Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Abdullahi, Nazir Muhammad, Zhang, Qiangqiang, Shahriar, Saleh, Irshad, Muhammad Saqib, Ado, Abdullahi Bala, Huo, Xuexi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
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
_version_ 1784787216198795264
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
work_keys_str_mv AT abdullahinazirmuhammad examiningthedeterminantsandefficiencyofchinasagriculturalexportsusingastochasticfrontiergravitymodel
AT zhangqiangqiang examiningthedeterminantsandefficiencyofchinasagriculturalexportsusingastochasticfrontiergravitymodel
AT shahriarsaleh examiningthedeterminantsandefficiencyofchinasagriculturalexportsusingastochasticfrontiergravitymodel
AT irshadmuhammadsaqib examiningthedeterminantsandefficiencyofchinasagriculturalexportsusingastochasticfrontiergravitymodel
AT adoabdullahibala examiningthedeterminantsandefficiencyofchinasagriculturalexportsusingastochasticfrontiergravitymodel
AT huoxuexi examiningthedeterminantsandefficiencyofchinasagriculturalexportsusingastochasticfrontiergravitymodel