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    Variables Affecting the Risk of Vehicle Collisions in Australian Road Tunnels by Edwin Hidayat, David Lange, Jurij Karlovsek, Jiwon Kim

    Published 2023-11-01
    “…The findings reveal that rear-end collisions are the most common type of collision in Australian road tunnels. Furthermore, only one variable had a significant impact on the number of casualties, while three variables had a significant impact on the types of collisions. …”
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    Investigation of Factors That Have Affected the Outcomes of Road Traffic Accidents on Lithuanian Roads by Teresė Leonavičienė, Saugirdas Pukalskas, Vidmantas Pumputis, Erika Kulešienė, Vidas Žuraulis

    Published 2020-12-01
    “…The logistic regression model that allows identifying the relationship between the dependent and independent variables were used in the research. Other methods for describing and analysing categorical variables were also used alongside the logistic regression. …”
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    Influence of road surface type on the magnetic susceptibility and elemental composition of road dust by Marzena Rachwał, Magdalena Penkała, Wioletta Rogula-Kozłowska, Małgorzata Wawer-Liszka, Aneta Łukaszek-Chmielewska, Joanna Rakowska

    Published 2024-12-01
    “…The results showed high variability with no clear differences between samples taken from asphalt and concrete roads. …”
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    The effect of pre-crash variables on occupants’ injury risk in car impacts: assessment by feature ranking, regression, and machine learning for increasing injury scales by Michelangelo-Santo Gulino, Alessio Sortino, Dario Vangi

    Published 2025-08-01
    “…Abstract The Vision Zero goals of the European Commission aim to eliminate road fatalities and severe injuries by 2050. To achieve this target, it is crucial to identify the most influential variables on injury outcomes in real accidents, determining priority axes for interventions aimed at increasing road safety. …”
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    Risky behaviors and road safety: An exploration of age and gender influences on road accident rates. by Dakota McCarty, Hyun Woo Kim

    Published 2024-01-01
    “…Our study aims to address this issue by identifying demographic-related variables and their indirect effects on road accident frequency. …”
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    Determining the Operator for the Public Toll Road by Bin Shang, Qiang Sun, Hao Feng, Jiancong Chang

    Published 2021-01-01
    “…Then, the government will have to decide whether a private firm or government itself would be suitable to operate the road. A model is presented for decision-making through balancing interests between the government and the private firm with an introduction of an intermediate variable, i.e., bidding price. …”
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