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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:传输模式选择因果关系的离散选择分析及可持续流动性障碍的梅纳地区

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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:虽然有相当数量的城市旅游模式选择的研究,但仍有两个空白:我们对可持续模式和个人汽车的动机的感​​知和态度障碍有限,以及模式选择决策的原因(不相关)对于诸如中东和北非(MENA)之类的某些地理上下文几乎未知。本研究旨在回答三个问题:(1)选择可持续运输方式的主要障碍是中东和北非的积极流动性和公共交通(2)哪种态度或身体决定因素定义了德黑兰,伊斯坦布尔和开罗的运输模式选择意图和决策? (3)与西方社会相比,案例城市模式决策的决定因素之间有什么差异是什么?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被应用于离散选择模型。建模的依赖变量是对行走,骑自行车和公共交通乘坐的主要原因,以及鼓励汽车驾驶的主要因素。根据调查结果,长途步行距离,缺席或缺乏骑自行车的基础设施,社会和文化问题和对骑自行车的压力,与公共交通相比,汽车的个人喜好防止乘客走路,骑自行车和使用公共交通工具。舒适和便利是让人们避免公共交通支持汽车的因素。这些决定因素与西方社会模式选择决策的主要决定因素相当不同。通过应用多项式物流回归模型,11个变量与旅行特征,感知,土地利用和邻域,社会经济以及自我选择有着重要的或略微意义,在解释所有四种模型中:走路,骑自行车的障碍,和公共交通使用,以及汽车使用的动机。这些调查结果支持本研究的假设,即可持续移动性的感知和物理障碍与Mena Megacities的汽车用动机与西方社会之间存在差异。简而言之,模式 - 选择决策和感知的决定因素是上下文敏感的。本研究的结论可用于梅纳地区的城市和交通规划,促进更可持续的流动模式。

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