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Hot off the press: News-implied sovereign default risk

Author

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  • Dim, Chukwuma
  • Koerner, Kevin
  • Wolski, Marcin
  • Zwart, Sanne

Abstract

We develop a sovereign default risk index using natural language processing techniques and 10 million news articles covering over 100 countries. The index is a highfrequency measure of countries' default risk, particularly for those lacking marketbased measures: it correlates with sovereign CDS spreads, predicts rating downgrades, and reflects default risk information not fully captured by CDS spreads. We assess the influence of sovereign default concerns on equity markets and find that spikes in the index are negatively associated with same-week market returns, which reverses over the next week, indicating that investors might overreact to default concerns. Equity markets' reaction to default concerns is more pronounced and persistent for countries with tight fiscal constraints. The response to global, compared to country-specific, default concerns is much stronger, underlining the relevance of global "push" factors for local asset prices.

Suggested Citation

  • Dim, Chukwuma & Koerner, Kevin & Wolski, Marcin & Zwart, Sanne, 2022. "Hot off the press: News-implied sovereign default risk," EIB Working Papers 2022/06, European Investment Bank (EIB).
    • Handle: RePEc:zbw:eibwps:202206
    DOI: 10.2867/661002
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    as
    1. Mikhail Chernov & Lukas Schmid & Andres Schneider, 2020. "A Macrofinance View of U.S. Sovereign CDS Premiums," Journal of Finance, American Finance Association, vol. 75(5), pages 2809-2844, October.
    2. Jongsub Lee & Andy Naranjo & Stace Sirmans, 2016. "Exodus from Sovereign Risk: Global Asset and Information Networks in the Pricing of Corporate Credit Risk," Journal of Finance, American Finance Association, vol. 71(4), pages 1813-1856, August.
    3. Nicola Gennaioli & Andrei Shleifer & Robert Vishny, 2015. "Neglected Risks: The Psychology of Financial Crises," American Economic Review, American Economic Association, vol. 105(5), pages 310-314, May.
    4. Gao, Zhenyu & Ren, Haohan & Zhang, Bohui, 2020. "Googling Investor Sentiment around the World," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(2), pages 549-580, March.
    5. Nicola Gennaioli & Alberto Martin & Stefano Rossi, 2014. "Sovereign Default, Domestic Banks, and Financial Institutions," Journal of Finance, American Finance Association, vol. 69(2), pages 819-866, April.
    6. Francesca Brusa & Pavel Savor & Mungo Wilson, 2020. "One Central Bank to Rule Them All," Review of Finance, European Finance Association, vol. 24(2), pages 263-304.
    7. Kathleen Weiss Hanley, 2010. "The Information Content of IPO Prospectuses," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2821-2864, July.
    8. Sandro C. Andrade & Vidhi Chhaochharia, 2018. "The Costs of Sovereign Default: Evidence from the Stock Market," The Review of Financial Studies, Society for Financial Studies, vol. 31(5), pages 1707-1751.
    9. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    10. Pedro Bordalo & Nicola Gennaioli & Rafael La Porta & Andrei Shleifer, 2019. "Diagnostic Expectations and Stock Returns," Journal of Finance, American Finance Association, vol. 74(6), pages 2839-2874, December.
    11. Augustin, Patrick & Tédongap, Roméo, 2016. "Real Economic Shocks and Sovereign Credit Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(2), pages 541-587, April.
    12. Jun Pan & Kenneth J. Singleton, 2008. "Default and Recovery Implicit in the Term Structure of Sovereign CDS Spreads," Journal of Finance, American Finance Association, vol. 63(5), pages 2345-2384, October.
    13. 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.
    14. Aruoba, S. BoraÄŸan & Diebold, Francis X. & Scotti, Chiara, 2009. "Real-Time Measurement of Business Conditions," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 417-427.
    15. Kathleen Weiss Hanley & Gerard Hoberg, 2019. "Dynamic Interpretation of Emerging Risks in the Financial Sector," The Review of Financial Studies, Society for Financial Studies, vol. 32(12), pages 4543-4603.
    16. Jeanneret, Alexandre, 2017. "Sovereign Default Risk and the U.S. Equity Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(1), pages 305-339, February.
    17. Fraiberger, Samuel P. & Lee, Do & Puy, Damien & Ranciere, Romain, 2021. "Media sentiment and international asset prices," Journal of International Economics, Elsevier, vol. 133(C).
    18. Kris James Mitchener & Christoph Trebesch, 2021. "Sovereign Debt in the 21st Century," NBER Working Papers 28598, National Bureau of Economic Research, Inc.
    19. Luca Benzoni & Pierre Collin-Dufresne & Robert S. Goldstein & Jean Helwege, 2015. "Modeling Credit Contagion via the Updating of Fragile Beliefs," The Review of Financial Studies, Society for Financial Studies, vol. 28(7), pages 1960-2008.
    20. Manela, Asaf & Moreira, Alan, 2017. "News implied volatility and disaster concerns," Journal of Financial Economics, Elsevier, vol. 123(1), pages 137-162.
    21. Robert Ready & Mariano Croce & Federico Gavazzoni & Riccardo Colacito, 2016. "Currency Risk Factors in a Recursive Multi-Country Economy," 2016 Meeting Papers 297, Society for Economic Dynamics.
    22. Ric Colacito & Mariano M. Croce & Federico Gavazzoni & Robert Ready, 2018. "Currency Risk Factors in a Recursive Multicountry Economy," Journal of Finance, American Finance Association, vol. 73(6), pages 2719-2756, December.
    23. Edmans, Alex & Fernandez-Perez, Adrian & Garel, Alexandre & Indriawan, Ivan, 2022. "Music sentiment and stock returns around the world," Journal of Financial Economics, Elsevier, vol. 145(2), pages 234-254.
    24. Kose, M. Ayhan & Kurlat, Sergio & Ohnsorge, Franziska & Sugawara, Naotaka, 2022. "A cross-country database of fiscal space," Journal of International Money and Finance, Elsevier, vol. 128(C).
    25. Chernov, Mikhail & Creal, Drew & Hördahl, Peter, 2023. "Sovereign credit and exchange rate risks: Evidence from Asia-Pacific local currency bonds," Journal of International Economics, Elsevier, vol. 140(C).
    26. Mitchener, Kris & Trebesch, Christoph, 2021. "Sovereign Debt in the 21st Century: Looking Backward, Looking Forward," CEPR Discussion Papers 15935, C.E.P.R. Discussion Papers.
    27. Cole, Harold L & Kehoe, Patrick J, 1998. "Models of Sovereign Debt: Partial versus General Reputations," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(1), pages 55-70, February.
    28. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    29. Christina D. Romer & David H. Romer, 2018. "Phillips Lecture – Why Some Times Are Different: Macroeconomic Policy and the Aftermath of Financial Crises," Economica, London School of Economics and Political Science, vol. 85(337), pages 1-40, January.
    30. Francis A. Longstaff & Jun Pan & Lasse H. Pedersen & Kenneth J. Singleton, 2011. "How Sovereign Is Sovereign Credit Risk?," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(2), pages 75-103, April.
    31. Luigi Bocola, 2016. "The Pass-Through of Sovereign Risk," Journal of Political Economy, University of Chicago Press, vol. 124(4), pages 879-926.
    32. Jens Hilscher & Yves Nosbusch, 2010. "Determinants of Sovereign Risk: Macroeconomic Fundamentals and the Pricing of Sovereign Debt," Review of Finance, European Finance Association, vol. 14(2), pages 235-262.
    33. Marco Battaglini & Stephen Coate, 2016. "A Political Economy Theory Of Fiscal Policy And Unemployment," Journal of the European Economic Association, European Economic Association, vol. 14(2), pages 303-337, April.
    34. Heitor Almeida & Igor Cunha & Miguel A. Ferreira & Felipe Restrepo, 2017. "The Real Effects of Credit Ratings: The Sovereign Ceiling Channel," Journal of Finance, American Finance Association, vol. 72(1), pages 249-290, February.
    35. Ang, Andrew & Longstaff, Francis A., 2013. "Systemic sovereign credit risk: Lessons from the U.S. and Europe," Journal of Monetary Economics, Elsevier, vol. 60(5), pages 493-510.
    36. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    37. Allen H. Huang & Reuven Lehavy & Amy Y. Zang & Rong Zheng, 2018. "Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach," Management Science, INFORMS, vol. 64(6), pages 2833-2855, June.
    38. Manuel Adelino & Miguel A. Ferreira, 2016. "Bank Ratings and Lending Supply: Evidence from Sovereign Downgrades," The Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1709-1746.
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    More about this item

    Keywords

    Sovereign default; Credit risk; Equity returns; Machine learning; Naturallanguage processing; Early warning indicators;
    All these keywords.

    JEL classification:

    • F30 - International Economics - - International Finance - - - General
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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