Morbidity and Mortality Analysis for Risk-based Pricing in Cattle Insurance

S. Doss, Shalini Pathak Tiwari
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引用次数: 1

Abstract

Abstract Morbidity and Mortality have also been a reason for concern for the insurers as increased morbidity and mortality contribute to a higher cost of claims including claim frequency. Currently, there are only two rating factors (Age and types of cattle) being adopted by the insurers while determining the premium rates and there is no risk-based pricing adopted for Cattle Insurance in India. The main objective of this paper is to identify the important rating factors influencing the mortality and morbidity trends among different cattle types in India. Secondly, there is a need to examine whether the mortality and morbidity trends vary across different parameters like animal type, breeds, age, gender, agro-climatic zone, types of formers/animal owners, etc. If it varies, then to find out the degree of variations and also measure the impact of these rating factors on cattle mortality. This paper focuses on the analysis of the morbidity and mortality of cattle across different types of cattle, breeds, age groups, gender, and different agro-climatic regions, etc. Further, it also examines the differences in cattle management practices; particularly the frequency and the quantity of feed, types, and quality of feed (nutritional value) given, animal healthcare management, exposure to catastrophic risk hazards, etc., with a view to developing risk-based pricing for cattle insurance. This would help insurers to understand the changes in cattle mortality and morbid trends and also build a comprehensive mortality table across different types and breeds of cattle. This would also immensely help the insurers in determining risk-based premium rates among different types of animals, their breeds, geographic regions, customer types, etc. which would enable in developing sustainable cattle insurance portfolio in the Indian insurance market. The output of the analysis can also be used by the insurers to develop index-based livestock insurance as well as parametric insurance.
基于风险的牛保险定价的发病率和死亡率分析
发病率和死亡率也一直是保险公司关注的一个原因,因为发病率和死亡率的增加会导致更高的索赔成本,包括索赔频率。目前,保险公司在确定保险费率时只采用两个评级因素(牛的年龄和类型),而且印度的牛保险没有采用基于风险的定价。本文的主要目的是确定影响印度不同类型牛的死亡率和发病率趋势的重要评级因素。其次,需要审查死亡率和发病率趋势是否因不同参数而异,如动物类型、品种、年龄、性别、农业气候带、家畜/动物主人类型等。如果有变化,那么找出变化的程度,并衡量这些评级因素对牛死亡率的影响。本文重点分析了不同牛种、品种、年龄、性别、不同农业气候区等的牛发病率和死亡率。此外,它还审查了牛管理实践的差异;特别是饲料的频率和数量、饲料的种类和质量(营养价值)、动物保健管理、遭受灾难性风险的风险等,以期为牛保险制定基于风险的定价。这将有助于保险公司了解牛的死亡率和发病趋势的变化,并建立不同类型和品种的牛的综合死亡率表。这也将极大地帮助保险公司确定不同类型动物、品种、地理区域、客户类型等的基于风险的保险费率,这将有助于在印度保险市场发展可持续的牛保险组合。分析的结果也可以被保险公司用来开发基于指数的牲畜保险以及参数保险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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