How does the development of rural broadband in China affect agricultural total factor productivity? Evidence from agriculture-related loans

Ying Li
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Abstract

The construction of digital villages is widely acknowledged as a way to achieve the “dual goals” of high quality of the agricultural and rural economy and common prosperity under the digital China strategy. Studies have explored the socio-economic benefits of different aspects of rural digitization, but few have focused on the productivity role of rural broadband development in the context of the urban-rural broadband divide. The purpose of this paper is to explore the relationship between rural broadband development and agricultural total factor productivity (TFP) and the intrinsic mechanism of action, and to provide empirical evidence on the productivity effect of promoting digital transformation in rural agriculture.Using panel data from 31 provinces in China from 2011 to 2020, this paper investigates the impact and mechanism of rural broadband development on agricultural TFP from the perspective of agriculture-related loans by setting up a two-way fixed effects model, a mechanism effects model and a threshold effects model.The results find that rural broadband development has a significant role in enhancing agricultural TFP. Heterogeneity analysis indicates that the productivity-enhancing effect of rural broadband development is remarkable only in the central region and the region with higher rural disposable income. Mechanism analysis points out that rural broadband development can increase agricultural TFP by influencing the share of farm-related loans. Threshold analysis further reveals that the role of increasing the share of farm-related loans on agricultural TFP is marked only after rural broadband development reaches a certain level.These findings can provide practical guidance for other developing countries in accelerating the digital transformation of villages and optimizing factor allocation to achieve high-quality agricultural development.
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中国农村宽带发展如何影响农业全要素生产率?来自涉农贷款的证据
数字乡村建设被公认为是实现数字中国战略下农业农村经济高质量发展和共同富裕 "双目标 "的途径。已有研究探讨了农村数字化不同方面的社会经济效益,但很少有人关注城乡宽带鸿沟背景下农村宽带发展的生产力作用。本文旨在探讨农村宽带发展与农业全要素生产率(TFP)的关系及内在作用机制,为促进农村农业数字化转型的生产率效应提供经验证据。本文利用 2011-2020 年中国 31 个省份的面板数据,通过建立双向固定效应模型、机制效应模型和门槛效应模型,从涉农贷款的角度研究了农村宽带发展对农业全要素生产率的影响及作用机制。异质性分析表明,只有在中部地区和农村可支配收入较高的地区,农村宽带发展对生产率的提升作用显著。机制分析表明,农村宽带发展可以通过影响涉农贷款份额来提高农业全要素生产率。这些发现可以为其他发展中国家加快乡村数字化转型、优化要素配置以实现农业高质量发展提供实践指导。
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