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Network structure and risk-adjusted return approach to stock indices integration: A study on Asia-Pacific countries

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  • Rahman, Molla Ramizur
  • Misra, Arun Kumar
  • Lucey, Brian M.
  • Mohapatra, Sabyasachi
  • Kumar, Satish

Abstract

The study attempts to examine the stock market integration for Asia-Pacific countries using networks and forms Risk Adjusted Differential Return (RADR) and Benchmark Indices Network (BIN) indices. The RADR index is higher during the Global Financial Crisis (GFC), indicating a higher level of integration. The inter-country network structure is designed where network parameters are capable of explaining stock market integration. Network parameters are higher during the GFC and are used to form a network index - BIN. This study concludes BIN to be a better measure than RADR, as network parameters are independent of differential index return.

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  • Rahman, Molla Ramizur & Misra, Arun Kumar & Lucey, Brian M. & Mohapatra, Sabyasachi & Kumar, Satish, 2023. "Network structure and risk-adjusted return approach to stock indices integration: A study on Asia-Pacific countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 87(C).
  • Handle: RePEc:eee:intfin:v:87:y:2023:i:c:s1042443123000872
    DOI: 10.1016/j.intfin.2023.101819
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    1. Yarovaya, Larisa & Brzeszczyński, Janusz & Goodell, John W. & Lucey, Brian & Lau, Chi Keung Marco, 2022. "Rethinking financial contagion: Information transmission mechanism during the COVID-19 pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    2. Chowdhury, Biplob & Dungey, Mardi & Kangogo, Moses & Sayeed, Mohammad Abu & Volkov, Vladimir, 2019. "The changing network of financial market linkages: The Asian experience," International Review of Financial Analysis, Elsevier, vol. 64(C), pages 71-92.
    3. 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..
    4. Robert Johnson & Luc Soenen, 2002. "Asian Economic Integration and Stock Market Comovement," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 25(1), pages 141-157, March.
    5. repec:bla:jcmkts:v:48:y:2010:i::p:641-660 is not listed on IDEAS
    6. Narayan, S. & Sriananthakumar, S. & Islam, S.Z., 2014. "Stock market integration of emerging Asian economies: Patterns and causes," Economic Modelling, Elsevier, vol. 39(C), pages 19-31.
    7. Gilmore, Claire G. & Lucey, Brian M. & Boscia, Marian W., 2010. "Comovements in government bond markets: A minimum spanning tree analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(21), pages 4875-4886.
    8. Malliaropulos, Dimitrios, 1998. "International stock return differentials and real exchange rate changes," Journal of International Money and Finance, Elsevier, vol. 17(3), pages 493-511, June.
    9. Z. Wang & J. Yang & D. A. Bessler, 2003. "Financial crisis and African stock market integration," Applied Economics Letters, Taylor & Francis Journals, vol. 10(9), pages 527-533.
    10. 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.
    11. 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.
    12. Gregory Birg & Brian M. Lucey, 2006. "Integration of smaller European equity markets: a time-varying integration score analysis," Applied Financial Economics Letters, Taylor & Francis Journals, vol. 2(6), pages 395-400.
    13. Chelley-Steeley, Patricia, 2004. "Equity market integration in the Asia-Pacific region: A smooth transition analysis," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 621-632.
    14. Aswini Kumar Mishra & Anand Theertha & Isha Mahesh Amoncar & Manogna R L, 2022. "Equity market integration in emerging economies: a network visualization approach," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 50(4), pages 696-717, June.
    15. Kearney, Colm & Muckley, Cal, 2007. "Reassessing the evidence of an emerging yen block in North and Southeast Asia," International Review of Economics & Finance, Elsevier, vol. 16(2), pages 255-271.
    16. 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.
    17. Thomas Lagoarde-Segot & Brian M. Lucey, 2006. "Equity Markets and Economic Development: What Do We Know," The Institute for International Integration Studies Discussion Paper Series iiisdp182, IIIS.
    18. Coelho, Ricardo & Gilmore, Claire G. & Lucey, Brian & Richmond, Peter & Hutzler, Stefan, 2007. "The evolution of interdependence in world equity markets—Evidence from minimum spanning trees," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 376(C), pages 455-466.
    19. Sanjay Sehgal & Piyush Pandey & Florent Deisting, 2018. "Stock Market Integration Dynamics and its Determinants in the East Asian Economic Community Region," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 16(2), pages 389-425, June.
    20. Wu, Fei, 2020. "Stock market integration in East and Southeast Asia: The role of global factors," International Review of Financial Analysis, Elsevier, vol. 67(C).
    21. Raj Aggarwal & Brian Lucey & Cal Muckley, 2010. "Dynamics of Equity Market Integration in Europe: Impact of Political Economy Events," Journal of Common Market Studies, Wiley Blackwell, vol. 48(3), pages 641-660, June.
    22. Li, Hong & Majerowska, Ewa, 2008. "Testing stock market linkages for Poland and Hungary: A multivariate GARCH approach," Research in International Business and Finance, Elsevier, vol. 22(3), pages 247-266, September.
    23. Jian Yang & James Kolari & Insik Min, 2003. "Stock market integration and financial crises: the case of Asia," Applied Financial Economics, Taylor & Francis Journals, vol. 13(7), pages 477-486.
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    Cited by:

    1. Banerjee, Ameet Kumar & Sensoy, Ahmet & Rahman, Molla Ramizur & Palma, Alessia, 2024. "Commonality in volatility among green, brown, and sustainable energy indices," Finance Research Letters, Elsevier, vol. 64(C).
    2. Rahman, Molla Ramizur & Naeem, Muhammad Abubakr & Yarovaya, Larisa & Mohapatra, Sabyasachi, 2024. "Unravelling systemic risk commonality across cryptocurrency groups," Finance Research Letters, Elsevier, vol. 65(C).
    3. Rahman, Molla Ramizur & Misra, Arun Kumar & Kumar, Satish, 2024. "A financial supply chain on corporate working capital and interbank lines of credit," International Review of Financial Analysis, Elsevier, vol. 91(C).
    4. Pistolesi, Francesco & Teti, Emanuele, 2024. "Shedding light on the relationship between ESG ratings and systematic risk," Finance Research Letters, Elsevier, vol. 60(C).

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    More about this item

    Keywords

    Stock-market integration; Asia-Pacific region; Network structure; Differential return;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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