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Limitation of Financial Health Prediction in Companies from Post-Communist Countries

机译:后共产主义国家公司财务健康预测的局限性

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The financial health of a company can be seen as the ability to maintain a balance againstchanging conditions in the environment and at the same time in relation to everyone participatingin the business. In the evaluation of financial health and prediction of financial problems of thecompanies, various indexes are used that can serve as input for expert estimation or creation ofvarious models using, for example, multi-dimensional statistical methods. The practical application ofthe proper method for evaluation of financial health has been analysed in post-communist countries,since they have common historic experiences and economic interests. During the research we followedup the following indexes: Altman model, Taffler model, Springate model, and the index IN, based onmulti-dimensional discrimination analysis. From the research results there is obvious a necessity tocombine available methods in post-communist countries and at least to eliminate their disadvantagespartially. Experiences from prediction models have proved their relatively high prediction ability,but only in perfect conditions, which cannot be affirmed in post-communist countries. The taskremains to modify existing indexes to concrete situations and problems of the individual industriesin the chosen countries, which have unique conditions for business making.
机译:公司的财务状况可以看作是一种能力,可以与环境中不断变化的条件保持平衡,同时又可以与参与业务的每个人相关。在财务状况的评估和公司财务问题的预测中,使用了各种指标,这些指标可以用作专家估算或使用例如多维统计方法创建各种模型的输入。后共产主义国家具有共同的历史经验和经济利益,因此分析了采用适当方法进行金融健康评价的实际应用。在研究过程中,我们基于多维判别分析跟踪了以下指标:Altman模型,Taffler模型,Springate模型以及索引IN。从研究结果来看,在后共产主义国家中显然有必要组合可用的方法,至少部分地消除其不利之处。预测模型的经验已经证明它们具有较高的预测能力,但是只有在完美的条件下,这在后共产主义国家是无法肯定的。任务仍然是修改现有索引,以适应所选国家/地区中各个行业的具体情况和问题,这对于开展业务具有独特的条件。

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