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Interrelationships between Mode Choice and Trip-chain Choice decisions: A case of Mumbai Metropolitan Region

机译:模式选择与旅行链选择决策之间的相互关系 - 以孟买大都市地区为例

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Mumbai is one of the major cities in India, where the traffic volume is constantly being increased because of urbanization trend and changes in the socio-economic status of the society. These conditions not only influence commuter’s travel behaviour but also making it too complex. Mode choice and trip-chain choice are the two critical factors influencing this complex travel behaviour. In practice, different activity-based models are using different relationship patterns due to lack of consensus and proper empirical evidence. A few studies focus on the directionality of the trip-chain and mode choice decisions. Hence, this study investigates the hierarchical relationship between these two choice decisions including the influences of socio-demographic characteristics on them. This study uses Structural Equation Models for capturing this multidirectional relationship. This study uses a 15-day activity-travel data and activity-travel information obtained from the survey for defining the choice set. Two separate models are estimated for weekdays and weekends. From the model results, it was observed that the mode choice precedes trip-chain choice during weekdays and mode choice and trip-chain choice decisions are simultaneous during weekends. A number of socioeconomic characteristics also play major roles in influencing the relationships. The model results presented in this study are based on the individual level observations. Hence, for future research, it is necessary to incorporate household interactions and to study the relationship between these choices at the household level.
机译:孟买是印度的主要城市之一,由于城市化趋势和社会社会经济地位的变化,交通量不断增加。这些条件不仅影响通勤者的旅行行为,还使其变得过于复杂。模式选择和旅行链选择是影响这种复杂旅行行为的两个关键因素。在实践中,由于缺乏共识和适当​​的经验证据,基于不同的基于活动的模型正在使用不同的关系模式。一些研究侧重于旅行链和模式选择决策的方向性。因此,本研究调查了这两个选择决策之间的层次关系,包括社会人口特征对它们的影响。本研究使用用于捕获这种多向关系的结构方程模型。本研究使用从调查中获得的15天活动旅行数据和活动旅行信息,以定义选择集。平日和周末估计两个单独的型号。从模型结果中,观察到模式选择在平日期间的行程选择和模式选择和旅行链选择决策之前是周末的同时。许多社会经济特征也在影响关系方面发挥重要作用。本研究中提出的模型结果基于个体级别观察。因此,对于未来的研究,有必要纳入家庭互动,并在家庭层面研究这些选择之间的关系。

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