A survey of business failures with an emphasis on prediction methods and industrial applications

被引:348
作者
Dimitras, AI
Zanakis, SH
Zopounidis, C
机构
[1] FLORIDA INT UNIV, COLL BUSINESS ADM, DEPT DECIS SCI & INFORMAT SYST, MIAMI, FL 33199 USA
[2] TECH UNIV CRETE, DECIS SUPPORT SYST LAB, GR-73132 KHANIA, GREECE
关键词
business failures; statistical analysis;
D O I
10.1016/0377-2217(95)00070-4
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The considerable interest in the prediction of business failures is reflected in the large number of studies presented in the literature. Various methods have been used to construct prediction models. This paper provides a review of the literature and a framework for the presentation of this information. Articles can be classified according to the country, industrial sector and period of data, as well as the financial ratios and models or methods employed. Relationships and research trends in the prediction of business failure are discussed.
引用
收藏
页码:487 / 513
页数:27
相关论文
共 157 条
[31]   PRODUCTION SYSTEM-DEVELOPMENT FOR EXPERT SYSTEMS USING A RECURSIVE PARTITIONING INDUCTION APPROACH - AN APPLICATION TO MORTGAGE, COMMERCIAL, AND CONSUMER LENDING [J].
CRONAN, TP ;
GLORFELD, LW ;
PERRY, LG .
DECISION SCIENCES, 1991, 22 (04) :812-845
[32]   RATIO STABILITY AND CORPORATE FAILURE [J].
DAMBOLENA, IG ;
KHOURY, SJ .
JOURNAL OF FINANCE, 1980, 35 (04) :1017-1026
[33]   DISCRIMINANT ANALYSIS OF PREDICTORS OF BUSINESS FAILURE [J].
DEAKIN, EB .
JOURNAL OF ACCOUNTING RESEARCH, 1972, 10 (01) :167-179
[34]  
DECAEVEL J, 1983, REV BANQUE, P43
[35]   A MULTICRITERIA APPROACH FOR EVALUATING THE PERFORMANCE OF INDUSTRIAL FIRMS [J].
DIAKOULAKI, D ;
MAVROTAS, G ;
PAPAYANNAKIS, L .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 1992, 20 (04) :467-474
[36]   A KNOWLEDGE-ENGINEERED SYSTEM FOR COMMERCIAL LOAN DECISIONS [J].
DUCHESSI, P ;
SHAWKY, H ;
SEAGLE, JP .
FINANCIAL MANAGEMENT, 1988, 17 (03) :57-65
[37]   LENDING ANALYSIS SUPPORT SYSTEM (LASS) - AN APPLICATION OF A KNOWLEDGE-BASED SYSTEM TO SUPPORT COMMERCIAL LOAN ANALYSIS [J].
DUCHESSI, P ;
BELARDO, S .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1987, 17 (04) :608-616
[38]  
DUTTA E, 1992, J INFORMATION SCI TE, V1, P309
[39]   EMPIRICAL TEST OF FINANCIAL RATIO ANALYSIS FOR SMALL BUSINESS FAILURE PREDICTION [J].
EDMISTER, RO .
JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 1972, 7 (02) :1477-&
[40]  
Eisenbeis R.A., 1978, J BANK FINANC, V2, P205, DOI [10.1016/0378-4266(78)90012-2, DOI 10.1016/0378-4266(78)90012-2]