Neuropsychological Approach to Identifying Risky Driving Behaviors

被引:2
|
作者
Danno, Mikio [1 ]
Wakabayashi, Akio [1 ]
机构
[1] TOYOTA InfoTechnol Ctr Co Ltd, Tokyo 1070052, Japan
来源
2010 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV) | 2010年
关键词
INDIVIDUAL-DIFFERENCES; PERSONALITY; DETERMINANTS; PREDICTORS; DRIVERS; ROAD;
D O I
10.1109/IVS.2010.5548141
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Driving is a complex behavior that can be affected by an individual's emotional and cognitive status, and the environment. Since a neuropsychological approach is useful in identifying the complex combination of factors that may cause risky driving behaviors, and because subjective perceptions may misguide the decision-making process, this approach based on brain wave indexes was examined. The merit of this approach is that it enables any member to make decisions regarding an individual's ability to drive, despite insufficient information. First, we used a questionnaire survey to identify "risky drivers" and the relationship between traffic accidents and the drivers' psychosomatic state before traffic accidents. As a result, we found that risky drivers, who made up only 13.6% of respondents, accounted for 56.2% of the total number of accidents. We identified the "risky psychosomatic state" related to the risky driving behaviors. Finally, we proposed a direction for research concerning the neuropsychological approach based on brain wave indexes. These results can be incorporated into advanced driving support systems that grasp the driving environment, control the driver's psychosomatic state to alleviate his risky psychological traits, and intervene to handle the car inappropriately.
引用
收藏
页码:71 / 77
页数:7
相关论文
共 50 条
  • [21] Factors Associated With Adolescents' Propensity to Drive With Multiple Passengers and to Engage in Risky Driving Behaviors
    Mirman, Jessica H.
    Albert, Dustin
    Jacobsohn, Lela S.
    Winston, Flaura K.
    JOURNAL OF ADOLESCENT HEALTH, 2012, 50 (06) : 634 - 640
  • [22] Emotional intelligence and risky driving behaviour in adults
    Hayley, Amie C.
    de Ridder, Byron
    Stough, Con
    Ford, Talitha C.
    Downey, Luke A.
    TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2017, 49 : 124 - 131
  • [23] Conceptualization of aggressive driving behaviors through a Perception of aggressive driving scale (PAD)
    Alonso, Francisco
    Esteban, Cristina
    Montoro, Luis
    Serge, Andrea
    TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2019, 60 : 415 - 426
  • [24] Impaired-Driving Prevalence Among US High School Students: Associations With Substance Use and Risky Driving Behaviors
    Li, Kaigang
    Simons-Morton, Bruce G.
    Hingson, Ralph
    AMERICAN JOURNAL OF PUBLIC HEALTH, 2013, 103 (11) : E71 - E77
  • [25] Identifying a broad range of psychological characteristics associated with unsafe driving behaviors
    Wood, Dustin
    Harms, P. D.
    Adanu, Emmanuel Kofi
    TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2024, 107 : 1031 - 1041
  • [26] The mediating effect of driver characteristics on risky driving behaviors moderated by gender, and the classification model of driver ? s driving risk
    Song, Xiaolin
    Yin, Yangang
    Cao, Haotian
    Zhao, Song
    Li, Mingjun
    Yi, Binlin
    ACCIDENT ANALYSIS AND PREVENTION, 2021, 153
  • [27] Understanding risky driving behaviors among young novice drivers in Nigeria: A latent class analysis coupled with association rule mining approach
    Labbo, Muwaffaq Safiyanu
    Qu, Lin
    Xu, Chuan
    Bai, Wei
    Atumo, Eskindir Ayele
    Jiang, Xinguo
    ACCIDENT ANALYSIS AND PREVENTION, 2024, 200
  • [28] Investigating the Effects of Job Stress on the Distraction and Risky Driving Behaviors of Food Delivery Motorcycle Riders
    Chen, Ching -Fu
    SAFETY AND HEALTH AT WORK, 2023, 14 (02) : 207 - 214
  • [29] The relationship between self-reported ability emotional intelligence and risky driving behaviour: Consequences for accident and traffic ticket rate
    Megias-Robles, Alberto
    Sanchez-Lopez, Maria T.
    Fern, Pablo
    ACCIDENT ANALYSIS AND PREVENTION, 2022, 174
  • [30] The role of personality traits and driving experience in self-reported risky driving behaviors and accident risk among Chinese drivers
    Tao, Da
    Zhang, Rui
    Qu, Xingda
    ACCIDENT ANALYSIS AND PREVENTION, 2017, 99 : 228 - 235