Transactions on Transport Sciences 2025, 16(2):56-67 | DOI: 10.5507/tots.2025.014

Exploring Personality Traits and Driving Behavior: Insights from Indian Drivers

Bivina Geetha Rajendrana, Pritikana Dasb
a. Assistant Professor, Maulana Azad National Institute of Technology Bhopal, Madhya Pradesh, India, 462003, bivinagr@manit.ac.in
b. Assistant Professor, Maulana Azad National Institute of Technology Bhopal, Madhya Pradesh, India, 462003, pritikanadas@manit.ac.in

The study examines the relationship between personality traits and driving behavior among Indian drivers, validating the Prosocial and Aggressive Driving Inventory (PADI) in the Indian context. Data were collected from 400 licensed drivers including age, gender, income, education, riding frequency, riding exposure, driving behavior, altruism and propensity for aggression. The results confirm the reliability and validity of the Indian version of PADI. Hierarchical regression analysis reveals that altruism positively influences prosocial driving behavior, while propensity for aggression significantly predicts aggressive driving behaviors. Additionally, riding frequency negatively impacts prosocial behavior, whereas riding exposure and novice driving experience contribute to aggressive behavior. Socio-demographic factors such as gender, age, income, and education also play a role in shaping driving behaviors. These findings provide insights into driver psychology and offer valuable implications for traffic safety interventions, policy development, and behavioral training programs tailored to the Indian context.

Keywords: Prosocial; Aggression; Altruism; Anger; Psychology; driving

Received: January 5, 2025; Revised: May 1, 2025; Accepted: June 3, 2025; Published: September 15, 2025  Show citation

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Rajendran, B.G., & Das, P. (2025). Exploring Personality Traits and Driving Behavior: Insights from Indian Drivers. Transactions on Transport Sciences16(2), 56-67. doi: 10.5507/tots.2025.014
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References

  1. Aghabayk, K., Rejali, S., & Shiwakoti, N. (2022). The Role of Big Five Personality Traits in Explaining Pedestrian Anger Expression. Sustainability, 14(19), 12099. Go to original source...
  2. Blows, S., Ameratunga, S., Ivers, R. Q., Lo, S. K. & Norton, R. (2005). Risky driving habits and motor vehicle driver injury. Accident Analysis and Prevention, 37, 619-624. Go to original source...
  3. Bone, S. A., & Mowen, J. C. (2006). Identifying the traits of aggressive and distracted drivers: A hierarchical trait model approach. Journal of Consumer Behaviour: An International Research Review, 5(5), 454-464. Go to original source...
  4. Bryman, A., & Cramer, D. (1999). Quantitative data analysis with SPSS for windows. London: Quantitative data analysis for social scientists.
  5. Carvalho, E., Ferreira, B. V., Ferreira, J., De Souza, C., Carvalho, H. V., Suhara, Y., ... & Pessin, G. (2017, May). Exploiting the use of recurrent neural networks for driver behavior profiling. In 2017 International Joint Conference on Neural Networks (IJCNN) (pp. 3016-3021). IEEE. Go to original source...
  6. Castillo-Manzano, J. I., & Castro-Nuño, M. (2012). Driving licenses based on points systems: Efficient road safety strategy or latest fashion in global transport policy? A worldwide meta-analysis. Transport Policy, 21, 191-201. Go to original source...
  7. Cellar, D. F., Nelson, Z. C., Yorke, C. M., & Bauer, C. (2001). The five-factor model and safety in the workplace: Investigating the relationships between personality and accident involvement. Journal of Prevention & Intervention in the community, 22(1), 43-52. Go to original source...
  8. Chandra, S., & Mohan, M. (2018). Analysis of Driver Behaviour at Unsignalized Intersections. Journal of Indian Roads Congress, 79(2), 5-10.
  9. Chatterjee, S., Bandyopadhyaya, P. S., & Mitra, S. (2020). Identifying critical safety issues on two-lane national highways in india-a case study from nh 117 and nh 60. Transportation research procedia, 48, 3908-3923. Go to original source...
  10. Chen, H., Hegde, S., & Bonfitto, A. (2024, August). Aggressive Driving Behavior Detection Using Integrated I-DBSCAN and LSTM Neural Network. In International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (Vol. 88339, p. V001T01A020). American Society of Mechanical Engineers.
  11. Clapp, J. D., Olsen, S. A., Beck, J. G., Palyo, S. A., Grant, D. M. M., Gudmundsdottir, B., & Marques, L. (2011). The driving behavior survey: Scale construction and validation. Journal of Anxiety Disorders, 25(1), 96-105. Go to original source...
  12. Dahlen, E. R., Edwards, B. D., Tubre, T., Zyphur, M. J., & Warren, C. R. (2012). Taking a look behind the wheel: An investigation into the personality predictors of aggressive driving. Accident Analysis and Prevention, 45, 1-9. Go to original source...
  13. Das, D., & Das, S. K. (2022, July). RsSafe: Personalized driver behavior prediction for safe driving. In 2022 International Joint Conference on Neural Networks (IJCNN) (pp. 1-8). IEEE. Go to original source...
  14. 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. Go to original source...
  15. Deery, H. A., & Fildes, B. N. (1999). Young novice driver subtypes: Relationship to high-risk behavior, traffic accident record, and simulator driving performance. Human factors, 41(4), 628-643. Go to original source...
  16. Deffenbacher, J. L., Deffenbacher, D. M., Lynch, R. S., & Oetting, E. R. (2001). Further evidence of reliability and validity for the Driving Anger Expression Inventory. Psychological Reports, 89(3), 535-540. Go to original source...
  17. Deffenbacher, J. L., Deffenbacher, D. M., Lynch, R. S., & Richards, T. L. (2003). Anger, aggression, and risky behavior: A comparison of high and low anger drivers. Behaviour Research and Therapy, 41, 701-718. Go to original source...
  18. Deffenbacher, J. L., Lynch, R. S., Oetting, E. R., & Swaim, R. C. (2002). The Driving Anger Expression Inventory: A measure of how people express their anger on the road. Behaviour Research and Therapy, 40, 717-737. Go to original source...
  19. Dukes, R. L., Clayton, S. L., Jenkins, L. T., Miller, T. L., & Rodgers, S. E. (2001). Effects of aggressive driving and driver characteristics on road rage. The Social Science Journal, 38(2), 323-331. Go to original source...
  20. Eisenberg N, Hofer C, Vaughan J. (2007). Effortful control and its socio emotional consequences. In: Gross JJ, editor. Handbook of emotion regulation. New York, NY: Guilford; pp. 287-306.
  21. 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. Go to original source...
  22. Faul, F., & Erdfelder, E. (1992). GPOWER: A priori, post-hoc, and compromise power analyses for MS-DOS [Computer program]. Bonn, FRG: Bonn University, Department of Psychology, 289-297.
  23. Fei, G., Zhang, X., Yang, Y., Yao, H., Yang, J., Li, X., ... & Xiang, H. (2019). Driving anger among motor vehicle drivers in China: A cross-sectional survey. Traffic injury prevention, 20(6), 570-574. Go to original source...
  24. Goldberg, L. R. (1999). A broad-bandwidth, public domain, personality inventory measuring the lower-level facets of several five-factor models. Personality psychology in Europe, 7(1), 7-28.
  25. Golias, I., & Karlaftis, M. G. (2001). An international comparative study of self-reported driver behavior. Transportation Research Part F: Traffic Psychology and Behaviour, 4(4), 243-256. Go to original source...
  26. Guo, M., Wei, W., Liao, G., & Chu, F. (2016). The impact of personality on driving safety among Chinese high-speed railway drivers. Accident Analysis & Prevention, 92, 9-14. Go to original source...
  27. Haritha, B., & Preethi, P. (2022). Analysis of Driver Behaviour Towards Road Safety Measures Using Driver Behaviour Questionnaire. In 2022 Second International Conference on Next Generation Intelligent Systems (ICNGIS) (pp. 1-6). IEEE. Go to original source...
  28. Harris, Paul & Houston, John & Vazquez, Jose & Smither, Janan & Harms, Amanda & Dahlke, Jeffrey & Sachau, Daniel. (2014). The Prosocial and Aggressive Driving Inventory (PADI): A self-report measure of safe and unsafe driving behaviors. Accident Analysis & Prevention. 72. 1-8. 10.1016/j.aap.2014.05.023. Go to original source...
  29. Hemenway, D., & Solnick, S. J. (1993). Fuzzy dice, dream cars, and indecent gestures: correlates of driver behavior? Accident Analysis & Prevention, 25(2), 161-170. Go to original source...
  30. 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. Go to original source...
  31. Iversen, H., & Rundmo, T. (2002). Personality, risky driving and accident involvement among Norwegian drivers. Personality and Individual Differences. 33: 1251-1263. Go to original source...
  32. Jayakumar, V., & Vinodkumar, M. N. (2025). An investigation into the role of driver characteristics in driving behaviours and subsequent clustering of Indian bus drivers. International Journal of Occupational Safety and Ergonomics, 31(1), 34-44. Go to original source...
  33. Jia, D., & Ngoduy, D. (2016). Platoon based cooperative driving model with consideration of realistic inter-vehicle communication. Transportation Research Part C: Emerging Technologies, 68, 245-264. Go to original source...
  34. Jonah, B. A. (1997). Sensation seeking and risky driving: a review and synthesis of the literature. Accident Analysis & Prevention, 29(5), 651-665. Go to original source...
  35. Jonah, B. A., Thiessen, R., & Au-Yeung, E. (2001). Sensation seeking, risky driving and behavioral adaptation. Accident Analysis & Prevention, 33(5), 679-684. Go to original source...
  36. Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and psychological measurement, 30(3), 607-610. Go to original source...
  37. Lajunen, T., Parker, D., & Stradling, S. G. (1998). Dimensions of driver anger, aggressive and highway code violations and their mediation by safety orientation in UK drivers. Transportation Research Part F: Traffic Psychology and Behaviour, 1(2), 107-121. Go to original source...
  38. Lajunen, T., & Özkan, T. (2011). Self-report instruments and methods. In Handbook of traffic psychology (pp. 43-59). Academic Press. Go to original source...
  39. Lajunen, T., & Parker, D. (2001). Are aggressive people aggressive drivers? A study of the relationship between self-reported general aggressiveness, driver anger and aggressive driving. Accident Analysis & Prevention, 33(2), 243-255. Go to original source...
  40. Lancaster, R., & Ward, R. (2002). The contribution of individual factors to driving behaviour: Implications for managing work-related road safety. HM Stationery Office.
  41. Lawton, R., Parker, D., Manstead, A. S., & Stradling, S. G. (1997). The role of affect in predicting social behaviors: The case of road traffic violations. Journal of applied social psychology, 27(14), 1258-1276. Go to original source...
  42. Lewin, I. (1982). Driver training: a perceptual-motor skill approach. Ergonomics, 25(10), 917-924. Go to original source...
  43. Li, F., Li, C., Long, Y., Zhan, C., & Hennessy, D. A. (2004). Reliability and validity of aggressive driving measures in China. Traffic Injury Prevention, 5(4), 349-355. Go to original source...
  44. Ma, Y., Gu, X., Yu, Y. N., Khattakc, A. J., Chen, S., & Tang, K. (2021). Identification of contributing factors for driver's perceptual bias of aggressive driving in China. Sustainability, 13(2), 766. Go to original source...
  45. 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. Go to original source...
  46. Marengo, D., Settanni, M., & Vidotto, G. (2012). Drivers' subtypes in a sample of Italian adolescents: relationship between personality measures and driving behaviors. Transportation research part F: traffic psychology and behaviour, 15(5), 480-490. Go to original source...
  47. Matricardi, L. R. (2006). Locus of control and risk behavior among college students.
  48. Nabi, H., Consoli, S. M., Chastang, J. F., Chiron, M., Lafont, S., & Lagarde, E. (2005). Type A behavior pattern, risky driving behaviors, and serious road traffic accidents: a prospective study of the GAZEL cohort. American journal of epidemiology, 161(9), 864-870. Go to original source...
  49. Najeeb, M. (2013). A Study of Psychological Factors Influencing Dangerous Driving, Speeding and Violation Behavior of Drivers. January, 1-253.
  50. NCRB. Suicides In India [WWW Document] https://ncrb.gov.in/sites/default/files/chapter-2-suicides-2018.pdf (2020)
  51. Norris, F. H., Matthews, B. A., & Riad, J. K. (2000). Characterological, situational, and behavioral risk factors for motor vehicle accidents: a prospective examination. Accident Analysis & Prevention, 32(4), 505-515. Go to original source...
  52. Özkan, T., & Lajunen, T. (2005). Multidimensional Traffic Locus of Control Scale (T-LOC): factor structure and relationship to risky driving. Personality and individual differences, 38(3), 533-545. Go to original source...
  53. Parker, D., Lajunen, T., & Summala, H. (2002). Anger and aggression among drivers in three European countries. Accident Analysis and Prevention, 34(2), 229-35. Go to original source...
  54. Phares, E. J. (1976). Locus of control in personality. Morristown, NJ: General Learning Press.
  55. Precht, L., Keinath, A., & Krems, J. F. (2017). Effects of driving anger on driver behavior-Results from naturalistic driving data. Transportation research part F: traffic psychology and behaviour, 45, 75-92. Go to original source...
  56. Rudin-Brown, C. M., & Noy, Y. I. (2002). Investigation of behavioral adaptation to lane departure warnings. Transportation Research Record, 1803(1), 30-37. Go to original source...
  57. Rushton, J. P., Chrisjohn, R. D., & Fekken, G. C. (1981). The altruistic personality and the self-report altruism scale. Personality and individual differences, 2(4), 293-302. Go to original source...
  58. Sanchez-Jimenez, J. (1967). Personality of the driver and the cause of accidents. Rev. Psic. gen. y apl, 22, 143-159.
  59. Schmitt, D. P., Allik, J., McCrae, R. R., & Benet-Martínez, V. (2007). The geographic distribution of Big Five personality traits: Patterns and profiles of human self-description across 56 nations. Journal of cross-cultural psychology, 38(2), 173-212. Go to original source...
  60. Schwebel, D. C., Severson, J., Ball, K. K., & Rizzo, M. (2006). Individual difference factors in risky driving: The roles of anger/hostility, conscientiousness, and sensation-seeking. Accident Analysis & Prevention, 38(4), 801-810. Go to original source...
  61. Shechtman, O., Classen, S., Awadzi, K., & Mann, W. (2009). Comparison of driving errors between on-the-road and simulated driving assessment: a validation study. Traffic injury prevention, 10(4), 379-385. Go to original source...
  62. Shen, B., Ge, Y., Qu, W., Sun, X., & yan, K. (2018). The different effects of personality on prosocial and aggressive driving behaviour in a Chinese sample. Transportation research part F: traffic psychology and behaviour, 56, 268-279. Go to original source...
  63. Shi, X., & Zhang, L. (2017). Effects of altruism and burnout on driving behavior of bus drivers. Accident Analysis & Prevention, 102, 110-115. Go to original source...
  64. Shinar, D. (1998). Aggressive driving: the contribution of the drivers and the situation. Transportation Research Part F: traffic psychology and behaviour, 1(2), 137-160. Go to original source...
  65. Shinar, D., & Compton, R. (2004). Aggressive driving: an observational study of driver, vehicle, and situational variables. Accident analysis & prevention, 36(3), 429-437. Go to original source...
  66. Sullivan, B. T., Johnson, L., Rothkopf, C. A., Ballard, D., & Hayhoe, M. (2011). The role of uncertainty and reward on eye movements in a virtual driving task. Journal of Vision, 12(13), 1-17. Go to original source...
  67. Sullman, M. J., Gras, M. E., Cunill, M., Planes, M., & Font-Mayolas, S. (2007). Driving anger in Spain. Personality and individual differences, 42(4), 701-713. Go to original source...
  68. Sullman, M. J. (2006). Anger amongst New Zealand drivers. Transportation Research Part F: Traffic Psychology and Behaviour, 9(3), 173-184. Go to original source...
  69. Tay, R., Champness, P., & Watson, B. (2003). Personality and speeding: Some policy implications. IATSS research, 27(1), 68-74. Go to original source...
  70. 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. Go to original source...
  71. WHO (2018) "Global Status Report on Road Safety", World Health Organization. ISBN 978-92-4-156568-4
  72. Wiesenthal, D. L., Hennessy, D. A., & Totten, B. (2000). The influence of music on driver stress. Journal of Applied Social Psychology, 30(8), 1709-1719. Go to original source...
  73. Yang, J., Du, F., Qu, W., Gong, Z., & Sun, X. (2013). Effects of personality on risky driving behavior and accident involvement for Chinese drivers. Traffic Injury Prevention, 14(6), 565-571. Go to original source...
  74. Zuckerman, M. (2007). The sensation seeking scale V (SSS-V): Still reliable and valid. Personality and Individual Differences, 43(5), 1303-1305. Go to original source...

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