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Re-examining The Time-varying Relationship Between Health and Income Distributions

Authors
Jeong, MinsooKim, Chang SikPark, Haeseong
Issue Date
3-Apr-2022
Publisher
TAYLOR & FRANCIS LTD
Keywords
Health-income gradient; functional regression estimation; binary probit regression
Citation
INTERNATIONAL ECONOMIC JOURNAL, v.36, no.2, pp 158 - 170
Pages
13
Indexed
SCOPUS
ESCI
KCI
Journal Title
INTERNATIONAL ECONOMIC JOURNAL
Volume
36
Number
2
Start Page
158
End Page
170
URI
https://scholarworks.bwise.kr/skku/handle/2021.sw.skku/97615
DOI
10.1080/10168737.2022.2073601
ISSN
1016-8737
1743-517X
Abstract
In this paper, we address the issue of the time-varying relationship between health and long-term income and show that income profile over time is more important than the permanent income of a specific period in explaining general health condition. A functional probit regression model is introduced to investigate how the income profiles of middle-aged people can affect the health condition of the last period of the given period using the Panel Study of Income Dynamics data. We also perform the probit estimation to check the robustness of the functional regression results. The empirical results of our paper clearly indicate a time-varying relationship between the entire distribution of income and health status at one point in time, which cannot be accurately explained by the current income or permanent income of the given period.
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