Does Air Pollution Affect Health and Medical Insurance Cost in the Elderly: An Empirical Evidence from China

In recent years, the health conditions of the elderly (the middle-aged and the old, which for this study means people over 50 years of age) have deteriorated along with the aggravation of air pollution, which led to the change of medical insurance costs. This phenomenon is particularly prominent in...

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Main Authors: Tianlei Pi, Hongyan Wu, Xiaotong Li
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sustainability
Subjects:
Online Access:http://www.mdpi.com/2071-1050/11/6/1526
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spelling doaj-86e6132a2eac49fa8b9d42be7375a9dd2020-11-24T22:08:07ZengMDPI AGSustainability2071-10502019-03-01116152610.3390/su11061526su11061526Does Air Pollution Affect Health and Medical Insurance Cost in the Elderly: An Empirical Evidence from ChinaTianlei Pi0Hongyan Wu1Xiaotong Li2School of Economics and Business Administration, Chongqing University, Chongqing 400030, ChinaSchool of Economics and Business Administration, Chongqing University, Chongqing 400030, ChinaInstitute for Hospital Management, Tsinghua University, Shenzhen 518055, ChinaIn recent years, the health conditions of the elderly (the middle-aged and the old, which for this study means people over 50 years of age) have deteriorated along with the aggravation of air pollution, which led to the change of medical insurance costs. This phenomenon is particularly prominent in developing countries, such as China. A total of 15,892 research subjects from 56 prefecture-level cities in 23 provinces were collected from the database of China Health and Retirement Longitudinal Survey (CHARLS). We investigated the effects of air pollution, physical health, and medical insurance costs among three mechanisms using logistics and Ordinary Least Squares (OLS) hybrid cross-sectional regression, and we conducted a robust test. Overall, two pollutants, namely, PM10 and NO2, respectively showed an “inverted U-shaped” and “positive U-shaped” influencing path to health. In addition, when we studied the mechanism of air pollution affecting medical insurance costs, we found that air pollution can affect medical insurance costs through affecting self-rated health, and that the impact path is related to different diseases to some extent. At the same time, there was a certain negative correlation between air pollution and medical insurance: The higher the degree of air pollution, the worse the self-rated health, and the fewer opportunities there are to purchase medical insurance. It can be seen that air pollution affects the physical health of middle-aged and elderly people, thus indirectly and negatively affecting the medical insurance cost. Further research also found that the types of air pollutants in southern and northern China showed some differences. Specifically, NO2 and SO2 were the pollutants that harm the health of the elderly in the south and north, respectively.http://www.mdpi.com/2071-1050/11/6/1526air pollutionphysical healthmedical insurance costhypertensionheart disease
collection DOAJ
language English
format Article
sources DOAJ
author Tianlei Pi
Hongyan Wu
Xiaotong Li
spellingShingle Tianlei Pi
Hongyan Wu
Xiaotong Li
Does Air Pollution Affect Health and Medical Insurance Cost in the Elderly: An Empirical Evidence from China
Sustainability
air pollution
physical health
medical insurance cost
hypertension
heart disease
author_facet Tianlei Pi
Hongyan Wu
Xiaotong Li
author_sort Tianlei Pi
title Does Air Pollution Affect Health and Medical Insurance Cost in the Elderly: An Empirical Evidence from China
title_short Does Air Pollution Affect Health and Medical Insurance Cost in the Elderly: An Empirical Evidence from China
title_full Does Air Pollution Affect Health and Medical Insurance Cost in the Elderly: An Empirical Evidence from China
title_fullStr Does Air Pollution Affect Health and Medical Insurance Cost in the Elderly: An Empirical Evidence from China
title_full_unstemmed Does Air Pollution Affect Health and Medical Insurance Cost in the Elderly: An Empirical Evidence from China
title_sort does air pollution affect health and medical insurance cost in the elderly: an empirical evidence from china
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2019-03-01
description In recent years, the health conditions of the elderly (the middle-aged and the old, which for this study means people over 50 years of age) have deteriorated along with the aggravation of air pollution, which led to the change of medical insurance costs. This phenomenon is particularly prominent in developing countries, such as China. A total of 15,892 research subjects from 56 prefecture-level cities in 23 provinces were collected from the database of China Health and Retirement Longitudinal Survey (CHARLS). We investigated the effects of air pollution, physical health, and medical insurance costs among three mechanisms using logistics and Ordinary Least Squares (OLS) hybrid cross-sectional regression, and we conducted a robust test. Overall, two pollutants, namely, PM10 and NO2, respectively showed an “inverted U-shaped” and “positive U-shaped” influencing path to health. In addition, when we studied the mechanism of air pollution affecting medical insurance costs, we found that air pollution can affect medical insurance costs through affecting self-rated health, and that the impact path is related to different diseases to some extent. At the same time, there was a certain negative correlation between air pollution and medical insurance: The higher the degree of air pollution, the worse the self-rated health, and the fewer opportunities there are to purchase medical insurance. It can be seen that air pollution affects the physical health of middle-aged and elderly people, thus indirectly and negatively affecting the medical insurance cost. Further research also found that the types of air pollutants in southern and northern China showed some differences. Specifically, NO2 and SO2 were the pollutants that harm the health of the elderly in the south and north, respectively.
topic air pollution
physical health
medical insurance cost
hypertension
heart disease
url http://www.mdpi.com/2071-1050/11/6/1526
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