Skip to main content

Modelling Driver Behaviour on Basis of Emotions and Feelings: Intelligent Transport Systems and Behavioural Adaptations

  • Chapter
Book cover Modelling Driver Behaviour in Automotive Environments

Abstract

Intelligent transport system (ITS) is a generic concept, which covers a wide range of systems. In this context the concept is applied on automotive systems and comprises systems generally defined as (advanced) driver assistance systems (ADAS/DAS), in-vehicle information systems (IVIS) and roadside telematics (RT). The present text focuses on anti-locking brake systems (ABS), which is used as an illustrative example of an ITS, mainly because evaluation studies have shown unintended effects that call for explanations. ABS, which aims to maintain the steering capacity during (heavy) braking by preventing the wheels from locking, is considered a driver assistance system (DAS). ABS has become an increasingly standard equipment of new car makes and has been around for more than 20 years. Several studies have evaluated the effects of ABS on behaviour and accidents and the system is a case of special interest for several reasons: One is the demonstration of risk compensation associated with ABS and other reasons are contra-intuitive and even detrimental effects on traffic safety. With ABS as an illustrative example, several key issues can be discussed when considering ITS in a more generic sense. Further, to better understand and predict effects of ITS, a theoretical driver behaviour model based on emotions and feelings is presented. Behavioural adaptation and risk compensation are regarded as core problems, which have to be addressed in terms of traffic safety. One of the very aims of the proposed driver behaviour model is to explain and predict risk compensation that might be associated with a given ITS.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Aijzen, I. and Fishbein, M. (1980). Understanding attitudes and predicting social behaviour. Prentice-Hall, Englewood Cliffs, NJ.

    Google Scholar 

  • Aijzen, I. (1985). From intentions to actions: A theory of planned behaviour. In J. Kuhl and Beckmann (Eds.). Action control. From cognition to behaviour. Springer Verlag, Berlin, pp. 11–40.

    Google Scholar 

  • Aschenbrenner, K.M., Biehl, B. and Wurm, G.W. (1987). Einfluß Der Risikokompensation auf die Wirkung von Verkehrsicherheitsmassnahmen am Beispiel ABS. Schriftenreihe Unfall-und Sicherheitsforschung Straßenverkehr. Heft 63 Bergisch Gladbach, Bundesanstalt für Strassenwesen (BASt), pp. 65–70.

    Google Scholar 

  • Assum, T., Bjørnskau, T., Fosser, S. and Sagberg, F. (1999). Risk compenasation — The case of road lighting. Accident Analysis and Prevention, 31, 545–533.

    Article  Google Scholar 

  • Atkinson, R.L., Atkinson, R.C., Smith, E.E., Bern, D.J. and Nolen-Hoeksema, S. (1996). Hilgard’s introduction to psychology (12th ed.). Hartcourt Brace College Publishers, Fortworth, TH.

    Google Scholar 

  • Bechara, A., Damasio, H., Tranel, D. and Damasio, A.R. (1997). Deciding advantageously before knowing the advantageous strategy. Science, 275, 1293–1295.

    Article  Google Scholar 

  • Bjørnskau, T. (2003). Risk in road traffic 2001/2002. Oslo, Institute of Transport Economics. TøI report no 694/2003. (In Norwegian, with summary in English).

    Google Scholar 

  • Brandt, B. (1994). ABS increases stopping distances in braking/evasive manoeuvre. Accident Reconstruction Journal, 41–42.

    Google Scholar 

  • Broughton, J. and Baugha, C. (2002). The effectiveness of antilock braking systems in reducing accidents in Great Britain. Accident Analysis and Prevention, 34, 347–355.

    Article  Google Scholar 

  • Damasio, A.R. (1994). Descartes’ error: Emotion, reason and the human brain. G.P. Putnam’s and Sons, New York.

    Google Scholar 

  • Dang, J.N. (2004). Preliminary results analyzing the effectiveness of electronic stability control (ESC) systems. Report no. DOT-HS-809-790. U.S. Department of Transportation, Washington, DC.

    Google Scholar 

  • Elvik, R. and Vaa, T. (2004). The handbook of road safety measures. Elsevier, Oxford.

    Google Scholar 

  • Evans, L. and Gerrish, P.H. (1996). Antilock brakes and risk of front and rear impact in two-vehicle crashes. Accident Analysis and Prevention, 28, 315–323.

    Article  Google Scholar 

  • Farmer, C. (2004). Effect of electronic stability control on automobile crash risk. Insurance Institute for Highway Safety, USA Traffic Injury Prevention.

    Google Scholar 

  • Fuller, R. (1984). A conceptualization of driving behaviour as threat avoidance. Ergonomics, 27, 1139–1155.

    Article  Google Scholar 

  • Fuller, F. (2000). The task-capability interface model of the driving process, Recherche Transports Sécurité, 66, 47–59.

    Google Scholar 

  • Gibson, J.J. and Crooks, L.E. (1938). A theoretical field-analysis of automobile-driving. The American Journal of Psychology, 51(3), 453–471.

    Article  Google Scholar 

  • Glad, A. (2001). Glare effects of high beam on motorcycles in daylight. Oslo, Institute of Transport Economics. TØI-report 521/2001. (In Norwegian with summary in English).

    Google Scholar 

  • Hertz, E., Hilton, J. and Johnson, D.M. (1995A). An analysis of the crash experience of light trucks equipped with antilock braking systems. Report DOT HS 808 278. U.S. Department of Transportation, National Highway traffic Safety Administration, Washington, DC.

    Google Scholar 

  • Hertz, E., Hilton, J. and Johnson, D.M. (1995B). An analysis of the crash experience of passenger cars equipped with antilock braking systems. Report DOT HS 808 279. U.S. Department of Transportation, National Highway traffic Safety Administration Washington, DC. (USA, smaller lorries and multi-purpose vehicles).

    Google Scholar 

  • HLDI-Highway Loss Data Institute (1995). Three years on-the-road experience with antilock brakes. HLDI Special Report A-47. Highway Loss Data Institute Arlington, Va, (USA, cars).

    Google Scholar 

  • Hoff, T. (2002). Mind design: Steps into an ecology of humanmachine systems. Dr. Polit. Dissertation. Trondheim, Department of Psychology and Department of Product Design Engineering, Norwegian University of Science and Technology.

    Google Scholar 

  • Kahane, C.J. (1993). Preliminary evaluation of the effectiveness of rearwheel antilock brake systems for light trucks. Draft Report December 1993. US Department of Transportation, National Highway Traffic Safety Administration, Washington, DC.

    Google Scholar 

  • Kahane, C.J. (1994). Preliminary evaluation of the effectiveness of antilock brake systems for passenger cars. Report DOT HS 808 206. US Department of Transportation, National Highway Traffic Safety Administration, Washington, DC.

    Google Scholar 

  • Lie, A., Tingvall, C., Krafft, M. and Kullgren, A. (2004). The effectiveness of ESP (electronic stability programme) in reducing real life accidents. Traffic Injury Prevention, 5, 37–41.

    Article  Google Scholar 

  • Michon, J.A. (1985). A critical view of driver behavior models: What do we know, what should we do? In L. Evans and R.C. Schwing(Eds.). Human behaviour and traffic safety. Plenum Press, New York.

    Google Scholar 

  • Näätänen, R. and Summala, H. (1974). A model for the role of motivational factors in drivers’ decision-making. Accident Analysis and Prevention, 6, 243–261.

    Article  Google Scholar 

  • Overskeid, G. (2000). The slave of the passions: Experiencing problems and selecting solutions. Review of General Psychology, 4, 284–309.

    Article  Google Scholar 

  • Reason, J. (1990). Human error. Cambridge University Press, Cambridge.

    Google Scholar 

  • Robinson, B.J. and Duffin, A.R. (1993). The performance and reliability of anti-lock braking systems. Braking of road vehicles. Proceedings of the Institution of Mechanical Engineers? 23–24 March 1993. Institution of Mechanical Engineers (IMechE), Birdcage Walk, London. Published by Mechanical Engineers Publications Limited, pp. 115–126.

    Google Scholar 

  • Rothengatter, T. (1988). Risk and the absence of pleasure: A motivational approach to modelling road user behaviour. Ergonomics, 31, 599–607.

    Article  Google Scholar 

  • Sagberg, F., Fosser, S. and Saetermo, I.A.F. (1997). An investigation of behavioural adaptation to airbags and antilock brakes among taxi drivers. Accident Analysis and Prevention, 29, 293–302.

    Article  Google Scholar 

  • Sagberg, F. (2001). Accident risk of car drivers during mobile telephone use. International Journal of Vehicle Design, 26(1), 57–69.

    Article  Google Scholar 

  • Taylor, D.H. (1964). Driver’s galvanic skin response and the risk of accidents. Ergonomics, 7, 439–451.

    Article  Google Scholar 

  • Tversky, A. and Kahneman, D. (1974). Judgement under uncertainty: Heuristics and biases. Science, 185, 1124–1131.

    Article  Google Scholar 

  • Ulleberg, P. (2002). Personality subtypes of young drivers. Relationship to risk-taking preferences, accident involvement and response to a traffic safety campaign. Transportation Research Part F, 4, 279–297.

    Google Scholar 

  • Vaa, T. (2000). A comment on the definition of aggression and aggressive driving behaviour. Proceedings of the Conference ‘Road Safety on three Continents’ Pretoria. South Africa, September 2000, pp. 20–22.

    Google Scholar 

  • Vaa, T. (2001a). Cognition and emotion in driver behaviour models: Some critical viewpoints. Proceedings of the 14th ICTCT Workshop. Caserta 2001 (www.ictct.org).

    Google Scholar 

  • Vaa, T. (2001b). Driver behaviour models and monitoring of risk: Damasio and the role of emotions. Proceedings from VTI-Conference Traffic Safety on Three Continents. Moscow 19–21 September 2001.

    Google Scholar 

  • Vaa, T. (2003a). Survival or deviance? A Model for Driver Behaviour. Final report. Oslo, Institute of Transport Economics. TØI-report no. 666/2003 (In Norwegian with summary in English).

    Google Scholar 

  • Vaa, T. (2003b). Impairments, diseases, age and their relative risks of accident involvement: Results from metaanalysis. Deliverable R1.1 of EU-project IMMORTAL. Oslo, Institute of Transport Economics, TØI report no. 690/2003.

    Google Scholar 

  • Várhelyi, A. (1996). Dynamic speed adaptation based on information technology: A theoretical background. Department of Traffic Planning and Engineering, Lund Institute of Technology, University of Lund, Bulletin 142.

    Google Scholar 

  • Wilde, G.J.S. (1982). The theory of risk homeostasis: Implications for safety and health. Risk Analysis, 2, 209–225.

    Article  Google Scholar 

  • Wilde, G.J.S. (1988). Risk homeostasis theory and traffic accidents: Propositions, deductions and discussion of dissension in recent reactions. Ergonomics, 31(4), 441–468.

    Article  Google Scholar 

  • Zuckerman, M. (1994). Behavioural expressions and biosocial bases of sensation seeking. Cambridge University Press, Cambridge.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag London Limited

About this chapter

Cite this chapter

Vaa, T. (2007). Modelling Driver Behaviour on Basis of Emotions and Feelings: Intelligent Transport Systems and Behavioural Adaptations. In: Cacciabue, P.C. (eds) Modelling Driver Behaviour in Automotive Environments. Springer, London. https://doi.org/10.1007/978-1-84628-618-6_12

Download citation

  • DOI: https://doi.org/10.1007/978-1-84628-618-6_12

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-84628-617-9

  • Online ISBN: 978-1-84628-618-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics