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Modelling of pedestrian unsafe road crossing behavior: A comparison at a signalized and a non4 signalized crosswalk

机译:行人不安全道路交叉行为的建模:信号交叉口和非信号交叉口的比较

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Background: Many pedestrians are found to indulge in unsafe road crossing at both the signalized andnon-signalized crosswalks.Objective: To study and compare unsafe pedestrians’ crossing behaviour at a signalized and/or a non9signalized crosswalk.Method: F and t tests are performed to observe which crosswalk has the larger mean and variance of theavailable gap-size in the traffic flow and waiting time of pedestrians. Logistic regression models are fittedto examine the pedestrians’ risk and unsafe road crossing behavior at two crosswalks.Results: Mean and variance of available gap size and waiting time to pedestrian at a signalized crosswalk is larger than a non-signalized crosswalk. At a signalized crosswalk, probability of crossing by apedestrian with the gap size less than the adequate gap size is about 98%; and at a non-signalizedcrosswalk it is about 95%. At a signalized crosswalk only gap size parameter is significant. However, at anon-signalized crosswalk other predictor parameters (such as gender of the pedestrian, whether alone orin a group, type of the conflicting vehicle and traffic volume) are significant in determining the pedestrianroad crossing behavior. The odds of an unsafe road crossing by a pedestrian at a signalized crosswalk isabout 1.7 times higher than that at a non-signalized crosswalk.Conclusion: Pedestrians unsafely cross roads when gaps are available within the traffic flow, at bothsignalized and non-signalized crosswalks. Thus gap size is a significant parameter to determine thepedestrians’ unsafe road crossing behaviour at both crosswalks.
机译:背景:发现许多行人沉迷于信号灯和信号灯的不安全道路交叉口 非信号人行横道。 目的:研究和比较在信号灯和/或非信号灯9处不安全行人的过路行为 信号人行横道。 方法:进行F和t检验以观察哪个人行横道具有较大的均值和方差。 行人的交通流量和行人等待时间中可用的差距大小。逻辑回归模型拟合 检查行人在两个人行横道处的危险和不安全的行人过路行为。 结果:信号交叉口处行人的可用间隙大小和等待时间的均值和方差 步行比没有信号的人行横道要大。在有信号的人行横道上, 间隙尺寸小于适当间隙尺寸的行人约为98%;并在无信号的情况下 人行横道大约是95%。在有信号的人行横道上,仅间隙尺寸参数很重要。但是,在 非信号人行横道其他预测参数(例如行人的性别,无论是单独还是 在一组中,冲突车辆的类型和交通量对于确定行人有重要意义 横穿马路的行为。行人在信号人行横道上不安全横穿道路的几率是 大约是非信号人行横道的1.7倍。 结论:当交通流中存在间隙时,行人在两个道路上均会不安全地过马路 信号化和非信号化人行横道。因此,间隙尺寸是确定该尺寸的重要参数。 行人在两个人行横道上的不安全道口行为。

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