Is Health Management of the COVID-19 Pandemic a Cause of Agricultural Commodity Prices? New Evidences From Bootstrap Fourier Causality Test
Aim: Coronavirus disease 2019 (COVID-19) pandemic have included negative consequences both in health management and economic life at national and international level. The aim of this research is to examine the causal relationship between COVID-19 pandemic and agricultural commodity prices for the wo...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Duzce University
2021-03-01
|
Series: | Düzce Tıp Fakültesi Dergisi |
Subjects: | |
Online Access: | https://dergipark.org.tr/tr/pub/dtfd/issue/60535/879572 |
id |
doaj-34e2fca0033e4d4aaca9de48de12fd15 |
---|---|
record_format |
Article |
spelling |
doaj-34e2fca0033e4d4aaca9de48de12fd152021-03-25T19:49:40ZengDuzce UniversityDüzce Tıp Fakültesi Dergisi1307-671X2021-03-0123Special Issue869310.18678/dtfd.87957297Is Health Management of the COVID-19 Pandemic a Cause of Agricultural Commodity Prices? New Evidences From Bootstrap Fourier Causality TestErdal Tanas Karagöl0Çağın Karul1Mert Akyüz2ANKARA YILDIRIM BEYAZIT UNIVERSITYPAMUKKALE UNIVERSITYANKARA YILDIRIM BEYAZIT UNIVERSITYAim: Coronavirus disease 2019 (COVID-19) pandemic have included negative consequences both in health management and economic life at national and international level. The aim of this research is to examine the causal relationship between COVID-19 pandemic and agricultural commodity prices for the world. Material and Methods: To this end, we employ Toda-Yamamoto and Fourier Toda-Yamamoto causality tests for the period of January 24, 2020 to January 22, 2021. Before testing the causal relationship between variables, we apply augmented Dickey Fuller (ADF) and Fourier ADF unit root tests to each series to determine maximum order of integration. Results: The findings show that all variables are stationary in their first difference and the maximum order of integration is determined as 1. The results obtained from causality tests show that COVID-19 new cases Granger cause to coffee, sugar, cotton, corn, and soybean prices while COVID-19 new cases do not cause wheat and oats prices. It was also concluded that new deaths based on COVID-19 Granger cause to coffee, sugar, and cotton whereas COVID-19 new deaths do not cause to corn, soybean, wheat and oat prices. Conclusion: In this study, time series analysis based on Toda-Yamamoto and Fourier Toda-Yamamoto causality tests highlight that the COVID-19 total new cases and total new deaths in the world has predictive power to predict further prices of agricultural commodities. Therefore, in terms of health management, policy makers should give substantial significance to the implementation of COVID-19 related health policies and agricultural policies together during the COVID-19 pandemic period.https://dergipark.org.tr/tr/pub/dtfd/issue/60535/879572coronaviruspublic healthcommodity marketsgranger causalitykoronavirüshalk sağlığıemtia piyasalarıgranger nedensellik |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Erdal Tanas Karagöl Çağın Karul Mert Akyüz |
spellingShingle |
Erdal Tanas Karagöl Çağın Karul Mert Akyüz Is Health Management of the COVID-19 Pandemic a Cause of Agricultural Commodity Prices? New Evidences From Bootstrap Fourier Causality Test Düzce Tıp Fakültesi Dergisi coronavirus public health commodity markets granger causality koronavirüs halk sağlığı emtia piyasaları granger nedensellik |
author_facet |
Erdal Tanas Karagöl Çağın Karul Mert Akyüz |
author_sort |
Erdal Tanas Karagöl |
title |
Is Health Management of the COVID-19 Pandemic a Cause of Agricultural Commodity Prices? New Evidences From Bootstrap Fourier Causality Test |
title_short |
Is Health Management of the COVID-19 Pandemic a Cause of Agricultural Commodity Prices? New Evidences From Bootstrap Fourier Causality Test |
title_full |
Is Health Management of the COVID-19 Pandemic a Cause of Agricultural Commodity Prices? New Evidences From Bootstrap Fourier Causality Test |
title_fullStr |
Is Health Management of the COVID-19 Pandemic a Cause of Agricultural Commodity Prices? New Evidences From Bootstrap Fourier Causality Test |
title_full_unstemmed |
Is Health Management of the COVID-19 Pandemic a Cause of Agricultural Commodity Prices? New Evidences From Bootstrap Fourier Causality Test |
title_sort |
is health management of the covid-19 pandemic a cause of agricultural commodity prices? new evidences from bootstrap fourier causality test |
publisher |
Duzce University |
series |
Düzce Tıp Fakültesi Dergisi |
issn |
1307-671X |
publishDate |
2021-03-01 |
description |
Aim: Coronavirus disease 2019 (COVID-19) pandemic have included negative consequences both in health management and economic life at national and international level. The aim of this research is to examine the causal relationship between COVID-19 pandemic and agricultural commodity prices for the world.
Material and Methods: To this end, we employ Toda-Yamamoto and Fourier Toda-Yamamoto causality tests for the period of January 24, 2020 to January 22, 2021. Before testing the causal relationship between variables, we apply augmented Dickey Fuller (ADF) and Fourier ADF unit root tests to each series to determine maximum order of integration.
Results: The findings show that all variables are stationary in their first difference and the maximum order of integration is determined as 1. The results obtained from causality tests show that COVID-19 new cases Granger cause to coffee, sugar, cotton, corn, and soybean prices while COVID-19 new cases do not cause wheat and oats prices. It was also concluded that new deaths based on COVID-19 Granger cause to coffee, sugar, and cotton whereas COVID-19 new deaths do not cause to corn, soybean, wheat and oat prices.
Conclusion: In this study, time series analysis based on Toda-Yamamoto and Fourier Toda-Yamamoto causality tests highlight that the COVID-19 total new cases and total new deaths in the world has predictive power to predict further prices of agricultural commodities. Therefore, in terms of health management, policy makers should give substantial significance to the implementation of COVID-19 related health policies and agricultural policies together during the COVID-19 pandemic period. |
topic |
coronavirus public health commodity markets granger causality koronavirüs halk sağlığı emtia piyasaları granger nedensellik |
url |
https://dergipark.org.tr/tr/pub/dtfd/issue/60535/879572 |
work_keys_str_mv |
AT erdaltanaskaragol ishealthmanagementofthecovid19pandemicacauseofagriculturalcommoditypricesnewevidencesfrombootstrapfouriercausalitytest AT cagınkarul ishealthmanagementofthecovid19pandemicacauseofagriculturalcommoditypricesnewevidencesfrombootstrapfouriercausalitytest AT mertakyuz ishealthmanagementofthecovid19pandemicacauseofagriculturalcommoditypricesnewevidencesfrombootstrapfouriercausalitytest |
_version_ |
1724203286630760448 |