基于CARAMELS框架指标的企业特定因素对财务稳健性的影响——以巴基斯坦非寿险业为例

N. Ali, Zahid Ali Chanar, S. Ghauri, Shahid Obaid
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引用次数: 1

摘要

本研究利用2007年至2016年巴基斯坦22家非人寿保险公司的面板数据集,确定了公司特定因素与CARAMELS框架中非人寿保险行业财务稳健性指标的关系。本研究基于两种最适用的面板数据技术(随机效应和固定效应模型),参考了Hausman检验。该检验证明了固定效应模型适用于企业特定因素的分析。基于变量之间的最高数量的关系,固定效应模型的结果表明,三个企业特定因素(公司年龄、管理能力指数和运营比率)与CARAMELS财务稳健性指标存在显著关系。然而,七个特定于公司的因素(公司规模、股本、杠杆、市场份额、投资比率、保费增长和偿付能力)与CARAMELS财务稳健性指标的关系并不显著。据作者所知,这是第一项确定企业特定因素与CARAMELS财务稳健性指标之间关系的研究,将有助于巴基斯坦非人寿保险行业的学者、管理者和决策者考虑重要因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Effects of Firm-Specific Factors on the Financial Soundness by using CARAMELS Framework Indicators: A Case of Non-Life Insurance Industry of Pakistan
The study is carried out to identify the relations of firm-specific factors with the financial soundness indicators of CARAMELS framework for the non-life insurance industry, by using a panel data set of 22 non-life insurance companies of Pakistan from 2007 to the year 2016. This study is established on two most applicable panel data techniques (random effects as well as fixed effects models), referring to the Hausman’s test. This test proves that the fixed effect model is appropriate for the analyses of firm-specific factors. Based on the highest number of relationships among variables, fixed effects model’s results propose that three firm-specific factors (age of company, management competence index and operating ratios) have significant relations with the CARAMELS financial soundness indicators. However, seven firm-specific factors (size of the company, equity capital, leverage, market share, investment ratio, premium growth and solvency margin) have insignificant relation with the CARAMELS financial soundness indicators. According to author’s best knowledge, it’s the first study that identifies the relations of firm-specific factors with the CARAMELS financial soundness indicators, that will assist to the scholars, managers and policymakers of the non-life insurance industry of Pakistan to consider the significant factors.
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