information
    Batty, Michael
    Morphet, Robin
    Masucci, Paolo
    Stanilov, Kiril
    [J]. JOURNAL OF GEOGRAPHICAL SYSTEMS, 2014, 16 (04) : 363 - 385