粮食安全视角下数字经济对粮食生产能力的影响研究

The Impact of Digital Economy on Grain Production Capacity from the Perspective of Food Security

  • 摘要: 本文基于2011—2022年“产粮最强五省”省域面板数据,利用固定效应及中介效应实证检验数字经济对粮食生产能力的影响及作用机制,通过缩短样本空间、替换解释变量、1%缩尾处理和工具变量的方法进行稳健性、内生性检验,并进一步探究数字经济与粮食生产能力之间的门槛效应。结果发现数字经济显著促进粮食生产能力,且田间管理水平在此过程中发挥了中介效应;数字经济对粮食生产能力提高的影响存在单一门槛效应,当数字经济发展水平低于门槛值时,其影响作用大,当其跨越该门槛值后,促进作用逐渐减弱。这表明数字经济对粮食生产能力的赋能具有边际效应递减的特征。因此应充分利用数字经济对地区粮食生产能力的拉动作用,完善地区数字经济基础设施建设;推广智慧农业管理平台,进一步提高田间管理水平;抢抓数字经济的红利时期,充分发挥门槛效应。

     

    Abstract: Based on provincial panel data from the “top five grain-producing provinces” spanning from 2011 to 2022, this paper empirically tested the impact of the digital economy on grain production capacity and its underlying mechanisms using fixed effects and mediation effects models. Robustness and endogeneity tests were conducted by shortening the sample space, replacing explanatory variables, applying 1% winsorization, and utilizing instrumental variables. Furthermore, the threshold effect between the digital economy and grain production capacity was explored. The results revealed that, the digital economy significantly promoted grain production capacity, with field management level playing a mediating role in this process. There was a single threshold effect in the impact of the digital economy on improving grain production capacity: when the level of digital economy development was below the threshold, its impact was substantial; however, as it surpassed this threshold, the promotional effected gradually diminishes. This indicated that, the empowerment of grain production capacity by the digital economy exhibits characteristics of diminishing marginal returns. To fully leverage the driving effect of the digital economy on regional grain production capacity, it was necessary to improve regional digital economy infrastructure, promote smart agricultural management platforms to further enhance field management levels, and seize the dividend period of the digital economy to fully exploit the threshold effect.

     

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