IDEAS home Printed from
MyIDEAS: Log in (now much improved!) to save this paper

A Decomposition of Global Linkages in Financial Markets Over Time

  • Forbes, Kristen
  • Chinn, Menzie David

This paper tests if real and financial linkages between countries can explain why movements in the world's largest markets often have such large effects on other financial markets, and how these cross-market linkages have changed over time. It estimates a factor model in which a country's market returns are determined by: global, sectoral, and cross-country factors (returns in large financial markets), and country-specific effects. Then it uses a new data set on bilateral linkages between the world's 5 largest economies and about 40 other markets to decompose the cross-country factor loadings into: direct trade flows, competition in third markets, bank lending, and foreign direct investment. Estimates suggest that both cross-country and sectoral factors are important determinants of stock and bond returns, and that the U.S. factor has recently gained importance, while the Japanese and U.K. factors have lost importance. From 1996-2000, real and financial linkages became more important determinants of how shocks are transmitted from large economies to other markets. In particular, bilateral trade flows are large and significant determinants of cross-country linkages in both stock and bond markets. Bilateral foreign investment is usually insignificant. Therefore, despite the recent growth in global financial flows, direct trade still appears to be the most important determinant of how movements in the world's largest markets affect financial markets around the globe.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL:
Download Restriction: no

Paper provided by Massachusetts Institute of Technology (MIT), Sloan School of Management in its series Working papers with number 4414-03.

in new window

Date of creation: 14 Mar 2003
Date of revision:
Handle: RePEc:mit:sloanp:1837
Contact details of provider: Postal:

Phone: 617-253-2659
Web page:

More information through EDIRC


References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Kathryn M.E Dominguez & Linda L. Tesar, 2000. "Trade and Exposure," Working Papers 466, Research Seminar in International Economics, University of Michigan.
  2. Hali J. Edison & Francis E. Warnock, 2001. "A simple measure of the intensity of capital controls," International Finance Discussion Papers 708, Board of Governors of the Federal Reserve System (U.S.).
  3. Heathcote, Jonathan & Perri, Fabrizio, 2004. "Financial globalization and real regionalization," Journal of Economic Theory, Elsevier, vol. 119(1), pages 207-243, November.
  4. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Department of Economics Working Papers 2000-02, Department of Economics, Williams College.
  5. Andrew K. Rose, 2002. "Do We Really KNow that the WTO Increases Trade?," Working Papers 182002, Hong Kong Institute for Monetary Research.
  6. Kathryn M.E. Dominguez & Linda L. Tesar, 2001. "Exchange Rate Exposure," NBER Working Papers 8453, National Bureau of Economic Research, Inc.
  7. Jeffrey J. Frankel and Andrew K. Rose., 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," Center for International and Development Economics Research (CIDER) Working Papers C96-062, University of California at Berkeley.
  8. Glick, Reuven & Rose, Andrew K., 1999. "Contagion and trade: Why are currency crises regional?," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 603-617, August.
  9. Riezman, R.G. & Whiteman, C.H., 1991. "World Business Cycles," Working Papers 91-26, University of Iowa, Department of Economics.
  10. Eichengreen, Barry & Rose, Andrew K & Wyplosz, Charles, 1996. "Contagious Currency Crises," CEPR Discussion Papers 1453, C.E.P.R. Discussion Papers.
  11. Ayhan Kose, M. & Otrok, Christopher & Whiteman, Charles H., 2008. "Understanding the evolution of world business cycles," Journal of International Economics, Elsevier, vol. 75(1), pages 110-130, May.
  12. Peek, Joe & Rosengren, Eric S, 1997. "The International Transmission of Financial Shocks: The Case of Japan," American Economic Review, American Economic Association, vol. 87(4), pages 495-505, September.
  13. Barry Eichengreen & Andrew K. Rose, 1999. "Contagious Currency Crises: Channels of Conveyance," NBER Chapters, in: Changes in Exchange Rates in Rapidly Developing Countries: Theory, Practice, and Policy Issues (NBER-EASE volume 7), pages 29-56 National Bureau of Economic Research, Inc.
  14. Graciela Kaminsky & Sergio Schmukler, 2003. "Short-Run Pain, Long-Run Gain: The Effects of Financial Liberalization," NBER Working Papers 9787, National Bureau of Economic Research, Inc.
  15. Takatoshi Ito & Anne O. Krueger, 1999. "Changes in Exchange Rates in Rapidly Developing Countries: Theory, Practice, and Policy Issues (NBER-EASE volume 7)," NBER Books, National Bureau of Economic Research, Inc, number ito_99-1, September.
  16. John M. Griffin & G. Andrew Karolyi, . "Another Look at the Role of the Industrial Structure of Markets for International Diversification Strategies," Research in Financial Economics 9608, Ohio State University.
  17. Van Rijckeghem, Caroline & Weder, Beatrice, 2001. "Sources of contagion: is it finance or trade?," Journal of International Economics, Elsevier, vol. 54(2), pages 293-308, August.
  18. Ilan Goldfajn & Rodrigo O. Valdes, 1997. "Capital Flows and the Twin Crises; The Role of Liquidity," IMF Working Papers 97/87, International Monetary Fund.
  19. Kristin J. Forbes, 2001. "Are Trade Linkages Important Determinants of Country Vulnerability to Crises?," NBER Working Papers 8194, National Bureau of Economic Research, Inc.
  20. Mody, Ashoka & Razin, Assaf & Sadka, Efraim, 2002. "The Role of Information in Driving FDI: Theory and Evidence," CEPR Discussion Papers 3619, C.E.P.R. Discussion Papers.
  21. Brooks, Robin & Del Negro, Marco, 2004. "The rise in comovement across national stock markets: market integration or IT bubble?," Journal of Empirical Finance, Elsevier, vol. 11(5), pages 659-680, December.
  22. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-36, July.
  23. Ranil M Salgado & Luca A Ricci & Francesco Caramazza, 2000. "Trade and Financial Contagion in Currency Crises," IMF Working Papers 00/55, International Monetary Fund.
  24. 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.
  25. 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.
  26. Kathryn M.E. Dominguez & Linda L. Tesar, 2001. "A Re-Examination of Exchange Rate Exposure," NBER Working Papers 8128, National Bureau of Economic Research, Inc.
  27. Menzie D. Chinn & Hiro Ito, 2002. "Capital Account Liberalization, Institutions and Financial Development: Cross Country Evidence," NBER Working Papers 8967, National Bureau of Economic Research, Inc.
  28. Heston, Steven L. & Rouwenhorst, K. Geert, 1994. "Does industrial structure explain the benefits of international diversification?," Journal of Financial Economics, Elsevier, vol. 36(1), pages 3-27, August.
  29. Bekaert, Geert & Harvey, Campbell R., 2002. "Research in emerging markets finance: looking to the future," Emerging Markets Review, Elsevier, vol. 3(4), pages 429-448, December.
  30. International Monetary Fund, 2000. "Spillovers Through Banking Centers; A Panel Data Analysis," IMF Working Papers 00/88, International Monetary Fund.
  31. Karolyi, G. Andrew & Stulz, Rene M., 2003. "Are financial assets priced locally or globally?," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 16, pages 975-1020 Elsevier.
  32. Frankel, Jeffrey A & Rose, Andrew K, 1998. "The Endogeneity of the Optimum Currency Area Criteria," Economic Journal, Royal Economic Society, vol. 108(449), pages 1009-25, July.
  33. Kaminsky, Graciela & Lyons, Richard & Schmukler, Sergio, 2001. "Mutual fund investment in emerging markets - an overview," Policy Research Working Paper Series 2529, The World Bank.
  34. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, 09.
  35. Robin Brooks & Marco Del Negro, 2002. "The Rise in Comovement Across National Stock Markets; Market Integration or Global Bubble?," IMF Working Papers 02/147, International Monetary Fund.
  36. Kristin Forbes, 2000. "The Asian Flu and Russian Virus: Firm-level Evidence on How Crises are Transmitted Internationally," NBER Working Papers 7807, National Bureau of Economic Research, Inc.
  37. Robin Brooks & Marco Del Negro, 2002. "International diversification strategies," FRB Atlanta Working Paper 2002-23, Federal Reserve Bank of Atlanta.
  38. Pantula, Sastry G & Gonzalez-Farias, Graciela & Fuller, Wayne A, 1994. "A Comparison of Unit-Root Test Criteria," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(4), pages 449-59, October.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:mit:sloanp:1837. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Christian Zimmermann)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.