IDEAS home Printed from https://ideas.repec.org/a/bdy/modfin/v1y2023i1p30-34id6.html
   My bibliography  Save this article

Extreme risk spillovers between China and major international stock markets

Author

Listed:
  • Lingling Qian
  • Yuexiang Jiang
  • Huaigang Long

Abstract

We examine the complex dependence structure and risk spillovers between the Chinese stock market and twelve major international markets. To this end, we employ three types of vine copulas and tests for the Granger causality in risk of Hong et al. (2009). The results indicate that the R-vine copula is the optimal model to characterize the high-dimensional dependence structure of the markets after China joined the WTO, which suggests obvious structural differences with varying degrees of mainly positive dependences. Moreover, we identify unilateral extreme risk spillovers from China to the United States, France, and Germany, and either from Japan to China. We also detect bilateral spillovers between China and the United States, Japan, as well as Australia.

Suggested Citation

  • Lingling Qian & Yuexiang Jiang & Huaigang Long, 2023. "Extreme risk spillovers between China and major international stock markets," Modern Finance, Modern Finance Institute, vol. 1(1), pages 30-34.
  • Handle: RePEc:bdy:modfin:v:1:y:2023:i:1:p:30-34:id:6
    as

    Download full text from publisher

    File URL: https://mf-journal.com/article/view/6/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Jon Wongswan, 2006. "Transmission of Information across International Equity Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1157-1189.
    4. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    5. Tavares, José, 2009. "Economic integration and the comovement of stock returns," Economics Letters, Elsevier, vol. 103(2), pages 65-67, May.
    6. Pretorius, Elna, 2002. "Economic determinants of emerging stock market interdependence," Emerging Markets Review, Elsevier, vol. 3(1), pages 84-105, March.
    7. Vithessonthi, Chaiporn & Kumarasinghe, Sriyalatha, 2016. "Financial development, international trade integration, and stock market integration: Evidence from Asia," Journal of Multinational Financial Management, Elsevier, vol. 35(C), pages 79-92.
    8. Andrew J. Patton, 2006. "Estimation of multivariate models for time series of possibly different lengths," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(2), pages 147-173, March.
    9. 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.
    10. Sudharshan Reddy Paramati & Eduardo Roca & Rakesh Gupta, 2016. "Economic integration and stock market dynamic linkages: evidence in the context of Australia and Asia," Applied Economics, Taylor & Francis Journals, vol. 48(44), pages 4210-4226, September.
    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. Maashele Kholofelo Metwane & Daniel Maposa, 2023. "Extreme Value Theory Modelling of the Behaviour of Johannesburg Stock Exchange Financial Market Data," IJFS, MDPI, vol. 11(4), pages 1-27, November.
    2. Humphred Watard & Saidou Baba Oumar & Nkiendem Felix, 2024. "Volatility spillover effect analysis of African emerging stock exchange markets: 2018–2023," SN Business & Economics, Springer, vol. 4(10), pages 1-30, October.
    3. Ren, Xiaohang & Xiao, Ya & Duan, Kun & Urquhart, Andrew, 2024. "Spillover effects between fossil energy and green markets: Evidence from informational inefficiency," Energy Economics, Elsevier, vol. 131(C).
    4. Okorie, David Iheke & Bouri, Elie & Mazur, Mieszko, 2024. "NFTs versus conventional cryptocurrencies: A comparative analysis of market efficiency around COVID-19 and the Russia-Ukraine conflict," The Quarterly Review of Economics and Finance, Elsevier, vol. 95(C), pages 126-151.
    5. Yoochan Kim & Erkan Topal & Apurna Kumar Ghosh & Mohammad Waqar Ali Asad, 2024. "Investor Behavior in Gold, US Dollars and Cryptocurrency during Global Pandemics," Economies, MDPI, vol. 12(3), pages 1-15, March.

    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. Lingling Qian & Yuexiang Jiang & Huaigang Long, 2023. "What drives the dependence between the Chinese and global stock markets?," Modern Finance, Modern Finance Institute, vol. 1(1), pages 12-16.
    2. Ahmed Shafique Joyo & Lin Lefen, 2019. "Stock Market Integration of Pakistan with Its Trading Partners: A Multivariate DCC-GARCH Model Approach," Sustainability, MDPI, vol. 11(2), pages 1-23, January.
    3. Sei‐Wan Kim & Moon Jung Choi & Young‐Min Kim, 2019. "Does Intra‐regional Trade Matter in Regional Stock Markets? New Evidence from the Asia‐Pacific Region," Asian Economic Journal, East Asian Economic Association, vol. 33(3), pages 253-280, September.
    4. Shi, Yujie, 2022. "What influences stock market co-movements between China and its Asia-Pacific trading partners after the Global Financial Crisis?," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
    5. He, Hongbo & Chen, Shou & Yao, Shujie & Ou, Jinghua, 2014. "Financial liberalisation and international market interdependence: Evidence from China’s stock market in the post-WTO accession period," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 434-444.
    6. Sudharshan Reddy Paramati & Rakesh Gupta & An Hui, 2016. "Trade and Investment Linkages and Stock Market Long-Run Relationship," Australian Economic Papers, Wiley Blackwell, vol. 55(2), pages 149-169, June.
    7. Petropoulos, Fotios & Apiletti, Daniele & Assimakopoulos, Vassilios & Babai, Mohamed Zied & Barrow, Devon K. & Ben Taieb, Souhaib & Bergmeir, Christoph & Bessa, Ricardo J. & Bijak, Jakub & Boylan, Joh, 2022. "Forecasting: theory and practice," International Journal of Forecasting, Elsevier, vol. 38(3), pages 705-871.
      • Fotios Petropoulos & Daniele Apiletti & Vassilios Assimakopoulos & Mohamed Zied Babai & Devon K. Barrow & Souhaib Ben Taieb & Christoph Bergmeir & Ricardo J. Bessa & Jakub Bijak & John E. Boylan & Jet, 2020. "Forecasting: theory and practice," Papers 2012.03854, arXiv.org, revised Jan 2022.
    8. Feng, Huiqun & Zhang, Jun & Guo, Na, 2023. "Time-varying linkages between energy and stock markets: Dynamic spillovers and driving factors," International Review of Financial Analysis, Elsevier, vol. 89(C).
    9. Pym Manopimoke & Suthawan Prukumpai & Yuthana Sethapramote, 2018. "Dynamic Connectedness in Emerging Asian Equity Markets," International Symposia in Economic Theory and Econometrics, in: Banking and Finance Issues in Emerging Markets, volume 25, pages 51-84, Emerald Group Publishing Limited.
    10. Sei-Wan Kim & Moon Jung Choi, 2016. "Does Intra-Regional Trade Matter in Regional Stock Markets?: New Evidence from Asia-Pacific Region," Working Papers 2016-11, Economic Research Institute, Bank of Korea.
    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. Song, Yuegang & Huang, Ruixian & Paramati, Sudharshan Reddy & Zakari, Abdulrasheed, 2021. "Does economic integration lead to financial market integration in the Asian region?," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 366-377.
    13. Wu, Gabriel Shui Tang & Wan, Wilson Tsz Shing, 2023. "What drives the cross-border spillover of climate transition risks? Evidence from global stock markets," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 432-447.
    14. Kamal, Javed Bin & Hassan, M. Kabir, 2022. "Asymmetric connectedness between cryptocurrency environment attention index and green assets," The Journal of Economic Asymmetries, Elsevier, vol. 25(C).
    15. Allard, Anne-Florence & Iania, Leonardo & Smedts, Kristien, 2020. "Stock-bond return correlations: Moving away from “one-frequency-fits-all” by extending the DCC-MIDAS approach," International Review of Financial Analysis, Elsevier, vol. 71(C).
    16. Noori, Mohammad, 2024. "Stock-oil comovements through fear, uncertainty, and expectations: Evidence from conditional comoments," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 529-551.
    17. Sehgal, Sanjay & Pandey, Piyush & Diesting, Florent, 2017. "Examining dynamic currency linkages amongst South Asian economies: An empirical study," Research in International Business and Finance, Elsevier, vol. 42(C), pages 173-190.
    18. Wohlfarth, Paul, 2018. "Measuring the impact of monetary policy attention on global asset volatility using search data," Economics Letters, Elsevier, vol. 173(C), pages 15-18.
    19. Anindya Sen & Dennis Wesselbaum, 2023. "On the International Spillover Effects of Uncertainty," Open Economies Review, Springer, vol. 34(3), pages 541-554, July.

    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:bdy:modfin:v:1:y:2023:i:1:p:30-34:id:6. 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: Adam Zaremba (email available below). General contact details of provider: https://mf-journal.com/ .

    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.