Abstract
In order to guarantee user acceptance and functional safety of automated driving functions, a large number of real driving maneuvers are needed to represent real possible traffic scenarios. Evidence has indicated that people had different driving characteristics based on their demographic and socio-economic characteristics as well as their sensation-seeking score or their assessment of driving costs and benefits. A detailed analysis of driver personality operated in a naturalistic driving study investigates the significant influence of driver characteristics on driving behavior using statistical analysis methods to identify different driver types.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Paunonen, S.V.: Big five factors of personality and replicated predictions of behavior. J. Pers. Soc. Psychol., 411 (2003)
Paefgen, J., Kehr, F., Zhai, Y., Michahelles, F.: Driving behavior analysis with smartphones: insights from a controlled filed study. In: 11th International Conference on Mobile and Ubiquitous Multimedia, Ulm, Germany (2012)
Johnson, D., Trivedi, M.: Driving style recognition using a smartphone as a sensor platform. In: 14th International IEEE Conference on Intelligent Transportation Systems, Washington DC, USA (2011)
Eeren, H., Makinist, S., Akin, E., Yilmaz, A.: Estimating driving behavior by smartphone. In: Intelligent Vehicles Symposium, Alcala de Henares, Spain (2012)
Costa Jr., P.T., McCrae, R.R.: The five-factor model of personality and its relevance to personality disorders. J. Pers. Disord. 6(4), 343–359 (1992)
Lajunen, T.: Personality and accident liability: are extraversion, neuroticism and psychoticism related to traffic and occupational fatalities? Pers. Individ. Differ. 31(8), 1365–1373 (2001)
Kirkcaldy, B., Furnham, A.: Positive affectivity, psychological well-being, accident-and traffic-deaths, and suicide. Studia Psychol. 42, 1–2 (2000)
McMillen, D.L., Smith, S.M., Wells-Parker, E.: The effects of alcohol, expectancy, and sensation seeking on driving risk taking. Addict. Behav. 14(4), 477–483 (1989)
Kovalea, A., Beierlein, C., Kemper, C.J., Rammstedt, B.: Internale-Externale-Kontrollüberzeugung-4 (IE-4) (2014). https://doi.org/10.6102/zis184
Montag, I., Comrey, A.L.: Internality and externality as correlates of involvement in fatal driving accidents. J. Appl. Psychol. 72(3), 339 (1987)
Taubman-Ben-Ari, O.: Motivational sources of driving and their associations with reckless driving cognitions and behavior. Revue Européenne de Psychologie Appliquée/European Review of Applied Psychology 58(1), 51–64 (2008)
Michl, W.: Erlebnispaedagogik, p. 40. Ernst Rheinhardt Verlag, Munich (2009)
Luckner, J., Nadler, R.: Processing the Experience: Strategies to Enhanced and Generalize Learning, p. 29. Kendall/Hunt Publishing Co., Dubuque (1997)
Roth, M., Mayerhofer, D.: Deutsche Version des Arnett Inventory of Sensation Seeking (AISS-d) (2014). https://doi.org/10.6102/zis73
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
von Lienen, C., Effert, JS., Schwarzenberger, F., Hannawald, L., Prokop, G. (2020). How Personal Identity Influences the Driving Behavior-Correlation Analysis with Naturalistic Driving Data. In: Stanton, N. (eds) Advances in Human Aspects of Transportation. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1212. Springer, Cham. https://doi.org/10.1007/978-3-030-50943-9_3
Download citation
DOI: https://doi.org/10.1007/978-3-030-50943-9_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-50942-2
Online ISBN: 978-3-030-50943-9
eBook Packages: EngineeringEngineering (R0)