分解指标与财务失败预测

DECOMPOSITION MEASURES AND THE PREDICTION OF FINANCIAL FAILURE

Journal of Business Finance & Accounting · 1983
被引 47
人大 A-ABS 3

中文导读

检验了分解指标在区分失败与非失败公司上的能力,并尝试用这些指标构建判别分析模型,发现部分指标在失败前四年有区分力,但模型整体预测效果不佳。

Abstract

Lev has indicated that the decomposition measures of failed firms are larger than those of non‐failed firms and concludes that decomposition measures may be usefully included in financial failure prediction models. This paper extends the use of decomposition measure concepts for financial failure prediction. Firstly, on a univariate basis, attributes of decomposition measures are tested for discriminating ability between failed and non‐failed companies. Secondly, all decomposition measures tested are used to derive a discriminant analysis model for failure prediction. The paper concludes that (1) the stability and size of some balance sheet derived decomposition measures discriminate between failed and non‐failed companies as far as four years before failure, and (2) a discriminant analysis model of balance sheet derived decomposition measures is not successful at predicting financial failure.

财务失败预测分解度量判别分析资产负债表