PRESS FREEDOM AND PREDICTABILITY OF STOCK MARKETS
Keywords:
predictability, press freedom, short memory, long memory, stock market indicesAbstract
This study uses the Efficiency Index of Kristoufek and Vosvrda (2013) to investigate the relation between press freedom and the informational efficiency of 41 stock market indices over the period 1999 – 2012. We employ short memory (linear and nonlinear dependencies) and long memory as input variables for the Efficiency Index to control for different types of inefficiencies. Our panel results, supported by robustness tests, show a direct and significant relation between stock markets informational efficiency and press freedom. In addition, as expected, market capitalization and volatility are other two determinants of efficiency, whereas the degree of market openness has influence only on the long-term behavior of returns.
JEL Classification: C13, G14, G15
References
Barabasi A.L., Vicsek T. (1991) Multifractality of self-affine fractals, Physical Review A, 44, 2730-2733.
Barunik J., Kristoufek L. (2010) On Hurst exponent estimation under heavy-tailed distributions, Physica A, 389, 3844-3855.
Bernard V.L., Thomas J.K. (1989) Post-Earnings-Announcement Drift: Delayed Price Response or Risk Premium?, Journal of Accounting Research, 27, 1-36.
Bhattacharya U., Daouk H., Jorgenson B., Kehr C.H. (2000) When an Event is Nor an Event: The Curious Case of an Emerging Market, Journal of Financial Economics, 55, 69-101.
Brunetti A., Weder B. (2003) A free press is bad news for corruption, Journal of Public Economics, 87, 1801-1824.
Cajueiro D.O., Gogas P., Tabak B.M. (2009) Does financial market liberalization increase the degree of market efficiency? The case of the Athens stock exchange, International Review of Financial Analysis, 18, 50-57.
Campbell J.Y., Lo A.W., MacKinlay A.C. (1997). The Econometrics of Financial Markets. Princeton: Princeton University Press.
Charles A., Darné O. (2009) Variance-ratio tests of random walk: an overview. Journal of Economic Surveys, 23, 503-527.
Charles A., Darné O., Kim J.H. (2011) Small sample properties of alternative tests for Martingale difference hypothesis, Economics Letters, 110 (2), 151-154.
Chen G., Cheng L.T.W., Gao N. (2005) Information Content and Timing of Earnings Announcements, Journal of Business Finance and Accounting, 32(1), 65-95.
Choi I. (1999) Testing the random walk hypothesis for real exchange rates, Journal of Applied Econometrics, 14, 293-308.
Di Matteo T. (2007) Multi-scaling in finance, Quantitative Finance, 7(1), 21-36.
Di Matteo T., Aste T., Dacorogna M. (2005) Long-term memories of developed and emerging markets: Using the scaling analysis to characterize their stage of development. Journal of Banking and Finance, 29, 827-851.
Dornbusch R. (1988) Balance of Payments Issues in Dornbusch R., Leslie F., Helmers C.H. (eds.), The Open Economy: Tools for Policy Makers in Developing Countries, EDI Series in Economic Development, The World Bank, Oxford University Press.
Escanciano J.C., Lobato, I.N. (2009) Testing the Martingale Hypothesis, In Patterson K. and Mills TC (eds.), Palgrave Hand-book of Econometrics, Palgrave, MacMillan.
Escanciano J.C., Velasco C. (2006) Generalized spectral tests for the Martingale difference hypothesis, Journal of Econometrics, 134, 151-185.
Fama E.F. (1970) Efficient capital markets: a review of theory and empirical work, Journal of Finance, 25, 383-417.
Freedom House (2014) 2014 Freedom House Report: Global and Regional Rankings, Freedom House, (http://www.freedomhouse.org/).
Gong S.X., Gul F.A (2011) Chinese Media Coverage, Divergence of Opinion, and Stock Market Outcomes, Working paper.
Griffin J.M., Hirschey N.H., Kelly P.J. (2011) How Important is the Financial Media in Global Markets?, Review of Financial Studies, 24(12), 3941-3992.
Grossman S.J., Stiglitz J.E. (1980) On the impossibility of informationally efficient markets, American Economic Review, 70(3), 393-408.
Ikenberry D.L., Lakonishok J., Vermaelen, T. (1995) Market underreaction to open market share repurchases, Journal of Financial Economics, 39,181-208.
Ikenberry D.L., Ramnath S. (2002) Underreaction to self-selected news events: the case of stock splits, Review of Financial Studies, 15, 489-526.
Kim J.B., Zhang H., Li L., Tian G. (2014) Press Freedom, Externally-generated Transparency and Stock Price Informativeness: International Evidence, Journal of Banking and Finance (2014), doi: http://dx.doi.org/10.1016/j.jbankfin.2014.05.023.
Kim J.H. (2009) Automatic variance ratio test under conditional heterosckedasticity, Finance Research Economics Letters, 6, 179-185.
Kristoufek L., Vosvrda M. (2013) Measuring capital market efficiency: Global and local correlations structure, Physica A, 392, 184-193.
Kristoufek L., Vosvrda M. (2014) Measuring capital market efficiency: Long-term memory, fractal dimension and approximate entropy, European Physical Journal B, 87, art. 162
Lane P., Milesi-Ferretti M. (2007) The External Wealth of Nations Mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004, Journal of International Economics, 73, 223-250
Lane P., Milesi-Ferretti M. (2014) Global Imbalances and External Adjustment after the crisis, Working paper 14/151
Lim K.P. (2008) Efficiency tests of the UK financial futures markets and the impact of electronic trading systems: a note on relative market efficiency. Applied Economics Letters, 16 (11): 1129-1132.
Lo A.W. (1997) Market efficiency: Stock Behaviour in Theory and in Practice. Cheltenham: Edward Elgar Publishing Limited.
Lo A.W. (2008) Efficient markets hypothesis. In S.N. Durlauf & L.E. Blume (Eds.), The New Palgrave Dictionary of Economics Online (2nd edition), doi: 10.1057/9780230226203.9780230220454). New York: Palgrave Macmillan.
Lo A.W., MacKinlay A.C. (1999) A Non-random Walk Down Wall Street. Princeton: Princeton University Press.
Mammen E. (1993) Bootstrap and wild bootstrap for high dimensional linear models, The Annals of Statistics, 21, 255-285.
Michaely R., Womack K. (1999) Conflict of interest and the credibility of underwriter analyst recommendations, Review of Financial Studies, 12, 653-686.
Peress J. (2014) The Media and the Diffusion of Information in Financial Markets: Evidence from Newspaper Strikes, American Finance Association, 69 (5), 2007-2043.
Petersen M. (2009) Estimating standard errors in finance panel data sets: comparing approaches, Review of Financial Studies, 22, 435-480.
Senbet L. W., Otchere I. (2010), African Stock Markets – Opportunities and Issues in Marc Quintyn and Genevieve Verdier (eds.), African Finance in the 21st Century, Palgrave Macmillan, International Monetary Fund.
Sentana E., Wadhwani S. (1992) Feedback traders and stock return autocorrelations: evidence from a century of daily data, Economic Journal, 102, 415-425.
Todea A., Pleșoianu A. (2013) The influence of foreign portfolio investment on informational efficiency: Empirical evidence from Central and Eastern European stock markets, Economic Modelling, 3, 34-41.
Todea A., Zoicaş-Ienciu A. (2008) Episodic dependencies in Central and Eastern Europe stock markets, Applied Economics Letters, 15, 1123-1126.
Womack K.L. (1996) Do brokerage analysts’ recommendations have investment value?, Journal of Finance, 51 ,137-168.
Wooldridge J.M. (2002) Econometric Analysis of Cross Section and Panel Data. London: MIT Press, Cambridge, Massachusetts and London, England.
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