Testing for Efficient Market Hypothesis on Malaysian’s Stock Market: Does Crisis Regime Matter?

  • Norimah Rambeli Faculty of Management and Economics, Universiti Pendidikan Sultan Idris
  • Dayang Affizzah Awang Marikan Faculty of Economics and Business, Universiti Malaysia Sarawak
  • Asmawi Hashim Faculty of Management and Economics, Universiti Pendidikan Sultan Idris
  • Jan M Podivinsky School of Economic, Social and Political Science, University of Southampton
  • Nooraisah Katmon Faculty of Management and Economics, Universiti Pendidikan Sultan Idris
Keywords: Financial Liberalization, Stock Market Efficiency Hypothesis, Global Financial Crisis

Abstract

In the context of the recent financial crisis, there has been growing questions about improving the efficiency of the stock market through liberalization. Although many researchers have studied the empirical effects of financial liberalization on stock market efficiency, consistent conclusions remain elusive. This paper aims to study the long and short-run relationship between financial liberalization and stock market efficiency before and after the global crisis strike in Malaysia. Specifically, Autoregressive Distributed Lag (ARDL) is the main econometric technique applied to explore this study. This study uses quarterly time series data over the period from 1998Q1 to 2020Q4. The findings revealed that financial openness and trade openness affect the stock market positively in the short and long term. In conclusion, these results indirectly support the efficient market hypothesis in Malaysia. Findings provide some policy implications in which the country should reinforce the prerequisites of openness to avoid the potential of initial crisis by equipping in an appropriate manner to minimize the short-term costs of liberalization to achieve long-term benefits.

References

Abbott, P., Andersen, T. B., & Tarp, F. (2010). IMF and economic reform in developing countries. The Quarterly Review of Economics and Finance, 50(1), 17-26. https://doi.org/10.1016/j.qref.2009.10.005

Bagehot, W. (1999). Lombard street: A description of the money market. Wiley Investment Classics.

Baltagi, B, Demetriades, P., & Law, S. H. (2009). Financial development and openness: Evidence from panel data. Journal of Development Economics, 89(2), 285-296. https://doi.org/10.1016/j.jdeveco.2008.06.006

Basu, P., & Morey, M. R. (2005). Trade opening and the behavior of emerging stock market prices. Journal of Economic Integration, 20(1), 68-92. https://doi.org/10.11130/jei.2005.20.1.68

Bekaert, G., Harvey, C. R., & Lundblad, C. (2005). Does financial liberalization spur growth? Journal of Financial Economics, 77(1), 3-55. https://doi.org/10.1016/j.jfineco.2004.05.007

Bekaert, G., Harvey, C. R., & Lundblad, C. (2011). Financial openness and productivity. World Development, 39(1), 1-19. https://doi.org/10.1016/j.worlddev.2010.06.016

Breusch, T. S. (1978). Testing for autocorrelation in dynamic linear model. Australian Economic Papers, 17(31), 334-355. https://doi.org/10.1111/j.1467-8454.1978.tb00635.x

Chen, J. Z. (2009). Material flow and circular economy. Systems Research and Behavioral Science, 26(2), 269-278. https://doi.org/10.1002/sres.968

Chinn, M. D., & Ito, H. (2006). What matters for financial development? Capital controls, institutions, and interactions. Journal of Development Economics, 81(1), 163-192. https://doi.org/10.1016/j.jdeveco.2005.05.010

Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74(366), 427-431. https://doi.org/10.2307/2286348

Edwards, S. (2001). Capital mobility and economic performance: Are emerging economies different? (Working paper No. w8076). National Bureau of Economic Research. https://www.nber.org/papers/w8076 https://doi.org/10.3386/w8076

Engle, R. F., & Granger, C. W. J. (1987). Co-integration and error correction: Representation, estimation, and testing. Econometrica, 55(2), 251-276. https://doi.org/10.2307/1913236

Fama, E. F. (1965). The behavior of stock-market prices. Journal of Business, 38(1), 34-105. https://doi.org/10.1086/294743

Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383-417. https://doi.org/10.2307/2325486

Fama, E. F. (1998). Market efficiency, long-term returns, and behavioral finance. Journal of Financial Economics, 49(3), 283-306. https://doi.org/10.1016/S0304-405X(98)00026-9

Fuchs-Schundeln, N., & Funke, N. (2003). Stock market liberalizations: Financial and macroeconomic implications. Review of World Economics, 139(4), 730-761. https://doi.org/10.1007/BF02653111

Galindo, A., Schiantarelli, F., & Weiss, A. (2007). Does financial liberalization improve the allocation of investment?: Micro-evidence from developing countries. Journal of Development Economics, 83(2), 562-587. https://doi.org/10.1016/j.jdeveco.2005.09.008

Huang, M. (2008). The influence of selling behaviors of customer relationships in financial services. International Journal of Service Industry Management, 19(4), 458-473. https://doi.org/10.1108/09564230810891905

Gay, R. D. Jr. (2008). Effect of macroeconomic variables on stock market returns for four emerging economies: A vector regression model for Brazil, Russia, India, and China (Order No. 3312013) [Doctoral dissertation, Nova Southeastern University]. ProQuest Dissertations & Theses Global. https://www.proquest.com/dissertations-theses/effect-macroeconomic-variables-on-stock-market/docview/304811764/se-2

Godfrey, L. (1978). Testing against general autoregressive and moving average error models when the regressors include lagged dependent variables. Econometrica, 46(6), 1293-1301. https://econpapers.repec.org/RePEc:ecm:emetrp:v:46:y:1978:i:6:p:1293-1301 https://doi.org/10.2307/1913829

Gregory, A. W., & Hansen, B. E. (1996). Practitioners corner: Tests for cointegration in models with regime and trend shifts. Oxford bulletin of Economics and Statistics, 58(3), 555-560. https://doi.org/10.1111/j.1468-0084.1996.mp58003008.x

Hung, J. C. (2009). Deregulation and liberalization of the Chinese stock market and the improvement of market efficiency. The Quarterly Review of Economics and Finance, 49(3), 843-857. https://doi.org/10.1016/j.qref.2009.04.005

Kanu, T. S. (2011). The relationship among stock market development, macroeconomic variables, and institutional factors in sub-Sahara Africa (Order No. 3474022) [Doctoral dissertation, Walden University]. ProQuest Dissertations & Theses Global. https://www.proquest.com/dissertations-theses/relationship-among-stock-market-development/docview/894768974/se-2

Kawakatsu, H., & Morey, M. R. (1999). Financial liberalization and stock market efficiency: An empirical examination of nine emerging market countries. Journal of Multinational Financial Management, 9(3), 353-371. https://doi.org/10.1016/S1042-444X(99)00007-9

Kim, D. H., Hsieh, J., & Lin, S. C. (2021). Financial liberalization, political institutions, and income inequality. Empirical Economic, 60(3), 1245-1281. https://doi.org/10.1007/s00181-019-01808-z

Kose, A. M., Prasad, E. S., & Taylor, A. D. (2011). Thresholds in the process of international financial integration. Journal of International Money and Finance, 30(1), 147-179. https://doi.org/10.1016/j.jimonfin.2010.08.005

Li, K., Morck, R., Yang, F., & Yeung, B. (2004). Firm-specific variation and openness in emerging markets. The Review of Economics and Statistics, 86(3), 658-669. https://doi.org/10.1162/0034653041811789

Lim, K. P., & Kim, J. H. (2011). Trade openness and the informational efficiency of emerging stock markets. Economic Modelling, 28(5), 2228-2238. https://doi.org/10.1016/j.econmod.2011.06.004

Lim, K. P., & Brooks, R. (2011). The evolution of stock market efficiency over time: A survey of the empirical literature. Journal of Economic Surveys, 25(1), 69-108. https://doi.org/10.1111/j.1467-6419.2009.00611.x

Naghavi, N., & Lau, W. Y. (2016). Financial liberalization and stock market efficiency: Causality analysis of emerging markets. Global Economic Review, 45(4), 359-379. https://doi.org/10.1080/1226508X.2016.1198921

Nikiforos, L. (2004). Financial market liberalization and stock market efficiency: Evidence from the Athens Stock Exchange. Global Finance Journal, 15(2), 103-123. https://doi.org/10.1016/j.gfj.2004.06.001

Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326. https://doi.org/10.1002/jae.616

Phillips, P. C., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335-346. https://doi.org/10.1093/biomet/75.2.335

Rambeli, N., Marikan, D. A., Hashim, E., Siti Zubaidah, M. A., Hashim, A., & Podivinsky, J. M. (2021). The determinants of carbon dioxide emissions in Malaysia and Singapore. Jurnal Ekonomi Malaysia, 55(2), 107-119. https://doi.org/10.17576/JEM-2021-5502-9

Rodrik, D. (1999). The new global economy and developing countries: Making openness work (Vol. 24). Johns Hopkins University Press.

Rogoff, K. (1999). International institutions for reducing global financial instability. The Journal of Economic Perspectives, 13(4), 21-42. https://www.jstor.org/stable/2647011 https://doi.org/10.1257/jep.13.4.21

Samuelson, P. A. (1965). Proof that properly anticipated prices fluctuate randomly. Industrial Management Review, 6(2), 41-49.

Published
2022-12-19
How to Cite
Norimah Rambeli, Dayang Affizzah Awang Marikan, Asmawi Hashim, Jan M Podivinsky, & Nooraisah Katmon. (2022). Testing for Efficient Market Hypothesis on Malaysian’s Stock Market: Does Crisis Regime Matter?. International Journal of Business and Society, 23(3), 1813-1831. https://doi.org/10.33736/ijbs.5213.2022