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Modeling the Direction and Volume of Trade Flows in Global Crisis, COVID-19
The massive spread of COVID-19 has disrupted trading activities worldwide plunging the economy of a nation; particularly, trade-dependent nations are severely affected by the restriction in exports and imports. This paper aims to evaluate the implications of COVID-19 on the trade economy of New Zeal...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer India
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7888692/ http://dx.doi.org/10.1007/s40031-021-00560-2 |
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author | Tyagi, Aayush Shah, Urmi |
author_facet | Tyagi, Aayush Shah, Urmi |
author_sort | Tyagi, Aayush |
collection | PubMed |
description | The massive spread of COVID-19 has disrupted trading activities worldwide plunging the economy of a nation; particularly, trade-dependent nations are severely affected by the restriction in exports and imports. This paper aims to evaluate the implications of COVID-19 on the trade economy of New Zealand by exploratory data analysis and ARIMA modeling. Based on a comprehensive strategy of analysis and prediction, data were processed to notice the impact of the pandemic on trade sales. ARIMA (Auto-Regressive Integrated Moving Average) model was implemented to assess and determine the total imports and exports value of New Zealand. The efficacy of the results was tested by employing standard error analytical techniques. Analysis of the results demonstrated that the trade economy of New Zealand shows plunge with the rise of pandemic and is likely to decline in future. On the basis, it is recommended that allowing trade for essential goods as a key factor in balancing the economy of trade in New Zealand. Future scope of the research is focused to identify other factors that could stimulate the economy of New Zealand during the pandemic. |
format | Online Article Text |
id | pubmed-7888692 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer India |
record_format | MEDLINE/PubMed |
spelling | pubmed-78886922021-02-18 Modeling the Direction and Volume of Trade Flows in Global Crisis, COVID-19 Tyagi, Aayush Shah, Urmi J. Inst. Eng. India Ser. B Original Contribution The massive spread of COVID-19 has disrupted trading activities worldwide plunging the economy of a nation; particularly, trade-dependent nations are severely affected by the restriction in exports and imports. This paper aims to evaluate the implications of COVID-19 on the trade economy of New Zealand by exploratory data analysis and ARIMA modeling. Based on a comprehensive strategy of analysis and prediction, data were processed to notice the impact of the pandemic on trade sales. ARIMA (Auto-Regressive Integrated Moving Average) model was implemented to assess and determine the total imports and exports value of New Zealand. The efficacy of the results was tested by employing standard error analytical techniques. Analysis of the results demonstrated that the trade economy of New Zealand shows plunge with the rise of pandemic and is likely to decline in future. On the basis, it is recommended that allowing trade for essential goods as a key factor in balancing the economy of trade in New Zealand. Future scope of the research is focused to identify other factors that could stimulate the economy of New Zealand during the pandemic. Springer India 2021-02-17 2021 /pmc/articles/PMC7888692/ http://dx.doi.org/10.1007/s40031-021-00560-2 Text en © The Institution of Engineers (India) 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Contribution Tyagi, Aayush Shah, Urmi Modeling the Direction and Volume of Trade Flows in Global Crisis, COVID-19 |
title | Modeling the Direction and Volume of Trade Flows in Global Crisis, COVID-19 |
title_full | Modeling the Direction and Volume of Trade Flows in Global Crisis, COVID-19 |
title_fullStr | Modeling the Direction and Volume of Trade Flows in Global Crisis, COVID-19 |
title_full_unstemmed | Modeling the Direction and Volume of Trade Flows in Global Crisis, COVID-19 |
title_short | Modeling the Direction and Volume of Trade Flows in Global Crisis, COVID-19 |
title_sort | modeling the direction and volume of trade flows in global crisis, covid-19 |
topic | Original Contribution |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7888692/ http://dx.doi.org/10.1007/s40031-021-00560-2 |
work_keys_str_mv | AT tyagiaayush modelingthedirectionandvolumeoftradeflowsinglobalcrisiscovid19 AT shahurmi modelingthedirectionandvolumeoftradeflowsinglobalcrisiscovid19 |