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The Impact of Textual Sentiment on Sovereign Bond Yield Spreads: Evidence from the Eurozone Crisis

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  • Sha Liu

    (University of Southampton, UK)

Abstract

This study examines the relation between textual sentiment (media pessimism), the concentration/volume of news, and sovereign bond yield spreads, specifically in Greece, Ireland, Italy, Portugal and Spain during the European sovereign debt crisis from 2009 to 2012. The findings suggest that higher media pessimism and greater concentration/volume of news collectively communicate additional value-relevant information that has not been quantified by traditional determinants of yield spreads. If higher media pessimism is coupled with greater concentration/volume of news and other factors remain unchanged, yield spreads would move upwards, causing prices to fall. Media pessimism and the number of news stories respectively and collectively help predict the widening of yield spreads. Higher media pessimism level is strongly associated with more news stories being reported, suggesting that “no news is good news.”

Suggested Citation

  • Sha Liu, 2014. "The Impact of Textual Sentiment on Sovereign Bond Yield Spreads: Evidence from the Eurozone Crisis," Multinational Finance Journal, Multinational Finance Journal, vol. 18(3-4), pages 215-248, September.
    • Handle: RePEc:mfj:journl:v:18:y:2014:i:3-4:p:215-248
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    1. Paul C. Tetlock & Maytal Saar‐Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, June.
    2. Luciana Barbosa & Sónia Costa, 2010. "Determinants of sovereign bond yield spreads in the euro area in the context of the economic and financial crisis," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    3. Alessandro Beber & Michael W. Brandt & Kenneth A. Kavajecz, 2009. "Flight-to-Quality or Flight-to-Liquidity? Evidence from the Euro-Area Bond Market," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 925-957, March.
    4. Marco Pagano, 2004. "The European Bond Markets under EMU," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(4), pages 531-554, Winter.
    5. Gerlach, Stefan & Wolff, Guntram B. & Schulz, Alexander, 2010. "Banking and Sovereign Risk in the Euro Area," CEPR Discussion Papers 7833, C.E.P.R. Discussion Papers.
    6. David Haugh & Patrice Ollivaud & David Turner, 2009. "What Drives Sovereign Risk Premiums?: An Analysis of Recent Evidence from the Euro Area," OECD Economics Department Working Papers 718, OECD Publishing.
    7. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
    8. von Hagen, Jürgen & Schuknecht, Ludger & Wolswijk, Guido, 2011. "Government bond risk premiums in the EU revisited: The impact of the financial crisis," European Journal of Political Economy, Elsevier, vol. 27(1), pages 36-43, March.
    9. Bernoth, Kerstin & von Hagen, Jürgen & Schuknecht, Ludger, 2012. "Sovereign risk premiums in the European government bond market," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 975-995.
    10. Afonso, António & Furceri, Davide & Gomes, Pedro, 2012. "Sovereign credit ratings and financial markets linkages: Application to European data," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 606-638.
    11. Lorenzo Codogno & Carlo Favero & Alessandro Missale, 2003. "Yield spreads on EMU government bonds [‘Fiscal policy events and interest rate swap spreads: some evidence from the EU’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(37), pages 503-532.
    12. Loughran, Tim & McDonald, Bill, 2013. "IPO first-day returns, offer price revisions, volatility, and form S-1 language," Journal of Financial Economics, Elsevier, vol. 109(2), pages 307-326.
    13. R. Jankowitsch & H. Mosenbacher & S. Pichler, 2006. "Measuring the liquidity impact on EMU government bond prices," The European Journal of Finance, Taylor & Francis Journals, vol. 12(2), pages 153-169.
    14. Alois Geyer & Stephan Kossmeier & Stefan Pichler, 2004. "Measuring Systematic Risk in EMU Government Yield Spreads," Review of Finance, European Finance Association, vol. 8(2), pages 171-197.
    15. Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
    16. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    17. Kearney, Colm & Liu, Sha, 2014. "Textual sentiment in finance: A survey of methods and models," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 171-185.
    18. Ms. Edda Zoli & Ms. Silvia Sgherri, 2009. "Euro Area Sovereign Risk During the Crisis," IMF Working Papers 2009/222, International Monetary Fund.
    19. Marta Gómez-Puig, "undated". "The Impact of Monetary Union on EU-15 Sovereign Debt Yield Spreads," Working Papers on International Economics and Finance 05-11, FEDEA.
    20. Favero, Carlo & Pagano, Marco & von Thadden, Ernst-Ludwig, 2010. "How Does Liquidity Affect Government Bond Yields?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(1), pages 107-134, February.
    21. Diego García, 2013. "Sentiment during Recessions," Journal of Finance, American Finance Association, vol. 68(3), pages 1267-1300, June.
    22. Mr. Ashoka Mody, 2009. "From Bear Stearns to Anglo Irish: How Eurozone Sovereign Spreads Related to Financial Sector Vulnerability," IMF Working Papers 2009/108, International Monetary Fund.
    23. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    24. Alois Geyer & Stephan Kossmeier & Stefan Pichler, 2004. "Measuring Systematic Risk in EMU Government Yield Spreads," Review of Finance, Springer, vol. 8(2), pages 171-197.
    25. Salvador Barrios & Per Iversen & Magdalena Lewandowska & Ralph Setzer, 2009. "Determinants of intra-euro area government bond spreads during the financial crisis," European Economy - Economic Papers 2008 - 2015 388, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    26. Jegadeesh, Narasimhan & Wu, Di, 2013. "Word power: A new approach for content analysis," Journal of Financial Economics, Elsevier, vol. 110(3), pages 712-729.
    27. Heppke-Falk, Kirsten H. & Hüfner, Felix P., 2004. "Expected budget deficits and interest rate swap spreads - Evidence for France, Germany and Italy," Discussion Paper Series 1: Economic Studies 2004,40, Deutsche Bundesbank.
    28. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    29. Riccardo Faini, 2006. "Fiscal policy and interest rates in Europe [‘Computing robust standard errors for within-group estimators’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 21(47), pages 444-489.
    30. Ejsing, Jacob & Sihvonen, Jukka, 2009. "Liquidity premia in German government bonds," Working Paper Series 1081, European Central Bank.
    31. Simone Manganelli & Guido Wolswijk, 2009. "What drives spreads in the euro area government bond market? [‘What “hides” behind sovereign debt ratings?’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 24(58), pages 191-240.
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    Cited by:

    1. Consoli, Sergio & Pezzoli, Luca Tiozzo & Tosetti, Elisa, 2021. "Emotions in macroeconomic news and their impact on the European bond market," Journal of International Money and Finance, Elsevier, vol. 118(C).
    2. Nicky J. Ferguson & Dennis Philip & Herbert Y. T. Lam & Jie Michael Guo, 2015. "Media Content and Stock Returns: The Predictive Power of Press," Multinational Finance Journal, Multinational Finance Journal, vol. 19(1), pages 1-31, March.
    3. Sergio Consoli & Luca Tiozzo Pezzoli & Elisa Tosetti, 2022. "Neural forecasting of the Italian sovereign bond market with economic news," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 197-224, December.
    4. Alomari, Mohammad & Al Rababa’a, Abdel Razzaq & El-Nader, Ghaith & Alkhataybeh, Ahmad & Ur Rehman, Mobeen, 2021. "Examining the effects of news and media sentiments on volatility and correlation: Evidence from the UK," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 280-297.

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    More about this item

    Keywords

    textual sentiment; media pessimism; information supply; sovereign bond yield spreads; European sovereign debt crisis;
    All these keywords.

    JEL classification:

    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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