Real Time Safety Model for Pedestrian Red-Light Running at Signalized Intersections in China

نویسندگان

چکیده

The traditional way to evaluate pedestrian safety is a reactive approach using the data at an aggregate level. objective of this study develop real-time models for red-light running signal cycle level traffic data. Traffic 464 cycles during 16 h were collected eight crosswalks on two intersections in city Nanjing, China. Various developed based different combination explanatory variables Bayesian Poisson-lognormal (PLN) model. estimation Markov chain Monte Carlo simulation utilized estimates. models’ comparison results show that model incorporated exposure, pedestrians’ characteristics and crossing maneuver, control crosswalk design outperforms exposure characteristics, maneuver. result indicates including more could improve fit. volume, ratio males, pedestrians phone talking, waiting time, green ratio, type, length are statistically significantly associated with running. findings from be useful evaluation as well optimization.

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ژورنال

عنوان ژورنال: Sustainability

سال: 2021

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su13041695