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Corporate financial distress diagnosis model and application in credit rating for listing firms in China
Ling Zhang1; Edward I. Altman2; Jerome Yen3
2010
Source PublicationFRONTIERS OF COMPUTER SCIENCE IN CHINA
ISSN1673-7350
Volume4Issue:2Pages:220-236
Abstract

With the enforcement of the removal system for distressed firms and the new Bankruptcy Law in China’s securities market in June 2007, the development of the bankruptcy process for firms in China is expected to create a huge impact. Therefore, identification of potential corporate distress and offering early warnings to investors, analysts, and regulators has become important. There are very distinct differences, in accounting procedures and quality of financial documents, between firms in China and those in the western world. Therefore, it may not be practical to directly apply those models or methodologies developed elsewhere to support identification of such potential distressed situations. Moreover, localized models are commonly superior to ones imported from other environments.

Based on the Z-score, we have developed a model called Z China score to support identification of potential distress firms in China. Our four-variable model is similar to the Z-score four-variable version, Emerging Market Scoring Model, developed in 1995. We found that our model was robust with a high accuracy. Our model has forecasting range of up to three years with 80 percent accuracy for those firms categorized as special treatment (ST); ST indicates that they are problematic firms. Applications of our model to determine a Chinese firm’s Credit Rating Equivalent are also demonstrated.

KeywordFinancial Distress Discriminant Analysis Listing Firms Credit Rating
DOI10.1007/s11704-010-0505-5
Indexed BySSCI
Language英語English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS IDWOS:000292504200009
Scopus ID2-s2.0-77953363678
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Document TypeJournal article
CollectionFaculty of Business Administration
Faculty of Science and Technology
DEPARTMENT OF ACCOUNTING AND INFORMATION MANAGEMENT
Corresponding AuthorLing Zhang
Affiliation1.College of Business Administration, Hunan University, Changsha
2.Salomon Center, New York University, New York
3.Business School, Hong Kong University of Science and Technology, Hong Kong
Recommended Citation
GB/T 7714
Ling Zhang,Edward I. Altman,Jerome Yen. Corporate financial distress diagnosis model and application in credit rating for listing firms in China[J]. FRONTIERS OF COMPUTER SCIENCE IN CHINA, 2010, 4(2), 220-236.
APA Ling Zhang., Edward I. Altman., & Jerome Yen (2010). Corporate financial distress diagnosis model and application in credit rating for listing firms in China. FRONTIERS OF COMPUTER SCIENCE IN CHINA, 4(2), 220-236.
MLA Ling Zhang,et al."Corporate financial distress diagnosis model and application in credit rating for listing firms in China".FRONTIERS OF COMPUTER SCIENCE IN CHINA 4.2(2010):220-236.
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