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Determinants of College Students Choosing Railway during the Spring Festival Travel Rush in China: Preliminary Results Using Stated Preference Approach

机译:中国春节旅行热潮中选择铁路的大学生的决定因素:采用陈述偏好方法的初步结果

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This paper investigates the determinants of college students choosing railway travel during the spring festival travel rush in China. A stated choice experiment based on the rule of orthogonality was designed, in which four hypothetical trains (i.e., two local and two high-speed trains) plus a non-chosen option consisted of a choice set. A preliminary survey based on this design was carried out, in which 864 valid observations were collected. Then, an error component logit model, considering panel effect was established and estimated. Results confirmed satisfactory model goodness of fit. This study revealed some insights about college students' behavior of choosing rail travel and their preferences towards local and high-speed trains in spring festival travel rush. The results can be further regarded as a reference of prior knowledge in an efficient stated choice experiment design, which would generate statistically more efficient estimation results.
机译:本文研究了中国春节旅行高峰期大学生选择铁路旅行的决定因素。设计了一个基于正交规则的陈述选择实验,其中四个假设的火车(即两个本地火车和两个高速火车)加上一个非选择的选项组成一个选择集。基于此设计进行了初步调查,其中收集了864份有效观测值。然后,建立并估计了考虑面板效应的误差分量logit模型。结果证实了令人满意的模型拟合优度。这项研究揭示了一些有关大学生在春节旅行高峰期选择铁路旅行的行为以及他们对本地和高速火车的偏好的见解。结果可进一步视为有效陈述选择实验设计中的先验知识的参考,这将产生统计上更有效的估计结果。

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