信息通信技术对山东小农菜场技术效率的影响

Q open Pub Date : 2023-05-12 DOI:10.1093/qopen/qoad017
Shijia Kang, Amer Ait Sidhoum, Fabian Frick, J. Sauer, Shaofeng Zheng
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引用次数: 0

摘要

农民已经开始采用信息和通信技术(ICT),这对农业绩效有很大的影响。本研究使用2018年对中国763个蔬菜小农农场的调查数据来估计ICT对技术效率(TE)的影响。我们采用倾向得分匹配的方法建立了ICT用户和非ICT用户的平衡样本,并采用样本选择校正的随机前沿模型来比较两组的TE。在考虑了可观察性和不可观察性的自我选择偏差后,研究发现ICT的使用对TE有积极影响。ICT用户的TE平均得分为0.64,而非ICT用户的TE平均得分较低,为0.57。分位数回归分析进一步揭示了ICT对TE的异质性影响,在效率较低的农场中影响最大。这些结果表明,广泛使用信息通信技术可以促进菜农的绩效。JEL代码:D24, Q12, Q16
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The Impact of Information and Communication Technology on the Technical Efficiency of Smallholder Vegetable Farms in Shandong of China
Farmers have started to adopt Information and Communication Technology (ICT), which has considerable potential to impact farm performance. This study uses data from a 2018 survey of 763 vegetable smallholder farms in China to estimate the impact of ICT on technical efficiency (TE). We adopt propensity score matching to create a balanced sample of ICT users and non-users, and a stochastic frontier model with sample selection correction to compare the two groups’ TE. After accounting for self-selection bias from both observables and unobservables, the study finds a positive effect of ICT use on TE. On average, the TE score of ICT users is 0.64, whereas ICT non-users have a lower score of 0.57. A quantile regression analysis further reveals a heterogeneous impact of ICT on TE, with the largest effects among less efficient farms. These results suggest that vegetable farmers’ performance could be fostered by the widespread use of ICT. JEL codes: D24, Q12, Q16
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