IDEAS home Printed from https://ideas.repec.org/a/eee/intfin/v32y2014icp184-218.html
   My bibliography  Save this article

Is there heterogeneity in financial integration dynamics? Evidence from country and industry emerging market equity indexes

Author

Listed:
  • Donadelli, Michael
  • Paradiso, Antonio

Abstract

This paper examines the dynamics of the financial integration process across equity markets in one global emerging region (Emerging) and three emerging sub-regions (Asia, Eastern Europe, Latin America) over the last two decades. The proportion of total variation in individual excess returns explained by the first principal component serves as a robust measure of integration. Financial integration is measured in the “national equity market” (market) and in ten different “industrial equity markets” (basic materials, consumer goods, consumer services, financials, healthcare, industrials, oil and gas, telecommunications, technology and utilities). We obtain two main results. First, we observe that the level of integration across emerging equity markets in emerging regions is rather low, both at the country and industry level. Second, the shape of the financial integration process is not homogeneous among different industries. Specifically, J-shaped, U-shaped and increasing trends are observed. Overall, our integration numbers and dynamics simultaneously improve portfolio diversification benefits and reduce risk-sharing opportunities. This is supported by a CAPM-based analysis.

Suggested Citation

  • Donadelli, Michael & Paradiso, Antonio, 2014. "Is there heterogeneity in financial integration dynamics? Evidence from country and industry emerging market equity indexes," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 184-218.
  • Handle: RePEc:eee:intfin:v:32:y:2014:i:c:p:184-218
    DOI: 10.1016/j.intfin.2014.06.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1042443114000687
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.intfin.2014.06.003?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Chkili, Walid & Nguyen, Duc Khuong, 2014. "Exchange rate movements and stock market returns in a regime-switching environment: Evidence for BRICS countries," Research in International Business and Finance, Elsevier, vol. 31(C), pages 46-56.
    3. Taimur Baig & Ilan Goldfajn, 1999. "Financial Market Contagion in the Asian Crisis," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-3.
    4. Donadelli, Michael & Prosperi, Lorenzo, 2012. "On the role of liquidity in emerging markets stock prices," Research in Economics, Elsevier, vol. 66(4), pages 320-348.
    5. Geert Bekaert & Campbell R. Harvey & Christian Lundblad, 2007. "Liquidity and Expected Returns: Lessons from Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1783-1831, November.
    6. Donadelli, Michael & Persha, Lauren, 2014. "Understanding emerging market equity risk premia: Industries, governance and macroeconomic policy uncertainty," Research in International Business and Finance, Elsevier, vol. 30(C), pages 284-309.
    7. 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.
    8. Levy, Haim & Sarnat, Marshall, 1970. "International Diversification of Investment Portfolios," American Economic Review, American Economic Association, vol. 60(4), pages 668-675, September.
    9. Jeffrey D. Sachs & Aaron Tornell & Andrés Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1), pages 147-216.
    10. 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.
    11. Michael Donadelli, 2013. "Global integration and emerging stock market excess returns," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 6(2), pages 244-279, September.
    12. Corsetti, Giancarlo & Pericoli, Marcello & Sbracia, Massimo, 2005. "'Some contagion, some interdependence': More pitfalls in tests of financial contagion," Journal of International Money and Finance, Elsevier, vol. 24(8), pages 1177-1199, December.
    13. Russell, Bill & Banerjee, Anindya, 2008. "The long-run Phillips curve and non-stationary inflation," Journal of Macroeconomics, Elsevier, vol. 30(4), pages 1792-1815, December.
    14. Lee, Chien-Chiang & Chen, Mei-Ping & Chang, Chi-Hung, 2013. "Dynamic relationships between industry returns and stock market returns," The North American Journal of Economics and Finance, Elsevier, vol. 26(C), pages 119-144.
    15. Whitney K. Newey & Kenneth D. West, 1994. "Automatic Lag Selection in Covariance Matrix Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 631-653.
    16. Chambet, Anthony & Gibson, Rajna, 2008. "Financial integration, economic instability and trade structure in emerging markets," Journal of International Money and Finance, Elsevier, vol. 27(4), pages 654-675, June.
    17. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    18. 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.
    19. Andrew C. Harvey & Thomas M. Trimbur, 2003. "General Model-Based Filters for Extracting Cycles and Trends in Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 244-255, May.
    20. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    21. Bilson, Christopher M. & Brailsford, Timothy J. & Hooper, Vincent J., 2001. "Selecting macroeconomic variables as explanatory factors of emerging stock market returns," Pacific-Basin Finance Journal, Elsevier, vol. 9(4), pages 401-426, August.
    22. Mr. Fabian Valencia & Mr. Luc Laeven, 2012. "Systemic Banking Crises Database: An Update," IMF Working Papers 2012/163, International Monetary Fund.
    23. Vadym Volosovych, 2013. "Learning about Financial Market Integration from Principal Components Analysis," CESifo Economic Studies, CESifo, vol. 59(2), pages 360-391, June.
    24. 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.
    25. Saleem, Kashif, 2009. "International linkage of the Russian market and the Russian financial crisis: A multivariate GARCH analysis," Research in International Business and Finance, Elsevier, vol. 23(3), pages 243-256, September.
    26. Henry, Peter Blair, 2000. "Do stock market liberalizations cause investment booms?," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 301-334.
    27. Peter Blair Henry, 2000. "Stock Market Liberalization, Economic Reform, and Emerging Market Equity Prices," Journal of Finance, American Finance Association, vol. 55(2), pages 529-564, April.
    28. Salomons, Roelof & Grootveld, Henk, 2003. "The equity risk premium: emerging vs. developed markets," Emerging Markets Review, Elsevier, vol. 4(2), pages 121-144, June.
    29. Geert Bekaert & Campbell Harvey & Christian T. Lundblad, 2003. "Equity market liberalization in emerging markets," Review, Federal Reserve Bank of St. Louis, vol. 85(Jul), pages 53-74.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Dai, Zhifeng & Zhu, Haoyang & Zhang, Xinhua, 2022. "Dynamic spillover effects and portfolio strategies between crude oil, gold and Chinese stock markets related to new energy vehicle," Energy Economics, Elsevier, vol. 109(C).
    2. Suraj Kumar & Krishna Prasanna, 2019. "Global Financial Crisis: Dynamics of Liquidity Risk in Emerging Asia," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 18(3), pages 339-362, December.
    3. Bessler, Wolfgang & Taushanov, Georgi & Wolff, Dominik, 2021. "Optimal asset allocation strategies for international equity portfolios: A comparison of country versus industry optimization," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    4. Billio, M. & Donadelli, M. & Paradiso, A. & Riedel, M., 2017. "Which market integration measure?," Journal of Banking & Finance, Elsevier, vol. 76(C), pages 150-174.
    5. Riki Amir Kusnadi & Romora Edward Sitorus, 2014. "The dynamics of regional economic integration in ASEAN + 3 countries," Asian Journal of Empirical Research, Asian Economic and Social Society, vol. 4(9), pages 439-454, September.
    6. Chen, Yanhua & Li, Youwei & Pantelous, Athanasios A. & Stanley, H. Eugene, 2022. "Short-run disequilibrium adjustment and long-run equilibrium in the international stock markets: A network-based approach," International Review of Financial Analysis, Elsevier, vol. 79(C).
    7. CURATOLA, Giuliano & DONADELLI, Michael & KIZYS, Renatas & RIEDEL, Max, 2016. "Investor Sentiment and Sectoral Stock Returns: Evidence from World Cup Games," Finance Research Letters, Elsevier, vol. 17(C), pages 267-274.
    8. Sakemoto, Ryuta, 2018. "Co-movement between equity and bond markets," International Review of Economics & Finance, Elsevier, vol. 53(C), pages 25-38.
    9. Chun Jiang & Xiaoxin Ma, 2019. "The Impact of Financial Development on Carbon Emissions: A Global Perspective," Sustainability, MDPI, vol. 11(19), pages 1-22, September.
    10. 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.
    11. Cao, Li & Jiang, Junhua & Piljak, Vanja, 2023. "Did mega-regional trade agreements reshuffle the financial influence of the US, China, and Japan in ASEAN? Evidence from the volatility-spillover effects," Research in International Business and Finance, Elsevier, vol. 65(C).
    12. Pavlo Dziuba & Olena Pryiatelchuk & Denys Rusak, 2021. "Equity Markets Risks And Returns: Implications For Global Portfolio Capital Flows During Pandemic And Crisis Periods," Baltic Journal of Economic Studies, Publishing house "Baltija Publishing", vol. 7(3).
    13. Raffaella Calabrese & Claudia Girardone & Alex Sclip, 2021. "Financial fragmentation and SMEs’ access to finance," Small Business Economics, Springer, vol. 57(4), pages 2041-2065, December.
    14. He, Hongbo & Chen, Yiqing & Wan, Hong & Yao, Shujie, 2023. "Possibility versus feasibility: International portfolio diversification under financial liberalization," International Review of Financial Analysis, Elsevier, vol. 87(C).
    15. Rughoo, Aarti & You, Kefei, 2016. "Asian financial integration: Global or regional? Evidence from money and bond markets," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 419-434.
    16. Caporale, Guglielmo Maria & You, Kefei & Chen, Lei, 2019. "Global and regional stock market integration in Asia: A panel convergence approach," International Review of Financial Analysis, Elsevier, vol. 65(C).
    17. Qin, Weiping & Cho, Sungjun & Hyde, Stuart, 2022. "Measuring market integration during crisis periods," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 78(C).
    18. Jian, Zhihong & Li, Xupei, 2021. "Skewness-based market integration: A systemic risk measure across international equity markets," International Review of Financial Analysis, Elsevier, vol. 74(C).
    19. Yao, Shujie & He, Hongbo & Chen, Shou & Ou, Jinghua, 2018. "Financial liberalization and cross-border market integration: Evidence from China's stock market," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 220-245.
    20. Curatola, Giuliano & Donadelli, Michael & Grüning, Patrick, 2015. "Matching the BRIC equity premium: A structural approach," Emerging Markets Review, Elsevier, vol. 22(C), pages 65-75.
    21. Samargandi, Nahla & Kutan, Ali M., 2016. "Private credit spillovers and economic growth: Evidence from BRICS countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 56-84.
    22. Michael Donadelli & Ivan Gufler, 2021. "Consumption smoothing, risk sharing and financial integration," The World Economy, Wiley Blackwell, vol. 44(1), pages 143-187, January.
    23. Mensi, Walid & Vo, Xuan Vinh & Kang, Sang Hoon, 2021. "Time and frequency connectedness and network across the precious metal and stock markets: Evidence from top precious metal importers and exporters," Resources Policy, Elsevier, vol. 72(C).
    24. Biplab Bhattacharjee & Muhammad Shafi & Animesh Acharjee, 2017. "Investigating the Evolution of Linkage Dynamics among Equity Markets Using Network Models and Measures: The Case of Asian Equity Market Integration," Data, MDPI, vol. 2(4), pages 1-28, December.
    25. Silva, Walmir & Kimura, Herbert & Sobreiro, Vinicius Amorim, 2017. "An analysis of the literature on systemic financial risk: A survey," Journal of Financial Stability, Elsevier, vol. 28(C), pages 91-114.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Donadelli, Michael & Persha, Lauren, 2014. "Understanding emerging market equity risk premia: Industries, governance and macroeconomic policy uncertainty," Research in International Business and Finance, Elsevier, vol. 30(C), pages 284-309.
    2. Michael Donadelli, 2013. "Global integration and emerging stock market excess returns," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 6(2), pages 244-279, September.
    3. Michael Donadelli, 2013. "On the Dynamics of Industrial Stock Market Excess Returns," Working Papers CASMEF 1301, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    4. Billio, M. & Donadelli, M. & Paradiso, A. & Riedel, M., 2017. "Which market integration measure?," Journal of Banking & Finance, Elsevier, vol. 76(C), pages 150-174.
    5. Qin, Weiping & Cho, Sungjun & Hyde, Stuart, 2022. "Measuring market integration during crisis periods," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 78(C).
    6. 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".
    7. Marcella Lucchetta & Michael Donadelli, 2012. "Emerging Stock Premia: Do Industries Matter?," Working Papers 2012_22, Department of Economics, University of Venice "Ca' Foscari".
    8. Dennis P. Quinn & Hans-Joachim Voth, 2008. "A Century of Global Equity Market Correlations," American Economic Review, American Economic Association, vol. 98(2), pages 535-540, May.
    9. Voth, Hans-Joachim & Quinn, Dennis, 2008. "Free Flows, Limited Diversification: Explaining the Fall and Rise of Stock Market Correlations, 1890-2001," CEPR Discussion Papers 7013, C.E.P.R. Discussion Papers.
    10. Frankel, Jeffrey, 2010. "Monetary Policy in Emerging Markets," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 25, pages 1439-1520, Elsevier.
    11. Rughoo, Aarti & You, Kefei, 2016. "Asian financial integration: Global or regional? Evidence from money and bond markets," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 419-434.
    12. Bae, Kee-Hong & Ozoguz, Arzu & Tan, Hongping & Wirjanto, Tony S., 2012. "Do foreigners facilitate information transmission in emerging markets?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 209-227.
    13. 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.
    14. He, Hongbo & Chen, Yiqing & Wan, Hong & Yao, Shujie, 2023. "Possibility versus feasibility: International portfolio diversification under financial liberalization," International Review of Financial Analysis, Elsevier, vol. 87(C).
    15. Boamah, Nicholas Addai & Akotey, Joseph Oscar & Aaawaar, Godfred, 2020. "Economic engagement and within emerging markets integration," Research in International Business and Finance, Elsevier, vol. 52(C).
    16. Rebecca Stuart, 2024. "Measuring stock market integration during the Gold Standard," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 18(1), pages 191-220, January.
    17. Dilip Kumar, 2019. "Structural Breaks in Volatility Transmission from Developed Markets to Major Asian Emerging Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 18(2), pages 172-209, August.
    18. Simona Moagăr-Poladian & Dorina Clichici & Cristian-Valeriu Stanciu, 2019. "The Comovement of Exchange Rates and Stock Markets in Central and Eastern Europe," Sustainability, MDPI, vol. 11(14), pages 1-22, July.
    19. Curatola, Giuliano & Donadelli, Michael & Grüning, Patrick, 2015. "Matching the BRIC equity premium: A structural approach," Emerging Markets Review, Elsevier, vol. 22(C), pages 65-75.
    20. Woon Sau Leung & Nicholas Taylor, 2013. "Testing for contagion: the impact of US structured markets on international financial markets," Chapters, in: Adrian R. Bell & Chris Brooks & Marcel Prokopczuk (ed.), Handbook of Research Methods and Applications in Empirical Finance, chapter 11, pages 256-284, Edward Elgar Publishing.

    More about this item

    Keywords

    Financial integration; PCA; Industries; Systemic banking crises;
    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:intfin:v:32:y:2014:i:c:p:184-218. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/intfin .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.