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Information, Trading Volume, and International Stock Return Comovements: Evidence from Cross-Listed Stocks

Published online by Cambridge University Press:  01 August 2009

Louis Gagnon
Affiliation:
School of Business, Queen’s University, 143 Union St., Kingston, Ontario, K7L 3N6, Canada. lgagnon@business.queensu.ca
G. Andrew Karolyi
Affiliation:
Johnson Graduate School of Management, Cornell University, 348 Sage Hall, Ithaca, NY 14853. gak56@cornell.edu

Abstract

We investigate the joint dynamics of returns and trading volume of 556 foreign stocks cross-listed on U.S. markets. Heterogeneous-agent trading models rationalize how trading volume reflects the quality of traders’ information signals and how it helps to disentangle whether returns are associated with portfolio-rebalancing trades or information-motivated trades. Based on these models, we hypothesize that returns in the home (U.S.) market on high-volume days are more likely to continue to spill over into the U.S. (home) market for those cross-listed stocks subject to the risk of greater informed trading. Our empirical evidence provides support for these predictions, which confirms the link between information, trading volume, and international stock return comovements that has eluded previous empirical investigations.

Type
Research Articles
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2009

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References

Amihud, Y.Illiquidity and Stock Returns: Cross-Section and Time-Series Effects.” Journal of Financial Markets, 5 (2002), 3156.CrossRefGoogle Scholar
Ammer, J., and Mei, J.. “Measuring International Economic Linkages with Stock Market Data.” Journal of Finance, 51 (1996), 17431763.CrossRefGoogle Scholar
Asparouhova, E. N.; Bessembinder, H.; and Kalcheva, I.. “Liquidity Biases in Asset Pricing Tests.” Journal of Financial Economics, forthcoming (2009).Google Scholar
Bae, K.-H., and Karolyi, G. A.. “Good News, Bad News and International Spillovers of Stock Return Volatility between Japan and the U.S.” Pacific-Basin Finance Journal, 2 (1994), 405438.CrossRefGoogle Scholar
Baruch, S.; Karolyi, G. A.; and Lemmon, M.. “Multimarket Trading and Liquidity: Theory and Evidence.” Journal of Finance, 62 (2007), 21692200.CrossRefGoogle Scholar
Bekaert, G.Market Integration and Investment Barriers in Emerging Equity Markets.” World Bank Economic Review, 9 (1995), 75107.CrossRefGoogle Scholar
Bekaert, G., and Harvey, C. R.. “Time-Varying World Market Integration.” Journal of Finance, 50 (1995), 403444.Google Scholar
Bekaert, G.; Harvey, C. R.; and Ng, A.. “Market Integration and Contagion.” Journal of Business, 78 (2005), 3969.CrossRefGoogle Scholar
Blume, L.; Easley, D.; and O’Hara, M.. “Market Statistics and Technical Analysis: The Role of Volume.” Journal of Finance, 49 (1994), 153181.CrossRefGoogle Scholar
Bradshaw, M.; Bushee, B.; and Miller, G.. “Accounting Choice, Home Bias and U.S. Investment in Non-U.S. Firms.” Journal of Accounting Research, 42 (2004), 795841.Google Scholar
Brown, K. C.; Harlow, W. V.; and Tinic, S. M.. “Risk Aversion, Uncertain Information and Market Efficiency.” Journal of Financial Economics, 22 (1988), 355385.CrossRefGoogle Scholar
Brunnermeier, M., and Pedersen, L.. “Market Liquidity and Funding Liquidity.” Review of Financial Studies, 22 (2009), 22012238.CrossRefGoogle Scholar
Campbell, J. Y.; Grossman, S. J.; and Wang, J.. “Trading Volume and Serial Correlation in Stock Returns.” Quarterly Journal of Economics, 108 (1993), 905939.CrossRefGoogle Scholar
Campbell, J. Y.; Lo, A. W.; and MacKinlay, A. C.. The Econometrics of Financial Markets. Princeton, NJ: Princeton University Press (1997).CrossRefGoogle Scholar
Chan, K. C.; Karolyi, G. A.; and Stulz, R.. “Global Financial Markets and the Risk Premium on U.S. Equity.” Journal of Financial Economics, 32 (1992), 137167.CrossRefGoogle Scholar
Chordia, T.; Roll, R.; and Subrahmanyam, A.. “Commonality in Liquidity.” Journal of Financial Economics, 56 (2000), 328.CrossRefGoogle Scholar
Chordia, T.; Sarkar, A.; and Subrahmanyam, A.. “An Empirical Analysis of Stock and Bond Market Liquidity.” Review of Financial Studies, 18 (2005), 85129.CrossRefGoogle Scholar
Claessens, S.; Dornbusch, R.; and Park, Y. C.. “Contagion: Why Crises Spread and How This Can Be Stopped.” In International Financial Contagion, Claessens, S. and Forbes, K., eds. Boston, MA: Kluwer Academic Publishers (2001).CrossRefGoogle Scholar
Cochrane, J.Asset Pricing. Princeton, NJ: Princeton University Press (2001).Google Scholar
Conrad, J.; Hameed, A.; and Niden, C.. “Volume and Autocovariances in Short-Horizon Security Returns.” Journal of Finance, 49 (1994), 13051329.Google Scholar
Cooper, M.Filter Rules Based on Price and Volume in Individual Security Overreaction.” Review of Financial Studies, 12 (1999), 901935.CrossRefGoogle Scholar
Craig, A.; Dravid, A.; and Richardson, M.. “Market Efficiency around the Clock: Some Supporting Evidence Using Foreign-Based Derivatives.” Journal of Financial Economics, 39 (1995), 161180.CrossRefGoogle Scholar
Datar, V.; Naik, N.; and Radcliffe, R.. “Liquidity and Stock Returns: An Alternative Test.” Journal of Financial Markets, 1 (1998), 203219.CrossRefGoogle Scholar
Doidge, C.; Karolyi, G. A.; and Stulz, R. M.. “Has New York Become Less Competitive than London in Global Markets? Evaluating Foreign Listing Choices over Time.” Journal of Financial Economics, 91 (2009), 253277.CrossRefGoogle Scholar
Edison, H. J., and Warnock, F. E.. “A Simple Measure of the Intensity of Capital Controls.” Journal of Empirical Finance, 10 (2003), 81103.CrossRefGoogle Scholar
Engle, R., and Susmel, R.. “Common Volatility in International Equity Markets.” Journal of Business and Economic Statistics, 11 (1993), 167176.CrossRefGoogle Scholar
Eun, C. S., and Sabherwal, S.. “Cross-Border Listings and Price Discovery: Evidence from U.S.-Listed Canadian Stocks.” Journal of Finance, 58 (2003), 549575.CrossRefGoogle Scholar
Eun, C. S., and Shim, S.. “International Transmission of Stock Market Movements.” Journal of Financial and Quantitative Analysis, 24 (1989), 241256.CrossRefGoogle Scholar
Fama, E., and MacBeth, J.. “Risk, Return, and Equilibrium: Empirical Tests.” Journal of Political Economy, 81 (1973), 607636.CrossRefGoogle Scholar
Forbes, K. J., and Rigobon, R.. “No Contagion, Only Interdependence: Measuring Stock Market Comovements.” Journal of Finance, 57 (2002), 22232261.CrossRefGoogle Scholar
Gagnon, L., and Karolyi, G. A.. “Information, Trading Volume, and International Stock Market Comovements.” International Finance Review, 4 (2003), 347377.CrossRefGoogle Scholar
Gagnon, L., and Karolyi, G. A.. “Price and Volatility Transmission across Borders.” Financial Markets, Institutions and Instruments, 15 (2006), 107158.CrossRefGoogle Scholar
Gallant, A. R.; Rossi, P. E.; and Tauchen, G.. “Stock Prices and Volume.” Review of Financial Studies, 5 (1992), 199242.CrossRefGoogle Scholar
Gervais, S.; Kaniel, R.; and Mingelgrin, D.. “The High-Volume Return Premium.” Journal of Finance, 56 (2001), 877919.CrossRefGoogle Scholar
Gompers, P., and Metrick, A.. “Institutional Investors and Equity Prices.” Quarterly Journal of Economics, 116 (2001), 229259.CrossRefGoogle Scholar
Goyenko, R.; Holden, C.; and Trzcinka, C.. “Do Liquidity Measures Measure Liquidity?Journal of Financial Economics, 92 (2009), 153181.CrossRefGoogle Scholar
Grammig, J.; Melvin, M.; and Schlag, C.. “Internationally Cross-Listed Stock Prices during Overlapping Trading Hours: Price Discovery and Exchange Rate Effects.” Journal of Empirical Finance, 12 (2005), 139164.CrossRefGoogle Scholar
Halling, M.; Pagano, M.; Randl, O.; and Zechner, J.. “Where Is the Market? Evidence from Cross-Listings in the United States.” Review of Financial Studies, 21 (2008), 725761.CrossRefGoogle Scholar
Hamao, Y.; Masulis, R. W.; and Ng, V.. “Correlations in Price Changes and Volatility across International Stock Markets.” Review of Financial Studies, 3 (1990), 281307.CrossRefGoogle Scholar
Hameed, A.; Kang, W.; and Viswanathan, S.. “Stock Market Declines and Liquidity.” Journal of Finance, forthcoming (2009).Google Scholar
Harris, M., and Raviv, A.. “Differences of Opinion Make a Horse Race.” Review of Financial Studies, 6 (1993), 473506.CrossRefGoogle Scholar
Holthausen, R. W., and Verrecchia, R. E.. “The Effect of Informedness and Consensus on Price and Volume Behavior.” The Accounting Review, 65 (1990), 191208.Google Scholar
Hong, H., and Stein, J.. “Disagreement and the Stock Market.” Journal of Economic Perspectives, 21 (2007), 109128.CrossRefGoogle Scholar
Jorion, P.The Exchange-Rate Exposure of U.S. Multinationals.” Journal of Business, 63 (1990), 331345.CrossRefGoogle Scholar
Kandel, E., and Pearson, N. D.. “Differential Interpretation of Public Signals and Trade in Speculative Markets.” Journal of Political Economy, 103 (1995), 831872.Google Scholar
Karolyi, G. A.A Multivariate GARCH Model of International Transmissions of Stock Returns and Volatility: The Case of the United States and Canada.” Journal of Business and Economic Statistics, 13 (1995), 1125.CrossRefGoogle Scholar
Karolyi, G. A.DaimlerChrysler AG: The First Truly Global Share.” Journal of Corporate Finance, 9 (2003), 409430.CrossRefGoogle Scholar
Karolyi, G. A., and Stulz, R. M.. “Why Do Markets Move Together? An Investigation of U.S.-Japan Stock Return Comovements.” Journal of Finance, 51 (1996), 951986.Google Scholar
Karpoff, J. M.A Theory of Trading Volume.” Journal of Finance, 41 (1986), 10691088.CrossRefGoogle Scholar
Karpoff, J. M.The Relation between Price Changes and Trading Volume: A Survey.” Journal of Financial and Quantitative Analysis, 22 (1987), 109126.CrossRefGoogle Scholar
Kim, O., and Verrecchia, R. E.. “Trading Volume and Price Reaction to Public Announcements.” Journal of Accounting Research, 29 (1991), 302321.CrossRefGoogle Scholar
King, M. A.; Sentana, E.; and Wadhwani, S.. “Volatility and Links between National Stock Markets.” Econometrica, 62 (1994), 901933.Google Scholar
King, R., and Wadhwani, S.. “Transmission of Volatility between Stock Markets.” Review of Financial Studies, 3 (1990), 533.CrossRefGoogle Scholar
Koch, P., and Koch, T.. “Evolution in Dynamic Linkages across Daily National Stock Indexes.” Journal of International Money and Finance, 10 (1991), 231251.Google Scholar
La Porta, R.; Lopez-de-Silanes, F.; Shleifer, A.; and Vishny, R.. “Law and Finance.” Journal of Political Economy, 106 (1998), 11131155.Google Scholar
LeBaron, B.Some Relations between Volatility and Serial Correlation in Stock Market Returns.” Journal of Business, 65 (1992), 199219.CrossRefGoogle Scholar
Lee, C. M. C., and Swaminathan, B.. “Price Momentum and Trading.” Journal of Finance, 55 (2000), 20172069.Google Scholar
Lin, W.-L.; Engle, R. F.; and Ito, T.. “Do Bulls and Bears Move across Borders? International Transmission of Stock Returns and Volatility.” Review of Financial Studies, 7 (1994), 507538.CrossRefGoogle Scholar
Llorente, G.; Michaely, R.; Saar, G.; and Wang, J.. “Dynamic Volume-Return Relation of Individual Stocks.” Review of Financial Studies, 15 (2002), 10051047.CrossRefGoogle Scholar
Lo, A. W., and Wang, J.. “Trading Volume: Definitions, Data Analysis, and Implications of Portfolio Theory.” Review of Financial Studies, 13 (2000), 257300.Google Scholar
Longin, F., and Solnik, B.. “Is the Correlation in International Equity Returns Constant: 1960–1990?Journal of International Money and Finance, 14 (1995), 326.CrossRefGoogle Scholar
Longin, F., and Solnik, B.. “Extreme Correlation of International Equity Markets.” Journal of Finance, 56 (2001), 649676.CrossRefGoogle Scholar
Morse, D.Asymmetric Information in Securities Markets and Trading Volume.” Journal of Financial and Quantitative Analysis, 15 (1980), 11291148.CrossRefGoogle Scholar
Neumark, D.; Tinsley, P. A.; and Tosini, S.. “After-Hours Stock Prices and Post-Crash Hangovers.” Journal of Finance, 46 (1991), 159178.Google Scholar
Ng, A.Volatility Spillover Effects from Japan and the U.S. to the Pacific-Basin.” Journal of International Money and Finance, 19 (2000), 207233.CrossRefGoogle Scholar
Ng, V. K.; Chang, R. P.; and Chou, R. Y.. “An Examination of the Behavior of Pacific-Basin Stock Market Volatility.” In Pacific-Basin Capital Market Research, Vol. II, Rhee, S. G. and Chang, R. P., eds. Amsterdam: North-Holland (1991).Google Scholar
Pollin, R.; Baker, D.; and Schaberg, M.. “Securities Transaction Taxes for U.S. Financial Markets.” Eastern Economic Journal, 29 (2003), 527558.Google Scholar
Spamann, H.The ‘Anti-Director Rights Index’ Revisited.” Review of Financial Studies, forthcoming (2009).Google Scholar
Stickel, S. E., and Verrecchia, R. E.. “Evidence that Trading Volume Sustains Stock Price Changes.” Financial Analysts Journal, 50 (1994), 5767.CrossRefGoogle Scholar
Susmel, R., and Engle, R.. “Hourly Volatility Spillovers between International Equity Markets.” Journal of International Money and Finance, 13 (1994), 325.Google Scholar
Theodossiou, P., and Lee, U.. “Mean and Volatility Spillovers across Major National Stock Markets: Further Empirical Evidence.” Journal of Financial Research, 16 (1993), 337350.CrossRefGoogle Scholar
von Furstenberg, G., and Jeon, B. N.. “International Stock Price Movements: Links and Messages.” Brookings Papers on Economic Activity, 1 (1989), 125179.CrossRefGoogle Scholar
Wang, J.A Model of Competitive Stock Trading Volume.” Journal of Political Economy, 102 (1994), 127168.CrossRefGoogle Scholar