Determinants of cost of equity: The case of Shariah-compliant Malaysian firms

Shafaai, Shafizal and Masih, Mansur (2013): Determinants of cost of equity: The case of Shariah-compliant Malaysian firms.

Abstract

Firm-level analysis of the cost of equity is essential for many financial decision makings, capital structure choice, capital budgeting analysis, performance assessment and firm valuation. This study aims to shed some light on the determinants of cost of equity by analyzing Shariah compliant firms based in Malaysia. A list of potential determinants is identified and is divided into accounting-based and market-based variables. Pooled, fixed-effect, random-effect, and dynamic difference- and system-GMM panel models were employed to investigate determinants of cost of equity. The results show that for the full sample, the cost of equity is determined by debt-to-equity ratio (DE), earnings per share (EPS), total asset turnover ratio (TAT), firm size (SIZE) and stock liquidity (SL). Consistent with the literature, a significant positive relationship with cost of equity was found for DE and EPS, while a negative relationship with TAT and SIZE was exhibited. The study is also extended to seven subsectors, namely construction, consumer products, industrial products, plantation, properties, technology and services, to observe the sectoral effects on the cost of equity determinants. For the individual sectors, SIZE is significant for most of the sectors and is consistently negatively related to cost of equity. The results for other variables show that the determinants differ across different sectors, highlighting the importance of sectoral analysis. Firm based implication includes assisting firms to review their cost of equity estimates and optimizing capital allocation, while the government could fine-tune its policies based on the sectoral effects on the cost of equity determinants.

• Item Type: MPRA Paper
• Language: English
• Keywords: cost of equity determinants, panel techniques, shariah-compliant firms
• Subjects: C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C22 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes; C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C58 - Financial Econometrics; G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions

References

Ameer, R. (2007). Time-varying cost of equity capital in South Asian Countries. Asian Economic Journal, 21(2), 207-238.

Ang, J.S., Cole, R., & Lin, J. (2000). Agency costs and ownership structure. Journal of Finance, 55(1), 81-106.

Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error component models. Journal of Econometrics, 68, 29-51

Beck, T., Demirguc-Kunt, A. & Maksimovic, V. (2008). Financing patterns around the world: Are small firms different? Journal of Financial Economics, 89(3), 467-487

Bekaert. G., Harvey, C.R., & Kg, A. (2005). Market integration and contagion. Journal of Business, 78(1), 39-69.

Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87, 115-143.

Chen, J.G., & Chen, D.H. (2004). The downside risk and equity valuation: Emerging market evidence. Journal of Emerging Market Finance, 3(1), 77-93. doi:10.1177/097265270400300105

Chordia, T., Subrahmanyam, A., & Anshuman, R.V. (2001). 1 rading activity and expected stock returns. Journal of Financial Economics, 59, 3-32.

Dhaliwal, D., Heitzman, S., & Zhen, O.L. (2006). Taxes, leverage, and the cost of equity capital. Journal of Accounting Research, 44(4), 691-723

Estrada, J. (2000). The cost of equity in Emerging Markets: A downside risk approach. Emerging Markets Quarterly, 19-30.

Estrada, J. (2002). Systematic risk in Emerging Markets: I he D-CAPM. Emerging Markets Review, 3, 365-379.

Estrada, J. (2007). Mean-semivariance behavior: Downside risk and capital asset pricing. International Review of Economics and Finance, 16, 169-185

Fama, E.F., & French, K.R. (2004). The capital asset pricing model: Theory and evidence. Journal of Economic Perspectives, 18(3), 25-46

Francis, J., LaFond, R„ O.sson, P.M., & Schipper K. (2004). Cost of equity and earnings attributes. The Accounting Review, 79(4), 967-1010.

Gebhardt, W.R., Lee, C.M.C., & Swaminathan, B. (2001).Toward an implied cost of capital. Journal of Accounting Research, 39(1), 135-176.

Guedhami, O., & Mishra, D. (2009). Excess control, corporate governance and implied cost of equity: International evidence. The Financial Review, 44, 489-524

Hail, L., & Leuz, C. (2006). International differences in cost of capital: Do legal institutions and securities regulation matter? Journal of Accounting Research, 44(3), 485-531

Harvey, C.R. (2000). The drivers of expected returns in international markets. Emerging Markets Quarterly, 32-49.

Hearn, B., & Piesse, J. (2009). Sector level cost of equity in African financial markets. Emerging Markets Review, 10, 257-278.

Henry, P.B. (2000). Stock market liberalization, economic reform, and emerging market equity prices. Journal of Finance, 55(2), 529-564

Im, K.S., Pesaran, M.H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115, 53-74.

Jacoby, G., Fowler, D.J., & Gottesman, A.A. (2000). The capital asset pricing model and the liquidity effect: A theoretical approach. Journal of Financial Markets, 3, 69-81.

Hand, J.R.M. (2005). The value relevance of financial statements in the venture capital market The Accounting Review, 80(2), 613-648.

Hsiao, C. (2003). Analysis of Panel Data, 2nd Edition. United Kingdom: Cambridge University.

Krishnan, V.S., & Moyer, R.C. (1996). Determinants of capital structure: An empirical analysis of firms in industrialized countries, Managerial Finance, 22(2), 39-55.

Levin, A., Lin, C. F., & Chu, C. (2002). Unit root tests in panel data: Asymptotic and finite sample properties. Journal of Econometrics, 108, 1-24

Li, Z. (2010). Equity market liberalization, industry growth and the cost of capital. Journal of Economic Development, 35(3), 103-121.

Mehra, R., & Prescott, E. (1985). The equity premium: A puzzle. Journal of Monetary Economics, 15, 145-161.

Mishra, D.R., & O,Bien, T.J. (2001). A comparison of cost of equity estimates of local and global CAPMs. The Financial Review, 36, 27-48.

Modigliani, F., & Miller, M.H. (1958). The cost of capital, corporation finance and the theory of investment. American Economic Review, 48(3),261-297.

Nagel, G.L., Peterson, D.R., & Prati, R.S. (2007). The effect of risk factors on cost of equity estimation. Quarterly Journal of Business & Economics, 46(1), 61-87.

Omran, M., & Pointon, J. (2004). The determinants of the cost of capital by industry within and emerging economy: Evidence from Egypt. International Journal of Business, 9(3), 237-258

Roll, R. (1992). Industrial structure and the comparative behavior of international stock market indices. Journal of Finance, 47, 3-41.

Rozeff, M. (1984). Dividend yields are equity risk premiums. Journal of Portfolio Management, 68-75.

Salomons, R-, & Grootveld, H. (2003). The equity risk premium: Emerging vs. developed markets. Emerging Markets Review, 4(2), 121-144.

Shanken, J., & Weinstein, M.I. (2006). Economic forces and the stock market revisited. Journal of Empirical Finance, 13, 129-144

Singh, M., & Nejadmalayeri, A. (2004). Internationalization, capital structure and cost of capital: Evidence from French corporations. Journal of Multinational Financial Management, 14, 153169