文献类型： 外文期刊

作者： Zhou, Xinxin ¹ ; Chen, Tong ² ; Zhang, Bangbang ¹ ;

作者机构： 1.Xinjiang Agr Univ, Coll Econ & Management, Urumqi 830052, Peoples R China

2.Xinjiang Acad Agr Sci, Urumqi 830091, Peoples R China

3.Northwest A&F Univ, Coll Econ & Management, Xianyang 712100, Peoples R China

关键词： digital agriculture; AGTFP; inverted U-shaped curve; moderating role

期刊名称：LAND （ 影响因子：3.9； 五年影响因子：4.0 ）

ISSN：

年卷期： 2023 年 12 卷 1 期

页码：

收录情况： SCI

摘要： In this study, to discover how the growth of digital agriculture has impacted agricultural green total factor productivity (AGTFP), we take panel data from 2011 to 2019 for 30 Chinese provinces as the research object, measure the growth of AGTFP and digital agriculture development using the SBM-ML and entropy method, and use a fixed effect model to analyze the effects of digital agriculture development on AGTFP. The results demonstrate that (1) from the time-series characteristics, digital agriculture presented a steady growth state from 2011 to 2019; (2) during the study period, the technical efficiency index was slightly lower than the technological progress index in the AGTFP index, meaning that there is room for further development; (3) the relationship between the growth of digital agriculture and AGTFP presents an inverted U-shaped curve, with human capital playing a moderating role. Finally, corresponding countermeasures are proposed in four aspects: strengthening the construction of organizational mechanisms, building a standardized base for digital agriculture output, enhancing the traceability and certification of agricultural products, and improving social services in the agricultural industry.