财务比率指标作为企业失败的早期预测指标:来自塞尔维亚的证据

Denis Kušter
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引用次数: 0

摘要

公司破产问题由于其实际意义,多年来一直引起科学界的兴趣。没有一个国家的经济福祉不受商业失败的影响。研究的问题源于缺乏对塞尔维亚共和国商业失败问题的分析。本研究的主要目的是确定比率指标是否与破产程序开始前一年,两年和三年预测企业失败相关。这项研究对来自塞尔维亚境内的100家公司进行了抽样调查。比率计算的数据来自商业登记署的官方网站。统计分析基于曼-惠特尼检验,该检验用于确定两组之间相对于变量(比率)的差异。测试在IBM的SPSS v.26工具中进行。研究结果表明,即使在破产程序开始前三年,财务比率也可以用于企业破产预测,因为破产公司与有偿债能力公司之间的比率值存在统计学上的显著差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Financial ratio indicators as early predictors of business failure: Evidence from Serbia
The problem of corporate bankruptcies has intrigued the scientific community for years due to its practical significance. There is no country whose economic well-being is not affected by business failures. The research problem stems from the lack of analyses related to the issue of business failures in the the Republic of Serbia. The main aim of this research paper is to determine whether ratio indicators are relevant in predicting business failure one, two and three years before bankruptcy proceedings start. The research was conducted on a sample of 100 companies from the territory of Serbia. The data for ratios calculation was taken from the official website of the Business Registers Agency. Statistical analysis is based on Mann-Whitney test, which is used to identify differences between two groups with respect to a variable (ratio). The test was conducted in IBM's SPSS v.26 tool. Results of the research indicate that financial ratios can be useful for business failure prediction even three years before bankruptcy proceedings start, since there are statistically significant differences in ratio values between bankrupt and solvent companies.
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