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Volumn 38, Issue 1, 2006, Pages 63-93

35 years of studies on business failure: An overview of the classic statistical methodologies and their related problems

Author keywords

Business failure; Failure prediction models; Overview; Problem topics

Indexed keywords


EID: 33144462955     PISSN: 08908389     EISSN: 10958347     Source Type: Journal    
DOI: 10.1016/j.bar.2005.09.001     Document Type: Article
Times cited : (486)

References (148)
  • 1
    • 84980104458 scopus 로고
    • Financial ratios, discriminant analysis and the prediction of corporate bankruptcy
    • E.I. Altman Financial ratios, discriminant analysis and the prediction of corporate bankruptcy The Journal of Finance 23 4 1968 589-609
    • (1968) The Journal of Finance , vol.23 , Issue.4 , pp. 589-609
    • Altman, E.I.1
  • 2
    • 48549109172 scopus 로고
    • The success of business failure prediction models - An international survey
    • E.I. Altman The success of business failure prediction models - An international survey Journal of Banking and Finance 8 1984 171-198
    • (1984) Journal of Banking and Finance , vol.8 , pp. 171-198
    • Altman, E.I.1
  • 5
    • 0031521259 scopus 로고    scopus 로고
    • Credit risk measurement: Developments over the last 20 years
    • E.I. Altman A. Saunders Credit risk measurement: Developments over the last 20 years Journal of Banking and Finance 21 11-12 1998 1721-1742
    • (1998) Journal of Banking and Finance , vol.21 , Issue.11-12 , pp. 1721-1742
    • Altman, E.I.1    Saunders, A.2
  • 7
    • 0003903882 scopus 로고
    • Application of classification techniques in business, banking and finance
    • Greenwich (Connecticut): JAI Press
    • E.I. Altman R.B. Avery R.A. Eisenbeis J.F. Sinkey Application of classification techniques in business, banking and finance 1981 JAI Press Greenwich (Connecticut)
    • (1981)
    • Altman, E.I.1    Avery, R.B.2    Eisenbeis, R.A.3    Sinkey, J.F.4
  • 10
    • 0035391093 scopus 로고    scopus 로고
    • Bankruptcy prediction for credit risk using neural networks: A survey and new results
    • A.F. Atiya Bankruptcy prediction for credit risk using neural networks: a survey and new results IEEE Transactions on Neural Networks 12 4 2001 929-935
    • (2001) IEEE Transactions on Neural Networks , vol.12 , Issue.4 , pp. 929-935
    • Atiya, A.F.1
  • 11
    • 0003779988 scopus 로고
    • Cash flow reporting and financial distress models: Testing of hypotheses
    • A. Aziz G. Lawson Cash flow reporting and financial distress models: testing of hypotheses Financial Management 18 1 1989 55-63
    • (1989) Financial Management , vol.18 , Issue.1 , pp. 55-63
    • Aziz, A.1    Lawson, G.2
  • 12
    • 84980201928 scopus 로고
    • Bankruptcy prediction - An investigation of cash flow based models
    • A. Aziz D.C. Emanuel G.H. Lawson Bankruptcy prediction - An investigation of cash flow based models Journal of Management Studies 25 5 1988 419-437
    • (1988) Journal of Management Studies , vol.25 , Issue.5 , pp. 419-437
    • Aziz, A.1    Emanuel, D.C.2    Lawson, G.H.3
  • 13
    • 7944219582 scopus 로고    scopus 로고
    • Choosing bankruptcy predictors using discriminant analysis, logit analysis and genetic algorithms
    • Technical Report from Turku Centre for Computer Science, Report number 40, September
    • Back, B., Laitinen, T., Sere, K., Van Wezel, M., 1996. Choosing bankruptcy predictors using discriminant analysis, logit analysis and genetic algorithms, Technical Report from Turku Centre for Computer Science, Report number 40, September, pp. 1-18.
    • (1996) , pp. 1-18
    • Back, B.1    Laitinen, T.2    Sere, K.3    Van Wezel, M.4
  • 14
    • 33144489321 scopus 로고    scopus 로고
    • The effect of sample size on different failure prediction methods
    • Technical Report from Turku Centre for Computer Science, Report number, 155, December
    • Back,B., Laitinen, T., Hekanaho, J., Sere, K., 1997. The effect of sample size on different failure prediction methods, Technical Report from Turku Centre for Computer Science, Report number, 155, December, pp. 1-23.
    • (1997) , pp. 1-23
    • Back, B.1    Laitinen, T.2    Hekanaho, J.3    Sere, K.4
  • 15
    • 0002554419 scopus 로고
    • Financial ratios predictors of failure. Empirical research in accounting: Selected studies 1966
    • W. Beaver Financial ratios predictors of failure. Empirical research in accounting: Selected studies 1966 Journal of Accounting Research 4 Suppl. 1967 71-111
    • (1967) Journal of Accounting Research , vol.4 , Issue.SUPPL. , pp. 71-111
    • Beaver, W.1
  • 17
    • 84978556349 scopus 로고
    • Methodological implications of non-normality distributed financial ratios
    • P. Barnes Methodological implications of non-normality distributed financial ratios Journal of Business Finance and Accounting 9 1 1982 51-62
    • (1982) Journal of Business Finance and Accounting , vol.9 , Issue.1 , pp. 51-62
    • Barnes, P.1
  • 18
    • 84978569932 scopus 로고
    • The analysis and use of financial ratios: A review article
    • P. Barnes The analysis and use of financial ratios: A review article Journal of Business Finance and Accounting 14 4 1987 449-461
    • (1987) Journal of Business Finance and Accounting , vol.14 , Issue.4 , pp. 449-461
    • Barnes, P.1
  • 19
    • 0141464998 scopus 로고    scopus 로고
    • Bankruptcy risk and productive efficiency in manufacturing firms
    • L. Becchetti J. Sierra Bankruptcy risk and productive efficiency in manufacturing firms Journal of Banking and Finance 27 2003 2099-2120
    • (2003) Journal of Banking and Finance , vol.27 , pp. 2099-2120
    • Becchetti, L.1    Sierra, J.2
  • 20
    • 84978564281 scopus 로고
    • The effectiveness of incorporating stability measures in company failure models
    • J. Betts D. Belhoul The effectiveness of incorporating stability measures in company failure models Journal of Business Finance and Accounting 14 3 1987 323-334
    • (1987) Journal of Business Finance and Accounting , vol.14 , Issue.3 , pp. 323-334
    • Betts, J.1    Belhoul, D.2
  • 21
    • 2442647837 scopus 로고    scopus 로고
    • Macro economic instability and business exit: Determinants of failures and acquisitions of large UK firms
    • Cambridge Working Papers in Economics Department of Applied Economics, University of Cambridge, Working paper number 0206, March
    • Bhattacharjee, A., Higson, C., Holly, S., Kattuman, P., 2002. Macro economic instability and business exit: Determinants of failures and acquisitions of large UK firms, Cambridge Working Papers in Economics, Department of Applied Economics, University of Cambridge, Working paper number 0206, March.
    • (2002)
    • Bhattacharjee, A.1    Higson, C.2    Holly, S.3    Kattuman, P.4
  • 22
    • 0004864406 scopus 로고
    • Corporate prediction models: Ratios or regression analysis?
    • Research memoranda Faculty of Economics and Business Administration, Tilburg University, Paper number, 658, May
    • Bijnen, E.J., Wijn, M.F., 1994. Corporate prediction models: Ratios or regression analysis?, Research memoranda, Faculty of Economics and Business Administration, Tilburg University, Paper number, 658, May, pp. 1-23.
    • (1994) , pp. 1-23
    • Bijnen, E.J.1    Wijn, M.F.2
  • 23
    • 85047063913 scopus 로고
    • Het voorspellen van falingen. Financiële kengetallen als thermometer voor de ondernemingsdoorlichting Economisch en Sociaal Tijdschrift
    • J. Bilderbeek Het voorspellen van falingen. Financiële kengetallen als thermometer voor de ondernemingsdoorlichting Economisch en Sociaal Tijdschrift 32 1 1978 5-25
    • (1978) , vol.32 , Issue.1 , pp. 5-25
    • Bilderbeek, J.1
  • 24
    • 26644432793 scopus 로고
    • An empirical study of the predictive ability of financial ratios in the Netherlands
    • J. Bilderbeek An empirical study of the predictive ability of financial ratios in the Netherlands Zeitschrift Für Betriebswirtschaft 1979 388-407
    • (1979) Zeitschrift Für Betriebswirtschaft , pp. 388-407
    • Bilderbeek, J.1
  • 25
    • 33144464570 scopus 로고    scopus 로고
    • La faillite, éléments d'analyse économique, Préface de Pierre Morin Paris (France): Economica
    • Blazy, R., 2000. La faillite, éléments d'analyse économique, Préface de Pierre Morin, Paris (France): Economica.
    • (2000)
    • Blazy, R.1
  • 26
    • 0001835543 scopus 로고
    • Failing company discriminant analysis
    • M. Blum Failing company discriminant analysis Journal of Accounting Research 12 1 1974 1-25
    • (1974) Journal of Accounting Research , vol.12 , Issue.1 , pp. 1-25
    • Blum, M.1
  • 27
    • 0031498155 scopus 로고    scopus 로고
    • Earnings management to avoid earnings decreases and losses
    • D. Burgstahler I. Dichev Earnings management to avoid earnings decreases and losses Journal of Accounting and Economics 24 1 1997 99-126
    • (1997) Journal of Accounting and Economics , vol.24 , Issue.1 , pp. 99-126
    • Burgstahler, D.1    Dichev, I.2
  • 29
    • 0039488730 scopus 로고
    • Financial distress: A comparative study of individual, model and committee assessments
    • P. Chalos Financial distress: A comparative study of individual, model and committee assessments Journal of Accounting Research 23 2 1985 527-543
    • (1985) Journal of Accounting Research , vol.23 , Issue.2 , pp. 527-543
    • Chalos, P.1
  • 30
    • 74849128808 scopus 로고    scopus 로고
    • Option-based bankruptcy prediction
    • Paper Presented at th Annual Real Options Confernce Paphos, Cyprus, 4-6 July
    • Charitou, A., Trigeorgis, L., 2000. Option-based bankruptcy prediction, Paper presented at 6th Annual Real Options Confernce, Paphos, Cyprus, 4-6 July, pp. 1-25.
    • (2000) , pp. 1-25
    • Charitou, A.1    Trigeorgis, L.2
  • 31
    • 33144486236 scopus 로고    scopus 로고
    • Earnings management prior to bankruptcy
    • Working Paper, University of Cyprus
    • Charitou, A., Lambertides, N., 2003. Earnings management prior to bankruptcy, Working Paper, University of Cyprus, pp. 1-46.
    • (2003) , pp. 1-46
    • Charitou, A.1    Lambertides, N.2
  • 33
    • 33144485363 scopus 로고    scopus 로고
    • The path to failure: Where are bankruptcy studies at now?
    • P. Cybinski The path to failure: Where are bankruptcy studies at now? Journal of Business and Management 7 1 2000 11-39
    • (2000) Journal of Business and Management , vol.7 , Issue.1 , pp. 11-39
    • Cybinski, P.1
  • 34
    • 33144481436 scopus 로고    scopus 로고
    • Description. Explanation, Prediction: The Evolution of Bankruptcy Studies?
    • P. Cybinski Description. Explanation, Prediction: The Evolution of Bankruptcy Studies? Managerial Finance 27 4 2001 29-44
    • (2001) Managerial Finance , vol.27 , Issue.4 , pp. 29-44
    • Cybinski, P.1
  • 35
    • 84977341882 scopus 로고
    • Ratio stability and corporate failure
    • I. Dambolena S. Khoury Ratio stability and corporate failure Journal of Finance 33 4 1980 1017-1026
    • (1980) Journal of Finance , vol.33 , Issue.4 , pp. 1017-1026
    • Dambolena, I.1    Khoury, S.2
  • 36
    • 58049209365 scopus 로고    scopus 로고
    • Business failure prediction: A review and analysis of the literature
    • Working Paper Department of Productions and Operations Management Catholic University of Mons (Belgium)
    • Daubie, M., Meskens, N., 2002. Business failure prediction: A review and analysis of the literature, Working Paper, Department of Productions and Operations Management, Catholic University of Mons (Belgium), pp. 1-15.
    • (2002) , pp. 1-15
    • Daubie, M.1    Meskens, N.2
  • 37
    • 33144456114 scopus 로고    scopus 로고
    • The stock performance of firms emerging from Chapter 11 and accidental bankruptcy
    • Paper Presented at The FMA Meeting New Orleans, USA October 2004
    • Davis, A.H.R., Huang, X., 2004. The stock performance of firms emerging from Chapter 11 and accidental bankruptcy, Paper presented at the FMA Meeting, New Orleans, USA, pp. 6-9 October 2004.
    • (2004) , pp. 6-9
    • Davis, A.H.R.1    Huang, X.2
  • 38
    • 0000275837 scopus 로고
    • A discriminant analysis of predictors of business failure
    • E. Deakin A discriminant analysis of predictors of business failure Journal of Accounting Research 10 1 1972 167-179
    • (1972) Journal of Accounting Research , vol.10 , Issue.1 , pp. 167-179
    • Deakin, E.1
  • 39
    • 0010689618 scopus 로고
    • On the nature of the distribution of financial accounting ratios: Some empirical evidence
    • E. Deakin On the nature of the distribution of financial accounting ratios: Some empirical evidence The Accounting Review 51 1 1976 90-97
    • (1976) The Accounting Review , vol.51 , Issue.1 , pp. 90-97
    • Deakin, E.1
  • 41
    • 33144477310 scopus 로고
    • Flux financiers et prévision de faillite: Une analyse comportementale de l'entreprise
    • Paper presented at Colloque International sur «l'analyse financière par les flux: mode ou modèle?», Institut d' Administration des Entreprises, Nice (France)
    • Declerc, M., Heins, B., Van Wymeersch, Ch. 1990. Flux financiers et prévision de faillite: Une analyse comportementale de l'entreprise, Paper presented at Colloque International sur «l'analyse financière par les flux: Mode ou modèle?», Institut d' Administration des Entreprises, Nice (France), December, pp. 1-26.
    • (1990) , pp. 1-26
    • Declerc, M.1    Heins, B.2    Van Wymeersch, Ch.3
  • 42
    • 84945310020 scopus 로고
    • The use of value added ratios in statistical failure prediction models: Some evidence on Belgian annual accounts
    • Paper presented at the 1991 Annual Congress of the European Accounting Association April 10-12 1991, Maastricht (The Netherlands)
    • Declerc, M., Heins, B., Van Wymeersch, Ch., 1991. The use of value added ratios in statistical failure prediction models: Some evidence on Belgian annual accounts, Paper presented at the 1991 Annual Congress of the European Accounting Association, April 10-12 1991, Maastricht (The Netherlands), pp. 1-24.
    • (1991) , pp. 1-24
    • Declerc, M.1    Heins, B.2    Van Wymeersch, Ch.3
  • 45
    • 0030143666 scopus 로고    scopus 로고
    • A survey of business failures with an emphasis on failure prediction methods and industrial applications
    • A. Dimitras S. Zanakis C. Zopoudinis A survey of business failures with an emphasis on failure prediction methods and industrial applications European Journal of Operational Research 90 3 1996 487-513
    • (1996) European Journal of Operational Research , vol.90 , Issue.3 , pp. 487-513
    • Dimitras, A.1    Zanakis, S.2    Zopoudinis, C.3
  • 47
    • 0042758626 scopus 로고    scopus 로고
    • A multicriteria discrimination method for the prediction of financial distress: The case of Greece
    • M. Doumpos C. Zopoudinis A multicriteria discrimination method for the prediction of financial distress: The case of Greece Multinational Finance Journal 3 2 1999 71-101
    • (1999) Multinational Finance Journal , vol.3 , Issue.2 , pp. 71-101
    • Doumpos, M.1    Zopoudinis, C.2
  • 48
    • 84974012882 scopus 로고
    • An empirical test of financial ratio analysis for small business failure prediction
    • R. Edmister An empirical test of financial ratio analysis for small business failure prediction Journal of Financial and Quantitative Analysis 1972 1477-1493
    • (1972) Journal of Financial and Quantitative Analysis , pp. 1477-1493
    • Edmister, R.1
  • 49
    • 84977404808 scopus 로고
    • Pitfalls in the application of discriminant analysis in business
    • R.A. Eisenbeis Pitfalls in the application of discriminant analysis in business Journal of Finance 32 3 1977 875-900
    • (1977) Journal of Finance , vol.32 , Issue.3 , pp. 875-900
    • Eisenbeis, R.A.1
  • 50
    • 0002397790 scopus 로고
    • The distributional properties of financial ratios in UK manufacturing companies
    • M. Ezzamel C. Mar-Molinero The distributional properties of financial ratios in UK manufacturing companies Journal of Business Finance and Accounting 17 1 1990 1-29
    • (1990) Journal of Business Finance and Accounting , vol.17 , Issue.1 , pp. 1-29
    • Ezzamel, M.1    Mar-Molinero, C.2
  • 54
    • 0011592201 scopus 로고
    • Predicting bankruptcy: If cash flow's not the bottom line, What is?
    • J.A. Gentry P. Newbold D.T. Whitford Predicting bankruptcy: If cash flow's not the bottom line, What is? Financial Analysts Journal 41 5 1985 47-56
    • (1985) Financial Analysts Journal , vol.41 , Issue.5 , pp. 47-56
    • Gentry, J.A.1    Newbold, P.2    Whitford, D.T.3
  • 57
    • 0000795893 scopus 로고
    • Note on cash flow and classification patterns of financial ratios
    • M.J. Gombola J. Ketz Note on cash flow and classification patterns of financial ratios Accounting Review 58 1 1983 105-114
    • (1983) Accounting Review , vol.58 , Issue.1 , pp. 105-114
    • Gombola, M.J.1    Ketz, J.2
  • 59
    • 0004227324 scopus 로고    scopus 로고
    • Fourth Ed., London: McGraw-Hill
    • Gujarati Basic Econometrics Fourth Ed. 2003 McGraw-Hill London
    • (2003) Basic Econometrics
    • Gujarati1
  • 60
    • 85016114475 scopus 로고
    • Factors distinguishing survivors from failures amongst small firms in the UK construction sector
    • G. Hall Factors distinguishing survivors from failures amongst small firms in the UK construction sector Journal of Management Studies 31 5 1994 737-760
    • (1994) Journal of Management Studies , vol.31 , Issue.5 , pp. 737-760
    • Hall, G.1
  • 61
    • 33144467046 scopus 로고    scopus 로고
    • Marginal classifier improvement and reality
    • Paper Presented at the Symposium on Data Mining Ghent University (Belgium), May 2004
    • Hand D.J., 2004. Marginal classifier improvement and reality, Paper presented at the Symposium on Data Mining, Ghent University (Belgium), May 2004.
    • (2004)
    • Hand, D.J.1
  • 62
    • 27844560643 scopus 로고    scopus 로고
    • Are credit scoring models sensitive with respect to default definitions? Evidence from the Austrian Market
    • Dissertation Paper, Department of Business Administration University of Vienna, Austria
    • Hayden, E., 2003. Are credit scoring models sensitive with respect to default definitions? Evidence from the Austrian Market, Dissertation Paper, Department of Business Administration, University of Vienna, Austria, pp. 1-43.
    • (2003) , pp. 1-43
    • Hayden, E.1
  • 63
  • 64
    • 0003508724 scopus 로고
    • Applied logistic regression
    • New York: Wiley
    • D.W. Hosmer S. Lemeshow Applied logistic regression 1989 Wiley New York
    • (1989)
    • Hosmer, D.W.1    Lemeshow, S.2
  • 65
    • 0346039760 scopus 로고
    • A note on the optimal cutoff point in bankruptcy prediction models
    • S. Hsieh A note on the optimal cutoff point in bankruptcy prediction models Journal of Business Finance & Accounting 20 3 1993 457-464
    • (1993) Journal of Business Finance & Accounting , vol.20 , Issue.3 , pp. 457-464
    • Hsieh, S.1
  • 66
    • 84993858137 scopus 로고
    • Ratio analysis and the prediction of firm failure
    • C.G. Johnson Ratio analysis and the prediction of firm failure Journal of Finance 1970 1166-1168
    • (1970) Journal of Finance , pp. 1166-1168
    • Johnson, C.G.1
  • 67
    • 0000641011 scopus 로고
    • Current techniques in bankruptcy prediction
    • F.L. Jones Current techniques in bankruptcy prediction Journal of Accounting Literature 6 1987 131-164
    • (1987) Journal of Accounting Literature , vol.6 , pp. 131-164
    • Jones, F.L.1
  • 71
    • 33144461624 scopus 로고    scopus 로고
    • Predicting corporate financial distress: A time-series CUSUM methodology
    • Paper Presented at the Third Annual Conference of the Multinational Finance Association June, 1996
    • Kahya, E., Theodossiou, P., 1996. Predicting corporate financial distress: A time-series CUSUM methodology, Paper presented at the Third Annual Conference of the Multinational Finance Association, June, 1996, pp. 1-38.
    • (1996) , pp. 1-38
    • Kahya, E.1    Theodossiou, P.2
  • 73
    • 0344124316 scopus 로고
    • The prediction of small company failure: Some behavioural evidence for the UK
    • K. Keasey R. Watson The prediction of small company failure: Some behavioural evidence for the UK Accounting and Business Research 17 1986 49-57
    • (1986) Accounting and Business Research , vol.17 , pp. 49-57
    • Keasey, K.1    Watson, R.2
  • 74
    • 84978596402 scopus 로고
    • Non-financial symptoms and the prediction of small company failure: A test of Argenti's hypotheses
    • K. Keasey R. Watson Non-financial symptoms and the prediction of small company failure: A test of Argenti's hypotheses Journal of Business Finance & Accounting 14 3 1987 335-354
    • (1987) Journal of Business Finance & Accounting , vol.14 , Issue.3 , pp. 335-354
    • Keasey, K.1    Watson, R.2
  • 75
    • 84978548584 scopus 로고
    • The failure of UK industrial firms for the period 1976-1984, logistic analysis and entropy measures
    • K. Keasey P. McGuinness The failure of UK industrial firms for the period 1976-1984, logistic analysis and entropy measures Journal of Business Finance & Accounting 17 1 1990 119-135
    • (1990) Journal of Business Finance & Accounting , vol.17 , Issue.1 , pp. 119-135
    • Keasey, K.1    McGuinness, P.2
  • 76
    • 84981982047 scopus 로고
    • Financial distress models: A review of their usefulness
    • K. Keasey R. Watson Financial distress models: A review of their usefulness British journal of Management 2 2 1991 89-102
    • (1991) British Journal of Management , vol.2 , Issue.2 , pp. 89-102
    • Keasey, K.1    Watson, R.2
  • 77
    • 0002266472 scopus 로고
    • Multilogit approach to predicting corporate failure: Further analysis and the issue of signal consistency
    • K. Keasey P. McGuinness H. Short Multilogit approach to predicting corporate failure: Further analysis and the issue of signal consistency Omega International Journal of Management Science 18 1 1990 85-94
    • (1990) Omega International Journal of Management Science , vol.18 , Issue.1 , pp. 85-94
    • Keasey, K.1    McGuinness, P.2    Short, H.3
  • 78
    • 85023906195 scopus 로고
    • The sensitivity of optimal cutoff points to misclassification costs of Type I and Type II errors in the going-concern prediction context
    • H.C. Koh The sensitivity of optimal cutoff points to misclassification costs of Type I and Type II errors in the going-concern prediction context Journal of Business Finance & Accounting 19 2 1992 187-197
    • (1992) Journal of Business Finance & Accounting , vol.19 , Issue.2 , pp. 187-197
    • Koh, H.C.1
  • 81
    • 0038765948 scopus 로고
    • Prediction of failure of a newly founded firm
    • E.K. Laitinen Prediction of failure of a newly founded firm Journal of Business Venturing 7 1992 323-340
    • (1992) Journal of Business Venturing , vol.7 , pp. 323-340
    • Laitinen, E.K.1
  • 82
    • 0002390954 scopus 로고
    • Financial predictors for different phases of the failure process
    • E.K. Laitinen Financial predictors for different phases of the failure process Omega International Journal of Management Science 21 2 1993 215-228
    • (1993) Omega International Journal of Management Science , vol.21 , Issue.2 , pp. 215-228
    • Laitinen, E.K.1
  • 83
    • 85015613373 scopus 로고
    • Traditional versus operating cash flow in failure prediction
    • E.K. Laitinen Traditional versus operating cash flow in failure prediction Journal of Business Finance and Accounting 21 2 1994 195-217
    • (1994) Journal of Business Finance and Accounting , vol.21 , Issue.2 , pp. 195-217
    • Laitinen, E.K.1
  • 84
    • 0042857342 scopus 로고    scopus 로고
    • Comparative analysis of failure prediction methods: The Finnish case
    • T. Laitinen M. Kankaanpää Comparative analysis of failure prediction methods: The Finnish case European Accounting Review 8 1 1999 67-92
    • (1999) European Accounting Review , vol.8 , Issue.1 , pp. 67-92
    • Laitinen, T.1    Kankaanpää, M.2
  • 85
    • 85014448410 scopus 로고
    • An application of the Cox proportional hazards model to bank failure
    • W.R. Lane S.W. Looney J.W. Wansley An application of the Cox proportional hazards model to bank failure Journal of Banking and Finance 10 1986 511-531
    • (1986) Journal of Banking and Finance , vol.10 , pp. 511-531
    • Lane, W.R.1    Looney, S.W.2    Wansley, J.W.3
  • 86
    • 77956305420 scopus 로고    scopus 로고
    • Is it worth the while? The relevance of qualitative information in credit rating
    • Working Paper presented at the EFMA 2003 Meetings, Helsinki (Finland), 25-29 June, 2003
    • Lehmann, B., 2003. Is it worth the while? The relevance of qualitative information in credit rating, Working Paper presented at the EFMA 2003 Meetings, Helsinki (Finland), 25-29 June, 2003 pp. 1-25.
    • (2003) , pp. 1-25
    • Lehmann, B.1
  • 88
    • 3042680562 scopus 로고
    • A nonfinancial business success versus failure prediction model for young firms
    • R.N. Lussier A nonfinancial business success versus failure prediction model for young firms Journal of Small Business Management 33 1 1995 8-20
    • (1995) Journal of Small Business Management , vol.33 , Issue.1 , pp. 8-20
    • Lussier, R.N.1
  • 89
    • 33144459148 scopus 로고
    • A success vs. failure prediction model of the manufacturing industry
    • Paper Presented at the Conference of the Small Business Institute Director's Association San Antonio, Texas, February 1994, Paper number
    • Lussier, R.N., Corman, J., 1994. A success vs. failure prediction model of the manufacturing industry, Paper presented at the Conference of the Small Business Institute Director's Association, San Antonio, Texas, February 1994, Paper number, 48, pp. 1-5.
    • (1994) , vol.48 , pp. 1-5
    • Lussier, R.N.1    Corman, J.2
  • 91
    • 0037398254 scopus 로고    scopus 로고
    • Beyond the balanced scorecard: Refining the search for organizational success measures
    • A.C. Maltz A.J. Shenhar R.R. Reilly Beyond the balanced scorecard: refining the search for organizational success measures Long Range Planning 36 2003 187-204
    • (2003) Long Range Planning , vol.36 , pp. 187-204
    • Maltz, A.C.1    Shenhar, A.J.2    Reilly, R.R.3
  • 92
    • 0345807617 scopus 로고    scopus 로고
    • The sensitivity of prediction models tot the non-normality of bounded an unbounded financial ratios
    • S. McLeay A. Omar The sensitivity of prediction models tot the non-normality of bounded an unbounded financial ratios British Accounting Review 32 2000 213-230
    • (2000) British Accounting Review , vol.32 , pp. 213-230
    • McLeay, S.1    Omar, A.2
  • 93
    • 7944239325 scopus 로고
    • The differential bankruptcy predictive ability of specific price-level adjustments: Some empirical evidence
    • Y.M. Mensah The differential bankruptcy predictive ability of specific price-level adjustments: Some empirical evidence Accounting Review 58 2 1983 228-246
    • (1983) Accounting Review , vol.58 , Issue.2 , pp. 228-246
    • Mensah, Y.M.1
  • 94
    • 0000731696 scopus 로고
    • An examination of the stationarity of multivariate bankruptcy prediction models: A methodological study
    • Y.M. Mensah An examination of the stationarity of multivariate bankruptcy prediction models: A methodological study Journal of Accounting Research 22 1 1984 380-395
    • (1984) Journal of Accounting Research , vol.22 , Issue.1 , pp. 380-395
    • Mensah, Y.M.1
  • 95
    • 0004401753 scopus 로고
    • Analysis of business failures in France
    • B. Micha Analysis of business failures in France Journal of Banking and Finance 8 1984 281-291
    • (1984) Journal of Banking and Finance , vol.8 , pp. 281-291
    • Micha, B.1
  • 96
    • 0002772765 scopus 로고
    • Forecasting financial failure: A re-examination
    • R.C. Moyer Forecasting financial failure: A re-examination Financial Management 6 1 1977 11-17
    • (1977) Financial Management , vol.6 , Issue.1 , pp. 11-17
    • Moyer, R.C.1
  • 99
    • 0000666375 scopus 로고
    • Financial ratios and the probabilistic prediction of bankruptcy
    • J. Ohlson Financial ratios and the probabilistic prediction of bankruptcy Journal of Accounting Research 18 1 1980 109-131
    • (1980) Journal of Accounting Research , vol.18 , Issue.1 , pp. 109-131
    • Ohlson, J.1
  • 100
    • 33144456875 scopus 로고
    • Predicting business failure on the basis of accounting data: The Belgian experience
    • H. Ooghe E. Verbaere Predicting business failure on the basis of accounting data: The Belgian experience The International Journal of Accounting 9 2 1985 19-44
    • (1985) The International Journal of Accounting , vol.9 , Issue.2 , pp. 19-44
    • Ooghe, H.1    Verbaere, E.2
  • 101
    • 33144476578 scopus 로고
    • Failure prediction, explanation of misclassifications and incorporation of other relevant variables: Result of empirical research in Belgium
    • Working paper, Department of Corporate Finance Ghent University (Belgium)
    • Ooghe, H., Joos, P., 1990. Failure prediction, explanation of misclassifications and incorporation of other relevant variables: Result of empirical research in Belgium, Working paper, Department of Corporate Finance, Ghent University (Belgium).
    • (1990)
    • Ooghe, H.1    Joos, P.2
  • 102
    • 33144467743 scopus 로고    scopus 로고
    • Are failure prediction models transferable from one country to another? An empirical study using Belgian financial statements
    • 30/06/02-03/07/02, Cyprus
    • Ooghe, H., Balcaen, S., 2002. Are failure prediction models transferable from one country to another? An empirical study using Belgian financial statements, Proceedings of the 9th Annual Conference of the Multinational Finance Society, 30/06/02-03/07/02, Cyprus.
    • (2002) Proceedings of the 9th Annual Conference of the Multinational Finance Society
    • Ooghe, H.1    Balcaen, S.2
  • 103
    • 33144480429 scopus 로고    scopus 로고
    • Alternative methodologies in studies on business failure: Do they produce better results than the classical statistical methods?
    • Working Paper Series Ghent University (Belgium), Paper number, 04/249 June 2004. Faculty of Economics and Business Administration
    • Ooghe, H., Balcaen, S., 2004. Alternative methodologies in studies on business failure: Do they produce better results than the classical statistical methods? Working Paper Series, Faculty of Economics and Business Administration, Ghent University (Belgium), Paper number, 04/ 249 June 2004.
    • (2004)
    • Ooghe, H.1    Balcaen, S.2
  • 104
    • 0345618924 scopus 로고
    • Risico-indicator voor een onderneming aan de hand van falingspredictie-modellen
    • H. Ooghe P. Joos D. De Vos Risico-indicator voor een onderneming aan de hand van falingspredictie-modellen Accountancy en Bedrijfskunde Kwartaalschrift 18 3 1993 3-26
    • (1993) Accountancy En Bedrijfskunde Kwartaalschrift , vol.18 , Issue.3 , pp. 3-26
    • Ooghe, H.1    Joos, P.2    De Vos, D.3
  • 105
    • 33144481245 scopus 로고
    • Towards an improved method of evaluation of financial distress models and presentation of their results
    • Working Paper Ghent University (Belgium), January Department of Corporate Finance
    • Ooghe, H., Joos, P., De Vos, D., De Bourdeaudhuij, C., 1994a. Towards an improved method of evaluation of financial distress models and presentation of their results, Working Paper, Department of Corporate Finance, Ghent University (Belgium), January, pp. 1-22.
    • (1994) , pp. 1-22
    • Ooghe, H.1    Joos, P.2    De Vos, D.3    De Bourdeaudhuij, C.4
  • 106
    • 21244467733 scopus 로고
    • Financial distress models in Belgium: The results of a decade of empirical research
    • H. Ooghe P. Joos C. De Bourdeaudhuij Financial distress models in Belgium: The results of a decade of empirical research International Journal of Accounting 30 1995 245-274
    • (1995) International Journal of Accounting , vol.30 , pp. 245-274
    • Ooghe, H.1    Joos, P.2    De Bourdeaudhuij, C.3
  • 107
    • 33144470680 scopus 로고    scopus 로고
    • The Ooghe-Joos-De Vos failure prediction models: A cross-industry validation
    • H. Ooghe J. Camerlynck S. Balcaen The Ooghe-Joos-De Vos failure prediction models: A cross-industry validation Brussels Economic Review 46 1 2003 39-70
    • (2003) Brussels Economic Review , vol.46 , Issue.1 , pp. 39-70
    • Ooghe, H.1    Camerlynck, J.2    Balcaen, S.3
  • 108
    • 0347868994 scopus 로고
    • Some further empirical evidence on predicting private company failure
    • M.J. Peel D.A. Peel Some further empirical evidence on predicting private company failure Accounting and Business Research 18 1987 57-66
    • (1987) Accounting and Business Research , vol.18 , pp. 57-66
    • Peel, M.J.1    Peel, D.A.2
  • 109
    • 0001867012 scopus 로고
    • Issues in assessing MDA models of corporate failure: A research note
    • J. Piesse D. Wood Issues in assessing MDA models of corporate failure: A research note British Accounting Review 24 1992 33-42
    • (1992) British Accounting Review , vol.24 , pp. 33-42
    • Piesse, J.1    Wood, D.2
  • 110
    • 84978567487 scopus 로고
    • Development of a class of stable predictive variables: The case of bankruptcy prediction
    • H.D. Platt M.B. Platt Development of a class of stable predictive variables: The case of bankruptcy prediction Journal of Business Finance & Accounting 17 1 1990 31-51
    • (1990) Journal of Business Finance & Accounting , vol.17 , Issue.1 , pp. 31-51
    • Platt, H.D.1    Platt, M.B.2
  • 111
    • 0000449179 scopus 로고
    • A note on the use of industry-relative ratios in bankruptcy prediction
    • H.D. Platt M.B. Platt A note on the use of industry-relative ratios in bankruptcy prediction Journal of Banking and Finance 15 1991 1183-1194
    • (1991) Journal of Banking and Finance , vol.15 , pp. 1183-1194
    • Platt, H.D.1    Platt, M.B.2
  • 112
    • 32644462912 scopus 로고    scopus 로고
    • Predicting corporate financial distress: Reflections on choice-based sample bias
    • H.D. Platt M.B. Platt Predicting corporate financial distress: reflections on choice-based sample bias Journal of Economics and Finance 26 2 2002 184-199
    • (2002) Journal of Economics and Finance , vol.26 , Issue.2 , pp. 184-199
    • Platt, H.D.1    Platt, M.B.2
  • 113
    • 33144477309 scopus 로고    scopus 로고
    • Industry-relative ratios revisited: The case of financial distress
    • Paper Presented at the FMA 2004 Meeting New Orleans (USA)
    • Platt, H.D., Platt, M.B., 2004. Industry-relative ratios revisited: The case of financial distress, Paper presented at the FMA 2004 Meeting, New Orleans (USA), pp. 6-9, 2004.
    • (2004) , pp. 6-9
    • Platt, H.D.1    Platt, M.B.2
  • 115
    • 33144483045 scopus 로고    scopus 로고
    • Faillissementspredictie: Een vergelijking tussen lineaire discriminant analyse en neurale netwerken
    • P. Pompe J. Bilderbeek Faillissementspredictie: Een vergelijking tussen lineaire discriminant analyse en neurale netwerken Economisch Sociaal Tijdschrift 2 2000 215-242
    • (2000) Economisch Sociaal Tijdschrift , vol.2 , pp. 215-242
    • Pompe, P.1    Bilderbeek, J.2
  • 118
    • 1542608678 scopus 로고    scopus 로고
    • Earnings manipulation in failing firms
    • R.L. Rosner Earnings manipulation in failing firms Contemporary Accounting Research 20 2 2003 361-408
    • (2003) Contemporary Accounting Research , vol.20 , Issue.2 , pp. 361-408
    • Rosner, R.L.1
  • 119
    • 84974284997 scopus 로고
    • On the financial applications of discriminant analysis: Comment
    • E. Scott On the financial applications of discriminant analysis: Comment Journal of Financial and Quantitative Analysis 1978 201-205
    • (1978) Journal of Financial and Quantitative Analysis , pp. 201-205
    • Scott, E.1
  • 120
    • 0001419333 scopus 로고
    • The probability of bankruptcy: A comparison of empirical predictions and theoretical models
    • J. Scott The probability of bankruptcy: A comparison of empirical predictions and theoretical models Journal of Banking and Finance 5 3 1981 317-344
    • (1981) Journal of Banking and Finance , vol.5 , Issue.3 , pp. 317-344
    • Scott, J.1
  • 121
    • 33144462173 scopus 로고    scopus 로고
    • The relative relevance of cash flow and accrual information for solvency assessments: A multi-method approach
    • September
    • Sharma, D.S., Iselin, E.R., 2003. The relative relevance of cash flow and accrual information for solvency assessments: A multi-method approach. Journal of Business Finance and Accounting 30 (7-8), September, 1115-1140.
    • (2003) Journal of Business Finance and Accounting , vol.30 , Issue.7-8 , pp. 1115-1140
    • Sharma, D.S.1    Iselin, E.R.2
  • 122
    • 0001733783 scopus 로고
    • Strategy and bankruptcy: An exploration into organizational death
    • J.P. Sheppard Strategy and bankruptcy: An exploration into organizational death Journal of Management 20 4 1994 795-833
    • (1994) Journal of Management , vol.20 , Issue.4 , pp. 795-833
    • Sheppard, J.P.1
  • 123
    • 0010182385 scopus 로고    scopus 로고
    • Forecasting bankruptcy more accurately: A simple hazard model
    • Working Paper, University of Michigan Business School USA, July
    • Shumway, T., 1999. Forecasting bankruptcy more accurately: A simple hazard model, Working Paper, University of Michigan Business School, USA, July, pp. 1-31.
    • (1999) , pp. 1-31
    • Shumway, T.1
  • 125
    • 79952408873 scopus 로고
    • Going concern qualifications and bankruptcy prediction
    • Paper Presented at the 18th Annual Congress of the European Accounting Association Birmingham (UK), 10-12 May
    • Steele, A., 1995. Going concern qualifications and bankruptcy prediction, Paper presented at the 18th Annual Congress of the European Accounting Association, Birmingham (UK), 10-12 May, pp. 1-28.
    • (1995) , pp. 1-28
    • Steele, A.1
  • 127
    • 38149148207 scopus 로고
    • Debt-covenant violations and managers' accounting responses
    • A.P. Sweeney Debt-covenant violations and managers' accounting responses Journal of Accounting and Economics 17 3 1994 281-308
    • (1994) Journal of Accounting and Economics , vol.17 , Issue.3 , pp. 281-308
    • Sweeney, A.P.1
  • 128
    • 0000915681 scopus 로고
    • Forecasting company failure in the UK using discriminant analysis and financial ratio data
    • R.J. Taffler Forecasting company failure in the UK using discriminant analysis and financial ratio data Journal of the Royal Statistical Society 145 1982 342-358 (Part 3)
    • (1982) Journal of the Royal Statistical Society , vol.145 , Issue.PART 3 , pp. 342-358
    • Taffler, R.J.1
  • 129
    • 84963217692 scopus 로고
    • The assessment of company solvency and performance using a statistical model
    • R.J. Taffler The assessment of company solvency and performance using a statistical model Accounting and Business Research 15 52 1983 295-307
    • (1983) Accounting and Business Research , vol.15 , Issue.52 , pp. 295-307
    • Taffler, R.J.1
  • 130
    • 0000606001 scopus 로고
    • Empirical models for the monitoring of UK corporations
    • R.J. Taffler Empirical models for the monitoring of UK corporations Journal of Banking and Finance 8 1984 199-227
    • (1984) Journal of Banking and Finance , vol.8 , pp. 199-227
    • Taffler, R.J.1
  • 132
    • 33144484624 scopus 로고    scopus 로고
    • Do statistical failure prediction models work ex ante or only ex post?
    • University of Antwerp (Belgium), February. Paper Read in the Deloitte & Touche Lecture Series on Credit Risk
    • Taffler, R.J., Agarwal, V., 2003. Do statistical failure prediction models work ex ante or only ex post?, Paper read in the Deloitte & Touche Lecture Series on credit risk, University of Antwerp (Belgium), February.
    • (2003)
    • Taffler, R.J.1    Agarwal, V.2
  • 133
    • 0004449777 scopus 로고
    • Financial ratios as a means of forecasting bankruptcy
    • M. Tamari Financial ratios as a means of forecasting bankruptcy Management International Review 4 1966 15-21
    • (1966) Management International Review , vol.4 , pp. 15-21
    • Tamari, M.1
  • 135
    • 21144482064 scopus 로고
    • Predicting shifts in the mean of a multivariate time series process: An application in predicting business failures
    • P. Theodossiou Predicting shifts in the mean of a multivariate time series process: An application in predicting business failures Journal of the American Statistical Association 88 422 1993 441-449
    • (1993) Journal of the American Statistical Association , vol.88 , Issue.422 , pp. 441-449
    • Theodossiou, P.1
  • 136
    • 33144485185 scopus 로고    scopus 로고
    • Neural networks versus logistic regression in financial modelling: A methodological comparison
    • Nagoya University (Japan), August
    • Tucker, J., 1996. Neural networks versus logistic regression in financial modelling: A methodological comparison, Proceedings of the 1996 World First Online Workshop on Soft Computing (WSC1), Nagoya University (Japan), August, pp. 19-30.
    • (1996) Proceedings of the 1996 World First Online Workshop on Soft Computing (WSC1) , pp. 19-30
    • Tucker, J.1
  • 137
    • 33144463080 scopus 로고    scopus 로고
    • Business failure prediction models: What is the theory looking for?
    • Liège (Belgium), May Paper presented at the Second International Conference on Risk and Crisis Management
    • Van Caillie, D., 1999. Business failure prediction models: What is the theory looking for? Paper presented at the Second International Conference on Risk and Crisis Management, Liège (Belgium), May, pp. 1-14.
    • (1999) , pp. 1-14
    • Van Caillie, D.1
  • 138
    • 33144462695 scopus 로고    scopus 로고
    • The follow-up of financial value creation indicators to prevent bankruptcy in Belgian SMEs: An empirical multivariate approach
    • Jonköping (Sweden), June. Paper Presented at the 2001 Babson College Research Conference on Entrepreneurship
    • Van Caillie, D., Arnould, S., 2001. The follow-up of financial value creation indicators to prevent bankruptcy in Belgian SMEs: An empirical multivariate approach, Paper presented at the 2001 Babson College Research Conference on Entrepreneurship, Jonköping (Sweden), June.
    • (2001)
    • Van Caillie, D.1    Arnould, S.2
  • 139
    • 33144454553 scopus 로고    scopus 로고
    • The concept of «economic added result», a new tool to prevent bankruptcy?
    • Paper presented at the European Accounting Association Congress, Copenhagen (Denmark), April
    • Van Caillie, D., Dighaye, A., 2002. The concept of «economic added result», a new tool to prevent bankruptcy? Paper presented at the European Accounting Association Congress, Copenhagen (Denmark), April, pp. 1-30.
    • (2002) , pp. 1-30
    • Van Caillie, D.1    Dighaye, A.2
  • 140
    • 1942506997 scopus 로고
    • Predictability of corporate failure: Models for prediction of corporate failure and for evaluation of corporate debt capacity
    • PhD thesis in Economic Sciences, Martinus Nijhoff Social Science Division, Leiden/Boston, Erasmus University, Rotterdam (The Netherlands)
    • van Frederikslust, R.A.I., 1978. Predictability of corporate failure: models for prediction of corporate failure and for evaluation of corporate debt capacity. PhD thesis in Economic Sciences, Martinus Nijhoff Social Science Division, Leiden/Boston, Erasmus University, Rotterdam (The Netherlands).
    • (1978)
    • van Frederikslust, R.A.I.1
  • 141
    • 33144470354 scopus 로고    scopus 로고
    • La 'trajectoire de faillite' des entreprises: Une analyse chronologique sur base des comptes annuels
    • Working Paper Université Notre-Dame de la Paix (Belgium), Paper number 172 Faculté des Sciences Economiques et Sociales
    • Van Wymeersch, Ch., Wolfs, A. 1996. La 'trajectoire de faillite' des entreprises: Une analyse chronologique sur base des comptes annuels, Working Paper, Faculté des Sciences Economiques et Sociales, Université Notre-Dame de la Paix (Belgium), Paper number 172, pp. 1-32.
    • (1996) , pp. 1-32
    • Van Wymeersch, Ch.1    Wolfs, A.2
  • 142
    • 33144487027 scopus 로고    scopus 로고
    • A note on selecting a response measure for financial distress
    • T.J. Ward B.P. Foster A note on selecting a response measure for financial distress Journal of Business Finance and Accounting 24 6 1997 869-879
    • (1997) Journal of Business Finance and Accounting , vol.24 , Issue.6 , pp. 869-879
    • Ward, T.J.1    Foster, B.P.2
  • 144
    • 0001552124 scopus 로고
    • A simple theory of financial ratios as predictors of failure
    • J. Wilcox A simple theory of financial ratios as predictors of failure Journal of Accounting Research 9 2 1971 389-395
    • (1971) Journal of Accounting Research , vol.9 , Issue.2 , pp. 389-395
    • Wilcox, J.1
  • 146
    • 0001272231 scopus 로고
    • The prediction of corporate failure: The state of the art
    • 1-000mm37
    • C. Zavgren The prediction of corporate failure: The state of the art Journal of Accounting Literature 2 1983 1-000mm37
    • (1983) Journal of Accounting Literature , vol.2
    • Zavgren, C.1
  • 147
    • 84978567741 scopus 로고
    • Assessing the vulnerability to failure of American industrial firms: A logistic analysis
    • C.V. Zavgren Assessing the vulnerability to failure of American industrial firms: A logistic analysis Journal of Business Finance and Accounting 12 1 1985 19-45
    • (1985) Journal of Business Finance and Accounting , vol.12 , Issue.1 , pp. 19-45
    • Zavgren, C.V.1
  • 148
    • 0001953906 scopus 로고
    • Methodological issues related to the estimation of financial distress prediction models
    • Zmijewski, M.E., 1984. Methodological issues related to the estimation of financial distress prediction models. Journal of Accounting Research 22 (Suppl.), 59-86. 59-86.
    • (1984) Journal of Accounting Research , vol.22 , Issue.SUPPL. , pp. 59-86
    • Zmijewski, M.E.1


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