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Open AccessArticle
The Impact of Global Digital Trade Development on China’s Grain Import Trade Potential: An Empirical Analysis Based on a Time-Varying Stochastic Frontier Gravity Model
by
Dongpu Xu
Dongpu Xu 1,2,3,
Chunjie Qi
Chunjie Qi 1,2,*,
Guozhu Fang
Guozhu Fang 4 and
Yumeng Gu
Yumeng Gu 1,2,3
1
College of Economics and Management, Huazhong Agricultural University, Wuhan 430070, China
2
Institute of Horticultural Economics, Huazhong Agricultural University, Wuhan 430070, China
3
Hubei Rural Development Research Center, Wuhan 430070, China
4
Department of Economics, Party School of Zhejiang Provincial Committee of Communist Party of China, Hangzhou 310012, China
*
Author to whom correspondence should be addressed.
Agriculture 2025, 15(12), 1324; https://doi.org/10.3390/agriculture15121324 (registering DOI)
Submission received: 15 May 2025
/
Revised: 18 June 2025
/
Accepted: 18 June 2025
/
Published: 19 June 2025
Abstract
It is of great significance to clarify the impact of the rapid development of digital trade on China’s grain imports in order to enhance its efficiency and guarantee food security. From an import perspective, this article adopts a stochastic frontier gravity model and a trade inefficiency model to analyze the influence of global digital trade development on the efficiency of China’s grain imports and further estimates the potential for trade expansion. The main findings include the following: (a) Divergence in digital trade capabilities persists across nations. As countries advance their digital trade ecosystems, China’s grain import efficiency demonstrates corresponding enhancements. (b) Compared with digital infrastructure construction and digital trade competition intensity, China’s food import trade efficiency increases as the level of digital technology innovation improves. (c) China achieves the highest trade efficiency in grain import among the ASEAN (Association of Southeast Asian Nations) and North American countries, while the greatest untapped potential lies in imports from South America. Accordingly, for different countries, it is necessary to adopt different strategies to enhance cooperation with the world’s major grain-trading countries in the areas of digital trade infrastructure construction and digital technology innovation, and to use digital trade to optimize China’s grain import trade chain and improve its efficiency.
Share and Cite
MDPI and ACS Style
Xu, D.; Qi, C.; Fang, G.; Gu, Y.
The Impact of Global Digital Trade Development on China’s Grain Import Trade Potential: An Empirical Analysis Based on a Time-Varying Stochastic Frontier Gravity Model. Agriculture 2025, 15, 1324.
https://doi.org/10.3390/agriculture15121324
AMA Style
Xu D, Qi C, Fang G, Gu Y.
The Impact of Global Digital Trade Development on China’s Grain Import Trade Potential: An Empirical Analysis Based on a Time-Varying Stochastic Frontier Gravity Model. Agriculture. 2025; 15(12):1324.
https://doi.org/10.3390/agriculture15121324
Chicago/Turabian Style
Xu, Dongpu, Chunjie Qi, Guozhu Fang, and Yumeng Gu.
2025. "The Impact of Global Digital Trade Development on China’s Grain Import Trade Potential: An Empirical Analysis Based on a Time-Varying Stochastic Frontier Gravity Model" Agriculture 15, no. 12: 1324.
https://doi.org/10.3390/agriculture15121324
APA Style
Xu, D., Qi, C., Fang, G., & Gu, Y.
(2025). The Impact of Global Digital Trade Development on China’s Grain Import Trade Potential: An Empirical Analysis Based on a Time-Varying Stochastic Frontier Gravity Model. Agriculture, 15(12), 1324.
https://doi.org/10.3390/agriculture15121324
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