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Asia Pacific Journal of Management

, Volume 6, Issue 2, pp 339–350 | Cite as

Accounting variables as determinants of systematic risk in Malaysian common stocks

  • Loo Sin Chun
  • Meharani Ramasamy
Articles

Abstract

The objective of this paper is to examine the relationship between financial accounting variables and systematic securities risk in a small and developing capital market, namely the Kuala Lumpur Stock Exchange. Factor analysis was used to group and identify the financial variables into independent dimensions. The possible bias due to multicollinearity between accounting data was ameliorated by selecting one representative variable from each factor profile of the firm. Evidence has shown that financial ratios/profitability ratio and, to a certain extent, activity ratio are important determinants of the systematic risk of a common stock. Contrary to most of the reported findings in other markets, the results show a negative relationship between leverage ratio and systematic risk, for which we have no explanation.

Keywords

Negative Relationship Important Determinant Capital Market Stock Exchange Systematic Security 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. Altman, E.I. (1968), “Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy,”Journal of Finance, pp. 589 –609.Google Scholar
  2. Beaver, W. and Manegold, J. (1975), “The Association Between Market-determined and Accounting-determined Measures of Systematic Risk: Some Further Evidence”,Journal of Financial and Quantitative Analysis, June, pp. 231 – 284.Google Scholar
  3. Belkaoui, A. (1978), “Accounting Determinants of Systematic Risk in Canadian Common Stocks: A Multivariate Approach”,Accounting and Business Research, Winter, pp. 3 – 10.Google Scholar
  4. Bowman, R.G. (1980), “The Importance of Market-Value Measurement of Debt in Assessing Leverage,”Journal of Accounting Research, Spring, pp. 242 – 254.Google Scholar
  5. Dhingra, H.L. (1982), “The Impact of Accounting Variables on Stock Market Measures of Risk,”Accounting and Business Research, Summer, pp.193 – 205.Google Scholar
  6. Fama, E.F. (1970), “Efficient Capital Markets: A Review of Theory and Empirical Work,”Journal of Finance, May, pp. 383 – 417.Google Scholar
  7. Foster, G. (1986),Financial Statement Analysis, 2nd Ed., Prentice-Hall International Editions.Google Scholar
  8. Gombola, M.J. and Ketz, J.E. (1983), “A Note on Cash Flow and Classification Patterns of Financial Ratios,”The Accounting Review, January, pp. 105 – 128.Google Scholar
  9. Gonedes, N. J. (1973), “Evidence on the Information Content of Accounting Numbers: Accounting-Based and Market-Based Estimates of Systematic Risk,”Journal of Financial and Quantitative Analysis, June, pp. 407 – 443.Google Scholar
  10. Gordon, E. (1974), “Comment : Financial Factors which Influence Beta Variations within an Industry Environment,”Journal of Financial and Quantitative Analysis, March, pp. 243 – 245.Google Scholar
  11. Hamada, R. S. (1972), “The Effect of the Firm's Capital Structure on the Systematic Risk of Common Stocks,”Journal of Finance, May, pp. 435 – 452.Google Scholar
  12. Hawawini, G.A., Michel, P.A. and Corhay, A. (1985), “New Evidence on Beta Stationarity and Forecast for Belgian Common Stocks,”Journal of Business and Finance 9, pp. 553–560.Google Scholar
  13. Hill, N.C. and Stone, B.K. (1980), “Accounting Betas, Systematic Operating Risk, and Financial Leverage: A Risk composition Approach to the Determinants of Systematic Risk,”Journal of Financial and Quantitative Analysis, September, pp. 595 – 637.Google Scholar
  14. Johnson, L.J. and Brick, J.R. (1985), “The Interest Rate Sensitivity of Equity Prices with Respect to Systematic Risk and Leverage,”Journal of Business Research, pp. 85 – 92.Google Scholar
  15. Low Aik Meng, Yeo Hian Heng and Tan Seow Kuan (1986), “Corporate Failure Prediction Model Based on Factor and Discriminant Analysis,” Longman Professional SE Asian and the Singapore Securities Research Institute, pp. 419 – 436.Google Scholar
  16. Mandelker, G.N., and Rhee, S.G. (1984) “The Impact of the Degrees of Operating and Financial Leverage of Systematic Risk of Common Stock,”Journal of Financial and Quantitative Analysis, March, pp. 45 – 57.Google Scholar
  17. Melicher, R.W. (1974), “Financial Factors Which Influence Beta Variations within an Homogeneous Industry Environment,”Journal of Financial and Quantitative Analysis, March, pp. 231 – 245.Google Scholar
  18. Mohd, Nassir Lanjong (1983),A Study of Market Efficiency and Risk Return relationships in Malaysia Capital Market Ph.D. thesis, Katholicke Universiterit, Leuven, Belgium.Google Scholar
  19. Rege, U.P. (1984), “Accounting Ratios to Locate Take-over Targets,”Journal of Business Finance and Accounting, Autumn, pp. 301 – 311.Google Scholar
  20. Rummel, R.J (1970),Applied Factor Analysis Evanston, III: North-Western University Press.Google Scholar
  21. Rushinek S.F. (1987), “Using Financial Ratios to Predict Insolvency,”Journal of Business Research, pp. 93 – 100.Google Scholar
  22. Sharpe, W.F., and Cooper, G. (1972), “Risk and Return Classes of New York Stock Exchange Stocks, 1931 – 1967,”Financial Analyst Journal, March – April, pp. 46 – 54.Google Scholar
  23. Steven, D.L. (1973), “Financial Characteristics of Merged Firms: A Multivariate Analysis,”Journal of Financial and Quantitative Analysis, March, pp. 149 – 158.Google Scholar
  24. Thakkar, R.S. (1978), “The Association Between Market Determined and Accounting Determined Risk Measurement: A Note,”Journal of Accounting Research, Spring, pp. 215 – 223.Google Scholar
  25. Theobald, M. (1980), “An Analysis of the Market Model and Beta Factors Using U.K. Equity Share Data,”Journal of Business Finance and Accounting, pp. 49 – 64.Google Scholar
  26. Zion, U.B. and Shalit, S.S. (1975), “Size, Leverage, and Dividend Record as Determinants of Equity Risk,”Journal of Finance, September, pp. 1015 – 1026.Google Scholar

Copyright information

© School of Management National University of Singapore 1989

Authors and Affiliations

  • Loo Sin Chun
    • 1
  • Meharani Ramasamy
    • 1
  1. 1.Department of Management Studies, Faculty of Economics and ManagementUniversiti Pertanian MalaysiaMalaysia

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