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The Limitations of Bankruptcy Prediction Models: Some Cautions for the Researcher

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  1. Bahiraie , Alireza & Arshadi , Ali, 2012. "Bankruptcy Prediction: Dynamic Geometric Genetic Programming (DGGP) Approach," Journal of Money and Economy, Monetary and Banking Research Institute, Central Bank of the Islamic Republic of Iran, vol. 6(4), pages 101-132, July.
  2. Dariusz Wędzki, 2005. "Multivariate analysis of bankruptcy on the example of building industry," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 15(2), pages 59-81.
  3. Samir Trabelsi & Roc He & Lawrence He & Martin Kusy, 2015. "A comparison of Bayesian, Hazard, and Mixed Logit model of bankruptcy prediction," Computational Management Science, Springer, vol. 12(1), pages 81-97, January.
  4. Almamy, Jeehan & Aston, John & Ngwa, Leonard N., 2016. "An evaluation of Altman's Z-score using cash flow ratio to predict corporate failure amid the recent financial crisis: Evidence from the UK," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 278-285.
  5. Manzaneque, Montserrat & Merino, Elena & Priego, Alba María, 2016. "The role of institutional shareholders as owners and directors and the financial distress likelihood. Evidence from a concentrated ownership context," European Management Journal, Elsevier, vol. 34(4), pages 439-451.
  6. Yang Huo & Leo H. Chan & Doug Miller, 2024. "Bankruptcy Prediction for Restaurant Firms: A Comparative Analysis of Multiple Discriminant Analysis and Logistic Regression," JRFM, MDPI, vol. 17(9), pages 1-15, September.
  7. Maria H. Kim & Graham Partington, 2015. "Dynamic forecasts of financial distress of Australian firms," Australian Journal of Management, Australian School of Business, vol. 40(1), pages 135-160, February.
  8. Konstantaras, Konstantinos & Siriopoulos, Costas, 2011. "Estimating financial distress with a dynamic model: Evidence from family owned enterprises in a small open economy," Journal of Multinational Financial Management, Elsevier, vol. 21(4), pages 239-255, October.
  9. Bolek Monika & Gniadkowska-Szymańska Agata, 2019. "Financial Liquidity as a Factor Determining the Economic Condition of Companies on the Capital Market in Relation to Bankruptcy Law in Poland," Financial Internet Quarterly (formerly e-Finanse), Sciendo, vol. 15(1), pages 1-9, March.
  10. Jonathan Stanley & F. Todd De Zoort & Gary Taylor, 2009. "The association between insider trading surrounding going concern audit opinions and future bankruptcy," Managerial Auditing Journal, Emerald Group Publishing, vol. 24(3), pages 290-312, March.
  11. Oz, Ibrahim Onur & Simga-Mugan, Can, 2018. "Bankruptcy prediction models' generalizability: Evidence from emerging market economies," Advances in accounting, Elsevier, vol. 41(C), pages 114-125.
  12. Catherine Refait, 2004. "La prévision de la faillite fondée sur l’analyse financière de l’entreprise : un état des lieux," Économie et Prévision, Programme National Persée, vol. 162(1), pages 129-147.
  13. Mauro Paoloni & Massimiliano Celli, 2018. "Crisi delle PMI e strumenti di warning. Un test di verifica nel settore manifatturiero," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(2), pages 85-106.
  14. Cochran, James J. & Darrat, Ali F. & Elkhal, Khaled, 2006. "On the bankruptcy of internet companies: An empirical inquiry," Journal of Business Research, Elsevier, vol. 59(10-11), pages 1193-1200, October.
  15. Soo Young Kim, 2018. "Predicting hospitality financial distress with ensemble models: the case of US hotels, restaurants, and amusement and recreation," Service Business, Springer;Pan-Pacific Business Association, vol. 12(3), pages 483-503, September.
  16. Nijskens, Rob & Mokas, Dimitris, 2019. "Credit Risk in Commercial Real Estate Bank Loans : The Role of Idiosyncratic versus Macro-Economic Factors," Other publications TiSEM ea4f2f0e-dc50-4987-91d3-6, Tilburg University, School of Economics and Management.
  17. Vladan Pavlovic & Goranka Knezevic & Antonio Andre Cunha Callado, 2022. "Is the Corporate Solvency Conundrum Primarily a Balkan Issue or a Broader European Continental Misunderstanding?," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 1, pages 72-93.
  18. Evangelos C. Charalambakis & Ian Garrett, 2016. "On the prediction of financial distress in developed and emerging markets: Does the choice of accounting and market information matter? A comparison of UK and Indian Firms," Review of Quantitative Finance and Accounting, Springer, vol. 47(1), pages 1-28, July.
  19. Bhanu Pratap Singh & Alok Kumar Mishra, 2016. "Re-estimation and comparisons of alternative accounting based bankruptcy prediction models for Indian companies," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-28, December.
  20. Ruey-Ching Hwang & K. F. Cheng & Jack C. Lee, 2007. "A semiparametric method for predicting bankruptcy," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 26(5), pages 317-342.
  21. Katarina Valaskova & Dominika Gajdosikova & Jaroslav Belas, 2023. "Bankruptcy prediction in the post-pandemic period: A case study of Visegrad Group countries," Oeconomia Copernicana, Institute of Economic Research, vol. 14(1), pages 253-293, March.
  22. Kim, Soo Y. & Upneja, Arun, 2014. "Predicting restaurant financial distress using decision tree and AdaBoosted decision tree models," Economic Modelling, Elsevier, vol. 36(C), pages 354-362.
  23. Wikil Kwak & Yong Shi & Gang Kou, 2012. "Bankruptcy prediction for Korean firms after the 1997 financial crisis: using a multiple criteria linear programming data mining approach," Review of Quantitative Finance and Accounting, Springer, vol. 38(4), pages 441-453, May.
  24. C. Cheng & Dana Hollie, 2008. "Do core and non-core cash flows from operations persist differentially in predicting future cash flows?," Review of Quantitative Finance and Accounting, Springer, vol. 31(1), pages 29-53, July.
  25. Leila Bateni & Farshid Asghari, 2020. "Bankruptcy Prediction Using Logit and Genetic Algorithm Models: A Comparative Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 55(1), pages 335-348, January.
  26. Abhimanyu Sahoo & Seshadev Sahoo, 2020. "What Drives Derivatives: An Indian Perspective," JRFM, MDPI, vol. 13(6), pages 1-19, June.
  27. International Association of Deposit Insurers, 2011. "Evaluation of Deposit Insurance Fund Sufficiency on the Basis of Risk Analysis," IADI Research Papers 11-11, International Association of Deposit Insurers.
  28. Piñeiro Sánchez Carlos & Llano Monelos Pablo De & Rodríguez López Manuel, 2013. "A parsimonious model to forecast financial distress, based on audit evidence," Contaduría y Administración, Accounting and Management, vol. 58(4), pages 151-173, octubre-d.
  29. Caro, Norma Patricia, 2016. "Predicción de fracaso empresarial en empresas de Argentina, Chile y Perú a través de indicadores contables," Revista de Dirección y Administración de Empresas, Universidad del País Vasco - Escuela Universitaria de Estudios Empresariales de San Sebastián.
  30. Ángel Beade & Manuel Rodríguez & José Santos, 2024. "Business failure prediction models with high and stable predictive power over time using genetic programming," Operational Research, Springer, vol. 24(3), pages 1-41, September.
  31. Frank Ranganai Matenda & Mabutho Sibanda & Eriyoti Chikodza & Victor Gumbo, 2022. "Bankruptcy prediction for private firms in developing economies: a scoping review and guidance for future research," Management Review Quarterly, Springer, vol. 72(4), pages 927-966, December.
  32. Bravo-Urquiza, Francisco & Moreno-Ureba, Elena, 2021. "Does compliance with corporate governance codes help to mitigate financial distress?," Research in International Business and Finance, Elsevier, vol. 55(C).
  33. Pindado, Julio & Rodrigues, Luis & de la Torre, Chabela, 2008. "Estimating financial distress likelihood," Journal of Business Research, Elsevier, vol. 61(9), pages 995-1003, September.
  34. John Nkwoma Inekwe, 2016. "Financial Distress, Employees’ Welfare and Entrepreneurship Among SMEs," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(3), pages 1135-1153, December.
  35. Catherine Refait-Alexandre, 2004. "A Review of Business Failure Prediction Based on Financial Analysis of the Firm [La prévision de la faillite fondée sur l'analyse financière de l'entreprise : un état des lieux]," Post-Print hal-01391654, HAL.
  36. Maurice Peat, 2001. "Bankruptcy Probability: A Theoretical and Empirical Examination," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 20, July-Dece.
  37. Hamid Waqas & Rohani Md-Rus, 2018. "Predicting financial distress: Applicability of O-score model for Pakistani firms," Business and Economic Horizons (BEH), Prague Development Center, vol. 14(2), pages 389-401, April.
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