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The correlation between economic fluctuation, workforce employment and health expenditure in the BRICS countries
In this paper, we use the Fourier ARDL method (data from 2000 to 2019) to examine whether there is a correlation between economic fluctuation, health expenditure, and employment rate among BRICS countries. Fourier ARDL's model, the same as Bootstrap ARDL model, is to test the long-term cointegr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9501692/ https://www.ncbi.nlm.nih.gov/pubmed/36159239 http://dx.doi.org/10.3389/fpubh.2022.933728 |
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author | Gu, Lingyan Wang, Mei-Chih Li, Fangjhy |
author_facet | Gu, Lingyan Wang, Mei-Chih Li, Fangjhy |
author_sort | Gu, Lingyan |
collection | PubMed |
description | In this paper, we use the Fourier ARDL method (data from 2000 to 2019) to examine whether there is a correlation between economic fluctuation, health expenditure, and employment rate among BRICS countries. Fourier ARDL's model, the same as Bootstrap ARDL model, is to test the long-term cointegration relationship of variables; when there is cointegration, it will test whether there is a causal relationship. When there is no cointegration, short-term Granger causality between variables is tested. Our study shows that, in the long-term, whether South Africa takes economic fluctuation, employment rate or health expenditure as the dependent variable, there is a cointegration relationship with the other two independent variables, but the causal relationship is not significant. In short-term Granger causality tests, the effects of economic fluctuation in Brazil, China, and South Africa on health expenditure lag significantly by one period. Economic fluctuation in Brazil, India and China had a negative effect on employment rate, while South Africa had a positive effect. Health expenditure in Russia and India has a negative effect on employment rate, while China has a positive effect. Employment rates in China and South Africa have a significant positive effect on economic fluctuation, while Russia has a negative effect. India's employment rate has a negative effect on health expenditure, while South Africa's has a positive effect. In short-term causality tests, different countries will exhibit different phenomena. Except for economic fluctuation, where health spending is positive, everything else is negatively correlated, and all of them are positive in South Africa. Finally, we make policy recommendations for the BRICS countries on economic fluctuation, employment rates, and health expenditure. |
format | Online Article Text |
id | pubmed-9501692 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95016922022-09-24 The correlation between economic fluctuation, workforce employment and health expenditure in the BRICS countries Gu, Lingyan Wang, Mei-Chih Li, Fangjhy Front Public Health Public Health In this paper, we use the Fourier ARDL method (data from 2000 to 2019) to examine whether there is a correlation between economic fluctuation, health expenditure, and employment rate among BRICS countries. Fourier ARDL's model, the same as Bootstrap ARDL model, is to test the long-term cointegration relationship of variables; when there is cointegration, it will test whether there is a causal relationship. When there is no cointegration, short-term Granger causality between variables is tested. Our study shows that, in the long-term, whether South Africa takes economic fluctuation, employment rate or health expenditure as the dependent variable, there is a cointegration relationship with the other two independent variables, but the causal relationship is not significant. In short-term Granger causality tests, the effects of economic fluctuation in Brazil, China, and South Africa on health expenditure lag significantly by one period. Economic fluctuation in Brazil, India and China had a negative effect on employment rate, while South Africa had a positive effect. Health expenditure in Russia and India has a negative effect on employment rate, while China has a positive effect. Employment rates in China and South Africa have a significant positive effect on economic fluctuation, while Russia has a negative effect. India's employment rate has a negative effect on health expenditure, while South Africa's has a positive effect. In short-term causality tests, different countries will exhibit different phenomena. Except for economic fluctuation, where health spending is positive, everything else is negatively correlated, and all of them are positive in South Africa. Finally, we make policy recommendations for the BRICS countries on economic fluctuation, employment rates, and health expenditure. Frontiers Media S.A. 2022-09-09 /pmc/articles/PMC9501692/ /pubmed/36159239 http://dx.doi.org/10.3389/fpubh.2022.933728 Text en Copyright © 2022 Gu, Wang and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Gu, Lingyan Wang, Mei-Chih Li, Fangjhy The correlation between economic fluctuation, workforce employment and health expenditure in the BRICS countries |
title | The correlation between economic fluctuation, workforce employment and health expenditure in the BRICS countries |
title_full | The correlation between economic fluctuation, workforce employment and health expenditure in the BRICS countries |
title_fullStr | The correlation between economic fluctuation, workforce employment and health expenditure in the BRICS countries |
title_full_unstemmed | The correlation between economic fluctuation, workforce employment and health expenditure in the BRICS countries |
title_short | The correlation between economic fluctuation, workforce employment and health expenditure in the BRICS countries |
title_sort | correlation between economic fluctuation, workforce employment and health expenditure in the brics countries |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9501692/ https://www.ncbi.nlm.nih.gov/pubmed/36159239 http://dx.doi.org/10.3389/fpubh.2022.933728 |
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