降雨与GDP的比较:在印度天气风险市场引入降雨衍生品的可行性研究

D. N.
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摘要

降水量是印度经济的一个经济指标。因为超过一半的印度人口从事农业,他们的农业活动依赖于降雨,除了农业,制造业、交通运输业、银行业、建筑业等其他部门也直接或间接地受到降雨的影响。本研究试图建立降雨变化与GDP增长率之间的关系。该研究证明了在印度天气风险市场引入基于降雨指数的衍生品的机会和可行性。该研究考虑了1961年至2020年36个气象部门的年平均降雨量数据和GDP年增长率。本研究采用SPSS软件进行简单的相关和回归分析。相关矩阵的结果表明,所选的两个变量之间存在正相关关系。根据回归分析,降雨对印度GDP增长率有显著的正向影响。这一结果表明,印度天气风险市场需要基于降雨指数的衍生品来吸收降雨风险。本文的目的是提出一种新的多功能工具来克服降雨风险。降雨风险包括传统保险、指数保险和再保险。然而,它们都未能有效地管理降雨风险。因此,现在需要降雨衍生品来建立一个成熟的降雨风险市场。
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Comparison of Rainfall and GDP: A Feasibility Study on Introducing Rainfall Derivatives in the Indian Weather Risk Market
Precipitation is an economic indicator for the Indian economy. Because more than half of the Indian population is engaged in agriculture, and they depend on rainfall for their farming activities, along with farming, other sectors like manufacturing, transportation, banking, construction, and others are directly or indirectly affected by rainfall. The proposed study attempts to establish a relationship between the changes in rainfall and the GDP growth rate. The study demonstrates the opportunity and feasibility of introducing rainfall index-based derivatives in the Indian weather risk market. The study considered the average annual rainfall data of all 36 meteorological subdivisions and the GDP annual growth rate for the period from 1961 to 2020. The study performed simple correlation and regression with the SPSS software. The results of the correlation matrix show that there is a positive relationship between the selected two variables. According to the regression analysis, rainfall has a significant positive effect on India's GDP growth rate. This result shows that there is a need for rainfall index based derivatives in the Indian weather risk market to absorb the rainfall risk. The purpose of this paper is to suggest a new kind of versatile tool to overcome the rainfall risk. Rainfall risk is covered by traditional insurance, index insurance, and reinsurance. However, all of them failed to effectively manage the rainfall risk. So, right now, rainfall derivatives are needed to make a full-fledged rainfall risk market.
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