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Exploring Asymmetric Nexus Between CO(2) Emissions, Environmental Pollution, and Household Health Expenditure in China
OBJECTIVE: This study investigates the nexus between household health expenditure, CO(2) emissions and environmental pollution in China. We analyzed the asymmetric dynamic relationship between CO(2) emissions, environmental pollution and household health expenditure for the period 1990 to 2019 in Ch...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7886294/ https://www.ncbi.nlm.nih.gov/pubmed/33603519 http://dx.doi.org/10.2147/RMHP.S281729 |
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author | Zeeshan, Muhammad Han, Jiabin Rehman, Alam Ullah, Irfan Afridi, Fakhr E Alam |
author_facet | Zeeshan, Muhammad Han, Jiabin Rehman, Alam Ullah, Irfan Afridi, Fakhr E Alam |
author_sort | Zeeshan, Muhammad |
collection | PubMed |
description | OBJECTIVE: This study investigates the nexus between household health expenditure, CO(2) emissions and environmental pollution in China. We analyzed the asymmetric dynamic relationship between CO(2) emissions, environmental pollution and household health expenditure for the period 1990 to 2019 in China. METHODS: This study adopted nonlinear autoregressive distributed lag (NARDL) and Granger causality following the diagnostic test. Furthermore, we applied Dickey–Fuller (ADF), PP unit root tests, Zivot and Andrews test for structural breaks in our analysis. The NARDL is the most suitable econometric technique for estimations, especially if the asymmetric relationship exists among the variables. NARDL technique is capable to explore the dynamic relationship between CO(2) emissions, environmental pollution and household health expenditure. RESULTS: The empirical results verify the asymmetric nexus between CO(2) emissions, environmental pollution and household health expenditure in the context of China. The outcomes revealed that in the short run and long run positive shocks of CO(2) emissions and environmental pollution positively affecting health expenditure, while negative shocks reduce health spendings. The results also demonstrate bi-directional causality among household health spendings, CO(2) emissions and environmental pollution. CONCLUSION: Our results support many previous studies, documenting that CO(2) emissions positively contribute to the amount of household health expenditure, confirming the asymmetric relationship between CO(2) emissions and household health expenditure. The results also confirm the statistically significant and asymmetrically positive relationship between environmental pollution and household health expenditure. This implies that Chinese residents have to bear more household health expenditure, in the case of more CO(2) emissions and a greater amount of environmental pollution. |
format | Online Article Text |
id | pubmed-7886294 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-78862942021-02-17 Exploring Asymmetric Nexus Between CO(2) Emissions, Environmental Pollution, and Household Health Expenditure in China Zeeshan, Muhammad Han, Jiabin Rehman, Alam Ullah, Irfan Afridi, Fakhr E Alam Risk Manag Healthc Policy Original Research OBJECTIVE: This study investigates the nexus between household health expenditure, CO(2) emissions and environmental pollution in China. We analyzed the asymmetric dynamic relationship between CO(2) emissions, environmental pollution and household health expenditure for the period 1990 to 2019 in China. METHODS: This study adopted nonlinear autoregressive distributed lag (NARDL) and Granger causality following the diagnostic test. Furthermore, we applied Dickey–Fuller (ADF), PP unit root tests, Zivot and Andrews test for structural breaks in our analysis. The NARDL is the most suitable econometric technique for estimations, especially if the asymmetric relationship exists among the variables. NARDL technique is capable to explore the dynamic relationship between CO(2) emissions, environmental pollution and household health expenditure. RESULTS: The empirical results verify the asymmetric nexus between CO(2) emissions, environmental pollution and household health expenditure in the context of China. The outcomes revealed that in the short run and long run positive shocks of CO(2) emissions and environmental pollution positively affecting health expenditure, while negative shocks reduce health spendings. The results also demonstrate bi-directional causality among household health spendings, CO(2) emissions and environmental pollution. CONCLUSION: Our results support many previous studies, documenting that CO(2) emissions positively contribute to the amount of household health expenditure, confirming the asymmetric relationship between CO(2) emissions and household health expenditure. The results also confirm the statistically significant and asymmetrically positive relationship between environmental pollution and household health expenditure. This implies that Chinese residents have to bear more household health expenditure, in the case of more CO(2) emissions and a greater amount of environmental pollution. Dove 2021-02-11 /pmc/articles/PMC7886294/ /pubmed/33603519 http://dx.doi.org/10.2147/RMHP.S281729 Text en © 2021 Zeeshan et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Zeeshan, Muhammad Han, Jiabin Rehman, Alam Ullah, Irfan Afridi, Fakhr E Alam Exploring Asymmetric Nexus Between CO(2) Emissions, Environmental Pollution, and Household Health Expenditure in China |
title | Exploring Asymmetric Nexus Between CO(2) Emissions, Environmental Pollution, and Household Health Expenditure in China |
title_full | Exploring Asymmetric Nexus Between CO(2) Emissions, Environmental Pollution, and Household Health Expenditure in China |
title_fullStr | Exploring Asymmetric Nexus Between CO(2) Emissions, Environmental Pollution, and Household Health Expenditure in China |
title_full_unstemmed | Exploring Asymmetric Nexus Between CO(2) Emissions, Environmental Pollution, and Household Health Expenditure in China |
title_short | Exploring Asymmetric Nexus Between CO(2) Emissions, Environmental Pollution, and Household Health Expenditure in China |
title_sort | exploring asymmetric nexus between co(2) emissions, environmental pollution, and household health expenditure in china |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7886294/ https://www.ncbi.nlm.nih.gov/pubmed/33603519 http://dx.doi.org/10.2147/RMHP.S281729 |
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