埃及财产和意外保险业信用风险决定因素的综合分析:探索宏观经济、行业和公司的具体因素

اسلام عبدالحكيم كامل صيام
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摘要

:通过降低风险、鼓励投资和稳定金融市场,保险业在促进经济稳定方面发挥着至关重要的作用。但保险业也存在固有的困难,尤其是在管理信用风险方面,信用风险是由借款人违约、未付保费和未付再保险金额等因素造成的。本研究探讨了 2012 年至 2022 年期间埃及财产和责任保险公司的信用风险如何受到宏观经济、特定行业和保险公司特定因素的影响。信用风险由三个部分组成:未收缴保费、再保险和债券作为因变量,为了研究信用风险与市场份额、所有权集中度、股本回报率、保险规模、保费增长率等关键自变量以及国内生产总值、通货膨胀、公共债务和失业率等经济指标之间的关系。研究采用了多种回归模型,包括集合回归、固定效应回归和随机效应回归。此外,还使用广义矩法(GMM)研究了信贷风险结构的内生性和时间持久性。萨根检验和自相关检验(AR (1) 和 AR (2))验证了动态模型的稳健性,证明了所使用工具的效率和缺乏序列相关性。研究结果表明了决定信贷风险的各种因素的重要性,包括股本回报率(ROE)、保费增长率、保险规模、保险资本化和经济指标。这项研究为保险业的信用风险管理和战略决策提供了启示,进一步加深了我们对埃及市场信用风险的了解。
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Comprehensive Analysis of Credit Risk Determinants in the Egyptian Property and Casualty Insurance Sector: Exploring Macroeconomic, Industrial, and Company Specific Factors
: Through risk mitigation, investment encouragement, and financial market stabilization, the insurance sector plays a critical role in promoting economic stability. But there are inherent difficulties in the business, especially when it comes to managing credit risk, which is brought on by things like non-defaulting borrowers, unpaid premiums, and unpaid reinsurance amounts. This study examines how credit risk is affected by macroeconomic, industry-specific, and insurance company specific factors in Egyptian property and liability insurance companies between 2012 and 2022. In order to examine the relationships between credit risk, which is represented by three components: uncollected premiums, reinsurance, and bonds as dependent variables, and key independent variables like market share, ownership concentration, return on equity, insurance size, premium growth rate, and economic indicators like GDP, inflation, public debt, and unemployment. The study uses a variety of regression models, including pooled, fixed effects, and random effects regressions. Additionally, endogeneity and time persistence in credit risk structures are studied through the use of the Generalized Method of Moments (GMM). The robustness of the dynamic model is validated by the Sargan test and autocorrelation tests (AR (1) and AR (2)) which verify the efficiency of the used tools and the lack of serial correlation. The findings demonstrate the importance of factors in determining credit risk, including Return on equity (ROE), Premiums growth rate, Insurance Size, Insurance Capitalization, and economic indicators. This study offers insights for credit risk management and strategic decision-making in the insurance industry, furthering our understanding of credit risk in Egyptian markets.
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