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Examining the determinants and efficiency of China’s agricultural exports using a stochastic frontier gravity model
This paper aims to examine the key determinants and efficiency of China’s agricultural exports with its 114 importing countries by applying the Stochastic Frontier Analysis (SFA) on an augmented gravity model for the period of 2000–2019. The Poisson Pseudo Maximum Likelihood (PPML) and the fixed eff...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462573/ https://www.ncbi.nlm.nih.gov/pubmed/36083873 http://dx.doi.org/10.1371/journal.pone.0274187 |
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author | Abdullahi, Nazir Muhammad Zhang, Qiangqiang Shahriar, Saleh Irshad, Muhammad Saqib Ado, Abdullahi Bala Huo, Xuexi |
author_facet | Abdullahi, Nazir Muhammad Zhang, Qiangqiang Shahriar, Saleh Irshad, Muhammad Saqib Ado, Abdullahi Bala Huo, Xuexi |
author_sort | Abdullahi, Nazir Muhammad |
collection | PubMed |
description | This paper aims to examine the key determinants and efficiency of China’s agricultural exports with its 114 importing countries by applying the Stochastic Frontier Analysis (SFA) on an augmented gravity model for the period of 2000–2019. The Poisson Pseudo Maximum Likelihood (PPML) and the fixed effect models were also estimated simultaneously to confirm the robustness of our findings. The results reveal that China’s economic size (GDP) and its importing countries, the Belt and Road Initiative (BRI), common border, and the Chinese language positively determine China’s agricultural export flows. The results, on the other hand, also reveal that China’s agricultural export is adversely influenced by the income (per capita GDP) of China and its trade partners, currency depreciation, distance, and landlocked. On an average account, China has untapped the potential of 51% in its agriculture export with the countries used in this study. We provide policy suggestions as part of our study. |
format | Online Article Text |
id | pubmed-9462573 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-94625732022-09-10 Examining the determinants and efficiency of China’s agricultural exports using a stochastic frontier gravity model Abdullahi, Nazir Muhammad Zhang, Qiangqiang Shahriar, Saleh Irshad, Muhammad Saqib Ado, Abdullahi Bala Huo, Xuexi PLoS One Research Article This paper aims to examine the key determinants and efficiency of China’s agricultural exports with its 114 importing countries by applying the Stochastic Frontier Analysis (SFA) on an augmented gravity model for the period of 2000–2019. The Poisson Pseudo Maximum Likelihood (PPML) and the fixed effect models were also estimated simultaneously to confirm the robustness of our findings. The results reveal that China’s economic size (GDP) and its importing countries, the Belt and Road Initiative (BRI), common border, and the Chinese language positively determine China’s agricultural export flows. The results, on the other hand, also reveal that China’s agricultural export is adversely influenced by the income (per capita GDP) of China and its trade partners, currency depreciation, distance, and landlocked. On an average account, China has untapped the potential of 51% in its agriculture export with the countries used in this study. We provide policy suggestions as part of our study. Public Library of Science 2022-09-09 /pmc/articles/PMC9462573/ /pubmed/36083873 http://dx.doi.org/10.1371/journal.pone.0274187 Text en © 2022 Abdullahi et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Abdullahi, Nazir Muhammad Zhang, Qiangqiang Shahriar, Saleh Irshad, Muhammad Saqib Ado, Abdullahi Bala Huo, Xuexi Examining the determinants and efficiency of China’s agricultural exports using a stochastic frontier gravity model |
title | Examining the determinants and efficiency of China’s agricultural exports using a stochastic frontier gravity model |
title_full | Examining the determinants and efficiency of China’s agricultural exports using a stochastic frontier gravity model |
title_fullStr | Examining the determinants and efficiency of China’s agricultural exports using a stochastic frontier gravity model |
title_full_unstemmed | Examining the determinants and efficiency of China’s agricultural exports using a stochastic frontier gravity model |
title_short | Examining the determinants and efficiency of China’s agricultural exports using a stochastic frontier gravity model |
title_sort | examining the determinants and efficiency of china’s agricultural exports using a stochastic frontier gravity model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462573/ https://www.ncbi.nlm.nih.gov/pubmed/36083873 http://dx.doi.org/10.1371/journal.pone.0274187 |
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