Consumption Gap Between Urban and Rural Migrants: A Study Based on the Quantile Regression and Decomposition

Liping Wang, Xue Meng
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Abstract

Based on the data of China Migrants Dynamic Survey in 2016, this paper uses the quantile regression and decomposition method to examine the consumption disparity between the urban and rural migrants. The empirical evidence finds that the consumption gap between the urban and rural migrants exists at each quantile of the distribution, and the effects of the characteristics covariates such as finance, demographics, mobility and employment on the consumption vary with the migrants’ positions in the consumption distribution and also differ between the urban and rural migrants. The differences in the characteristics account for 88.2% of the total consumption gap between the two groups. The consumption gap between the urban and rural migrants is higher at the middle and the top of the consumption distribution, and smaller at the low end of the distribution. The endowment effect increases at higher quantiles, while the coefficient effect decreases at higher quantiles. Keywords—urban migrants; rural migrants; consumption gap; quantile regression and decomposition
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城乡流动人口消费差距:基于分位数回归与分解的研究
本文基于2016年中国流动人口动态调查数据,采用分位数回归和分解方法对城乡流动人口消费差异进行了实证研究。实证研究发现,城乡流动人口的消费差距在分布的每个分位数上都存在,金融、人口、流动性、就业等特征协变量对消费的影响随流动人口在消费分布中的位置不同而不同,在城乡流动人口之间也存在差异。特征差异占两组总消费差距的88.2%。城乡流动人口的消费差距在消费分布的中高端较高,在消费分布的低端较小。禀赋效应在高分位数处增大,而系数效应在高分位数处减小。Keywords-urban移民;农村移民;消费差距;分位数回归与分解
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