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政大機構典藏 > 社會科學學院 > 地政學系 > 期刊論文 > Item 140.119/73354

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/73354

Title:	Why homebuyers have a high housing affordability problem: Quantile regression analysis
Authors:	Lin, Yu-Ju;Chang, Chin-Oh;Chen, Chien-Liang
Contributors:	地政系
Keywords:	Housing affordability;Housing price-to-income ratio;Quantile regression
Date:	2014-07
Issue Date:	2015-02-09 10:05:34 (UTC+8)
Abstract:	Previous researchers discussing housing affordability issues have primarily focused on the housing pressure of the whole society, and most papers on this topic have discussed to a degree on the housing affordability situation of individual households. However, housing affordability involves many problems, and cannot be analyzed using only the average or median housing price. To clearly identify the housing affordability situation of individual households, the individual household housing price-to-income ratio (i.e., the micro PIR) is used in this paper. We used the ordinary least squares model and quantile regression to analyze the micro PIR. The empirical results of this study show that the micro PIR has a right-skewed long-tail distribution. The empirical results revealed that general homebuyers with higher budgets and lower permanent incomes, who have purchased new houses with large amounts of space, located in downtown areas, tend to exhibit relatively higher micro PIR. Moreover, the results suggested that increasing search times or viewing additional houses cannot resolve the housing affordability problem. The 90th quantile result indicated that homebuyers with high micro PIRs may have high budgets and low incomes, and may be purchasing houses to invest. Thus, high housing PIRs may not indicate housing affordability.
Relation:	Habitat International, Vol.43, pp.41-47
Data Type:	article
DOI 連結:	http://dx.doi.org/10.1016/j.habitatint.2014.01.013
DOI:	10.1016/j.habitatint.2014.01.013
Appears in Collections:	[地政學系] 期刊論文

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