Exploring the Effect of Accounting Information on Systematic Risk: An Empirical Evidence of Tehran Stock Exchange
Authors: Mojtaba Rezaei, Elham Heydari
Abstract:
This paper highlights the empirical results of analyzing the correlation between accounting information and systematic risk. This association is analyzed among financial ratios and systematic risk by considering the financial statement of 39 companies listed on the Tehran Stock Exchange (TSE) for five years (2014-2018). Financial ratios have been categorized into four groups and to describe the special features, as representative of accounting information we selected: Return on Asset (ROA), Debt Ratio (Total Debt to Total Asset), Current Ratio (current assets to current debt), Asset Turnover (Net sales to Total assets), and Total Assets. The hypotheses were tested through simple and multiple linear regression and T-student test. The findings illustrate that there is no significant relationship between accounting information and market risk. This indicates that in the selected sample, historical accounting information does not fully reflect the price of stocks.
Keywords: Accounting information, market risk, systematic risk, efficient market hypothesis, EMH, Tehran Stock Exchange, TSE.
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[1] G. Gibbs, “Accounting Fundamentals: Guides to Human Judgment AU,” Account. Bus. Res., vol. 3, no. 11, pp. 205–212, Jun. 1973.
[2] R. H. Chenhall, “Integrative strategic performance measurement systems, strategic alignment of manufacturing, learning and strategic outcomes: An exploratory study,” Accounting, Organ. Soc., vol. 30, no. 5, pp. 395–422, 2005.
[3] J. R. Frederickson and L. Zolotoy, “Competing earnings announcements: Which announcement do investors process first?,” Account. Rev., vol. 91, no. 2, pp. 441–462, 2015.
[4] B. Alnoor and L. Willcocks, “Digitisation, ‘Big Data’ and the transformation of accounting information AU - Bhimani, Alnoor,” Account. Bus. Res., vol. 44, no. 4, pp. 469–490, Jul. 2014.
[5] M. C. Huian, “The usefulness of accounting information on financial instruments to investors assessing non-financial companies. An empirical analysis on the Bucharest Stock Exchange,” Account. Manag. Inf. Syst., vol. 14, no. 4, p. 48, 2015.
[6] R. Ball, “International Financial Reporting Standards (IFRS): pros and cons for investors,” Account. Bus. Res., vol. 36, no. sup1, pp. 5–27, 2006.
[7] F. S. No, “Objective of financial reporting by business enterprises,” 1978, 1AD.
[8] E. F. Brigham and J. F. Houston, Fundamentals of financial management. Cengage Learning, 2012.
[9] R. Waymond and T. J. Housel, “The Effects of Information and Cognitive Processes on Decision Making AU,” Account. Bus. Res., vol. 18, no. 69, pp. 67–74, Dec. 1987.
[10] J. Pointon, “Investment and Risk: The Effect of Capital Allowances AU,” Account. Bus. Res., vol. 10, no. 40, pp. 432–439, Sep. 1980.
[11] R. A. Haugen, Modern Investment Theory. Prentice-Hall, 2006.
[12] H. Markowitz, “Portfolio Selection*,” J. Finance, vol. 7, no. 1, pp. 77–91, Mar. 1952.
[13] W. F. Sharpe, “Capital Asset Prices: A Theory of Market Equilibrium under Conditions of Risk*,” J. Finance, vol. 19, no. 3, pp. 425–442, Sep. 1964.
[14] J. Fisher, “Financial Information and the Accounting Standards Steering Committee AU,” Account. Bus. Res., vol. 4, no. 16, pp. 275–285, Sep. 1974.
[15] J. M. Argilés and E. J. Slof, “The use of financial accounting information and firm performance: An empirical quantification for farms,” Account. Bus. Res., vol. 33, no. 4, pp. 251–264, 2003.
[16] E. Laveren, E. Durinck, M. De Ceuster, and N. Lybaert, “Can accounting variables explain any beta? The empirical association between various betas and nine accounting variables in Belgian listed firms,” 1997.
[17] M. A. Almisher, S. G. Buell, and R. J. Kish, “The relationship between systematic risk and underpricing of the IPO market,” in International Journal of Accounting & Information Management, vol. 21, no. 4, Emerald Group Publishing Limited, 2013, pp. 87–107.
[18] R. A. Lambert, C. Leuz, and R. E. Verrecchia, “Information Asymmetry, Information Precision, and the Cost of Capital,” SSRN Electron. J., 2008.
[19] A. N. Obaidat, “Accounting Information: Which Information Attracts Investors Attention First?,” Account. Financ. Res., vol. 5, no. 3, p. 107, 2016.
[20] C. W. Alderman, “An Empirical Analysis of the Impact of Uncertainty Qualifications on the Market Risk Components AU,” Account. Bus. Res., vol. 9, no. 36, pp. 258–266, Sep. 1979.
[21] W. F. Sharpe, “A Simplified Model for Portfolio Analysis,” Manage. Sci., vol. 9, no. 2, pp. 277–293, Jan. 1963.
[22] J. Lintner, “Security prices, risk, and maximal gains from diversification,” J. Finance, vol. 20, no. 4, pp. 587–615, 1965.
[23] J. Y. Campbell, C. Polk, and T. Vuolteenaho, “Growth or glamour? Fundamentals and systematic risk in stock returns,” Rev. Financ. Stud., vol. 23, no. 1, pp. 305–344, 2009.
[24] P. Chalos, “Product Pricing Behaviour Under Different Costing Systems AU - Tishlias, Dennis P.,” Account. Bus. Res., vol. 18, no. 71, pp. 257–265, Jun. 1988.
[25] C. Nobes, “Accounting for capital: the evolution of an idea AU,” Account. Bus. Res., vol. 45, no. 4, pp. 413–441, Jun. 2015.
[26] C. Goodhart and B. Hofmann, “Do asset prices help to predict consumer price inflation?,” Manchester Sch., vol. 68, pp. 122–140, 2000.
[27] M. Jensen, “Some anomalous evidence regarding market efficiency,” J. financ. econ., vol. 6, no. 2–3, pp. 95–101, 1978.
[28] P. L. Bernstein, “Capital ideas,” Nov. Iorque Free Press, 1992.
[29] H. V Roberts, “Stock-Market ‘Patterns’ and Financial Analysis: Methodological Suggestions,” J. Finance, vol. 14, no. 1, pp. 1–10, 1959.
[30] E. F. Fama, “The behavior of stock-market prices,” J. Bus., vol. 38, no. 1, pp. 34–105, 1965.
[31] Fadayi Nejad, “Empirical Test of ETH in the Tehran Stock Exchange,” Financ. Res. J., vol. 2, no. 5, Dec. 1994.
[32] M. Pincus, “Market Efficiency and Legal Liability: Some Extensions and an Illustration AU - Anderson, James A.,” Account. Bus. Res., vol. 14, no. 54, pp. 169–181, Mar. 1984.
[33] B. G. Malkiel, “The efficient market hypothesis and its critics,” J. Econ. Perspect., vol. 17, no. 1, pp. 59–82, 2003.
[34] B. G. Malkiel and E. F. Fama, “Efficient capital markets: A review of theory and empirical work,” J. Finance, vol. 25, no. 2, pp. 383–417, 1970.
[35] R. Ball and P. Brown, “Portfolio theory and accounting,” J. Account. Res., pp. 300–323, 1969.
[36] W. Beaver and J. Manegold, “The Association between Market-Determined and Accounting-Determined Measures of Systematic Risk: Some Further Evidence,” J. Financ. Quant. Anal., vol. 10, no. 2, p. 231, Jun. 1975.
[37] M. C. Jensen, F. Black, and M. S. Scholes, “The capital asset pricing model: Some empirical tests,” 1972.
[38] B. E. Ismail and M. K. Kim, “On the association of cash flow variables with market risk: further evidence,” Account. Rev., pp. 125–136, 1989.
[39] G. V. Karels and W. H. Sackley, “the Relationship between Market and Accounting Betas for Commercial Banks,” Rev. Financ. Econ., vol. 2, no. 2, pp. 59–72, 1993.
[40] N. Garrod and W. Rees, Forecasting earnings growth using fundamentals. Citeseer, 1999.
[41] GhalibafAasl Hassan, “Investigating the Effect of Capital Structure (Financial Leverage) on Systematic Risk,” Thesis for PhD in Accounting, the University of Tehran (in Persian), 1994.
[42] A. Ahmadpour, “Prediction Model of Systematic Risk by Using Accounting Information,” Thesis for PhD in Accounting, Tehran, Tarbiat Modares University (in Persian), 1998.
[43] I. Noravesh and A. Vafadar, “the usefulness of accounting information in market risk assessment,” J. Accounting, Hesabdar, no. 135, pp. 16–28, 1999.
[44] M. A. Almisher and R. J. Kish, “Accounting betas–an ex anti proxy for risk within the IPO market,” J. Financ. Strateg. Decis., vol. 13, no. 3, pp. 23–34, 2000.
[45] KhaleghiMoghadam Hamid and A. Rahmani, “The Usefulness of Non-earnings Financial Statements Items as Earnings Predictors,” Account. Stud., vol. 1, p. (in Persian), 2003.
[46] J. Barton and G. Waymire, “Investor protection under unregulated financial reporting,” J. Account. Econ., vol. 38, pp. 65–116, 2004.
[47] H. Sinaei and I. Khorram, “Investigating the relationship between the financial leverage and the systematic risk of ordinary shares in public corporations in Iran,” Financ. Res. J., vol. 18, no. 2, pp. 107–121, Dec. 2004.
[48] M. Namazi and S. Khajavi, “The usefulness of accounting variables in predicting the systematic risk of companies listed in Tehran Stock Exchange,” J. Account. Audit. Rev., vol. 11, no. 4, Dec. 2004.
[49] D. Kim and Y. Qi, “Accounting information quality, stock returns, and macroeconomic conditions,” SSRN Website, 2008.
[50] A. Saghafi and E. Ebrahimi, “the Association of Accounting Standard Setting with Accounting Information Quality,” J. Financ. Res. No. 16, 102-115, vol. 16, pp. 102–105, 2009.
[51] Z. Dianati, M. Alami, and S. Behzadpour, “Study of the relationship between the quality of financial disclosure and risk criteria in Tehran Stock Exchange,” Q. J. Secur., vol. 17, pp. 23–41, 2012.
[52] J. S. Harrison and R. E. Freeman, “Special Topic: Democracy in and Around Organizations,” Acad. Manag. Exec., vol. 18, no. 3, pp. 49–53, 2011.
[53] D. Hey-Cunningham, Financial Statements Demystified, 4th ed. Sydney: Allen & Unwin, 2006.
[54] W. H. Beaver, “Financial ratios as predictors of failure,” J. Account. Res., pp. 71–111, 1966.
[55] J. R. Perrin, “Illusory Holding Gains on Long-Term Debt AU - Perrin, John R.,” Account. Bus. Res., vol. 4, no. 15, pp. 234–236, Jun. 1974.
[56] A. Korteweg, “The net benefits to leverage,” J. Finance, vol. 65, no. 6, pp. 2137–2170, 2010.
[57] P. M. Fairfield and T. L. Yohn, “Using asset turnover and profit margin to forecast changes in profitability,” Rev. Account. Stud., vol. 6, no. 4, pp. 371–385, 2001.
[58] P. A. Angahar and J. Malizu, “The Relationship between Accounting Information and Stock Market Return on the Nigerian Stock Exchange,” Manag. Adm. Sci. Rev., vol. 4, no. 1, pp. 76–86, 2015.
[59] A. K. Garg, “Influence of board size and independence on firm performance: A study of Indian companies,” Vikalpa, vol. 32, no. 3, pp. 39–60, 2007.
[60] R. W. Ingram, B. Baldwin, and T. L. Albright, Financial Accounting: Information for decisions. South-Western College, 2001.
[61] J. A. Hall, Accounting information systems. Cengage Learning, 2012.
[62] P. R. Demerjian, “Financial Ratios and Credit Risk: The Selection of Financial Ratio Covenants in Debt Contracts,” SSRN Electron. J., 2007.
[63] R. S. Hamada, “The Effect Of The Firm’s Capital Structure On The Systematic Risk Of Common Stocks,” J. Finance, vol. 27, no. 2, pp. 435–452, May 1972.
[64] L. S. Bamber, “The Information Content of Annual Earnings Releases: A Trading Volume Approach,” J. Account. Res., vol. 24, no. 1, p. 40, 1986.
[65] D. Ashton and C. Trinh, “Evaluating the information content of earnings forecasts,” Account. Bus. Res., pp. 1–26, 2018.
[66] J. D. Rauh and A. Sufi, “Capital Structure and Debt Structure,” Rev. Financ. Stud., vol. 23, no. 12, pp. 4242–4280, Dec. 2010.