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Measuring Global Financial Linkages: A Network Entropy Approach

Author

Listed:
  • Daeyup Lee

    (Economic Research Institute, Bank of Korea, Seoul 04531, Korea)

  • Hail Park

    (Department of International Business and Trade, Kyung Hee University, Seoul 02447, Korea)

Abstract

This paper measures the diversity of highly-connected financial networks using network entropy, and policy-related findings emerge from this research. With respect to the time variation of network entropy, international diversification of the global financial network constructed from foreign claims of international banks has decreased since the financial crisis of 2007–2008, while foreign claims among 20 reporting countries have concentrated more on core countries, such as the US and UK, since 2009. This change is more vividly captured by network entropy due to an unprecedented drop in the measurement. The results suggest that network entropy has promising potential in the financial market.

Suggested Citation

  • Daeyup Lee & Hail Park, 2019. "Measuring Global Financial Linkages: A Network Entropy Approach," Sustainability, MDPI, vol. 11(17), pages 1-10, August.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:17:p:4691-:d:261820
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    References listed on IDEAS

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    1. Hale, Galina, 2012. "Bank relationships, business cycles, and financial crises," Journal of International Economics, Elsevier, vol. 88(2), pages 312-325.
    2. Upper, Christian & Worms, Andreas, 2004. "Estimating bilateral exposures in the German interbank market: Is there a danger of contagion?," European Economic Review, Elsevier, vol. 48(4), pages 827-849, August.
    3. Cetorelli, Nicola & Peristiani, Stavros, 2013. "Prestigious stock exchanges: A network analysis of international financial centers," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1543-1551.
    4. Castrén, Olli & Rancan, Michela, 2014. "Macro-Networks: An application to euro area financial accounts," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 43-58.
    5. Ms. Sheri M. Markose, 2012. "Systemic Risk from Global Financial Derivatives: A Network Analysis of Contagion and Its Mitigation with Super-Spreader Tax," IMF Working Papers 2012/282, International Monetary Fund.
    6. Hans Degryse & Muhammad Ather Elahi & Maria Fabiana Penas, 2010. "Cross‐Border Exposures and Financial Contagion," International Review of Finance, International Review of Finance Ltd., vol. 10(2), pages 209-240, June.
    7. Demetrius, Lloyd & Manke, Thomas, 2005. "Robustness and network evolution—an entropic principle," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 346(3), pages 682-696.
    8. Bech, Morten L. & Chapman, James T.E. & Garratt, Rodney J., 2010. "Which bank is the "central" bank?," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 352-363, April.
    9. Hyun Song Shin, 2012. "Global Banking Glut and Loan Risk Premium," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(2), pages 155-192, July.
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    Cited by:

    1. Chao Xu & Jinchuan Ke & Xiaojun Zhao & Xiaofang Zhao, 2020. "Multiscale Quantile Correlation Coefficient: Measuring Tail Dependence of Financial Time Series," Sustainability, MDPI, vol. 12(12), pages 1-24, June.
    2. Mikhail Stolbov & Daniil Parfenov, 2023. "Credit risk linkages in the international banking network, 2000–2019," Risk Management, Palgrave Macmillan, vol. 25(3), pages 1-38, September.

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    Keywords

    network entropy; global financial networks;

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