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Is Conservation Agriculture Adoption a Blessing or a Curse for Famers’ Agricultural Income?

机译:采用保护性农业对农民的农业收入是福还是祸?

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China has made great achievements in agricultural development since the “open and reform policy”. However, due to the long time high intensity development mode of farmland, its soil fertility has been seriously deteriorated during the past few decades, which lead to the decline of agricultural products quality, loss of biodiversity and deterioration of environment. Conservation agriculture (CA),which is claimed to generate a number of agronomic, economic and environmental benefits, has been increasingly promoted world widely. Farmers’ adoption behaviors of CA technologies and their influencing factors have been widely explored in both developed and developing countries, but the effect on farmers’ income has been still in fierce debated, of which, the endogeneity caused by farmers’ adoption behavior in developing countries has attracted the most attention. Based on a face to face field survey with 454 rice growers in Jianghan Plain, China, this study aims at shedding some light on the potential impact of CA adoption on farmer’s agricultural income by applying propensity score matching method (PSM) and endogenous switching regression model (ESR). The empirical results showed that: (1) Households in Jianghan Plain showed high participation rate in CA technologies adoption, which consisted of straw returning field and crawfish-rice system in this paper. 91.90% of the interviewed farmers have adopted the at least one of the two above technologies. (2) The average treatment effect (ATT) of the ESR for those who have adopted CA was -1.638, and the average treatment effect of non-adopters (ATU) was -1.244. These indicated that the income effects have a negative feedback to farmers’ decision on CA adoption (43.09%). Further, farmers with deeper cognition of CA, less level of agricultural subsidy were more likely to adopt conservation agricultural technologies. (3) After capturing the endogeneity caused by unobservable factors in ESR results, the average treatment effect (ATT) was -8.681 and the average treatment effect (ATU) of non-adopters was -0.314, which indicated that adopting CA technologies reduced farmers’ agricultural income by 78.68%. Additionally, cognition level of CA supporting policies significantly improved the adoption rate of CA, while traditional agricultural subsidies imposed significantly negative effect on the adoption of CA. Therefore, to help farmers benefit from the CA technologies adoption, policy makers in Jianghan Plain should design more targeted CA supporting policies such as ecological compensation mechanism and CA technology promotion training program. Particularly, due to the CA technologies were adopted involuntarily in Jianghan Plain and the determinants of the CA technologies vary considerably among the regions, the above results can only provide policy implication for regions with similar situations.
机译:改革开放以来,中国农业发展取得了巨大成就。然而,由于长期高强度的农田开发模式,其土壤肥力在过去几十年中严重恶化,导致农产品质量下降,生物多样性丧失,环境恶化。保护性农业(CA)号称能产生许多农艺、经济和环境效益,在世界范围内得到越来越广泛的推广。发达国家和发展中国家都广泛探讨了农民对CA技术的采用行为及其影响因素,但对农民收入的影响仍存在激烈的争论,其中,发展中国家农民采用CA技术行为引起的内生性最为引人关注。本研究通过对江汉平原454名水稻种植者进行面对面的实地调查,旨在应用倾向评分匹配法(PSM)和内生转换回归模型(ESR)揭示采用CA对农民农业收入的潜在影响。实证结果表明:(1)江汉平原农户对本研究中的秸秆还田和小龙虾-水稻系统的CA技术采用有较高的参与率。91.90%的受访农民至少采用了上述两种技术中的一种。(2) 采用CA的患者ESR的平均治疗效果(ATT)为-1.638,非采用CA的患者(ATU)的平均治疗效果为-1.244。这表明,收入效应对农民采用CA的决定有负反馈(43.09%)。此外,农民对保护性农业的认知越深,农业补贴水平越低,就越有可能采用保护性农业技术。(3) 在ESR结果中捕捉到不可观察因素引起的内生性后,平均治疗效果(ATT)为-8.681,非采用者的平均治疗效果(ATU)为-0.314,这表明采用CA技术减少了农民78.68%的农业收入。此外,对CA支持政策的认知水平显著提高了CA的采用率,而传统的农业补贴对CA的采用产生了显著的负面影响。因此,为了帮助农民从CA技术的采用中受益,江汉平原的政策制定者应该设计更有针对性的CA支持政策,如生态补偿机制和CA技术推广培训计划。特别是,由于江汉平原非自愿地采用了CA技术,并且CA技术的决定因素在不同地区之间存在很大差异,上述结果只能为具有类似情况的地区提供政策启示。

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