探索互联网技术应用对粮食生产技术效率的影响:来自小麦种植者的启示

Bilal Ahmad, Zixiang Zhao, Xing Jile, Humaira Gultaj, Nawab Khan, Yunxian Yan
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摘要

数字技术在推进可持续农业和确保粮食安全方面发挥着至关重要的作用,尤其是在发展中国家。本研究利用巴基斯坦农村地区 600 名小麦种植者的数据,评估了互联网技术的使用对作物生产技术效率的影响。它解决了在可持续粮食生产背景下加强农业实践的迫切需要。为此,通过倾向得分匹配法对互联网用户和非用户进行了配对。研究采用了随机前沿方法,并进行了样本选择调整,确保对这些群体之间的技术效率进行稳健的评估。研究结果表明,互联网的使用对效率有积极影响,即使在减少了观察到的和未观察到的因素造成的自我选择偏差后,这种影响依然存在。互联网用户的技术效率得分为 0.62,超过了非用户的 0.55。量子回归分析表明,互联网的使用对技术效率的影响各不相同,效率较低的农民的技术效率得到了大幅提高。互联网的广泛应用有可能显著提高种植者的农业产量。研究强调,在不断发展的数字经济中,促进互联网的使用对刺激经济增长和提高农业效率具有重要作用。建议政策制定者促进现代技术的应用,以提高作物产量,支持经济增长。
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Exploring the influence of internet technology adoption on the technical efficiency of food production: insight from wheat farmers
Digital technology plays a crucial role in advancing sustainable farming and ensuring food security, especially in developing countries. This study evaluates the impact of Internet technology usage on technical efficiency in crop productivity, using data from 600 wheat farmers in rural Pakistan. It addresses the imperative need to enhance agricultural practices within the context of sustainable food production. To achieve this, a matched sample of Internet users and non-users was formed through propensity score matching. The study employs the stochastic frontier method with sample selection adjustment, ensuring a robust evaluation of technical efficiency between these groups. The findings reveal a positive influence of Internet usage on efficiency, persisting even after mitigating self-selection bias from observed and unobserved factors. Internet users exhibit a technical efficiency score of 0.62, surpassing the 0.55 score of non-users. Quantile regression analysis exposes varying impacts of Internet usage on technical efficiency, with less efficient farmers experiencing substantial improvements. Widespread Internet adoption holds the potential to significantly enhance agricultural production for growers. The research underscores the role of promoting Internet utilization to stimulate growth and improve farming efficiency within the evolving digital economy. Policymakers are advised to promote the adoption of modern technology to enhance crop production and support economic growth.
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