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Reassessing co-movements among G7 equity markets: evidence from iShares

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  • M. Barari
  • Brian Lucey
  • S. Voronkova

Abstract

iShares funds are products designed to mimic the movements of MSCI stock market indices. Being devoid of problems associated with trading restrictions, exchange-rate fluctuations and non-synchronous trading, iShares data are better suited for measuring equity-market co-movements and the diversification potential than national indices data that have been used by most of the existing studies in the area. Applying recent time-varying methodology for the analysis of short and long-term co-movements, we provide detailed analysis of the dynamics of the equity market linkages over the period 1996-2005. We find evidence of increasing conditional correlations and significant time-varying long-run relationships between the US and the majority of other G7 markets since 2001, as measured by iShares. By contrast, the extent of both short-term and long-term linkages between the US and G7 equity markets is found to be much lower for national indices data. Our findings suggest that (i) the results of the earlier studies based on national stock market indices should be interpreted with caution, since use of national indices data may overestimate the extent of available diversification benefits; (ii) iShares funds do not represent perfect diversification products.

Suggested Citation

  • M. Barari & Brian Lucey & S. Voronkova, 2008. "Reassessing co-movements among G7 equity markets: evidence from iShares," Applied Financial Economics, Taylor & Francis Journals, vol. 18(11), pages 863-877.
  • Handle: RePEc:taf:apfiec:v:18:y:2008:i:11:p:863-877
    DOI: 10.1080/09603100701320186
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    1. Campbell, Sean D. & Diebold, Francis X., 2009. "Stock Returns and Expected Business Conditions: Half a Century of Direct Evidence," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(2), pages 266-278.
    2. Bracker, Kevin & Docking, Diane Scott & Koch, Paul D., 1999. "Economic determinants of evolution in international stock market integration," Journal of Empirical Finance, Elsevier, vol. 6(1), pages 1-27, January.
    3. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    4. Li, Kai & Sarkar, Asani & Wang, Zhenyu, 2003. "Diversification benefits of emerging markets subject to portfolio constraints," Journal of Empirical Finance, Elsevier, vol. 10(1-2), pages 57-80, February.
    5. Fratzscher, Marcel, 2002. "Financial Market Integration in Europe: On the Effects of EMU on Stock Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(3), pages 165-193, July.
    6. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    7. Mr. Ray Yeu-Tien Chou & Mr. Victor Ng & Lynn K. Pi, 1994. "Cointegration of International Stock Market Indices," IMF Working Papers 1994/094, International Monetary Fund.
    8. Osterwald-Lenum, Michael, 1992. "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 461-472, August.
    9. MacKinnon, James G, 1994. "Approximate Asymptotic Distribution Functions for Unit-Root and Cointegration Tests," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(2), pages 167-176, April.
    10. Rangvid, Jesper, 2001. "Increasing convergence among European stock markets?: A recursive common stochastic trends analysis," Economics Letters, Elsevier, vol. 71(3), pages 383-389, June.
    11. James M. Poterba & John B. Shoven, 2002. "Exchange-Traded Funds: A New Investment Option for Taxable Investors," American Economic Review, American Economic Association, vol. 92(2), pages 422-427, May.
    12. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    13. Johnson, Robert & Soenen, Luc, 2003. "Economic integration and stock market comovement in the Americas," Journal of Multinational Financial Management, Elsevier, vol. 13(1), pages 85-100, February.
    14. Maosen Zhong & Hui Yang, 2005. "Risk Exposures and International Diversification: Evidence from iShares," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(3‐4), pages 737-772, April.
    15. Suk-Joong Kim & Fari Moshirian & Eliza Wu, 2018. "Dynamic Stock Market Integration Driven by the European Monetary Union: An Empirical Analysis," World Scientific Book Chapters, in: Information Spillovers and Market Integration in International Finance Empirical Analyses, chapter 10, pages 305-368, World Scientific Publishing Co. Pte. Ltd..
    16. William N. Goetzmann & Lingfeng Li & K. Geert Rouwenhorst, 2005. "Long-Term Global Market Correlations," The Journal of Business, University of Chicago Press, vol. 78(1), pages 1-38, January.
    17. Cheung, Yin-Wong & Lai, Kon S, 1995. "Lag Order and Critical Values of the Augmented Dickey-Fuller Test," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 277-280, July.
    18. Phengpis, Chanwit & Swanson, Peggy E., 2004. "Increasing input information and realistically measuring potential diversification gains from international portfolio investments," Global Finance Journal, Elsevier, vol. 15(2), pages 197-217, August.
    19. Meric, Ilhan & Meric, Gulser, 1989. "Potential gains from international portfolio diversification and inter-temporal stability and seasonality in international stock market relationships," Journal of Banking & Finance, Elsevier, vol. 13(4-5), pages 627-640, September.
    20. Lieven Baele, 2004. "Measuring European Financial Integration," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(4), pages 509-530, Winter.
    21. Gilmore, Claire G. & McManus, Ginette M., 2002. "International portfolio diversification: US and Central European equity markets," Emerging Markets Review, Elsevier, vol. 3(1), pages 69-83, March.
    22. Panton, Don B. & Lessig, V. Parker & Joy, O. Maurice, 1976. "Comovement of International Equity Markets: A Taxonomic Approach," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 11(3), pages 415-432, September.
    23. Arshanapalli, Bala & Doukas, John, 1993. "International stock market linkages: Evidence from the pre- and post-October 1987 period," Journal of Banking & Finance, Elsevier, vol. 17(1), pages 193-208, February.
    24. Henrik Hansen & Søren Johansen, 1999. "Some tests for parameter constancy in cointegrated VAR-models," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 306-333.
    25. Schwebach, Robert G. & Olienyk, John P. & Zumwalt, J. Kenton, 2002. "The impact of financial crises on international diversification," Global Finance Journal, Elsevier, vol. 13(2), pages 147-161.
    26. Anita K. Pennathur & Natalya Delcoure & Dwight Anderson, 2002. "Diversification Benefits of iShares and Closed‐End Country Funds," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 25(4), pages 541-557, December.
    27. Enrique Sentana, 2002. "Did the EMS Reduce the Cost of Capital?," Economic Journal, Royal Economic Society, vol. 112(482), pages 786-809, October.
    28. Durand, Robert B. & Scott, Douglas, 2003. "iShares Australia: a clinical study in international behavioral finance," International Review of Financial Analysis, Elsevier, vol. 12(3), pages 223-239.
    29. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    30. Kasa, Kenneth, 1992. "Common stochastic trends in international stock markets," Journal of Monetary Economics, Elsevier, vol. 29(1), pages 95-124, February.
    31. Cotter, John, 2004. "International equity market integration in a small open economy: Ireland January 1990-December 2000," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 669-685.
    32. Schotman, Peter C. & Zalewska, Anna, 2006. "Non-synchronous trading and testing for market integration in Central European emerging markets," Journal of Empirical Finance, Elsevier, vol. 13(4-5), pages 462-494, October.
    33. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    34. Patrick F. Rowland & Linda L. Tesar, 2004. "Multinationals and the Gains from International Diversification," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(4), pages 789-826, October.
    35. Richards, Anthony J., 1995. "Comovements in national stock market returns: Evidence of predictability, but not cointegration," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 631-654, December.
    36. Kearney, Colm & Lucey, Brian M., 2004. "International equity market integration: Theory, evidence and implications," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 571-583.
    37. Maosen Zhong & Hui Yang, 2005. "Risk Exposures and International Diversification: Evidence from iShares," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(3-4), pages 737-772.
    38. Wahab, Mahmoud & Lashgari, Malek, 1993. "Covariance Stationarity of International Equity Markets Returns: Recent Evidence," The Financial Review, Eastern Finance Association, vol. 28(2), pages 239-260, May.
    39. Roll, Richard, 1992. "Industrial Structure and the Comparative Behavior of International Stock Market Indices," Journal of Finance, American Finance Association, vol. 47(1), pages 3-41, March.
    40. Kearney, Colm & Poti, Valerio, 2006. "Correlation dynamics in European equity markets," Research in International Business and Finance, Elsevier, vol. 20(3), pages 305-321, September.
    41. Bracker, Kevin & Koch, Paul D., 1999. "Economic determinants of the correlation structure across international equity markets," Journal of Economics and Business, Elsevier, vol. 51(6), pages 443-471.
    42. Hasan, Iftekhar & Schmiedel, Heiko, 2004. "Networks and equity market integration: European evidence," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 601-619.
    43. Brada, Josef C. & Kutan, Ali M. & Zhou, Su, 2005. "Real and monetary convergence between the European Union's core and recent member countries: A rolling cointegration approach," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 249-270, January.
    44. Aggarwal, Raj & Kyaw, NyoNyo A., 2005. "Equity market integration in the NAFTA region: Evidence from unit root and cointegration tests," International Review of Financial Analysis, Elsevier, vol. 14(4), pages 393-406.
    45. Olienyk, John P. & Schwebach, Robert G. & Kenton Zumwalt, J., 1999. "WEBS, SPDRs, and country funds: an analysis of international cointegration," Journal of Multinational Financial Management, Elsevier, vol. 9(3-4), pages 217-232, November.
    46. Bachman, Daniel & Choi, Jongmoo Jay & Jeon, Bang Nan & Kopecky, Kenneth J., 1996. "Common factors in international stock prices: Evidence from a cointegration study," International Review of Financial Analysis, Elsevier, vol. 5(1), pages 39-53.
    47. Atteberry, William L. & Swanson, Peggy E., 1997. "Equity market integration: The case of North America," The North American Journal of Economics and Finance, Elsevier, vol. 8(1), pages 23-37.
    48. Garcia Pascual, Antonio, 2003. "Assessing European stock markets (co)integration," Economics Letters, Elsevier, vol. 78(2), pages 197-203, February.
    49. Vinh Vo, Xuan & Daly, Kevin James, 2005. "European equity markets integration--implications for US investors," Research in International Business and Finance, Elsevier, vol. 19(1), pages 155-170, March.
    50. Phengpis, Chanwit & Apilado, Vince P., 2004. "Economic interdependence and common stochastic trends: A comparative analysis between EMU and non-EMU stock markets," International Review of Financial Analysis, Elsevier, vol. 13(3), pages 245-263.
    51. Ratanapakorn, Orawan & Sharma, Subhash C., 2002. "Interrelationships among regional stock indices," Review of Financial Economics, Elsevier, vol. 11(2), pages 91-108.
    52. Longin, Francois & Solnik, Bruno, 1995. "Is the correlation in international equity returns constant: 1960-1990?," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 3-26, February.
    53. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    54. Manning, Neil, 2002. "Common trends and convergence? South East Asian equity markets, 1988-1999," Journal of International Money and Finance, Elsevier, vol. 21(2), pages 183-202, April.
    55. Masih, A. Mansur M. & Masih, Rumi, 2002. "Propagative causal price transmission among international stock markets: evidence from the pre- and postglobalization period," Global Finance Journal, Elsevier, vol. 13(1), pages 63-91.
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