基于分解多属性法和回归分析的保险市场关键评价指标确定与验证

Martina Borovcová, Adéla Špačková
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摘要

本文的目的是运用分解多属性方法和回归分析来确定和验证保险市场的关键评估指标。考核的具体指标有定性指标(保险深度、理赔比例)和定量指标(总保费、保险收益、保险合同数量、保险理赔结算数量、从业人员数量、商业保险公司数量、保险市场集中度等)。介绍了基于Saaty对比较法的多准则分解AHP法和ANP法,并给出了计算过程。然后应用所描述的方法来确定保险市场指标的偏好。随后,创建一个特定的回归模型。我们的研究结果揭示了对保险市场评估的个别指标和关键评估指标的偏好。
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Determination and Verification of the Key Assessment Indicators for the Insurance Market by Applying the Decomposition Multi-attribute Methods and Regression Analysis
The aim of the article is to determine and verify the key assessment indicators for the insurance market by applying the decomposition multi-attribute methods and regression analysis. The assessed specific indicators are qualitative indicators (insurance penetration, claim ratio) and quantitative indicators (gross premium, insurance benefit, number of insurance contracts, number of settled insurance claims, number of employees, number of commercial insurance companies, concentration of the insurance market, and more). The decomposition multi-criteria AHP method (analytic hierarchy process) and ANP method (analytic network process) based on the Saaty pair comparison approach are described, including the computation procedure. The described methods are then applied to determine the preferences of the indicators for the insurance market. Subsequently, a particular regression model is created. Our findings reveal the resulting preferences of individual indicators of the insurance market evaluation and key assessment indicators.
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