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“Whatever It Takes!” How Tonality of TV-News Affected Government Bond Yield Spreads during the European Debt Crisis

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Listed:
  • Patrick Hirsch
  • Lars P. Feld
  • Ekkehard A. Köhler
  • Tobias Thomas

Abstract

Were government bond risk premia affected by the media in addition to the effects of major events? Revisiting the European debt crisis, we analyze the role of television news in the rise and re-convergence of GIIPS bond spreads vis-à-vis Germany from 2007 to 2016. We use a dataset of more than one million human-coded news items from leading newscasts worldwide to identify over 25,000 news on the Eurozone and country-specific economic topics. Our findings emphasize the relevance of the tonality of news, such that an increasing share of positive (negative) news correlates with a decrease (increase) in spreads. Content-based endogenous clustering of news highlights the importance of news about institutions providing stability and “international financial support” to distressed countries in reducing bond spreads. Moreover, weekend news enables us to establish a causal link between country-specific news coverage and changes in spreads on the subsequent trading day.

Suggested Citation

  • Patrick Hirsch & Lars P. Feld & Ekkehard A. Köhler & Tobias Thomas, 2024. "“Whatever It Takes!” How Tonality of TV-News Affected Government Bond Yield Spreads during the European Debt Crisis," CESifo Working Paper Series 10980, CESifo.
  • Handle: RePEc:ces:ceswps:_10980
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    1. Lena Dräger, 2015. "Inflation perceptions and expectations in Sweden – Are media reports the missing link?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(5), pages 681-700, October.
    2. Afonso, António & Arghyrou, Michael G. & Gadea, María Dolores & Kontonikas, Alexandros, 2018. "“Whatever it takes” to resolve the European sovereign debt crisis? Bond pricing regime switches and monetary policy effects," Journal of International Money and Finance, Elsevier, vol. 86(C), pages 1-30.
    3. Glick, Reuven & Leduc, Sylvain, 2012. "Central bank announcements of asset purchases and the impact on global financial and commodity markets," Journal of International Money and Finance, Elsevier, vol. 31(8), pages 2078-2101.
    4. Altavilla, Carlo & Giannone, Domenico & Modugno, Michele, 2017. "Low frequency effects of macroeconomic news on government bond yields," Journal of Monetary Economics, Elsevier, vol. 92(C), pages 31-46.
    5. Theologos Dergiades & Costas Milas & Theodore Panagiotidis, 2015. "Tweets, Google trends, and sovereign spreads in the GIIPS," Oxford Economic Papers, Oxford University Press, vol. 67(2), pages 406-432.
    6. Grimmer, Justin & Stewart, Brandon M., 2013. "Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts," Political Analysis, Cambridge University Press, vol. 21(3), pages 267-297, July.
    7. Tausch, Franziska & Zumbuehl, Maria, 2018. "Stability of risk attitudes and media coverage of economic news," Journal of Economic Behavior & Organization, Elsevier, vol. 150(C), pages 295-310.
    8. Dirk Ulbricht & Konstantin A. Kholodilin & Tobias Thomas, 2017. "Do Media Data Help to Predict German Industrial Production?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 36(5), pages 483-496, August.
    9. Garz Marcel, 2013. "Labour Market Segmentation: Standard and Non-Standard Employment in Germany," German Economic Review, De Gruyter, vol. 14(3), pages 349-371, August.
    10. António Afonso & Michael G. Arghyrou & Alexandros Kontonikas, 2012. "The determinants of sovereign bond yield spreads in the EMU," Working Papers 2012_14, Business School - Economics, University of Glasgow.
    11. 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.
    12. Ralf Dewenter & Uwe Dulleck & Tobias Thomas, 2020. "Does the 4th estate deliver? The Political Coverage Index and its application to media capture," Constitutional Political Economy, Springer, vol. 31(3), pages 292-328, September.
    13. Schuknecht, Ludger & von Hagen, Jürgen & Wolswijk, Guido, 2009. "Government risk premiums in the bond market: EMU and Canada," European Journal of Political Economy, Elsevier, vol. 25(3), pages 371-384, September.
    14. 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.
    15. Apergis, Nicholas & Lau, Marco Chi Keung & Yarovaya, Larisa, 2016. "Media sentiment and CDS spread spillovers: Evidence from the GIIPS countries," International Review of Financial Analysis, Elsevier, vol. 47(C), pages 50-59.
    16. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    17. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    18. Mark Hallerberg & Guntram Wolff, 2008. "Fiscal institutions, fiscal policy and sovereign risk premia in EMU," Public Choice, Springer, vol. 136(3), pages 379-396, September.
    19. Bernhardt, Lea & Dewenter, Ralf & Thomas, Tobias, 2023. "Measuring partisan media bias in US newscasts from 2001 to 2012," European Journal of Political Economy, Elsevier, vol. 78(C).
    20. Costantini, Mauro & Fragetta, Matteo & Melina, Giovanni, 2014. "Determinants of sovereign bond yield spreads in the EMU: An optimal currency area perspective," European Economic Review, Elsevier, vol. 70(C), pages 337-349.
    21. Sargent, Thomas J. & Wallace, Neil, 1976. "Rational expectations and the theory of economic policy," Journal of Monetary Economics, Elsevier, vol. 2(2), pages 169-183, April.
    22. Gerlach, Stefan & Schulz, Alexander & Wolff, Guntram B., 2010. "Banking and sovereign risk in the euro area," Discussion Paper Series 1: Economic Studies 2010,09, Deutsche Bundesbank.
    23. Arghyrou, Michael G. & Kontonikas, Alexandros, 2012. "The EMU sovereign-debt crisis: Fundamentals, expectations and contagion," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(4), pages 658-677.
    24. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    25. Gade, Thomas & Salines, Marion & Glöckler, Gabriel & Strodthoff, Steffen, 2013. "“Loose lips sinking markets?": the impact of political communication on sovereign bond spreads," Occasional Paper Series 150, European Central Bank.
    26. Falagiarda, Matteo & Gregori, Wildmer Daniel, 2015. "The impact of fiscal policy announcements by the Italian government on the sovereign spread: A comparative analysis," European Journal of Political Economy, Elsevier, vol. 39(C), pages 288-304.
    27. Robert J. Shiller, 2017. "Narrative Economics," American Economic Review, American Economic Association, vol. 107(4), pages 967-1004, April.
    28. 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.
    29. Luciano Lopez & Sylvain Weber, 2017. "Testing for Granger causality in panel data," Stata Journal, StataCorp LP, vol. 17(4), pages 972-984, December.
    30. De Grauwe, Paul & Ji, Yuemei, 2013. "Self-fulfilling crises in the Eurozone: An empirical test," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 15-36.
    31. Christopher F Baum, 2001. "Residual diagnostics for cross-section time series regression models," Stata Journal, StataCorp LP, vol. 1(1), pages 101-104, November.
    32. Attinasi, Maria Grazia & Checherita-Westphal, Cristina & Nickel, Christiane, 2009. "What explains the surge in euro area sovereign spreads during the financial crisis of 2007-09?," Working Paper Series 1131, European Central Bank.
    33. Marcel Garz, 2012. "Job Insecurity Perceptions and Media Coverage of Labor Market Policy," Journal of Labor Research, Springer, vol. 33(4), pages 528-544, December.
    34. 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.
    35. Ralf Dewenter & Ulrich Heimeshoff & Tobias Thomas, 2016. "Media Coverage and Car Manufacturers' Sales," Economics Bulletin, AccessEcon, vol. 36(2), pages 976-982.
    36. Marcel Garz, 2014. "Good news and bad news: evidence of media bias in unemployment reports," Public Choice, Springer, vol. 161(3), pages 499-515, December.
    37. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    38. Laura K. Nelson & Derek Burk & Marcel Knudsen & Leslie McCall, 2021. "The Future of Coding: A Comparison of Hand-Coding and Three Types of Computer-Assisted Text Analysis Methods," Sociological Methods & Research, , vol. 50(1), pages 202-237, February.
    39. Conrad, Christian & Zumbach, Klaus Ulrich, 2016. "The effect of political communication on European financial markets during the sovereign debt crisis," Journal of Empirical Finance, Elsevier, vol. 39(PB), pages 209-214.
    40. Philipp Mohl & David Sondermann, 2013. "Has political communication during the crisis impacted sovereign bond spreads in the euro area?," Applied Economics Letters, Taylor & Francis Journals, vol. 20(1), pages 48-61, January.
    41. 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.
    42. Michael Ehrmann & Marcel Fratzscher, 2007. "Communication by Central Bank Committee Members: Different Strategies, Same Effectiveness?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2‐3), pages 509-541, March.
    43. Salines, Marion & Glöckler, Gabriel & Gade, Thomas & Strodthoff, Steffen, 2013. ""Loose lips sinking markets?": the impact of political communication on sovereign bond spreads," Occasional Paper Series 150, European Central Bank.
    44. Beetsma, Roel & Giuliodori, Massimo & de Jong, Frank & Widijanto, Daniel, 2013. "Spread the news: The impact of news on the European sovereign bond markets during the crisis," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 83-101.
    45. Martin Haselmayer & Marcelo Jenny, 2017. "Sentiment analysis of political communication: combining a dictionary approach with crowdcoding," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(6), pages 2623-2646, November.
    46. repec:oup:ecpoli:v:18:y:2003:i:37:p:503-532 is not listed on IDEAS
    47. Benesch, Christine & Loretz, Simon & Stadelmann, David & Thomas, Tobias, 2019. "Media coverage and immigration worries: Econometric evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 160(C), pages 52-67.
    48. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    49. António Afonso & Michael G. Arghyrou & Alexandros Kontonikas, 2014. "Pricing Sovereign Bond Risk In The European Monetary Union Area: An Empirical Investigation," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 49-56, January.
    50. Barry Eichengreen & Charles Wyplosz, 1998. "The Stability Pact: more than a minor nuisance?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 13(26), pages 66-113.
    51. Köhler, Ekkehard A. & Hirsch, Patrick & Palhuca, Leonardo, 2024. "A database: How the euro crisis ended: Not with a (fiscal) bang but a whimper," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1422-1441.
    52. Dewenter, Ralf & Linder, Melissa & Thomas, Tobias, 2019. "Can media drive the electorate? The impact of media coverage on voting intentions," European Journal of Political Economy, Elsevier, vol. 58(C), pages 245-261.
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    More about this item

    Keywords

    media coverage; TV newscast; tonality; Eurozone crisis; GIIPS bond yield spreads;
    All these keywords.

    JEL classification:

    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media

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