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A discrete choice analysis of transport mode choice causality and perceived barriers of sustainable mobility in the MENA region

机译:中东和北非地区交通方式选择因果关系和可持续交通障碍的离散选择分析

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摘要

Although there is considerable number of studies on urban travel mode choice, there are still two gaps: we have limited understanding of perceived and attitudinal barriers of sustainable modes and motives of personal car use, and the causes (not correlations) of mode choice decisions are almost unknown for certain geographical contexts such as the Middle East and North Africa (MENA). This study seeks to answer three questions: (1) what are the main barriers to choosing sustainable transport modes like active mobility and public transportation in the Middle East and North Africa? (2) which attitudinal or physical determinants define the transportation mode choice intentions and decisions in Tehran, Istanbul, and Cairo? and (3) what are the differences between the determinants of mode choice decisions in the case cities compared with those of Western societies? In this study, the data collected from 8284 interviewees in Tehran, Istanbul, and Cairo in 2017 were applied in a discrete choice model. The dependent variables of the modeling were the perceived main reasons against walking, biking, and public transit ridership, and the main factor encouraging car-driving. According to the findings, long walking distances, absences or lack of biking infrastructures, social and cultural problems and pressures against biking, and personal preference for cars compared to public transport prevent passengers from walking, biking, and using public transport. Comfort and convenience are the factors that make people avoid public transit in favor of cars. These determinants are fairly different from the main determinants of mode choice decisions in the Western societies. By applying a multinomial logistic regression model, 11 variables related to travel characteristics, perceptions, land-use and neighborhood, socio-economics, and self-selection were found significant or marginally significant in explaining all four models: the barriers to walking, biking, and public transit-use, and the motives for car-use. These findings support the hypothesis of this study that there are differences between the perceived and physical barriers to sustainable mobility as well as the motives of car-use in MENA megacities compared to Western societies. In short, mode-choice decisions and perceived determinants are context-sensitive. The conclusions of this study could be applied in urban and transportation planning in the MENA region to promote more sustainable mobility modes.
机译:尽管关于城市出行方式选择的研究很多,但仍然存在两个差距:我们对可持续方式的感知和态度障碍以及个人汽车使用动机的了解有限,而方式选择决策的原因(而非相关性)是对于某些地理环境(例如中东和北非(MENA))几乎是未知的。这项研究试图回答三个问题:(1)在中东和北非,选择可持续交通方式(如主动出行和公共交通)的主要障碍是什么? (2)在德黑兰,伊斯坦布尔和开罗,哪些态度或物理决定因素定义了运输方式选择的意图和决定? (3)与西方社会相比,案例城市中的模式选择决定因素之间有什么区别?在这项研究中,2017年从德黑兰,伊斯坦布尔和开罗的8284名受访者收集的数据应用于离散选择模型。该模型的因变量是人们反对步行,骑自行车和乘坐公共交通工具的主要原因,也是鼓励开车的主要因素。根据调查结果,步行距离长,缺乏或缺乏自行车基础设施,社会和文化问题以及反对骑自行车的压力,以及与公共交通工具相比,个人对汽车的偏爱阻止了乘客行走,骑自行车和使用公共交通工具。舒适性和便利性是使人们避开公共交通而偏爱汽车的因素。这些决定因素与西方社会中模式选择决定的主要决定因素完全不同。通过应用多项式Lo​​gistic回归模型,发现与旅行特征,感知,土地使用和邻里,社会经济因素以及自我选择有关的11个变量在解释所有四个模型时均具有显着或微弱的意义:行走,骑自行车,和公共交通用途,以及汽车用途。这些发现支持了这项研究的假设,即与西方社会相比,中东和北非大城市的可持续交通的感知障碍和物理障碍以及汽车使用动机之间存在差异。简而言之,模式选择决策和感知的决定因素是上下文相关的。这项研究的结论可用于中东和北非地区的城市和交通规划,以促进更可持续的出行方式。

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