Social insurance, income and subjective well-being of rural migrants in China - an application of unconditional quantile regression

This paper identifies determinants to positively influence the happiness level of rural-to-urban migrants at the bottom of the distribution of subjective well being (SWB) using an unconditional quantile regression rather than the conventional mean regression methodology. Using a basic regression spe...

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Main Authors: Fang, Zheng, Sakellariou, Christos
Other Authors: School of Social Sciences
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/145703
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1457032021-01-05T06:13:52Z Social insurance, income and subjective well-being of rural migrants in China - an application of unconditional quantile regression Fang, Zheng Sakellariou, Christos School of Social Sciences Social sciences::Economic theory Unconditional Quantile China This paper identifies determinants to positively influence the happiness level of rural-to-urban migrants at the bottom of the distribution of subjective well being (SWB) using an unconditional quantile regression rather than the conventional mean regression methodology. Using a basic regression specification, the positive effects of income and objective health status and the negative effect of work hours are found to be decreasing along the distribution of SWB, suggesting that standard factors are more relevant to the SWB of the subgroup of less happy migrants. Education seems to play a stabilizing role as it decreases the likelihood of extremes in well-being. From an examination of social insurance coverage and relative concerns, a positive relationship between pension and SWB is observed for the first time in happiness literature on Chinese migrants, suggesting interesting future research directions on the policy effects of the newly established New Rural Social Pension scheme on improving the SWB of people with rural hukou. Furthermore, the signal effect is found when migrants are compared with urban workers and the status effect is found when they are compared with other migrants. However, we find that only perceived, rather than objective income position matters. 2021-01-05T06:13:52Z 2021-01-05T06:13:52Z 2015 Journal Article Fang, Z., & Sakellariou, C. (2016). Social insurance, income and subjective well-being of rural migrants in China - an application of unconditional quantile regression. Journal of Happiness Studies, 17(4), 1635-1657. doi:10.1007/s10902-015-9663-3 1389-4978 https://hdl.handle.net/10356/145703 10.1007/s10902-015-9663-3 4 17 1635 1657 en Journal of Happiness Studies © 2015 Springer Science+Business Media Dordrecht. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Social sciences::Economic theory
Unconditional Quantile
China
spellingShingle Social sciences::Economic theory
Unconditional Quantile
China
Fang, Zheng
Sakellariou, Christos
Social insurance, income and subjective well-being of rural migrants in China - an application of unconditional quantile regression
description This paper identifies determinants to positively influence the happiness level of rural-to-urban migrants at the bottom of the distribution of subjective well being (SWB) using an unconditional quantile regression rather than the conventional mean regression methodology. Using a basic regression specification, the positive effects of income and objective health status and the negative effect of work hours are found to be decreasing along the distribution of SWB, suggesting that standard factors are more relevant to the SWB of the subgroup of less happy migrants. Education seems to play a stabilizing role as it decreases the likelihood of extremes in well-being. From an examination of social insurance coverage and relative concerns, a positive relationship between pension and SWB is observed for the first time in happiness literature on Chinese migrants, suggesting interesting future research directions on the policy effects of the newly established New Rural Social Pension scheme on improving the SWB of people with rural hukou. Furthermore, the signal effect is found when migrants are compared with urban workers and the status effect is found when they are compared with other migrants. However, we find that only perceived, rather than objective income position matters.
author2 School of Social Sciences
author_facet School of Social Sciences
Fang, Zheng
Sakellariou, Christos
format Article
author Fang, Zheng
Sakellariou, Christos
author_sort Fang, Zheng
title Social insurance, income and subjective well-being of rural migrants in China - an application of unconditional quantile regression
title_short Social insurance, income and subjective well-being of rural migrants in China - an application of unconditional quantile regression
title_full Social insurance, income and subjective well-being of rural migrants in China - an application of unconditional quantile regression
title_fullStr Social insurance, income and subjective well-being of rural migrants in China - an application of unconditional quantile regression
title_full_unstemmed Social insurance, income and subjective well-being of rural migrants in China - an application of unconditional quantile regression
title_sort social insurance, income and subjective well-being of rural migrants in china - an application of unconditional quantile regression
publishDate 2021
url https://hdl.handle.net/10356/145703
_version_ 1688654635654447104