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Household-level dynamics in residential location choice modelling with a latent auction method

机译:具有潜在拍卖方法的住宅位置选择建模家庭级动态

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摘要

A longstanding deficiency in the modelling of residential location choices is the common assumption of a single household decision-maker. This paper contributes to a growing literature on methods to capture intra-household dynamics in this decision process. A latent auction approach is employed to estimate a residential location choice model for the Greater Toronto Area. The present work extends the consideration of individual utility factors beyond simple commute time, to include frequency of automobile use, transit use, and the cost of parking at the destination. Results suggest a weakening differential between male and female roles in the residential location choice, as multi-worker households are increasing in response to increasing costs of living. The strength of the latent auction model is confirmed as a means of linking bid-rent with observed market prices. Several conclusions are drawn out of the model results, including a pattern of larger households preferring the larger and cheaper houses characteristic of suburban areas of the Greater Toronto Area.
机译:住宅地点选择建模的长期缺陷是单一家庭决策者的共同假设。本文有助于捕捉本决定过程中居住内动态的方法的日益增长的文献。采用潜在的拍卖方法来估计大多伦多地区的住宅位置选择模型。本工作扩展了超出简单通勤时间的个人效用因素的考虑,包括汽车使用,运输使用的频率和目的地停车的成本。结果表明住宅地点选择中的男性和女性角色之间的弱化差异,因为多员家庭因越来越多的生活成本而越来越多。潜在拍卖模型的强度被确认为将投标与观察到的市场价格联系起来的手段。几个结论被抽出了模型结果,包括较大的家庭的模式,更倾向于更大多伦多地区的郊区的较大和更便宜的房屋特征。

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