Volume List  / Volume 12 (2)



DOI: 10.7708/ijtte2022.12(2).04

12 / 2 / 196-213 Pages


Jameel Al-Karablieh - Aristotle University of Thessaloniki, Division of Transportation and Project Management, School of Engineering, Thessaloniki 54124, Greece -

Fotini Kehagia - Aristotle University of Thessaloniki, Division of Transportation and Project Management, School of Engineering, Thessaloniki 54124, Greece -


The aim of the paper is to investigate of differences in driving behavior between Greece and Palestine (West Bank Area) via applied of AUTH drivers’ questionnaire (ADQ) on different categories of drivers through the analysis of exploratory factor analysis (EFA) based on the structure of four factors. Data were collected from the driver' participants randomly for each country to assess the diversity of drivers behavior and performance. The analysis stage included descriptive analysis, statistical tests, EFA, and logistic regression analysis. The study found that there was a difference in the distribution of the participants according to socio-demographic data and was statistically significant between their responses. The EFA results supported the distinction between the behaviors of drivers in both countries depending on the factors that emerged. The study suggested the names of the factors considering to the question groups, which included commitment of traffic rules and safe driver behavior, driving errors and ordinary violation, weather conditions and daytime, and essential supplies and financial status. The study concluded that road accidents are affecting due to the diversity of drivers’ countries. In addition, the ADQ is appropriate to use and analysis of data according to the proposed set of factors and for evaluating the difference between countries in terms of driver behavior.

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Aberg, L.; Rimmo, P.A. 1998. Dimensions of aberrant driver behaviour, Ergonomics 41: 39-56.


Al Matawaha, J.; Jadaan, K.; Freeman, B. 2020. Analysis of speed related behavior of Kuwaiti drivers using the driver behavior questionnaire, Periodica Polytechnica Transportation Engineering 48(2): 150-158.


Bener, A.; Ozkan, T.; Lajunen, T. 2008. The Driver Behaviour Questionnaire in Arab Gulf countries: Qatar and United Arab Emirates, Accident Analysis and Prevention 40(4): 1411-1417.


Blockey, P.N.; Hartley, L.R. 1995. Aberrant driving behaviour: errors and violations, Ergonomics 38(9):1759-1771.


Cordazzo, S.T.; Scialfa, C.T.; Bubric, K.; Ross, R.J. 2014. The Driver Behaviour Questionnaire: A North American analysis, Journal of Safety Research 50:99-107.


Costello, A.B.; Osborne, J. 2005. Best Practices in Exploratory Factor Analysis: Four Recommendations for Getting the Most from Your Analysis, Practical Assessment, Research and Evaluation 10(7): 1-9.


Dabirinejad, S.; Kashani, A.T.; Nordfjaern, T. 2020. The association between lifestyle and aberrant driving behavior among Iranian car drivers, Transportation Research Interdisciplinary Perspectives 8: 1-6.


Davey, J.; Wishart, D.; Freeman, J.; Watson, B. 2007. An application of the driver behaviour questionnaire in an Australian organisational fleet setting, Transportation Research Part F: Traffic Psychology and Behaviour 10(1): 11-21.


De Campos, C. I.; Pitombo, C. S.; Delhomme, P.; Quintanilha, J. A. 2020. Comparative analysis of data reduction techniques for questionnaire validation using self-reported driver behaviors, Journal of Safety Research 73: 133-142.


de Winter, J.C.; Dodou, D. 2010. The Driver Behaviour Questionnaire as a predictor of accidents: A meta-analysis, Journal of Safety Research 41(6): 463-470.


Dingus, T.A.; Guo, F.; Lee, S.; Antin, J.F.; Perez, M.; Buchanan-King, M.; Hankey, J. 2016. Driver crash risk factors and prevalence evaluation using naturalistic driving data, Proceedings of the National Academy of Sciences 113(10): 2636-2641.


Elander, J.; West, R.; French, D. 1993. Behavioral correlates of individual differences in road traffic crash risk: An examination of methods and findings, Psychological Bulletin 113(2): 279-294.


Haig, B. 2010. Abductive Research Methods; Exploratory Factor Analysis, International Encyclopedia of Education (Third Edition): 77-82.


Hamdar, S.H.; Qin, L.; Talebpour, A. 2016. Weather and road geometry impact on longitudinal driving behavior: exploratory analysis using an empirically supported acceleration modeling framework, Transportation research part C: emerging technologies 67: 193–213.


Havarneanu, C.; Gheorghiu, A.; Hohn, M. 2010. Theoretical validity of the Driver Behaviour Questionnaire, Social Psychology Revue (Psihologie sociala Revista laboratorului de Psihologia Campului Social) 25: 137-153.


Hennessy, D.A.; Wiesenthal, D.L. 2005. Driving vengeance and willful violations: Clustering of problem driving attitudes, Journal of Applied Social Psychology 35(1): 61-79.


Hintze, J.L. 2007. User’s Guide V. NCSS Statistical Software. Available from Internet: https://www.ncss.com/wp-content/uploads/2012/09/NCSSUG5.pdf.


Iversen, H.; Rundmo, T. 2002. Personality, risky driving and accident involvement among Norwegian drivers, Personality and Individual Differences 33(8): 1251-1263.


Karacasu, M.; Ergül, B.; Altin Yavuz, A. 2014. Estimating the causes of traffic accidents using logistic regression and discriminant analysis, International Journal of Injury Control and Safety Promotion 21(4): 305-313.


Lajunen, T.; Parker, D.; Summala, H. 2004. The Manchester driver behaviour questionnaire: a cross-cultural study, Accident Analysis and Prevention 36(2): 231-238.


Lewin, I. 1982. Driver training: A perceptual-motor skill approach, Ergonomics 25(10): 917-924.


Machin, M.A.; Sankey, K.S. 2008. Relationships between young drivers’ personality characteristics, risk perceptions, and driving behaviour, Accident Analysis and Prevention 40(2): 541-547.


Martinussen, L.M.; Hakamies-Blomqvist, L.; Moller, M.; Ozkan, T.; Lajunen, T. 2013. Age, gender, mileage and the DBQ: The validity of the Driver Behavior Questionnaire in different driver groups, Accident Analysis and Prevention 52: 228-236.


Maslac, M.; Antic, B.; Lipovac, K.; Pesic, D.; Milutinovic, N. 2018. Behaviours of drivers in Serbia: Non-professional versus professional drivers, Transportation research part F: Traffic psychology and behavior 52: 101-111.


Maslac, M.; Antic, B.; Pesic, D.; Milutinovic, N. 2017. Behaviours of professional drivers: Validation of the DBQ for drivers who transport dangerous goods in Serbia, Transportation Research Part F, Traffic psychology and behavior 50, 80-88.


Ozkan, T.; Lajunen, T.; Summala, H. 2006. Driver Behaviour Questionnaire: A follow up study, Accident Analysis and Prevention 38: 386-395.


Papantoniou, P. 2015. Risk factors, driver behaviour and accident probability: The case of distracted driving, Doctoral thesis. Department of Transportation Planning and Engineering, School of Civil Engineering, National Technical University of Athens.


Parker, D.; Reason, J.T.; Manstead, A.S.; Stradling, S.G. 1995. Driving errors, driving violations and accident involvement, Ergonomics 38: 1036-1048.


Reason, J.; Manstead, A.; Stradling, S.; Baxter, J.; Campbell, K. 1990. Errors and violations on the roads: a real distinction?, Ergonomics 33(10-11): 1315-1332.


Rumar, K. 1985. The role of perceptual and cognitive filters in observed behavior”, In: Evans, L., Schwing, R.C. (Eds.), Human Behavior and Traffic Safety, 151-170.


Sarbescu, P. 2013. Psychometric properties of the Manchester Driver Behaviour Questionnaire in Romania: validation of a cross-cultural version, International Journal of Traffic and Transportation Psychology 1(1): 20-27.


Singh, S. 2015. Critical Reasons for Crashes Investigated in the National Motor Vehicle Crash Causation Survey, NHTSA Report (No. DOT HS 812 115). Available from Internet: https://crashstats.nhtsa.dot.gov/Api/Public/ViewPublication/812115.


Stanojevic, P.; Lajunen, T.; Jovanovic, D.; Sarbescu, P.; Kostadinov, S. 2018. The driver behaviour questionnaire in South-East Europe countries: Bulgaria, Romania and Serbia, Transportation Research Part F: Traffic psychology and behaviour 53: 24-33.


Stanton, N.A.; Salmon, P.M. 2009. Human error taxonomies applied to driving: A generic driver error taxonomy and its implications for intelligent transport systems, Safety Science 47(2): 227-237.


Stephens, A.N.; Fitzharris, M. 2016. Validation of the Driver Behaviour Questionnaire in a representative sample of drivers in Australia, Accident Analysis and Prevention 86: 186-198.


Sucha, M.; Sramkova, L.; Risser, R. 2014. The Manchester driver behaviour questionnaire: self-reports of aberrant behaviour among Czech drivers, European Transport Research Review 6(4): 493-502.


Ulleberg, P.; Rundmo, T. 2003. Personality, attitudes and risk perception as predictors of risky driving behaviour among young drivers, Safety Science 41(5): 427-443.


World Health Organization (WHO). 2011. Mobile phone use: a growing problem of driver distraction. Geneva, Switzerland. Available from Internet: https://www.who.int/publications/i/item/mobile-phone-use-a-growing-problem-of-driver-distraction. (Accessed 14 February 2011).


World Health Organization (WHO). 2018. Global status report on road safety. Geneva, Switzerland. Available from Internet: https://www.who.int/violence_injury_prevention/road_safety_status/2018/en/. (Accessed 17 June 2018).


Xie, C.Q.; Parker, D. A. 2002. Social psychological approach to driving violations in two Chinese cities, Transportation Research Part F: Traffic Psychology and Behaviour 5(4): 293-308.


Yilmaz, V; Çelik, H.E. 2011. Risky driving attitudes and self-reported traffic violations among Turkish drivers: The case of Eskisehir, Doguş Universitesi Dergisi 7(1): 127-138.


Yong, A.G.; Pearce, S.A. 2013. Beginner’s guide to factor analysis: Focusing on exploratory factor analysis, Tutorials in quantitative methods for psychology 9(2): 79-94.