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Modelling the effect of traffic safety culture on road fatalities: linear and nonlinear stochastic frontier analysis

Author

Listed:
  • Mohammad Mahdi Mozaffari

    (Imam Khomeini International University)

  • Mohammadreza Taghizadeh-Yazdi

    (University of Tehran)

  • Abdolkarim Mohammadi-Balani

    (Tarbiat Modares University)

  • Salman Nazari-Shirkouhi

    (University of Tehran)

  • Seyed Mohammad Asadzadeh

    (Technical University of Denmark)

Abstract

The literature on measuring road safety culture has been dominated by the use of questionnaires. Some researchers criticize this approach for the untraceable relationship between the questionnaire items and traffic safety culture, the disagreement between the respondents’ thoughts and behavior, and the social desirability bias. This paper aims to use time-variant stochastic frontier analysis (SFA) to quantitatively estimate the effect of road safety culture on road fatalities. This study contributes to the safety culture assessment by proposing a new methodology with two new features. Firstly, its parametric and flexible nature allows using any type of linear or nonlinear frontiers to describe the relationship between system characteristics and fatalities. Secondly, this analysis is purely data-driven; therefore, there is no need to use qualitative methods like questionnaires. The real-world applicability and significance of the proposed SFA framework are illustrated by evaluating the effect. Results show the robustness of SFA for determining the effect of road safety culture on road fatalities.

Suggested Citation

  • Mohammad Mahdi Mozaffari & Mohammadreza Taghizadeh-Yazdi & Abdolkarim Mohammadi-Balani & Salman Nazari-Shirkouhi & Seyed Mohammad Asadzadeh, 2023. "Modelling the effect of traffic safety culture on road fatalities: linear and nonlinear stochastic frontier analysis," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 14(3), pages 1049-1061, June.
    • Handle: RePEc:spr:ijsaem:v:14:y:2023:i:3:d:10.1007_s13198-023-01919-y
    DOI: 10.1007/s13198-023-01919-y
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    References listed on IDEAS

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    1. Hasan Dudu & Erol H. Cakmak & Nadir Ocal, 2015. "Drivers of Farm Efficiency in Turkey: A Stochastic Frontier Analysis," World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 1(1), pages 45-63, June.
    2. Fumitoshi Mizutani & Eri Nakamura, 2016. "Factors Affecting Inefficiency Level: Stochastic Frontier Analysis of Public Utility Firms in Japan," Discussion Papers 2016-02, Kobe University, Graduate School of Business Administration.
    3. Hailu, Kidanemariam Berhe & Tanaka, Makoto, 2015. "A “true” random effects stochastic frontier analysis for technical efficiency and heterogeneity: Evidence from manufacturing firms in Ethiopia," Economic Modelling, Elsevier, vol. 50(C), pages 179-192.
    4. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    5. Ghosh, Ranjan & Kathuria, Vinish, 2016. "The effect of regulatory governance on efficiency of thermal power generation in India: A stochastic frontier analysis," Energy Policy, Elsevier, vol. 89(C), pages 11-24.
    6. Sami Jarboui, 2016. "Managerial psychology and transport firms efficiency: a stochastic frontier analysis," Review of Managerial Science, Springer, vol. 10(2), pages 365-379, March.
    7. Anaya, Karim L. & Pollitt, Michael G., 2017. "Using stochastic frontier analysis to measure the impact of weather on the efficiency of electricity distribution businesses in developing economies," European Journal of Operational Research, Elsevier, vol. 263(3), pages 1078-1094.
    8. Vladim'ir Hol'y & Tom'av{s} Evan, 2021. "The Role of a Nation's Culture in the Country's Governance: Stochastic Frontier Analysis," Papers 2102.05411, arXiv.org, revised Apr 2021.
    9. Laura Petitta & Tahira M. Probst & Claudio Barbaranelli, 2017. "Safety Culture, Moral Disengagement, and Accident Underreporting," Journal of Business Ethics, Springer, vol. 141(3), pages 489-504, March.
    Full references (including those not matched with items on IDEAS)

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