Residential Location Choice Behavior for Different Households: Methodology and Case Study in Dalian, China
Residential Location Choice Behavior for Different Households: Methodology and Case Study in Dalian, China
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DOI：
10.11175/eastpro.2007.0.171.0
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发表时间：
2007
期刊：
影响因子：
--
通讯作者：
Pengpeng Jiao;N. Harata
中科院分区：
文献类型：
--
作者：
Pengpeng Jiao;N. Harata
本文提出了一个混合 Logit 框架来识别家庭的居住位置选择行为。该模型整合了“直接参数表示”方法来捕捉空间单元之间的相关性，以及区域可达性的综合结构来反映就业、学校、购物和娱乐机会的影响。根据人口统计和日常出行数据对家庭进行聚类，以提取其不同的居住选择特征。该模型应用于中国中心城市大连。实证结果表明，11675户家庭被分为5组，每组都有不同的特征。研究结果还显示，家庭在选择居住地时，对女性、男性和儿童通勤行为的敏感度以及对不同活动机会的区域可达性的偏好存在显着差异。
This paper presents a mixed logit framework to identify residential location choice behavior in households. The model integrates a "direct parametric representation" approach to capture the correlation between spatial units, as well as a comprehensive structure of zonal accessibility to reflect the effects of employment, school, shopping and recreational opportunities. Households are clustered based on demographic and daily trip data to extract their different residential choice characteristics. The model is applied to the central city of Dalian, China. The empirical results reveal that 11675 households are clustered into 5 groups, with distinct characteristic in each group. Results also show the significant differences in sensitivity to female, male and children commuting behavior when households make residential choices, as well as their preferences to zonal accessibility to different activity opportunities.