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气候变化适应策略对尼日利亚西南部水稻生产力的影响:一个内生性校正的随机前沿模型。

Impact of climate change adaptation strategies on rice productivity in South-west, Nigeria: An endogeneity corrected stochastic frontier model.

机构信息

Department of Agricultural Economics, Obafemi Awolowo University, Ile-Ife, Nigeria; SAEES (School of Agricultural, Earth and Environmental Sciences), University of KwaZulu-Natal, P. Bag X01, Scottsville, 3209 Pietermaritzburg, South Africa.

SAEES (School of Agricultural, Earth and Environmental Sciences), University of KwaZulu-Natal, P. Bag X01, Scottsville, 3209 Pietermaritzburg, South Africa.

出版信息

Sci Total Environ. 2020 Nov 25;745:141151. doi: 10.1016/j.scitotenv.2020.141151. Epub 2020 Jul 21.

Abstract

The study assessed the impact of climate change adaptation strategies on technical efficiency of smallholder rice farmers in South-west Nigeria. An endogeneity corrected stochastic frontier model which account for the endogeneity of adoption of adaptation strategies that is likely to depend on inefficiency was employed for the study. The result of the study revealed that adoption of adaption strategies is endogenously determined with rice productivity and hence, failure to account for endogeneity, the parameter efficiency estimates would be inconsistent. The empirical results from the model show that quantity of labour, herbicides and the interaction of labour with both farm size and insecticides were statistically significant in explaining the variations in the efficiency of rice production in the study area. In addition, the study identified the combined effects of climate change adaptation strategies and some socioeconomic characteristics such as age, gender, education, farming experience, access to credit, access to information, membership of farmers in agricultural based cooperative and location of rice farmers as sources of technical inefficiencies. The study concluded that increase implementation of climate change adaptation strategies could enhance rice productivity and technical efficiency of rice farmers through timely access to climate change information and other related institutional support. Based on farmers' knowledge and understanding of changes in climatic conditions and the adaptation strategies to mitigate its effect, it is therefore important for the government, stakeholders and donor agencies to involve farmers in the climate change adaptation planning process.

摘要

本研究评估了气候变化适应策略对尼日利亚西南部小农水稻种植者技术效率的影响。采用了一个考虑到适应策略采用可能依赖于效率的内生性的内生化校正随机前沿模型进行研究。研究结果表明,适应策略的采用是内生决定的,与水稻生产力有关,因此,如果不考虑内生性,效率参数估计将不一致。模型的实证结果表明,劳动力数量、除草剂以及劳动力与农场规模和杀虫剂的交互作用在解释研究区域水稻生产效率的变化方面具有统计学意义。此外,该研究还确定了气候变化适应策略以及一些社会经济特征(如年龄、性别、教育、农业经验、获得信贷、获取信息、农民在农业合作社中的成员身份和水稻种植者的位置)的综合效应,这些都是技术效率低下的根源。研究结论认为,增加气候变化适应策略的实施可以通过及时获取气候变化信息和其他相关机构支持来提高水稻生产力和水稻种植者的技术效率。基于农民对气候条件变化及其适应策略的了解,因此政府、利益相关者和捐助机构有必要让农民参与到气候变化适应规划过程中。

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