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An evaluation of Altman's Z-score using cash flow ratio to predict corporate failure amid the recent financial crisis: Evidence from the UK

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  1. Fawad Ahmad, 2025. "The Relationship Between Intellectual Capital, Financial Stability, Firm Performance, Market Value, and Bankruptcy Risk: Empirical Evidence from Pakistan," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 1347-1395, March.
  2. Kumar, Satish & Chaturvedula, Chakrapani & Rastogi, Nikhil, 2025. "From distress to flexibility: A quasi-natural evidence from creditors’ rights reform," Finance Research Letters, Elsevier, vol. 86(PD).
  3. Elsayed, Mohamed & Elshandidy, Tamer, 2020. "Do narrative-related disclosures predict corporate failure? Evidence from UK non-financial publicly quoted firms," International Review of Financial Analysis, Elsevier, vol. 71(C).
  4. Annalisa Baldissera, 2022. "The Negotiated Settlement of the Crisis and the Cash Flows of Large Unlisted Italian Companies," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 75-91.
  5. Palea, Vera & Drogo, Federico, 2020. "Carbon Emissions and the Cost of Debt Financing: What Role for Policy Commitment, Firm Disclosure and Corporate Governance?," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202002, University of Turin.
  6. Attah-Boakye, Rexford & Adams, Kweku & Hernandez-Perdomo, Elvis & Yu, Honglan & Johansson, Jeaneth, 2023. "Resource re-orchestration and firm survival in crisis periods: The role of business models of technology MNEs during COVID-19," Technovation, Elsevier, vol. 125(C).
  7. Zhao, Shuping & Xu, Kai & Wang, Zhao & Liang, Changyong & Lu, Wenxing & Chen, Bo, 2022. "Financial distress prediction by combining sentiment tone features," Economic Modelling, Elsevier, vol. 106(C).
  8. Asyrofa Rahmi & Chia‐chi Lu & Deron Liang & Ayu Nur Fadilah, 2024. "Splitting long‐term and short‐term financial ratios for improved financial distress prediction: Evidence from Taiwanese public companies," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 43(7), pages 2886-2903, November.
  9. Aleksandra Szymura, 2022. "Risk Assessment of Polish Joint Stock Companies: Prediction of Penalties or Compensation Payments," Risks, MDPI, vol. 10(5), pages 1-22, May.
  10. Sean Cleary & Ashrafee Hossain, 2020. "POSTCRISIS M&As AND THE IMPACT OF FINANCIAL CONSTRAINTS," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 43(2), pages 407-454, May.
  11. Zhou, Mengling & Li, Kexin & Chen, Zhongfei, 2021. "Corporate governance quality and financial leverage: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 73(C).
  12. Apostolos G. Christopoulos & Ioannis G. Dokas & Iraklis Kollias & John Leventides, 2019. "An implementation of Soft Set Theory in the Variables Selection Process for Corporate Failure Prediction Models. Evidence from NASDAQ Listed Firms," Bulletin of Applied Economics, Risk Market Journals, vol. 6(1), pages 1-20.
  13. Simone Poli & Marco Gatti, 2024. "The relevance of cash flow information in predicting corporate bankruptcy in Italian private companies," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2024(1), pages 179-202.
  14. Ken Li, 2024. "Liquidity ratios and corporate failures," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(1), pages 1111-1134, March.
  15. Chen, I-Ling & Chang, Chia-Chien, 2025. "Short- and long-term effects of ESG pillars on credit risk," The Quarterly Review of Economics and Finance, Elsevier, vol. 104(C).
  16. Shubham Singhania & Subir Verma & Shallu Batra & Shubhangi Verma & Varda Sardana, 2025. "Shield or Sink? Examining How Corporate Governance Influences Bankruptcy in India," Indian Journal of Corporate Governance, , vol. 18(2), pages 197-220, December.
  17. Jan Hanousek, Jr. & Mark J. Flannery & Stephen P. Ferris & Jan Hanousek & Svatopluk Kapounek, 2025. "The “Cinderella†effect in business groups: Choosing Which Subsidiary is the Princess," MENDELU Working Papers in Business and Economics 2025-102, Mendel University in Brno, Faculty of Business and Economics.
  18. 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.
  19. Yu He & Lei Xu & Minhua Yang, 2021. "The impact of tunnelling on financial distress and resolution: Evidence from listed firms in China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 1773-1792, April.
  20. Lartey, Theophilus & Uddin, Moshfique & Danso, Albert & Wood, Geoffrey, 2022. "CEO overconfidence and IRS attention," Journal of Financial Stability, Elsevier, vol. 61(C).
  21. Hui Li & Ting Sun & Jinquan Zhang, 2024. "Prediction of corporate financial distress based on corporate social responsibility: New evidence from DANP, VWP and MEOWA weights methodologies," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(5), pages 4537-4565, December.
  22. Fuentes González, Fabián & Webb, Janette & Sharmina, Maria & Hannon, Matthew & Braunholtz-Speight, Timothy & Pappas, Dimitrios, 2022. "Local energy businesses in the United Kingdom: Clusters and localism determinants based on financial ratios," Energy, Elsevier, vol. 239(PB).
  23. Hanousek, Jan & Flannery, Mark J. & Ferris, Stephen P. & Hanousek, Jan & Kapounek, Svatopluk, 2025. "The “Cinderella” effect in business groups: Choosing which subsidiary is the princess," International Review of Financial Analysis, Elsevier, vol. 107(C).
  24. Mohamed Marie & Hany Kamel & Israa Elbendary, 2021. "How does internal governance affect banks’ financial stability? Empirical evidence from Egypt," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 18(3), pages 240-255, September.
  25. Ao, Zhiming & Ji, Xinru, 2025. "Strategic cooperation in fintech field and efficiency of commercial banks," The North American Journal of Economics and Finance, Elsevier, vol. 76(C).
  26. Pham, Tho & Talavera, Oleksandr & Wood, Geoffrey & Yin, Shuxing, 2022. "Quality of working environment and corporate financial distress," Finance Research Letters, Elsevier, vol. 46(PB).
  27. Ruozhou Wang & Shiheng Gu & Yinong Shi & Yihong Dong & Ling Tian, 2026. "A Bankruptcy Prediction Model Based on Risk Feature Fusion and a Multihead Residual Self-Attention Mechanism," Computational Economics, Springer;Society for Computational Economics, vol. 67(4), pages 2515-2553, April.
  28. Vera Palea & Federico Drogo, 2020. "Carbon emissions and the cost of debt in the eurozone: The role of public policies, climate‐related disclosure and corporate governance," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 2953-2972, December.
  29. Çiğdem Özari & Esin Nesrin Can & Özge Demirkale, 2025. "Financial Fraud Detection with Altman Z-Score and Beneish M-Score via Random Forest: Verified by Borsa Istanbul Fines (2018–2022)," SAGE Open, , vol. 15(4), pages 21582440251, October.
  30. Sathyamoorthi C.R. & Mogotsinyana Mapharing & Popo Selinkie, 2018. "Analytical Procedures Phase of PCAOB Audits: A Note of Caution in Selecting the Forecasting Model," Applied Finance and Accounting, Redfame publishing, vol. 4(1), pages 82-94, February.
  31. 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.
  32. Yehuda Pivin & Yossi Yagil, 2024. "The relationship between institutional investors’ holding in public firms and the level of corporate solvency," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 28(4), pages 1237-1256, December.
  33. Kanitsorn Terdpaopong & Robert C. Rickards & Penprapak Manapreechadeelert, 2020. "The 2011 floods’ impact on the Thai industrial estates’ financial stability: a ratio analysis with policy recommendations," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(3), pages 1991-2014, March.
  34. Nawaf Almaskati & Ron Bird & Yue Lu & Danny Leung, 2019. "The Role of Corporate Governance and Estimation Methods in Predicting Bankruptcy," Working Papers in Economics 19/16, University of Waikato.
  35. Sumaira Ashraf & Elisabete G. S. Félix & Zélia Serrasqueiro, 2022. "Does board committee independence affect financial distress likelihood? A comparison of China with the UK," Asia Pacific Journal of Management, Springer, vol. 39(2), pages 723-761, June.
  36. 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.
  37. Emil Exenberger & Michaela Kav?áková, 2020. "Evaluation of financial health of companies through data envelopment analysis: Selection of variables for the DEA model in R," Proceedings of Economics and Finance Conferences 10913067, International Institute of Social and Economic Sciences.
  38. Sumaira Ashraf & Elisabete G. S. Félix & Zélia Serrasqueiro, 2019. "Do Traditional Financial Distress Prediction Models Predict the Early Warning Signs of Financial Distress?," JRFM, MDPI, vol. 12(2), pages 1-17, April.
  39. Bertrand, Jean-Louis & Parnaudeau, Miia, 2019. "Understanding the economic effects of abnormal weather to mitigate the risk of business failures," Journal of Business Research, Elsevier, vol. 98(C), pages 391-402.
  40. Alexandra Horobet & Stefania Cristina Curea & Alexandra Smedoiu Popoviciu & Cosmin-Alin Botoroga & Lucian Belascu & Dan Gabriel Dumitrescu, 2021. "Solvency Risk and Corporate Performance: A Case Study on European Retailers," JRFM, MDPI, vol. 14(11), pages 1-34, November.
  41. Ahsan Akbar & Minhas Akbar & Wenjin Tang & Muhammad Azeem Qureshi, 2019. "Is Bankruptcy Risk Tied to Corporate Life-Cycle? Evidence from Pakistan," Sustainability, MDPI, vol. 11(3), pages 1-22, January.
  42. Yikai Zhao & Jun Nagayasu & Xinyi Geng, 2024. "Measuring Climate Policy Uncertainty with LLMs: New Insights into Corporate Bond Credit Spreads," DSSR Discussion Papers 143, Graduate School of Economics and Management, Tohoku University.
  43. Elnahas, Ahmed M. & Hassan, M. Kabir & Ismail, Ghada M., 2017. "Religion and ratio analysis: Towards an Islamic corporate liquidity measure," Emerging Markets Review, Elsevier, vol. 30(C), pages 42-65.
  44. Li Li, 2020. "The Analysis of Repayment of Default Bonds: Evidence from China," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 10(2), pages 1-5.
  45. Minhas Akbar & Ahsan Akbar & Petra Maresova & Minghui Yang & Hafiz Muhammad Arshad, 2020. "Unraveling the Bankruptcy Risk‒Return Paradox across the Corporate Life Cycle," Sustainability, MDPI, vol. 12(9), pages 1-19, April.
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  47. Dawen Yan & Guotai Chi & Kin Keung Lai, 2020. "Financial Distress Prediction and Feature Selection in Multiple Periods by Lassoing Unconstrained Distributed Lag Non-linear Models," Mathematics, MDPI, vol. 8(8), pages 1-27, August.
  48. Zhang, Dongyang, 2023. "Subsidy expiration and greenwashing decision: Is there a role of bankruptcy risk?," Energy Economics, Elsevier, vol. 118(C).
  49. Xinke Du & Jinfei Cao & Xiyuan Jiang & Jianyu Duan & Zhen Tian & Xiong Wang, 2025. "Enterprise Bankruptcy Prediction Model Based on Heterogeneous Graph Neural Network for Fusing External Features and Internal Attributes," Mathematics, MDPI, vol. 13(17), pages 1-31, August.
  50. Ashraf, Sumaira & Félix, Elisabete G.S. & Serrasqueiro, Zélia, 2020. "Development and testing of an augmented distress prediction model: A comparative study on a developed and an emerging market," Journal of Multinational Financial Management, Elsevier, vol. 57.
  51. George Giannopoulos & Sophia Ali Sardar & Rebecca Salti & Nicos Sykianakis, 2022. "Analyzing Insolvency Prediction Models in the Period Before and After the Financial Crisis: A Case Study on the Example of US Firms," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 12(3), pages 23-45.
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