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An Empirical Test of Financial Ratio Analysis for Small Business Failure Prediction

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Cited by:

  1. Tarek Ibrahim Eldomiaty & Mohamed Hashem Rashwan & Mohamed Bahaa El Din & Waleed Tayel, 2016. "Firm, industry and economic determinants of working capital at risk," International Journal of Financial Engineering (IJFE), World Scientific Publishing Co. Pte. Ltd., vol. 3(04), pages 1-29, December.
  2. Edward Altman & Gabriele Sabato, 2005. "Effects of the New Basel Capital Accord on Bank Capital Requirements for SMEs," Journal of Financial Services Research, Springer;Western Finance Association, vol. 28(1), pages 15-42, October.
  3. Kolari, James & Glennon, Dennis & Shin, Hwan & Caputo, Michele, 2002. "Predicting large US commercial bank failures," Journal of Economics and Business, Elsevier, vol. 54(4), pages 361-387.
  4. Situm Mario, 2014. "Inability of Gearing-Ratio as Predictor for Early Warning Systems," Business Systems Research, Sciendo, vol. 5(2), pages 23-45, September.
  5. Philosophov, Leonid V. & Philosophov, Vladimir L., 2002. "Corporate bankruptcy prognosis: An attempt at a combined prediction of the bankruptcy event and time interval of its occurrence," International Review of Financial Analysis, Elsevier, vol. 11(3), pages 375-406.
  6. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
  7. Fabrizio Bava & Massimo Cane & Melchior Gromis di Trana, 2020. "Can a quantitative approach be mitigated? Proposals for the application of the "early warnings" required by the new Italian Insolvency Code," FINANCIAL REPORTING, FrancoAngeli Editore, vol. 2020(2), pages 33-61.
  8. Ben Jabeur, Sami, 2017. "Bankruptcy prediction using Partial Least Squares Logistic Regression," Journal of Retailing and Consumer Services, Elsevier, vol. 36(C), pages 197-202.
  9. Zhou, Fanyin & Fu, Lijun & Li, Zhiyong & Xu, Jiawei, 2022. "The recurrence of financial distress: A survival analysis," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1100-1115.
  10. Simone Narizzano & Marco Orlandi & Antonio Scalia, 2024. "The Bank of Italy’s statistical model for the credit assessment of non-financial firms," Temi di discussione (Economic working papers) 53, Bank of Italy, Economic Research and International Relations Area.
  11. Ha-Thu Nguyen, 2015. "How is credit scoring used to predict default in China?," EconomiX Working Papers 2015-1, University of Paris Nanterre, EconomiX.
  12. Zhu, You & Zhou, Li & Xie, Chi & Wang, Gang-Jin & Nguyen, Truong V., 2019. "Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach," International Journal of Production Economics, Elsevier, vol. 211(C), pages 22-33.
  13. Florin Mihai Magda & Adina Elena Danuletiu, 2015. "Econometric Model Used In Decision-Making Process Of Company Financing," Romanian Economic Business Review, Romanian-American University, vol. 10(3), pages 57-82, September.
  14. Ozge Uygur & Gulser Meric & Ilhan Meric, 2013. "The Financial Characteristics Of U.S. Companies Acquired By Foreign Companies," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 7(1), pages 1-8.
  15. Marco Muscettola, 2016. "Medium Risk Companies: The Probability of Notching-Up," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 8(12), pages 63-76, December.
  16. Altman, Edward J. & Baidya, Tara K. N. & Dias, Luiz Manoel Ribeiro, 1979. "Revisão de problemas financeiros em empresas," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 19(1), January.
  17. Ando, Tomohiro, 2009. "Bayesian inference for the hazard term structure with functional predictors using Bayesian predictive information criteria," Computational Statistics & Data Analysis, Elsevier, vol. 53(6), pages 1925-1939, April.
  18. Mohd Shafarin, Nur Aisyah, 2019. "A Study of Relationship between Liquidity Risk with External and Internal Factors," MPRA Paper 97203, University Library of Munich, Germany, revised 22 Nov 2019.
  19. Theodore Metaxas & Athanasios Romanopoulos, 2023. "A Literature Review on the Financial Determinants of Hotel Default," JRFM, MDPI, vol. 16(7), pages 1-19, July.
  20. Jayasekera, Ranadeva, 2018. "Prediction of company failure: Past, present and promising directions for the future," International Review of Financial Analysis, Elsevier, vol. 55(C), pages 196-208.
  21. MERIC Gulser & WELSH Carol & SCARPA Robert & MERIC Ilhan, 2017. "A Comparison Of The Financial Characteristics Of European And Asian Manufacturing Firms," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 12(3), pages 112-125, December.
  22. Lin, Hsiou-Wei William & Lo, Huai-Chun & Wu, Ruei-Shian, 2016. "Modeling default prediction with earnings management," Pacific-Basin Finance Journal, Elsevier, vol. 40(PB), pages 306-322.
  23. Fernando Zambrano Farias & María del Carmen Valls Martínez & Pedro Antonio Martín-Cervantes, 2021. "Explanatory Factors of Business Failure: Literature Review and Global Trends," Sustainability, MDPI, vol. 13(18), pages 1-26, September.
  24. Dimitras, A. I. & Zanakis, S. H. & Zopounidis, C., 1996. "A survey of business failures with an emphasis on prediction methods and industrial applications," European Journal of Operational Research, Elsevier, vol. 90(3), pages 487-513, May.
  25. Kaya, Orcun, 2022. "Determinants and consequences of SME insolvency risk during the pandemic," Economic Modelling, Elsevier, vol. 115(C).
  26. Antonio Blanco-Oliver & Ana Irimia-Dieguez & María Oliver-Alfonso & Nicholas Wilson, 2015. "Systemic Sovereign Risk and Asset Prices: Evidence from the CDS Market, Stressed European Economies and Nonlinear Causality Tests," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 65(2), pages 144-166, April.
  27. Mahfuzur Rahman & Cheong Li Sa & Md. Abdul Kaium Masud, 2021. "Predicting Firms’ Financial Distress: An Empirical Analysis Using the F-Score Model," JRFM, MDPI, vol. 14(5), pages 1-16, May.
  28. Rassoul Yazdipour & Richard Constand, 2010. "Predicting Firm Failure: A Behavioral Finance Perspective," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 14(3), pages 90-104, Fall.
  29. Daniel Folkinshteyn & Ozge Uygur & Gulser Meric, 2014. "A Comparison of the Financial Characteristics of U.S. and German Manufacturing Firms," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 8(5), pages 9-22.
  30. Senol Emir & Hasan Dincer & Umit Hacioglu & Serhat Yuksel, 2015. "Comparative Study of Outlier Detection Algorithms via Fundamental Analysis Variables:An Application on Firms Listed in Borsa Istanbul," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 4(4), pages 45-60, October.
  31. P. Du Jardin & E. Séverin, 2011. "Predicting Corporate Bankruptcy Using Self-Organising map: An empirical study to Improve the Forecasting horizon of financial failure model," Post-Print hal-00801878, HAL.
  32. Binti Mohd Shafarin, Nur Aisyah, 2019. "A study of relationship between performance with internal and external factors," MPRA Paper 97360, University Library of Munich, Germany, revised 22 Nov 2019.
  33. Francesco Ciampi & Alessandro Giannozzi & Giacomo Marzi & Edward I. Altman, 2021. "Rethinking SME default prediction: a systematic literature review and future perspectives," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(3), pages 2141-2188, March.
  34. Cathcart, Lara & Dufour, Alfonso & Rossi, Ludovico & Varotto, Simone, 2020. "The differential impact of leverage on the default risk of small and large firms," Journal of Corporate Finance, Elsevier, vol. 60(C).
  35. Zhang, Guoqiang & Y. Hu, Michael & Eddy Patuwo, B. & C. Indro, Daniel, 1999. "Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis," European Journal of Operational Research, Elsevier, vol. 116(1), pages 16-32, July.
  36. Veres Ferrer, Ernesto Jesús & Labatut Serer, Gregorio & Pozuelo Campillo, Jose, 2009. "Hacia una ordenación de las pequeñas empresas atendiendo a su posible situación de fracaso/Towards a Ranking of Smaller Companies According to Their Failure Risk," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 27, pages 775(18á)-77, Diciembre.
  37. Natalia Nehrebecka, 2017. "Probability-of-default curve calibration and validation of internal rating systems," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistical implications of the new financial landscape, volume 43, Bank for International Settlements.
  38. Canto, José Augusto & Silva, Amélia Cristina Ferreira & Leite, Gabriela & Machado-Santos, Carlos, 2019. "Insolvency prediction for Portuguese agro-industrial SME: Tree Bagging Methodology," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 0(Issue 2).
  39. Andrea Bedin & Monica Billio & Michele Costola & Loriana Pelizzon, 2019. "Credit Scoring in SME Asset-Backed Securities: An Italian Case Study," JRFM, MDPI, vol. 12(2), pages 1-28, May.
  40. Balcaen, Sofie & Ooghe, Hubert, 2006. "35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems," The British Accounting Review, Elsevier, vol. 38(1), pages 63-93.
  41. Nicoleta BARBUTA-MISU, 2011. "A Specific Model for Assessing the Financial Performance:Case study on Building Sector Enterprises of Galati County - Romania," Risk in Contemporary Economy, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, pages 318-325.
  42. Francesco Dainelli & Francesco Giunta & Fabrizio Cipollini, 2013. "Determinants of SME credit worthiness under Basel rules: the value of credit history information," PSL Quarterly Review, Economia civile, vol. 66(264), pages 21-47.
  43. Ha Thu Nguyen, 2015. "How is credit scoring used to predict default in China?," Working Papers hal-04133309, HAL.
  44. Kumaresan, Renuga, 2019. "The Effects of Macroeconomics Factors towards the Starbucks Corporation," MPRA Paper 97243, University Library of Munich, Germany, revised 15 Nov 2019.
  45. Marui Du & Yue Ma & Zuoquan Zhang, 2021. "A Meta Path Based Evaluation Method for Enterprise Credit Risk," Papers 2110.11594, arXiv.org, revised May 2022.
  46. Sebastian Klaudiusz Tomczak & Edward Radosiński, 2017. "The effectiveness of discriminant models based on the example of the manufacturing sector," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 27(3), pages 81-97.
  47. Andrea Majdáková & Blanka Giertliová & Iveta Hajdúchová, 2020. "Prediction by financial and economic analysis in the conditions of forest enterprises," Journal of Forest Science, Czech Academy of Agricultural Sciences, vol. 66(1), pages 1-8.
  48. Muhammad Shahzad Ijaz & Ahmed Imran Hunjra & Rauf I Azam, 2017. "Forewarning Bankruptcy: An Indigenous Model for Pakistan," Business & Economic Review, Institute of Management Sciences, Peshawar, Pakistan, vol. 9(4), pages 259-286, December.
  49. Becchetti, Leonardo & Castelli, Annalisa & Hasan, Iftekhar, 2008. "Investment-cash flow sensitivities, credit rationing and financing constraints," Research Discussion Papers 15/2008, Bank of Finland.
  50. García-Gallego, Ana & Mures-Quintana, María-Jesús, 2013. "La muestra de empresas en los modelos de predicción del fracaso: influencia en los resultados de clasificación || The Sample of Firms in Business Failure Prediction Models: Influence on Classification," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 15(1), pages 133-150, June.
  51. fernández, María t. Tascón & gutiérrez, Francisco J. Castaño, 2012. "Variables y Modelos Para La Identificación y Predicción Del Fracaso Empresarial: Revisión de La Investigación Empírica Reciente," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 15(1), pages 7-58.
  52. Ilhan Meric & Christine Lentz & Sherry F. Li & Gulser Meric, 2014. "A Comparison Of The Financial Characteristics Of Hong Kong And Singapore Manufacturing Firms," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 8(3), pages 31-37.
  53. Bastien Lextrait, 2021. "Scaling up SME's credit scoring scope with LightGBM," EconomiX Working Papers 2021-25, University of Paris Nanterre, EconomiX.
  54. Gulser MERIC & Stephanie WEIDMAN & Carol WELSH & Ilhan MERIC, 2017. "A Comparison of the Financial Management Characteristics of UK vs. EU Manufacturing Firms," REVISTA DE MANAGEMENT COMPARAT INTERNATIONAL/REVIEW OF INTERNATIONAL COMPARATIVE MANAGEMENT, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 18(2), pages 138-147, May.
  55. Alberto Tron & Maurizio Dallocchio & Salvatore Ferri & Federico Colantoni, 2023. "Corporate governance and financial distress: lessons learned from an unconventional approach," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(2), pages 425-456, June.
  56. Nicoleta Barbuta-Misu, 2012. "Aggregated Index for Modelling the Influence of Financial Variables on Enterprise Performance," EuroEconomica, Danubius University of Galati, issue 2(31), pages 155-165, May.
  57. Gintare Giriūniene & Lukas Giriūnas & Mangirdas Morkunas & Laura Brucaite, 2019. "A Comparison on Leading Methodologies for Bankruptcy Prediction: The Case of the Construction Sector in Lithuania," Economies, MDPI, vol. 7(3), pages 1-20, August.
  58. MERIC Gulser & BENTLEY T. Jerome & McCALL W.Charles & MERIC Ilhan, 2016. "A Comparison Of The Financial Characteristics Of U.S. And European Manufacturing Firms," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 11(2), pages 58-67, August.
  59. Chen, An-Sing & Chu, Hsiang-Hui & Hung, Pi-Hsia & Cheng, Miao-Sih, 2020. "Financial risk and acquirers' stockholder wealth in mergers and acquisitions," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
  60. Tarek Ibrahim Eldomiaty & Mohamed Hashem Rashwan, 2013. "The use of financial data to monitor competing models of firm growth," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 6(1), pages 69-86.
  61. Rodríguez Fuentes, Christian C. & Maté Sánchez-Val, Mariluz & López Hernández, Fernando A., 2016. "La proximidad geográfica en el contagio del fracaso empresarial en la pyme: Una aplicación empírica con el modelo probit espacia/The Geographic Proximity in the Spillover Effects of Business Failure i," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 34, pages 619-638, Agosto.
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