An Integrated Model to Predict Corporate Failure of Listed Companies in Sri Lanka

Nisansala Wijekoon, A. Abdul Azeez

Abstract


The primary objective of this study is to develop an integrated model to predict corporate failure of listed companies in Sri Lanka. The logistic regression analysis was employed to a data set of 70 matched-pairs of failed and non-failed companies listed in the Colombo Stock Exchange (CSE) in Sri Lanka over the period 2002 to 2010. A total of fifteen financial ratios and eight corporate governance variables were used as predictor variables of corporate failure. Analysis of the statistical testing results indicated that model consists with both corporate governance variables and financial ratios improved the prediction accuracy to reach 88.57 per cent one year prior to failure. Furthermore, predictive accuracy of this model in all three years prior to failure is above 80 per cent. Hence model is robust in obtaining accurate results for up to three years prior to failure. It was further found that two financial ratios, working capital to total assets and cash flow from operating activities to total assets, and two corporate governance variables, outside director ratio and company audit committee are having more explanatory power to predict corporate failure. Therefore, model developed in this study can assist investors, managers, shareholders, financial institutions, auditors and regulatory agents in Sri Lanka to forecast corporate failure of listed companies.


Keywords


Corporate failure prediction, corporate governance, financial ratios, logistic regression, Sri Lanka.

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References


Abou EI Sood, H. (2008). The usefulness of accounting Information, economic variables, and corporate governance measures to predict failure. Journal of Applied Business Research, 24(4).

Altman, E. I. (1968). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. The Journal of Finance, 23(4), 589-609.

Altman E.I., Halderman, R., & Narayana, P. (1977). Zeta analysis. Journal of Banking and Finance, 29-54.

Altman, E.I., Hartzell, E.J., & Peck, M. (1995). Emerging market corporate bonds: A scoring system. New York: Saloman Brothers Inc.

Altman, E.I., & McGough, T. (1974). Evaluation of a company as a going concern. Journal of Accounting, Auditing and Finance, 6(4), 4-19.

Aziz, A., Emanuel, D., & Lawson, G. (1988). Bankruptcy prediction: an investigation of cash flow based models, Journal of Management Studies, 25, 35-51.

Aziz, A., & Lawson, G. H. (1989). Cash flow reporting and financial distress models: Testing of hypotheses. Journal of Financial Management, 55-63

Beaver, W. H. (1966). Financial ratios as predictors of failure. Journal of Accounting Research, 71-111

Beaver, W.H. (1968). Alternative accounting measures as predictors of failure. The Accounting Review, 43(1), 113-122.

Becht, M., Bolton, P., & Roell, A.A. (2002). Corporate governance and control, Finance Working Paper No. 02/2002, European Corporate Governance Institute (ECGI).

Blum, M. (1974). Failing company discriminant analysis. Journal of Accounting Research, 12(1), 1-25.

Casey, C., &Bartczak, N. (1985). Using operating cash flow data to predict financial distress: Some extensions. Journal of Accounting Research, 23, 384-401.

Chaganti, R. S., Mahajan, V., & Sharma, S. (1985). Corporate board size, composition and corporate failures in retailing industries. Journal of Management Studies, 22, 400-417.

Charitou, A., Neophytou, E., &Charalambous, C. (2004). Predicting corporate failure: Empirical evidence for the UK. European Accounting Review, 13, 465-497.

Daily, C.M., & Dalton, D.R. (1994). Corporate governance and the bankrupt firm: An empirical assessment. Strategic Management Journal, 15(8), 643-654.

Deakin, E.B. (1972). A discriminant analysis of predictors of failure. Journal Accounting of Research, 167-179

DeFond, M. L., & Jiambalvo, J. (1991). Incidence and circumstances of accounting errors. Accounting Review, 66, 643–655.

Earl, M., & Marais, D. (1982). Predicting corporate faillure in the U.K. using Discriminant Analysis. Accounting and Business Research.

Edminster, R.O. (1972). An empirical Test of financial ratio analysis for small business failure prediction. Journal of Finance and Qualitative analysis, 7(2), 1477-1493.

Eisenbeis, R.A. (1977). Pitfalls in the application of discriminant analysis in business, finance and economics. Journal of Finance, 32(3), 875-900.

Fama, E. F., & Jensen, M. N. (1983). Separation of ownership and control. Journal of Law and Economics, 26, 301-325.

Flagg, J.C., Giroux, G.A., & Wiggins, C.E. (1993). Predicting corporate bankruptcy using failing Firms. Review of financial Economics, 1(1), 67-79.

Gentry, J. A., Newbold, P., & Whitford, D. T. (1985). Classifying bankrupt firms with funds flow components. Journal of Accounting Research, 23, 146-159.

Gentry, J. A., Newbold, P., & Whitford, D. T. (1987). Funds flow components, financial ratios, and bankruptcy. Journal of Business Finance and Accounting, 14, 595-606.

Gilbert, L. R., Menon, K., & Schwartz, K. B. (1990). Predicting bankruptcy for firms in financial distress. Journal of Business Finance and Accounting, 17, 161-171.

Gombola, M. J., &Ketz, J. E. (1983). A note on cash flow and classification patterns of financial ratios. The Accounting Review, 58, 105-114.

Gombola, M. J., Haskins, M. E., Ketz, J. E., & Williams, D. D. (1987). Cash flow in bankruptcy prediction, Journal ofFinancial Management, 55-65.

Hopwood, W., Mckeown, J., &Mutchler, J. (1988). The sensitivity of financial distress prediction models to departures from normality. Contemporary Accounting Research, 5 (1), 284-298.

Jensen, M. C. (1993). The modern industrial revolution, exit, and the failure of internal control systems. The Journal of Finance, 48, 831-880.

Johnson, C. G. (1970). Ratio analysis and the prediction of firm failure. The Journal of Finance, 1166-1168.

Kinney, W.R., & Martin, R.D. (1994). Does auditing reduce the bias in financial reporting? A review of audit-related adjustment studies. Auditing: A Journal of Practice & Theory, 13(1), 149-156.

Lee, T., &Yeh, Y. (2004). Corporate governance and financial distress: Evidence from Taiwan. Corporate Governance: The International Review.

Lee, T., Yeh, Y., & Liu R. (2003). Can Corporate Governance Variables Enhance the Prediction Power of Accounting-Based Financial Distress Prediction Models? Working Paper No.2003-14, Institute of Economic Research, Hitotsubashi University.

Lipton, M., & Lorsch, J.W. (1992). A modest proposal for improved corporate governance. Business Lawyer, 48(1), 59-77.

Lussier, R.N. (1995). A non-financial business success versus failure prediction model for young firms. Journal of Small Business Management, 33(1), 8-20.

Menon, K., & Schwartz, K. (1986). The auditor’s report for companies facing bankruptcy. The Journal of Commercial Bank Lending, 42-52.

Micha, B. (1984). Analysis of business failures in France. Journal of Banking and Finance, 8, 281- 291.

Ohlson, J. A. (1980). Financial ratios and the probabilistic prediction of bankruptcy. Journal of Accounting Research, 18, 109-131.

Opler, T. C., & Titman, S. (1994). Financial distress and corporate performance. The Journal of Finance, 49, 1015-1040.

Prowse, S. (1998). Corporate Governance: Emerging Issues and Lessons from East Asia, Responding to the Global Financial Crisis. World Bank mimeo.

Rajan, Raghuram G., & Luigi Zingales (1998). Financial dependence and growth. American Economic Review, 88, 559-96.

Scott, J. (1981). The probability of bankruptcy: A comparison of empirical predictions and theoretical models. Journal of Banking and Finance, 5, 317-344.

Shirata, C. Y. (1998). Financial ratios as Predictors of Bankruptcy in Japan: An Empirical Research, Tsukuba College of Technology Japan, 1-17.

Sori, Z.M., Jalil, H.A. (2009). Financial ratios, discriminant analysis and the prediction of corporate distress. Journal of Money, Investment and Banking, 11(2009), 5-14.

Taffler, R.J., &Tisshaw H. (1977). Going, going, gone - Four factors which predict. Journal of Accountancy, 88, 50-54.

Wagner, J. A., Stimpert, J. L., &Fubara, E. I. (1998). Board composition and organizational performance: Two studies of insider/outsider effects. Journal of Management Studies, 35, 655-677.

Zahra, S. A., & Pearce, J. A. (1989). Boards of directors and corporate financial performance: A review and integrative model. Journal of Management, 15, 291-334.




DOI: http://dx.doi.org/10.18533/ijbsr.v5i7.801

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