Urban–rural integration, as a pivotal strategy for reshaping the relationship between cities and the countryside and promoting balanced regional development in the current era, carries considerable weight for the green transition of agricultural systems. This study utilizes panel data from 31 Chinese provincial units over the 2011–2023 period to construct a four-dimensional (economic, social, spatial, and ecological) assessment framework for urban–rural integration. It then applies the SBM-GML model to estimate agricultural green total factor productivity and systematically investigates the impact and underlying mechanisms of integration on that productivity. The principal findings are as follows: (1) Urban–rural integration significantly boosts agricultural green total factor productivity, and this outcome remains robust after a variety of sensitivity checks and corrections for potential endogeneity. (2) Mechanism tests further reveal that the primary conduits through which such integration raises AGTFP are the upgrading of human capital and the proliferation of agricultural socialized services. (3) Analysis of moderating effects indicates that both innovation in agricultural science and technology and government fiscal support for farming positively reinforce the facilitative impact of urban–rural integration on agricultural green total factor productivity. (4) Results from heterogeneity analysis suggest that the green productivity effect of such integration is strongest in major grain-producing areas, weaker in major grain-selling areas, and not statistically detectable in grain production–marketing balance regions.
In the context of global advocacy of sustainable agriculture and urban-rural coordinated development, it is important to explore the socio-economic effects of agricultural eco-efficiency. In this study, we aim to empirically examine the impact of agricultural eco-efficiency (AEE) on the urban-rural income gap (URIG) an...
It is indicated that digitization considerably enhances AGTFP, and this association remains stable across a range of robustness checks, and regionally differentiated digital agriculture strategies, strengthening the socialized agricultural service system, and enhancing synergy between environmental regulation and digit...
Promoting green, sustainable, and coordinated development in the agricultural and rural sector is crucial for achieving high-quality development in China. By clarifying the internal linkages between the two stages, this study considers the agricultural and rural sector as an overall network system consisting of agricul...
The empirical results demonstrate that agricultural digitalization significantly enhances AGTFP, a finding that is robust to a battery of specification checks, and Mechanism analysis reveals that rural industrial integration serves as a crucial partial mediator in this relationship.
Yi-Jia Zhou, Jun-Kang He, Jun Chen· Frontiers in Sustainable Foo...· 0 citations
Empirical evidence and policy implications for leveraging digital infrastructure to promote the agricultural green transformation and the driving effect of digital infrastructure is significant in eastern regions, low-altitude counties, and major grain-producing areas, and the impact in other regions is relatively weak...
Guo-Qun Ma, Qi-Gui Su, Yan Luo et al.· Frontiers in Sustainable Foo...· 0 citations
Digital agricultural technology innovation (DATI) has become an important driver of agricultural modernization and green transformation. By integrating county-level socioeconomic statistics with agricultural patent records, this study develops a county-level measure of DATI and provides more fine-grained evidence on ho...
Ni Qin, Ya-Ping Yang, Pengzhen Liu et al.· Frontiers in Sustainable Foo...· 0 citations
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