Assessing the physiological effect of non-driving-related task performance and task modality in conditionally automated driving systems: A systematic review and meta-analysis

被引:4
|
作者
Coyne R. [1 ]
Ryan L. [1 ]
Moustafa M. [2 ]
Smeaton A.F. [3 ]
Corcoran P. [4 ]
Walsh J.C. [1 ]
机构
[1] School of Psychology, University of Galway
[2] School of Engineering, University of Galway
[3] School of Computing, Dublin City University, Dublin
[4] Department of Electrical and Electronic Engineering, University of Galway
来源
关键词
Automated driving; Conditional automation; Human-automation interaction; Non-driving-related tasks; Psychophysiological measures; Transition of control;
D O I
10.1016/j.aap.2023.107243
中图分类号
学科分类号
摘要
In conditionally automated driving, the driver is free to disengage from controlling the vehicle, but they are expected to resume driving in response to certain situations or events that the system is not equipped to respond to. As the level of vehicle automation increases, drivers often engage in non-driving-related tasks (NDRTs), defined as any secondary task unrelated to the primary task of driving. This engagement can have a detrimental effect on the driver's situation awareness and attentional resources. NDRTs with resource demands that overlap with the driving task, such as visual or manual tasks, may be particularly deleterious. Therefore, monitoring the driver's state is an important safety feature for conditionally automated vehicles, and physiological measures constitute a promising means of doing this. The present systematic review and meta-analysis synthesises findings from 32 studies concerning the effect of NDRTs on drivers’ physiological responses, in addition to the effect of NDRTs with a visual or a manual modality. Evidence was found that NDRT engagement led to higher physiological arousal, indicated by increased heart rate, electrodermal activity and a decrease in heart rate variability. There was mixed evidence for an effect of both visual and manual NDRT modalities on all physiological measures. Understanding the relationship between task performance and arousal during automated driving is of critical importance to the development of driver monitoring systems and improving the safety of this technology. © 2023 The Author(s)
引用
收藏
相关论文
共 50 条
  • [21] Effect of driving training on car crashes and driving skills in older people: A systematic review and meta-analysis
    Ishii, Hideaki
    Okubo, Yoshiro
    Doi, Takehiko
    Tsutsumimoto, Kota
    Nakakubo, Sho
    Kurita, Satoshi
    Uemura, Kazuki
    Misu, Shogo
    Sawa, Ryuichi
    Hashiguchi, Yu
    Shimada, Hiroyuki
    Arai, Hidenori
    GERIATRICS & GERONTOLOGY INTERNATIONAL, 2023, 23 (11) : 771 - 778
  • [22] The relationship between aggressive driving and driver performance: A systematic review with meta-analysis
    Su, Zhizhuo
    Woodman, Roger
    Smyth, Joseph
    Elliott, Mark
    ACCIDENT ANALYSIS AND PREVENTION, 2023, 183
  • [23] Takeover performance evaluation using driving simulation: a systematic review and meta-analysis
    Soares, Sonia
    Lobo, Antonio
    Ferreira, Sara
    Cunha, Liliana
    Couto, Antonio
    EUROPEAN TRANSPORT RESEARCH REVIEW, 2021, 13 (01)
  • [24] Takeover performance evaluation using driving simulation: a systematic review and meta-analysis
    Sónia Soares
    António Lobo
    Sara Ferreira
    Liliana Cunha
    António Couto
    European Transport Research Review, 2021, 13
  • [25] Psychopathic traits and theory of mind task performance: A systematic review and meta-analysis
    Song, Zhaorong
    Jones, Andrew
    Corcoran, Rhiannon
    Daly, Natasha
    Abu-Akel, Ahmad
    Gillespie, Steven M.
    NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2023, 151
  • [26] The effect of mobile phone task and age on gait: A systematic review and meta-analysis
    Zhang, Xinxin
    Li, Qiang
    Gao, Pincao
    Zhu, Jialin
    Tuo, Haowen
    Lin, Qihan
    Jing, Feiyue
    Liu, Weiguo
    FRONTIERS IN PHYSIOLOGY, 2023, 14
  • [27] The effects of cannabis and alcohol on driving performance and driver behaviour: a systematic review and meta-analysis
    Simmons, Sarah M.
    Caird, Jeff K.
    Sterzer, Frances
    Asbridge, Mark
    ADDICTION, 2022, 117 (07) : 1843 - 1856
  • [28] Effects of In-Vehicle Touchscreen Location on Driver Task Performance, Eye Gaze Behavior, and Workload During Conditionally Automated Driving: Nondriving-Related Task and Take-Over
    Ban, Gayoung
    Park, Woojin
    HUMAN FACTORS, 2024, 66 (12) : 2651 - 2668
  • [29] Systematic Review and Meta-Analysis of Predictors of Military Task Performance: Maximal Lift Capacity
    Hydren, Jay R.
    Borges, Alexander S.
    Sharp, Marilyn A.
    JOURNAL OF STRENGTH AND CONDITIONING RESEARCH, 2017, 31 (04) : 1142 - 1164
  • [30] Effectiveness of cataract surgery in reducing driving-related difficulties: a systematic review and meta-analysis
    Subzwari, S.
    Desapriya, E.
    Scime, G.
    Babul, S.
    Jivani, K.
    Pike, I.
    INJURY PREVENTION, 2008, 14 (05) : 324 - 328