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Time-varying bond market integration and the impact of financial crises

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  • Qin, Weiping
  • Cho, Sungjun
  • Hyde, Stuart

Abstract

This paper studies the dynamics of market integration in government bond markets. We utilise a new approach based on Pukthuanthong and Roll (2009) to investigate time-varying integration in 38 markets. We explore the impact of crisis periods, alongside differences in sample length, region, development and whether EMU and EU markets show obvious different integration from non-EU markets. Finally, we examine the effects of bonds' maturities on market integration. Considering the effects of factor heteroscedasticity and contagion during crisis periods, adjusted market integration is notably higher than implied by the Pukthuanthong and Roll (2009) measure. Developed markets experience increasing market integration over time, more than emerging markets. Most emerging markets provide little evidence of greater market integration. The EMU markets become almost fully integrated after the introduction of the Euro. Market integration also increases with maturity.

Suggested Citation

  • Qin, Weiping & Cho, Sungjun & Hyde, Stuart, 2023. "Time-varying bond market integration and the impact of financial crises," International Review of Financial Analysis, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:finana:v:90:y:2023:i:c:s1057521923004258
    DOI: 10.1016/j.irfa.2023.102909
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    1. Antonakakis, Nikolaos & Christou, Christina & Cunado, Juncal & Gupta, Rangan, 2017. "Convergence patterns in sovereign bond yield spreads: Evidence from the Euro Area," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 49(C), pages 129-139.
    2. Geert Bekaert & Michael Ehrmann & Marcel Fratzscher & Arnaud Mehl, 2014. "The Global Crisis and Equity Market Contagion," Journal of Finance, American Finance Association, vol. 69(6), pages 2597-2649, December.
    3. 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).
    4. Valerio Filoso, Valerio & Panico, Carlo & Papagni, Erasmo & Francesco, Purificato & Vázquez Suarez, Marta, 2016. "Causes and timing of the European debt crisis: An econometric evaluation," MPRA Paper 75847, University Library of Munich, Germany.
    5. Ines Chaieb & Vihang Errunza & Rajna Gibson Brandon & Andrew Karolyi, 2020. "Measuring Sovereign Bond Market Integration," The Review of Financial Studies, Society for Financial Studies, vol. 33(8), pages 3446-3491.
    6. Peter Christoffersen & Vihang Errunza & Kris Jacobs & Hugues Langlois, 2012. "Is the Potential for International Diversification Disappearing? A Dynamic Copula Approach," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3711-3751.
    7. Berger, Dave & Pukthuanthong, Kuntara & Jimmy Yang, J., 2011. "International diversification with frontier markets," Journal of Financial Economics, Elsevier, vol. 101(1), pages 227-242, July.
    8. Diebold, Francis X. & Li, Canlin & Yue, Vivian Z., 2008. "Global yield curve dynamics and interactions: A dynamic Nelson-Siegel approach," Journal of Econometrics, Elsevier, vol. 146(2), pages 351-363, October.
    9. 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.
    10. 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).
    11. Billio, M. & Donadelli, M. & Paradiso, A. & Riedel, M., 2017. "Which market integration measure?," Journal of Banking & Finance, Elsevier, vol. 76(C), pages 150-174.
    12. Alain Kabundi & Anmar Pretorius, 2014. "Dynamic Integration of Emerging Market Bond Yields into the Global Bond Market," Working Papers 436, Economic Research Southern Africa.
    13. Umar, Zaghum & Riaz, Yasir & Aharon, David Y., 2022. "Network connectedness dynamics of the yield curve of G7 countries," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 275-288.
    14. Jotikasthira, Chotibhak & Le, Anh & Lundblad, Christian, 2015. "Why do term structures in different currencies co-move?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 58-83.
    15. Krista Schwarz, 2019. "Mind the Gap: Disentangling Credit and Liquidity in Risk Spreads," Review of Finance, European Finance Association, vol. 23(3), pages 557-597.
    16. Kumar, Manmohan S. & Okimoto, Tatsuyoshi, 2011. "Dynamics of international integration of government securities' markets," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 142-154, January.
    17. David Gabauer & Sowmya Subramaniam & Rangan Gupta, 2022. "On the transmission mechanism of Asia‐Pacific yield curve characteristics," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 473-488, January.
    18. Yang, Jian, 2005. "International bond market linkages: a structural VAR analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(1), pages 39-54, January.
    19. Cagliesi, Gabriella & Guidi, Francesco, 2021. "A three-tiered nested analytical approach to financial integration: The case of emerging and frontier equity markets," International Review of Financial Analysis, Elsevier, vol. 74(C).
    20. Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005. "Market Integration and Contagion," The Journal of Business, University of Chicago Press, vol. 78(1), pages 39-70, January.
    21. Cyn‐Young PARK & Jong‐Wha LEE, 2011. "Financial Integration in Emerging Asia: Challenges and Prospects," Asian Economic Policy Review, Japan Center for Economic Research, vol. 6(2), pages 176-198, December.
    22. Michael Ehrmann & Marcel Fratzscher & Refet S Güürkaynak & Eric T Swanson, 2011. "Convergence and Anchoring of Yield Curves in the Euro Area," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 350-364, February.
    23. Dimic, Nebojsa & Piljak, Vanja & Swinkels, Laurens & Vulanovic, Milos, 2021. "The structure and degree of dependence in government bond markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
    24. Ilmanen, Antti, 1995. "Time-Varying Expected Returns in International Bond Markets," Journal of Finance, American Finance Association, vol. 50(2), pages 481-506, June.
    25. Errunza, Vihang & Losq, Etienne, 1985. "International Asset Pricing under Mild Segmentation: Theory and Test," Journal of Finance, American Finance Association, vol. 40(1), pages 105-124, March.
    26. von Hagen, Jürgen & Schuknecht, Ludger & Wolswijk, Guido, 2011. "Government bond risk premiums in the EU revisited: The impact of the financial crisis," European Journal of Political Economy, Elsevier, vol. 27(1), pages 36-43, March.
    27. Bernoth, Kerstin & von Hagen, Jürgen & Schuknecht, Ludger, 2012. "Sovereign risk premiums in the European government bond market," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 975-995.
    28. Yarovaya, Larisa & Brzeszczyński, Janusz & Lau, Chi Keung Marco, 2016. "Intra- and inter-regional return and volatility spillovers across emerging and developed markets: Evidence from stock indices and stock index futures," International Review of Financial Analysis, Elsevier, vol. 43(C), pages 96-114.
    29. Lorenzo Codogno & Carlo Favero & Alessandro Missale, 2003. "Yield spreads on EMU government bonds [‘Fiscal policy events and interest rate swap spreads: some evidence from the EU’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(37), pages 503-532.
    30. Akbari, Amir & Ng, Lilian & Solnik, Bruno, 2020. "Emerging Markets Are Catching Up: Economic or Financial Integration? - CORRIGENDUM," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(7), pages 2429-2429, November.
    31. Alois Geyer & Stephan Kossmeier & Stefan Pichler, 2004. "Measuring Systematic Risk in EMU Government Yield Spreads," Review of Finance, European Finance Association, vol. 8(2), pages 171-197.
    32. Lucey, Brian M. & Steeley, James, 2006. "Measuring and assessing the effects and extent of international bond market integration," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 16(1), pages 1-3, February.
    33. Bunda, Irina & Hamann, A. Javier & Lall, Subir, 2009. "Correlations in emerging market bonds: The role of local and global factors," Emerging Markets Review, Elsevier, vol. 10(2), pages 67-96, June.
    34. Bekaert, Geert & Harvey, Campbell R, 1995. "Time-Varying World Market Integration," Journal of Finance, American Finance Association, vol. 50(2), pages 403-444, June.
    35. Francesca Carrieri & Ines Chaieb & Vihang Errunza, 2013. "Do Implicit Barriers Matter for Globalization?," The Review of Financial Studies, Society for Financial Studies, vol. 26(7), pages 1694-1739.
    36. repec:ipg:wpaper:2014-444 is not listed on IDEAS
    37. Pilar Abad & Helena Chuliá & Marta Gómez†Puig, 2014. "Time†varying Integration in European Government Bond Markets," European Financial Management, European Financial Management Association, vol. 20(2), pages 270-290, March.
    38. Sibbertsen, Philipp & Wegener, Christoph & Basse, Tobias, 2014. "Testing for a break in the persistence in yield spreads of EMU government bonds," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 109-118.
    39. 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.
    40. 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).
    41. Mardi Dungey & Vance L Martin & Adrian R Pagan, 2000. "A multivariate latent factor decomposition of international bond yield spreads," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 697-715.
    42. Abid, Ilyes & Kaabia, Olfa & Guesmi, Khaled, 2014. "Stock market integration and risk premium: Empirical evidence for emerging economies of South Asia," Economic Modelling, Elsevier, vol. 37(C), pages 408-416.
    43. Errunza, Vihang & Losq, Etienne & Padmanabhan, Prasad, 1992. "Tests of integration, mild segmentation and segmentation hypotheses," Journal of Banking & Finance, Elsevier, vol. 16(5), pages 949-972, September.
    44. Rigobon, Roberto, 2003. "On the measurement of the international propagation of shocks: is the transmission stable?," Journal of International Economics, Elsevier, vol. 61(2), pages 261-283, December.
    45. repec:oup:ecpoli:v:18:y:2003:i:37:p:503-532 is not listed on IDEAS
    46. Heikki Lehkonen, 2015. "Stock Market Integration and the Global Financial Crisis," Review of Finance, European Finance Association, vol. 19(5), pages 2039-2094.
    47. Abakah, Emmanuel Joel Aikins & Addo, Emmanuel & Gil-Alana, Luis A. & Tiwari, Aviral Kumar, 2021. "Re-examination of international bond market dependence: Evidence from a pair copula approach," International Review of Financial Analysis, Elsevier, vol. 74(C).
    48. Perignon, Christophe & Smith, Daniel R. & Villa, Christophe, 2007. "Why common factors in international bond returns are not so common," Journal of International Money and Finance, Elsevier, vol. 26(2), pages 284-304, March.
    49. Berger, Dave & Pukthuanthong, Kuntara, 2012. "Market fragility and international market crashes," Journal of Financial Economics, Elsevier, vol. 105(3), pages 565-580.
    50. 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.
    51. Alois Geyer & Stephan Kossmeier & Stefan Pichler, 2004. "Measuring Systematic Risk in EMU Government Yield Spreads," Review of Finance, Springer, vol. 8(2), pages 171-197.
    52. Jamel Boukhatem & Zied Ftiti & Jean Michel Sahut, 2021. "Bond market and macroeconomic stability in East Asia: a nonlinear causality analysis," Annals of Operations Research, Springer, vol. 297(1), pages 53-76, February.
    53. Barry Eichengreen & Yung Chul Park, 2005. "Financial Liberalization and Capital Market Integration in East Asia," Chapters, in: Yung Chul Park & Takatoshi Ito & Yunjong Wang (ed.), A New Financial Market Structure for East Asia, chapter 3, Edward Elgar Publishing.
    54. 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.
    55. 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.
    56. 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.
    57. Andrea Cipollini & Jerry Coakley & Hyunchul Lee, 2015. "The European sovereign debt market: from integration to segmentation," The European Journal of Finance, Taylor & Francis Journals, vol. 21(2), pages 111-128, January.
    58. Lucey, Brian M. & Vigne, Samuel A. & Ballester, Laura & Barbopoulos, Leonidas & Brzeszczynski, Janusz & Carchano, Oscar & Dimic, Nebojsa & Fernandez, Viviana & Gogolin, Fabian & González-Urteaga, Ana , 2018. "Future directions in international financial integration research - A crowdsourced perspective," International Review of Financial Analysis, Elsevier, vol. 55(C), pages 35-49.
    59. Mobarek, Asma & Muradoglu, Gulnur & Mollah, Sabur & Hou, Ai Jun, 2016. "Determinants of time varying co-movements among international stock markets during crisis and non-crisis periods," Journal of Financial Stability, Elsevier, vol. 24(C), pages 1-11.
    60. Simone Manganelli & Guido Wolswijk, 2009. "What drives spreads in the euro area government bond market? [‘What “hides” behind sovereign debt ratings?’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 24(58), pages 191-240.
    61. Tsukuda, Yoshihiko & Shimada, Junji & Miyakoshi, Tatsuyoshi, 2017. "Bond market integration in East Asia: Multivariate GARCH with dynamic conditional correlations approach," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 193-213.
    62. Tullio Jappelli & Luigi Pistaferri, 2011. "Financial Integration and Consumption Smoothing," Economic Journal, Royal Economic Society, vol. 121(553), pages 678-706, June.
    63. Akbari, Amir & Ng, Lilian & Solnik, Bruno, 2020. "Emerging Markets Are Catching Up: Economic or Financial Integration?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(7), pages 2270-2303, November.
    64. Pozzi, Lorenzo & Wolswijk, Guido, 2012. "The time-varying integration of euro area government bond markets," European Economic Review, Elsevier, vol. 56(1), pages 36-53.
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    More about this item

    Keywords

    Bond market integration; Financial crisis; Contagion; EMU;
    All these keywords.

    JEL classification:

    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • G01 - Financial Economics - - General - - - Financial Crises
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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