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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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. |
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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 |
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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. |
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School of Social Sciences |
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School of Social Sciences Fang, Zheng Sakellariou, Christos |
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Article |
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Fang, Zheng Sakellariou, Christos |
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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 |
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2021 |
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https://hdl.handle.net/10356/145703 |
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