Technology Intensification and 
Farmers’ Welfare: A Case 
Study from Karnataka, 
a Semi-arid State of India

S. Kapoor, B. Pal, Aditi Singhal, K. Anantha
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Abstract

Technology adoption has been advocated to be an important way to improve agricultural productivity and welfare of the farmers in the semi-arid regions across the globe. Government of Karnataka implemented Bhoosamrudhi programme in four districts of the state (Bidar, Chikballapur, Dharwad and Udupi) as a pilot project to increase the crop yield and income of smallholder farmers. This programme was launched on the theme of technology adoption, along with convergence among different departments of agriculture. Farmers have been classified into five categories based on their levels of technology intensification to assess the impact of different levels of technology intensification on their income level. The research is built on a primary survey conducted in pilot districts of the state in 2018 over a sample of 1,465 farmer households. The results are generated using econometric methods of propensity score matching (PSM) and inverse probability weighted with regression adjustment (IPWRA), which highlight that higher the intensification, higher the net returns to the farmers. The results state that non-adopters would benefit additional ₹3,200 per month if they adopt at least one level of technology intensification. Hence, this programme turned out to be a successful model for smallholder farmers in semi-arid region of India. Steps should be taken to maintain and expand the momentum of the adoption to ensure food and livelihood security in the economy. JEL Codes: Q16, Q54, Q55, C13
技术强化与农民福利:印度半干旱邦卡纳塔克邦的案例研究
采用技术一直被认为是提高全球半干旱地区农业生产力和农民福利的重要途径。卡纳塔克邦政府在该邦的四个县(比达、奇克巴拉普尔、达尔瓦德和乌杜比)实施了 Bhoosamrudhi 计划,作为提高作物产量和小农收入的试点项目。该计划以技术采用为主题,同时在不同的农业部门之间进行整合。农民根据其技术强化程度被分为五类,以评估不同程度的技术强化对其收入水平的影响。研究基于 2018 年在该州试点县对 1465 户农户样本进行的初步调查。研究结果采用倾向得分匹配法(PSM)和反概率加权回归调整法(IPWRA)等计量经济学方法得出,结果表明,强化程度越高,农民的净收益越高。结果表明,非采用者如果采用至少一级技术强化,每月将额外获益 3 200 英镑。因此,该计划对印度半干旱地区的小农来说是一个成功的模式。应采取措施保持和扩大采用的势头,以确保经济中的粮食和生计安全。JEL Codes:Q16, Q54, Q55, C13
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