IDEAS home Printed from https://ideas.repec.org/p/bdr/borrec/1263.html
   My bibliography  Save this paper

The Low Frequency Effect of Macroeconomic News on Colombian Government Bond Yields

Author

Listed:
  • Andrey Duván Rincón-Torres
  • Luisa María de la Hortúa-Pulido
  • Kimberly Rojas-Silva
  • Juan Manuel Julio-Román

Abstract

We study the effect of macroeconomic announcements surprises on Colombian treasury bond spot rates in the medium term. For this, we employ a two-step regression approach proposed by Altavilla, Giannone and Modugno (2017), which takes into account the high frequency response to these surprises while filtering out the noise in the estimation of its medium to long term effect. We found that the share of variation of one day Colombian treasury bond spot rates changes explained by these surprises lies below 10%. Moreover, Colombian macroeconomic announcement surprises other than the nominal exchange rate depreciation do not seem to significantly affect spot rate changes, although important ones have big (but not significant) effect. Furthermore, the explanatory power of macroeconomic news surprises increases substantially at longer horizons, i.e. monthly and quarterly changes, reaching 34% for the latter. These results arise from the fact that spot rate changes show a delayed effect to shocks. This is mostly due to the features of the shocks contained in the error and the persistence of macroeconomic news surprises effect’s. Our results are robust to the appetite for risk of international investors measure employed in the model. **** RESUMEN: Estudiamos el efecto de mediano a largo plazo de las sorpresas en los anuncios de cifras macroeconómicas sobre las tasas cero cupón de los títulos denominados en pesos de la Tesorería Nacional, TES. Empleamos regresión en dos etapas propuesta por Altavilla, Giannone and Modugno (2017), la cual tiene en cuenta las respuestas de alta frecuencia a las sorpresas, que filtra el ruido en la estimación de los efectos en el mediano plazo. Encontramos que el porcentaje de las variaciones de los cambios de alta frecuencia de las tasas spot explicadas por las sorpresas es inferior al 10%. Adicionalmente, las sorpresas macroeconómicas colombianas, excepto la depreciación nominal, no afectan significativamente los cambios de las tasas cero cupón, aunque algunas sorpresas importantes tienen un efecto grande (pero no significativo). Además, el poder explicativo de las sorpresas se incrementa substancialmente para horizontes más largos, i.e. cambios mensuales y trimestrales, alcanzando un 34% para el último. Estos resultados reflejan el hecho de que las tasas spot responden con retraso a los choques, lo cual está asociado a las características de los choques en el error y la persistencia del efecto de las sorpresas. Nuestros resultados son robustos a la medida del apetito por riesgo de los inversionistas internacionales empleada en el modelo.

Suggested Citation

  • Andrey Duván Rincón-Torres & Luisa María de la Hortúa-Pulido & Kimberly Rojas-Silva & Juan Manuel Julio-Román, 2023. "The Low Frequency Effect of Macroeconomic News on Colombian Government Bond Yields," Borradores de Economia 1263, Banco de la Republica de Colombia.
    • Handle: RePEc:bdr:borrec:1263
    DOI: 10.32468/be.1263
    as

    Download full text from publisher

    File URL: https://doi.org/10.32468/be.1263
    Download Restriction: no
    File URL: https://libkey.io/10.32468/be.1263?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Guglielmo Maria Caporale & Fabio Spagnolo & Nicola Spagnolo, 2018. "Macro news and bond yield spreads in the euro area," The European Journal of Finance, Taylor & Francis Journals, vol. 24(2), pages 114-134, January.
    3. Beirne, John & Fratzscher, Marcel, 2013. "The pricing of sovereign risk and contagion during the European sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 60-82.
    4. Andrews, Donald W K, 1991. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Econometrica, Econometric Society, vol. 59(3), pages 817-858, May.
    5. Refet S. Gürkaynak & Brian Sack & Eric Swanson, 2005. "The Sensitivity of Long-Term Interest Rates to Economic News: Evidence and Implications for Macroeconomic Models," American Economic Review, American Economic Association, vol. 95(1), pages 425-436, March.
    6. Cochrane, John H, 1988. "How Big Is the Random Walk in GNP?," Journal of Political Economy, University of Chicago Press, vol. 96(5), pages 893-920, October.
    7. Faust, Jon & Rogers, John H. & Wang, Shing-Yi B. & Wright, Jonathan H., 2007. "The high-frequency response of exchange rates and interest rates to macroeconomic announcements," Journal of Monetary Economics, Elsevier, vol. 54(4), pages 1051-1068, May.
    8. Cochrane, John H. & Sbordone, Argia M., 1988. "Multivariate estimates of the permanent components of GNP and stock prices," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 255-296.
    9. Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Clara Vega, 2003. "Micro Effects of Macro Announcements: Real-Time Price Discovery in Foreign Exchange," American Economic Review, American Economic Association, vol. 93(1), pages 38-62, March.
    10. Andritzky, Jochen R. & Bannister, Geoffrey J. & Tamirisa, Natalia T., 2007. "The impact of macroeconomic announcements on emerging market bonds," Emerging Markets Review, Elsevier, vol. 8(1), pages 20-37, March.
    11. Andersen, Torben G. & Bollerslev, Tim & Diebold, Francis X. & Vega, Clara, 2007. "Real-time price discovery in global stock, bond and foreign exchange markets," Journal of International Economics, Elsevier, vol. 73(2), pages 251-277, November.
    12. Nelson, Charles R & Siegel, Andrew F, 1987. "Parsimonious Modeling of Yield Curves," The Journal of Business, University of Chicago Press, vol. 60(4), pages 473-489, October.
    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. 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.
    2. Eguren-Martin, Fernando & McLaren, Nick, 2015. "How much do UK market interest rates respond to macroeconomic data news?," Bank of England Quarterly Bulletin, Bank of England, vol. 55(3), pages 259-272.
    3. Caruso, Alberto, 2019. "Macroeconomic news and market reaction: Surprise indexes meet nowcasting," International Journal of Forecasting, Elsevier, vol. 35(4), pages 1725-1734.
    4. Santos, Francisco Luna & Garcia, Márcio Gomes Pinto & Medeiros, Marcelo Cunha, 2016. "The High Frequency Impact of Macroeconomic Announcements in the Brazilian Futures Markets," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 36(2), November.
    5. Marcio Garcia & Marcelo Medeiros & Francisco Eduardo de Luna e Almeida Santos, 2014. "The impact of macroeconomic announcements in the Brazilian futures markets," Textos para discussão 623, Department of Economics PUC-Rio (Brazil).
    6. Özatay, Fatih & Özmen, Erdal & Sahinbeyoglu, Gülbin, 2009. "Emerging market sovereign spreads, global financial conditions and U.S. macroeconomic news," Economic Modelling, Elsevier, vol. 26(2), pages 526-531, March.
    7. Marcello Pericoli & Giovanni Veronese, 2015. "Forecaster heterogeneity, surprises and financial markets," Temi di discussione (Economic working papers) 1020, Bank of Italy, Economic Research and International Relations Area.
    8. Bingxin Ann Xing & Bruno Feunou & Morvan Nongni-Donfack & Rodrigo Sekkel, 2024. "U.S. Macroeconomic News and Low-Frequency Changes in Small Open Economies’ Bond Yields," Staff Working Papers 24-12, Bank of Canada.
    9. Ben Omrane, Walid & Savaser, Tanseli & Welch, Robert & Zhou, Xinyao, 2019. "Time-varying effects of macroeconomic news on euro-dollar returns," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    10. Ben Omrane, Walid & Savaşer, Tanseli, 2016. "The sign switch effect of macroeconomic news in foreign exchange markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 45(C), pages 96-114.
    11. Imane El Ouadghiri & Valérie Mignon & Nicolas Boitout, 2016. "On the impact of macroeconomic news surprises on Treasury-bond returns," Annals of Finance, Springer, vol. 12(1), pages 29-53, February.
    12. Caporale, Guglielmo Maria & Spagnolo, Fabio & Spagnolo, Nicola, 2018. "Exchange rates and macro news in emerging markets," Research in International Business and Finance, Elsevier, vol. 46(C), pages 516-527.
    13. Linda S. Goldberg & Christian Grisse, 2013. "Time variation in asset price responses to macro announcements," Working Papers 2013-11, Swiss National Bank.
    14. Thomas Gilbert & Chiara Scotti & Georg Strasser & Clara Vega, 2015. "Is the Intrinsic Value of Macroeconomic News Announcements Related to their Asset Price Impact?," Finance and Economics Discussion Series 2015-46, Board of Governors of the Federal Reserve System (U.S.).
    15. Pilar Poncela & Eva Senra, 2017. "Measuring uncertainty and assessing its predictive power in the euro area," Empirical Economics, Springer, vol. 53(1), pages 165-182, August.
    16. Luca Brugnolini & Antonello D’Agostino & Alex Tagliabracci, 2021. "Is Anything Predictable in Market-Based Surprises?," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 7(3), pages 387-410, November.
    17. Ann Xing, Bingxin & Feunou, Bruno & Nongni-Donfack, Morvan & Sekkel, Rodrigo, 2024. "U.S. macroeconomic news and low-frequency changes in bond yields in Canada, Sweden and the U.K," Journal of Banking & Finance, Elsevier, vol. 168(C).
    18. Ben Omrane, Walid & Savaşer, Tanseli, 2017. "Exchange rate volatility response to macroeconomic news during the global financial crisis," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 130-143.
    19. Reinhold Heinlein & Gabriele M. Lepori, 2022. "Do financial markets respond to macroeconomic surprises? Evidence from the UK," Empirical Economics, Springer, vol. 62(5), pages 2329-2371, May.
    20. de Boer, Jantke & Eichler, Stefan & Rövekamp, Ingmar, 2024. "Protectionism, bilateral integration, and the cross section of exchange rate returns in US presidential debates," Journal of International Money and Finance, Elsevier, vol. 147(C).

    More about this item

    Keywords

    Macroeconomic announcements; News; Low frequency analysis; Treasury bonds spot rates; Anuncios de cifras macroeconómicas; Noticias; Análisis de baja frecuencia; Tasa de los bonos de tesorería;
    All these keywords.

    JEL classification:

    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E47 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Forecasting and Simulation: Models and Applications
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:bdr:borrec:1263. 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: Clorith Angélica Bahos Olivera (email available below). General contact details of provider: https://edirc.repec.org/data/brcgvco.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.