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
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
  • [41] Neural activity moderates the association between sleep and risky driving behaviors in adolescence
    Baker, Amanda E.
    Tashjian, Sarah M.
    Goldenberg, Diane
    Galvan, Adriana
    DEVELOPMENTAL COGNITIVE NEUROSCIENCE, 2020, 43
  • [42] Identifying Antecedents of Risky Appearance Management Behaviors The United States and South Korea
    Johnson, Kim K. P.
    Kim, Eundeok
    Lee, Ji Young
    Kim, Angella J.
    CLOTHING AND TEXTILES RESEARCH JOURNAL, 2014, 32 (02) : 107 - 123
  • [43] Teenage sex, drugs and alcohol use: problems identifying the cause of risky behaviors
    Rashad, I
    Kaestner, R
    JOURNAL OF HEALTH ECONOMICS, 2004, 23 (03) : 493 - 503
  • [44] Risk preference, risk perception as predictors of risky driving behaviors: the moderating effects of gender, age, and driving experience
    Jing, Linlin
    Shan, Wei
    Zhang, Yingyu
    JOURNAL OF TRANSPORTATION SAFETY & SECURITY, 2023, 15 (05) : 467 - 492
  • [45] Are subjective outcomes a ?missing link? between driving stress and risky driving behaviors of commuters? Assessing the case of a LMIC
    Cendales, Boris
    Llamazares, Francisco J.
    Useche, Sergio A.
    SAFETY SCIENCE, 2023, 158
  • [46] Probabilistic Approach for Modeling and Identifying Driving Situations
    Schneider, Joerg
    Wilde, Andreas
    Naab, Karl
    2008 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1-3, 2008, : 122 - +
  • [47] Risky driving by youth
    McKnight, AJ
    AUTOMOBILE INSURANCE: ROAD SAFETY, NEW DRIVERS, RISKS, INSURANCE FRAUD AND REGULATION, 1999, : 243 - 251
  • [48] Cross-domain influences on youth risky driving behaviors: A developmental cascade analysis
    Hsieh, Hsing-Fang
    Heinze, Justin E.
    Aiyer, Sophie M.
    Stoddard, Sarah A.
    Wang, Jin-Liang
    Zimmerman, Marc A.
    JOURNAL OF APPLIED DEVELOPMENTAL PSYCHOLOGY, 2015, 38 : 11 - 21
  • [49] MEASURING RISKY DRIVING BEHAVIORS IN ADOLESCENT DRIVERS USING A NOVEL SMARTPHONE TELEMATIC APP
    Rix, Kevin
    Delgado, M. Kit
    Ebert, Jeffrey
    McIntosh, Chelsea Ward
    Bocage, Claire
    Xiong, Ruiying
    Wiebe, Douglas
    McDonald, Catherine
    INJURY PREVENTION, 2022, 28 : A50 - A50
  • [50] Implicit attitudes towards risky driving behaviors: Evidence of validity for the implicit association test
    Tosi, Jeremias D.
    Ledesma, Ruben D.
    Diaz Lazaro, Carlos M.
    Poo, Fernando M.
    JOURNAL OF SAFETY RESEARCH, 2020, 75 : 284 - 291