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Measuring Financial Integration: Lessons from the Correlation

Author

Listed:
  • Monica Billio

    (Department of Economics, University Of Venice C� Foscari)

  • Michael Donadelli

    (Research Center SAFE, Goethe University Frankfurt)

  • Antonio Paradiso

    (Department of Economics, University Of Venice C� Foscari)

  • Max Riedel

    (Research Center SAFE, Goethe University Frankfurt)

Abstract

This paper evaluates and compares the dynamics of the financial integration process as described by di?erent empirical approaches. To this end, a wide range of methods accounting for several dimensions of integration and a novel evaluation scheme � based on the positive association between financial integration and real exchange rate volatility � are employed. Using monthly equity market data running from April 1985 to December 2014 for two groups of countries, we find that (i) the degree of heterogeneity among the patterns generated by the proposed set of financial integration measures is rather low and (ii) the standard unconditional correlation � on average � captures equity market integration rather well and performs � in the worst case � as more sophisticated integration measures.

Suggested Citation

  • Monica Billio & Michael Donadelli & Antonio Paradiso & Max Riedel, 2015. "Measuring Financial Integration: Lessons from the Correlation," Working Papers 2015:23, Department of Economics, University of Venice "Ca' Foscari".
  • Handle: RePEc:ven:wpaper:2015:23
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    as
    1. Paolo Mauro & Nathan Sussman & Yishay Yafeh, 2002. "Emerging Market Spreads: Then versus Now," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 695-733.
    2. Morana, Claudio & Beltratti, Andrea, 2008. "Comovements in international stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(1), pages 31-45, February.
    3. Gourio, François & Siemer, Michael & Verdelhan, Adrien, 2013. "International risk cycles," Journal of International Economics, Elsevier, vol. 89(2), pages 471-484.
    4. Pukthuanthong, Kuntara & Roll, Richard, 2009. "Global market integration: An alternative measure and its application," Journal of Financial Economics, Elsevier, vol. 94(2), pages 214-232, November.
    5. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    6. Gupta, Rakesh & Guidi, Francesco, 2012. "Cointegration relationship and time varying co-movements among Indian and Asian developed stock markets," International Review of Financial Analysis, Elsevier, vol. 21(C), pages 10-22.
    7. Stelios D. Bekiros, 2013. "Decoupling and the Spillover Effects of the US Financial Crisis: Evidence from the BRIC Markets," Working Paper series 21_13, Rimini Centre for Economic Analysis.
    8. Vadym Volosovych, 2013. "Learning about Financial Market Integration from Principal Components Analysis," CESifo Economic Studies, CESifo Group, vol. 59(2), pages 360-391, June.
    9. Horvath, Roman & Petrovski, Dragan, 2013. "International stock market integration: Central and South Eastern Europe compared," Economic Systems, Elsevier, vol. 37(1), pages 81-91.
    10. 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.
    11. Suzuki, Yui, 2014. "Financial integration and consumption risk sharing and smoothing," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 585-598.
    12. Chiang, Thomas C. & Jeon, Bang Nam & Li, Huimin, 2007. "Dynamic correlation analysis of financial contagion: Evidence from Asian markets," Journal of International Money and Finance, Elsevier, vol. 26(7), pages 1206-1228, November.
    13. Volosovych, Vadym, 2011. "Measuring financial market integration over the long run: Is there a U-shape?," Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1535-1561.
    14. Suk-Joong Kim & Fari Moshirian & Eliza Wu, 2018. "Evolution of International Stock and Bond Market Integration: Influence of the European Monetary Union," World Scientific Book Chapters, in: Information Spillovers and Market Integration in International Finance Empirical Analyses, chapter 12, pages 391-428, World Scientific Publishing Co. Pte. Ltd..
    15. 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.
    16. 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.
    17. Hilliard, Jimmy E, 1979. "The Relationship between Equity Indices on World Exchanges," Journal of Finance, American Finance Association, vol. 34(1), pages 103-114, March.
    18. De Santis, Giorgio & Gerard, Bruno, 1998. "How big is the premium for currency risk?," Journal of Financial Economics, Elsevier, vol. 49(3), pages 375-412, September.
    19. Geert Bekaert & Robert J. Hodrick & Xiaoyan Zhang, 2009. "International Stock Return Comovements," Journal of Finance, American Finance Association, vol. 64(6), pages 2591-2626, December.
    20. Balázs Égert & Evžen Kočenda, 2011. "Time-varying synchronization of European stock markets," Empirical Economics, Springer, vol. 40(2), pages 393-407, April.
    21. Abad, Pilar & Chuliá, Helena & Gómez-Puig, Marta, 2010. "EMU and European government bond market integration," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2851-2860, December.
    22. de Jong, Frank & de Roon, Frans A., 2005. "Time-varying market integration and expected returns in emerging markets," Journal of Financial Economics, Elsevier, vol. 78(3), pages 583-613, December.
    23. Guglielmo Maria Caporale & Nicola Spagnolo, 2011. "Stock Market Integration between Three CEECs, Russia, and the UK," Review of International Economics, Wiley Blackwell, vol. 19(1), pages 158-169, February.
    24. Caporale, Guglielmo Maria & Donadelli, Michael & Varani, Alessia, 2015. "International capital markets structure, preferences and puzzles: A “US–China World”," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 36(C), pages 85-99.
    25. 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.
    26. Barr, David G. & Priestley, Richard, 2004. "Expected returns, risk and the integration of international bond markets," Journal of International Money and Finance, Elsevier, vol. 23(1), pages 71-97, February.
    27. Khalid, Ahmed M. & Kawai, Masahiro, 2003. "Was financial market contagion the source of economic crisis in Asia?: Evidence using a multivariate VAR model," Journal of Asian Economics, Elsevier, vol. 14(1), pages 131-156, February.
    28. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    29. Olivier Blanchard & Giovanni Dell’Ariccia & Paolo Mauro, 2010. "Rethinking Macroeconomic Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 199-215, September.
    30. Ping Wang & Tomoe Moore, 2008. "Stock Market Integration For The Transition Economies: Time‐Varying Conditional Correlation Approach," Manchester School, University of Manchester, vol. 76(s1), pages 116-133, September.
    31. Donadelli, Michael & Paradiso, Antonio, 2014. "Does financial integration affect real exchange rate volatility and cross-country equity market returns correlation?," The North American Journal of Economics and Finance, Elsevier, vol. 28(C), pages 206-220.
    32. Elyas Elyasiani & Wanli Zhao, 2008. "International interdependence of an emerging market: the case of Iran," Applied Economics, Taylor & Francis Journals, vol. 40(4), pages 395-412.
    33. Jayasinghe, Prabhath & Tsui, Albert K. & Zhang, Zhaoyong, 2014. "New estimates of time-varying currency betas: A trivariate BEKK approach," Economic Modelling, Elsevier, vol. 42(C), pages 128-139.
    34. Connolly, Robert A. & Stivers, Chris & Sun, Licheng, 2007. "Commonality in the time-variation of stock-stock and stock-bond return comovements," Journal of Financial Markets, Elsevier, vol. 10(2), pages 192-218, May.
    35. 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.
    36. Ramchand, Latha & Susmel, Raul, 1998. "Volatility and cross correlation across major stock markets," Journal of Empirical Finance, Elsevier, vol. 5(4), pages 397-416, October.
    37. Riccardo Colacito & Mariano M. Croce, 2010. "The Short and Long Run Benefits of Financial Integration," American Economic Review, American Economic Association, vol. 100(2), pages 527-531, May.
    38. Bekiros, Stelios D., 2014. "Contagion, decoupling and the spillover effects of the US financial crisis: Evidence from the BRIC markets," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 58-69.
    39. Billio, Monica & Pelizzon, Loriana, 2003. "Contagion and interdependence in stock markets: Have they been misdiagnosed?," Journal of Economics and Business, Elsevier, vol. 55(5-6), pages 405-426.
    40. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
    41. Olivier Blanchard & Giovanni Dell'Ariccia & Paolo Mauro, 2010. "Rethinking Macroeconomic Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 199-215, September.
    42. Christian Gayer, 2007. "A fresh look at business cycle synchronisation in the euro area," European Economy - Economic Papers 2008 - 2015 287, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    43. Garcia Pascual, Antonio, 2003. "Assessing European stock markets (co)integration," Economics Letters, Elsevier, vol. 78(2), pages 197-203, February.
    44. Carrieri, Francesca & Errunza, Vihang & Hogan, Ked, 2007. "Characterizing World Market Integration through Time," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(4), pages 915-940, December.
    45. Yu, Changhua, 2015. "Evaluating international financial integration in a center-periphery economy," Journal of International Economics, Elsevier, vol. 95(1), pages 129-144.
    46. Laopodis, Nikiforos T., 2011. "Equity prices and macroeconomic fundamentals: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(2), pages 247-276, April.
    47. Jayasuriya, Shamila A., 2011. "Stock market correlations between China and its emerging market neighbors," Emerging Markets Review, Elsevier, vol. 12(4), pages 418-431.
    48. Tullio Jappelli & Luigi Pistaferri, 2011. "Financial Integration and Consumption Smoothing," Economic Journal, Royal Economic Society, vol. 121(553), pages 678-706, June.
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    Cited by:

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    2. Nardo, M. & Ossola, E. & Papanagiotou, E., 2022. "Financial integration in the EU28 equity markets: Measures and drivers," Journal of Financial Markets, Elsevier, vol. 57(C).
    3. Edson Z. Monte & Lucas B. Defanti, 2021. "Dynamic Interdependence and Volatility Transmission from the American to the Brazilian Stock Market," EERI Research Paper Series EERI RP 2021/09, Economics and Econometrics Research Institute (EERI), Brussels.
    4. Edson Zambon Monte & Renzo Caliman Souza & Ricardo Ramalhe Moreira, 2023. "Interrelationships Between the Brazilian Financial Market and Foreign Financial Markets: New Evidence During and After the Subprime Crisis," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 15(5), pages 1-37, May.

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    More about this item

    Keywords

    Equity market integration; dynamic correlation; principal components; RER volatility?;
    All these keywords.

    JEL classification:

    • F15 - International Economics - - Trade - - - Economic Integration
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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