Corporate governance characteristics and valuation: Inferences from quantile regression
Keywords:Desempeno, Gobierno corporativo, OLS, Regresión de cuantiles
Prior literature on corporate governance and performance provides mixed evidence on the impact of various corporate governance measures on performance indicators. However, most of literatures adopt the Ordinary Least Square (OLS). This method is based on the central tendency, which may not appropriately represent the reality in cases where the dependent variable ranges between upper and lower values and hence the relationship may not be homogenous across different percentiles of the dependent variables. A variable having a positive impact based on the central tendency for firms may not be the case for the firms in the upper or lower bounds. Thus, estimating the means using OLS may not reflect and represent the heterogeneity in the estimated relationship. Therefore, quantile regression estimates the relationship at any point conditional on the distribution of dependent variable. This would enable us to generate various estimated coefficient at certain quantile of dependent variable. Therefore, the objective of the study is twofold. First, this study aims to investigate the relationship between corporate governance and performance using OLS. Second,this work further explores the impact of corporate governance mechanisms on performance using quantile regression so as to compare and to shed light on whether there is heterogeneity in the influence of these variables on the performance of listed companies across quantiles. The results of the study provide evidence that quantile approach shows inconsistency in the result with OLS and hence indicating the impact depends on the scale size. This theoretically provides further support that OLS may represent a poor estimation approach for the reality of firms.
Abdul Rahman, R., & Haniffa, R. M. (2005). The effect of role duality on corporate performance in Malaysia. Corporate ownership and control, 2(2), 40–47.
Adams, R. B., & Mehran, H. (2005). Corporate performance, board structure and its determinants in the banking industry. In EFA 2005 Moscow meetings.
Ahmed Haji, A. (2014). The relationship between corporate governance attributes and firm performance before and after the revised code: Some Malaysian evidence. International Journal of Commerce and Management, 24(2), 134–151.
Ahmed Haji, A., & Mubaraq, S. (2015). The implications of the revised code of corporate governance on firm performance: A longitudinal examination of Malaysian listed companies. Journal of Accounting in Emerging Economies, 5(3), 350–380.
Bhagat, S., & Bolton, B. (2013). Director ownership, governance and performance. Journal of Financial and Quantitative Analysis, 48(1), 105–135.
Bhagat, S., & Bolton, B. (2008). Corporate governance and firm performance. Journal of corporate finance, 14(3), 257–273.
Brick, I. E., & Chidambaran, N. K. (2010). Board meetings, committee structure, and firm value. Journal of corporate finance, 16(4), 533–553.
Cavana, R. Y., Delahaye, B. L., & Sekaran, U. (2001). Applied business research: Qualitative and quantitative methods. John Wiley & Sons Australia.
Chevapatrakul, T. (2015). Monetary environments and stock returns: International evidence based on the quantile regression technique. International Review of Financial Analysis, 38, 83–108.
Chi, W., Huang, H., & Xie, H. (2015). A quantile regression analysis on corporate governance and the cost of bank loans: a research note. Review of Accounting and Finance, 14(1), 2–19.
Chuanrommanee, W., & Swierczek, F. W. (2007). Corporate governance in ASEAN financial corporations: reality or illusion? CorporateGovernance: An International Review, 15(2), 272–283.
Coles, J. W., & Hesterly, W. S. (2000). Independence of the chairman and board composition: Firm choices and shareholder value. Journal of Management, 26(2), 195–214.
Dalton, D. R., Daily, C. M., Johnson, J. L., & Ellstrand, A. E. (1999). Number of directors and financial performance: A meta-analysis. Academy of Management journal, 42(6), 674–686.
Elsayed, K. (2007). Does CEO duality really affect corporate performance? Corporate Governance: An International Review, 15(6), 1203–1214.
Faleye, O., Hoitash, R., & Hoitash, U. (2011). The costs of intense board monitoring. Journal of Financial Economics, 101(1), 160–181.
Ferris, S. P., Jagannathan, M., & Pritchard, A. C. (2003). Too busy to mind the business? Monitoring by directors with multiple board appointments. The Journal of Finance, 58(3), 1087–1111.
Fich, E. M., & Shivdasani, A. (2006). Are busy boards effective monitors? The Journal of Finance, 61(2), 689–724.
Ghazali, N. (2010). Ownership structure, corporate governance and corporate performance in Malaysia. International Journal of Commerce and Management, 20(2), 109–119.
Har Sani Mohamad, M., Majdi Abdul Rashid, H., & Shawtari, F. A. (2012). Corporate governance and earnings management in Malaysian government linked companies: The impact of GLCs’ transformation policy. Asian Review of Accounting,
Herman, E. S. (1981). . Corporate control, corporate power (Vol. 98, p. 1) Cambridge: Cambridge University Press.
Jensen, M. C. (1993). The modern industrial revolution, exit, and the failure of internal control systems. The Journal of Finance, 48(3), 831–880.
Jiraporn, P., Singh, M., & Lee, C. I. (2009). Ineffective corporate governance: Director busyness and board committee memberships. Journal of Banking & Finance, 33(5), 819–828.
Kang, H. H., & Liu, S. B. (2014). Corporate social responsibility and corporate performance: A quantile regression approach. Quality & Quantity, 48(6), 3311–3325.
Kim, K., Mauldin, E., & Patro, S. (2014). Outside directors and board advising and monitoring performance. Journal of Accounting and Economics, 57(2), 110–131.
Klapper, L. F., & Love, I. (2004). Corporate governance, investor protection, and performance in emerging markets. Journal of corporate Finance, 10(5), 703–728.
Lipton, M., & Lorsch, J. W. (1992). A modest proposal for improved corporate governance. The Business Lawyer, 59–77.
Mak, Y. T., & Kusnadi, Y.(2005). Size really matters: Further evidence on the negative relationship between board size and firm value. Pacific-Basin Finance Journal,13(3), 301–318.
Marrocu, E., Paci, R., & Zara, A. (2015). Micro-economic determinants of tourist expenditure: A quantile regression approach. Tourism Management, 50, 13–30.
Munisi, G., & Randoy, T. (2013). Corporate governance and company performance across Sub-Saharan African countries. Journal of Economics and Business, 70, 92–110.
Pombo, C., & Gutiérrez, L. H. (2011). Outside directors, board interlocks and firm performance: Empirical evidence from Colombian business groups. Journal of Economics and Business, 63(4), 251–277.
Sánchez-Vidal, F. J. (2014). High debt companies’ leverage determinants in Spain: A quantile regression approach. Economic Modelling, 36, 455–465.
Sanni, M. and Ahmed Haji, A. (2012). The impact of corporate governance attributes on firm performance following the revised code: some Malaysian evidence, paper presented at the 2nd Accounting Research and Education Conference (AREC 2012). Kuala Lumpur.
Shawtari, F. A., Har Sani, M. M., Abdul Rashid, H. M., & Salem, M. A. (2015). Corporate governance mechanisms and unmanaged earnings: Empirical evidence from Malaysian government linked companies. Corporate Board: Role Duties &
Composition, 11(2), 98–110.
Vafeas, N. (1999). Board meeting frequency and firm performance. Journal of Financial Economics, 53(1), 113–142.
Yermack, D. (1996). Higher market valuation of companies with a small board of directors. Journal of Financial Economics, 40(2), 185–211.
Zahra, S. A., & Pearce, J. A. (1989). Boards of directors and corporate financial performance: A review and integrative model. Journal of Management, 15(2), 291–334
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