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Road Safety Risk Assessment: An Analysis of Transport Policy and Management for Low-, Middle-, and High-Income Asian Countries

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  • Syyed Adnan Raheel Shah

    (Taxila Institute of Transportation Engineering, Department of Civil Engineering, University of Engineering & Technology, Taxila 47050, Pakistan
    Transportation Research Institute (IMOB), Hasselt University, Agoralaan, B-3590 Diepenbeek, Belgium)

  • Naveed Ahmad

    (Taxila Institute of Transportation Engineering, Department of Civil Engineering, University of Engineering & Technology, Taxila 47050, Pakistan)

  • Yongjun Shen

    (School of Transportation, Southeast University, Sipailou 2, Nanjing 210096, China)

  • Ali Pirdavani

    (Transportation Research Institute (IMOB), Hasselt University, Agoralaan, B-3590 Diepenbeek, Belgium
    Faculty of Engineering Technology, Hasselt University, Agoralaan, B-3590 Diepenbeek, Belgium)

  • Muhammad Aamir Basheer

    (Transportation Research Institute (IMOB), Hasselt University, Agoralaan, B-3590 Diepenbeek, Belgium)

  • Tom Brijs

    (Transportation Research Institute (IMOB), Hasselt University, Agoralaan, B-3590 Diepenbeek, Belgium)

Abstract

Road safety assessment has played a crucial role in the theory and practice of transport management systems. This paper focuses on risk evaluation in the Asian region by exploring the interaction between road safety risk and influencing factors. In the first stage, a data envelopment analysis (DEA) method is applied to calculate and rank the road safety risk levels of Asian countries. In the second stage, a structural equation model (SEM) with latent variables is applied to analyze the interaction between the road safety risk level and the latent variables, measured by six observed performance indicators, i.e., financial impact, institutional framework, infrastructure and mobility, legislation and policy, vehicular road users, and trauma management. Finally, this paper illustrates the applicability of this DEA-SEM approach for road safety performance analysis.

Suggested Citation

  • Syyed Adnan Raheel Shah & Naveed Ahmad & Yongjun Shen & Ali Pirdavani & Muhammad Aamir Basheer & Tom Brijs, 2018. "Road Safety Risk Assessment: An Analysis of Transport Policy and Management for Low-, Middle-, and High-Income Asian Countries," Sustainability, MDPI, vol. 10(2), pages 1-30, February.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:2:p:389-:d:129889
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    References listed on IDEAS

    as
    1. Golob, Thomas F., 2003. "Structural equation modeling for travel behavior research," Transportation Research Part B: Methodological, Elsevier, vol. 37(1), pages 1-25, January.
    2. Lee, Lorraine & Petter, Stacie & Fayard, Dutch & Robinson, Shani, 2011. "On the use of partial least squares path modeling in accounting research," International Journal of Accounting Information Systems, Elsevier, vol. 12(4), pages 305-328.
    3. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    4. Raymond L. Raab & Richard W. Lichty, 2002. "Identifying Subareas That Comprise A Greater Metropolitan Area: The Criterion of County Relative Efficiency," Journal of Regional Science, Wiley Blackwell, vol. 42(3), pages 579-594, August.
    5. Kwon, He-Boong, 2017. "Exploring the predictive potential of artificial neural networks in conjunction with DEA in railroad performance modeling," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 159-170.
    6. Kopits, Elizabeth & Cropper, Maureen, 2003. "Traffic fatalities and economic growth," Policy Research Working Paper Series 3035, The World Bank.
    7. Anonymous, 1962. "World Health Organization," International Organization, Cambridge University Press, vol. 16(4), pages 879-880, October.
    8. Tenenhaus, Michel & Vinzi, Vincenzo Esposito & Chatelin, Yves-Marie & Lauro, Carlo, 2005. "PLS path modeling," Computational Statistics & Data Analysis, Elsevier, vol. 48(1), pages 159-205, January.
    9. D U A Galagedera & P Silvapulle, 2003. "Experimental evidence on robustness of data envelopment analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(6), pages 654-660, June.
    10. Anonymous, 1962. "World Health Organization," International Organization, Cambridge University Press, vol. 16(1), pages 237-241, January.
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    7. Chen, Faan & Zhu, Yilin & Zu, Jiacheng & Lyu, Jingyang & Yang, Junfeng, 2022. "Appraising road safety attainment by CRITIC-ELECTRE-FCM: A policymaking support for Southeast Asia," Transport Policy, Elsevier, vol. 122(C), pages 104-118.
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