IDEAS home Printed from https://ideas.repec.org/p/bdi/opques/qef_429_18.html
   My bibliography  Save this paper

Estimating the contagion effect through the portfolio channel using a network approach

Author

Listed:
  • Alessandro Schiavone

    (Bank of Italy)

Abstract

This work studies the contagion risk through the portfolio investment channel using network analysis and simulation on cross-country bilateral data. The importance of the portfolio channel in the transmission of financial shocks reflects the high interconnectedness of the global financial system, which diminished in the aftermath of the global financial crisis, but has resumed in recent years. The network representing cross-country portfolio investments turns out to be highly concentrated around the main financial centres, which act as global hubs connecting nodes that are not directly linked. Using a network simulation model based on the assumption that international investors rebalance their portfolios after an idiosyncratic shock, reducing investments in countries they are overexposed to, we find that contagion effects may be significant even when the shock originates in a peripheral country. In addition, the model suggests contagion risk has risen since the global financial crisis, owing to the increasing centralization of the portfolio investment network and the greater financial integration of emerging economies.

Suggested Citation

  • Alessandro Schiavone, 2018. "Estimating the contagion effect through the portfolio channel using a network approach," Questioni di Economia e Finanza (Occasional Papers) 429, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:opques:qef_429_18
    as

    Download full text from publisher

    File URL: https://www.bancaditalia.it/pubblicazioni/qef/2018-0429/QEF_429_18.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Forbes, Kristin J. & Warnock, Francis E., 2012. "Capital flow waves: Surges, stops, flight, and retrenchment," Journal of International Economics, Elsevier, vol. 88(2), pages 235-251.
    2. Portes, Richard & Rey, Helene, 2005. "The determinants of cross-border equity flows," Journal of International Economics, Elsevier, vol. 65(2), pages 269-296, March.
    3. Raddatz, Claudio & Schmukler, Sergio L., 2012. "On the international transmission of shocks: Micro-evidence from mutual fund portfolios," Journal of International Economics, Elsevier, vol. 88(2), pages 357-374.
    4. Thomas Moser, 2003. "What Is International Financial Contagion?," International Finance, Wiley Blackwell, vol. 6(2), pages 157-178, July.
    5. Martin Cihak & Sonia Munoz & Ryan Scuzzarella, 2012. "The Bright and the Dark Side of Cross-Border Banking Linkages," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 62(3), pages 200-225, July.
    6. Gai, Prasanna & Kapadia, Sujit, 2010. "Contagion in financial networks," Bank of England working papers 383, Bank of England.
    7. Marco A. Espinosa‐Vega & Juan Solé, 2011. "Cross‐border financial surveillance: a network perspective," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 3(3), pages 182-205, August.
    8. Broner, Fernando A. & Gaston Gelos, R. & Reinhart, Carmen M., 2006. "When in peril, retrench: Testing the portfolio channel of contagion," Journal of International Economics, Elsevier, vol. 69(1), pages 203-230, June.
    9. Steven H. Strogatz, 2001. "Exploring complex networks," Nature, Nature, vol. 410(6825), pages 268-276, March.
    10. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    11. Kaminsky, Graciela & Lyons, Richard K. & Schmukler, Sergio L., 2004. "Managers, investors, and crises: mutual fund strategies in emerging markets," Journal of International Economics, Elsevier, vol. 64(1), pages 113-134, October.
    12. Mr. Eugenio M Cerutti & Haonan Zhou, 2017. "The Global Banking Network in the Aftermath of the Crisis: Is There Evidence of De-globalization?," IMF Working Papers 2017/232, International Monetary Fund.
    13. McCauley, Robert N. & Bénétrix, Agustín S. & McGuire, Patrick M. & von Peter, Goetz, 2019. "Financial deglobalisation in banking?," Journal of International Money and Finance, Elsevier, vol. 94(C), pages 116-131.
    14. 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.
    15. Graciela L. Kaminsky & Carmen M. Reinhart & Carlos A. Végh, 2003. "The Unholy Trinity of Financial Contagion," Journal of Economic Perspectives, American Economic Association, vol. 17(4), pages 51-74, Fall.
    16. Garry J. Schinasi & R. Todd Smith, 2000. "Portfolio Diversification, Leverage, and Financial Contagion," IMF Staff Papers, Palgrave Macmillan, vol. 47(2), pages 1-1.
    17. Nier, Erlend & Yang, Jing & Yorulmazer, Tanju & Alentorn, Amadeo, 2007. "Network models and financial stability," Journal of Economic Dynamics and Control, Elsevier, vol. 31(6), pages 2033-2060, June.
    18. Mr. Thierry Tressel, 2010. "Financial Contagion Through Bank Deleveraging: Stylized Facts and Simulations Applied to the Financial Crisis," IMF Working Papers 2010/236, International Monetary Fund.
    19. Glasserman, Paul & Young, H. Peyton, 2016. "Contagion in financial networks," LSE Research Online Documents on Economics 68681, London School of Economics and Political Science, LSE Library.
    20. Kaminsky, Graciela L. & Reinhart, Carmen M., 2000. "On crises, contagion, and confusion," Journal of International Economics, Elsevier, vol. 51(1), pages 145-168, June.
    21. Galstyan, Vahagn & Lane, Philip R., 2013. "Bilateral portfolio dynamics during the global financial crisis," European Economic Review, Elsevier, vol. 57(C), pages 63-74.
    22. Calvo, Guillermo A. & Mendoza, Enrique G., 2000. "Rational contagion and the globalization of securities markets," Journal of International Economics, Elsevier, vol. 51(1), pages 79-113, June.
    23. Chotibhak Jotikasthira & Christian Lundblad & Tarun Ramadorai, 2012. "Asset Fire Sales and Purchases and the International Transmission of Funding Shocks," Journal of Finance, American Finance Association, vol. 67(6), pages 2015-2050, December.
    24. Minoiu, Camelia & Reyes, Javier A., 2013. "A network analysis of global banking: 1978–2010," Journal of Financial Stability, Elsevier, vol. 9(2), pages 168-184.
    25. Chinazzi, Matteo & Fagiolo, Giorgio & Reyes, Javier A. & Schiavo, Stefano, 2013. "Post-mortem examination of the international financial network," Journal of Economic Dynamics and Control, Elsevier, vol. 37(8), pages 1692-1713.
    26. Morris Goldstein, 1998. "The Asian Financial Crisis," Policy Briefs PB98-1, Peterson Institute for International Economics.
    27. Morris Goldstein, 1998. "Asian Financial Crisis: Causes, Cures and Systemic Implications, The," Peterson Institute Press: All Books, Peterson Institute for International Economics, number pa55, October.
    28. Baranova, Yuliya & Liu, Zijun & Shakir, Tamarah, 2017. "Staff Working Paper No. 665: Dealer intermediation, market liquidity and the impact of regulatory reform," Bank of England working papers 665, Bank of England.
    29. Paul Glasserman & H. Peyton Young, 2016. "Contagion in Financial Networks," Journal of Economic Literature, American Economic Association, vol. 54(3), pages 779-831, September.
    30. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    31. Moser, Thomas, 2003. "What Is International Financial Contagion?," International Finance, Wiley Blackwell, vol. 6(2), pages 157-178, Summer.
    32. Mr. Gaston Gelos, 2011. "International Mutual Funds, Capital Flow Volatility, and Contagion – A Survey," IMF Working Papers 2011/092, International Monetary Fund.
    33. Van Rijckeghem, Caroline & Weder, Beatrice, 2003. "Spillovers through banking centers: a panel data analysis of bank flows," Journal of International Money and Finance, Elsevier, vol. 22(4), pages 483-509, August.
    34. Albert S. Kyle & Wei Xiong, 2001. "Contagion as a Wealth Effect," Journal of Finance, American Finance Association, vol. 56(4), pages 1401-1440, August.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Broner, Fernando A. & Gaston Gelos, R. & Reinhart, Carmen M., 2006. "When in peril, retrench: Testing the portfolio channel of contagion," Journal of International Economics, Elsevier, vol. 69(1), pages 203-230, June.
    3. Giampaolo Gabbi & Alesia Kalbaska & Alessandro Vercelli, 2014. "Factors generating and transmitting the financial crisis: The role of incentives: securitization and contagion," Working papers wpaper56, Financialisation, Economy, Society & Sustainable Development (FESSUD) Project.
    4. Aikman, David & Beale, Daniel & Brinley-Codd, Adam & Covi, Giovanni & Hüser, Anne‑Caroline & Lepore, Caterina, 2023. "Macroprudential stress‑test models: a survey," Bank of England working papers 1037, Bank of England.
    5. Lagunes, Mario & Watkins, Karen, 2009. "Efectos de las Crisis Anticipadas y No Anticipadas sobre El Contagio Financiero Internacional," Panorama Económico, Escuela Superior de Economía, Instituto Politécnico Nacional, vol. 0(08), pages 101-148, primer se.
    6. Sebnem Kalemli-Ozcan & Elias Papaioannou & José-Luis Peydró, 2013. "Financial Regulation, Financial Globalization, and the Synchronization of Economic Activity," Journal of Finance, American Finance Association, vol. 68(3), pages 1179-1228, June.
    7. Mardi Dungey & Rene Fry & Vance L. Martin, 2006. "Correlation, Contagion, and Asian Evidence," Asian Economic Papers, MIT Press, vol. 5(2), pages 32-72, Spring/Su.
    8. Raddatz, Claudio & Schmukler, Sergio L., 2012. "On the international transmission of shocks: Micro-evidence from mutual fund portfolios," Journal of International Economics, Elsevier, vol. 88(2), pages 357-374.
    9. Aguiar, Mark & Gopinath, Gita, 2006. "Defaultable debt, interest rates and the current account," Journal of International Economics, Elsevier, vol. 69(1), pages 64-83, June.
    10. Eduardo Levy-Yeyati & Nathan Converse & Tomas Williams, 2017. "How ETFs Amplify the Global Financial Cycle in Emerging Markets," School of Government Working Papers 201702, Universidad Torcuato Di Tella.
    11. Trenca Ioan & Petria Nicolae & Dezsi Eva, 2013. "An Inquiry Into Contagion Transmission And Spillover Effects In Stock Markets," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(2), pages 472-482, December.
    12. Karolyi, G. Andrew & McLaren, Kirsty J., 2017. "Racing to the exits: International transmissions of funding shocks during the Federal Reserve's taper experiment," Emerging Markets Review, Elsevier, vol. 32(C), pages 96-115.
    13. Bayoumi, Tamim & Fazio, Giorgio & Kumar, Manmohan & MacDonald, Ronald, 2007. "Fatal attraction: Using distance to measure contagion in good times as well as bad," Review of Financial Economics, Elsevier, vol. 16(3), pages 259-273.
    14. Kalemli-Ozcan, Sebnem & Papaioannou, Elias & Perri, Fabrizio, 2013. "Global banks and crisis transmission," Journal of International Economics, Elsevier, vol. 89(2), pages 495-510.
    15. 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).
    16. Kristin Forbes, 2012. "The "Big C": Identifying Contagion," NBER Working Papers 18465, National Bureau of Economic Research, Inc.
    17. Michael Chui & Simon Hall & Ashley Taylor, 2004. "Crisis spillovers in emerging market economies: interlinkages, vulnerabilities and investor behaviour," Bank of England working papers 212, Bank of England.
    18. Brutti, Filippo & Sauré, Philip, 2015. "Transmission of sovereign risk in the Euro crisis," Journal of International Economics, Elsevier, vol. 97(2), pages 231-248.
    19. Kim, Kyungkeun & Lee, Dongwon, 2020. "Equity market integration and portfolio rebalancing," Journal of Banking & Finance, Elsevier, vol. 113(C).
    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 contagion; network analysis; portfolio investments;
    All these keywords.

    JEL classification:

    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • G01 - Financial Economics - - General - - - Financial Crises
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

    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:bdi:opques:qef_429_18. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/bdigvit.html .

    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.