IDEAS home Printed from https://ideas.repec.org/p/bfr/banfra/806.html
   My bibliography  Save this paper

The Dynamic Effects of the ECB’s Asset Purchases: a Survey-Based Identification

Author

Listed:
  • Lhuissier Stéphane
  • Nguyen Benoît

Abstract

This paper estimates the dynamic effects of the ECB's asset purchase programme (APP) using a proxy structural vector autoregression. We construct a novel proxy for structural APP shocks as unexpected changes in the size of additional purchases announced by the ECB. Unexpected changes are inferred from public expectations released in quantitative surveys just before monetary policy announcements. The results consistently show that innovations to APP have expansionary effects on both output and prices: an immediate increase in asset purchases of one percent of GDP leads to a maximum impact in industrial production and consumer prices by 0.15 percent and 0.06 percent, respectively. Overall, APP shocks account for less than a fifth of the long-run macroeconomic variability. Finally, our counterfactual analyses indicate that APP and its successive recalibrations were central in supporting inflation. For example, we find inflation would have fallen into negative territory without December 2015 and March 2016 APP recalibrations.

Suggested Citation

  • Lhuissier Stéphane & Nguyen Benoît, 2021. "The Dynamic Effects of the ECB’s Asset Purchases: a Survey-Based Identification," Working papers 806, Banque de France.
    • Handle: RePEc:bfr:banfra:806
    as

    Download full text from publisher

    File URL: https://publications.banque-france.fr/sites/default/files/medias/documents/wp806_0.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Weale, Martin & Wieladek, Tomasz, 2016. "What are the macroeconomic effects of asset purchases?," Journal of Monetary Economics, Elsevier, vol. 79(C), pages 81-93.
    2. Karel Mertens & Morten O. Ravn, 2013. "The Dynamic Effects of Personal and Corporate Income Tax Changes in the United States," American Economic Review, American Economic Association, vol. 103(4), pages 1212-1247, June.
    3. Carlo Altavilla & Domenico Giannone & Michele Lenza, 2016. "The Financial and Macroeconomic Effects of the OMT Announcements," International Journal of Central Banking, International Journal of Central Banking, vol. 12(3), pages 29-57, September.
    4. Christian Pfister & Jean-Guillaume Sahuc, 2020. "Unconventional monetary policies: A stock-taking exercise," Revue d'économie politique, Dalloz, vol. 130(2), pages 137-169.
    5. Uhlig, Harald, 2005. "What are the effects of monetary policy on output? Results from an agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
    6. Dimitri Vayanos & Jean‐Luc Vila, 2021. "A Preferred‐Habitat Model of the Term Structure of Interest Rates," Econometrica, Econometric Society, vol. 89(1), pages 77-112, January.
    7. Kyungmin Kim & Thomas Laubach & Min Wei, 2020. "Macroeconomic Effects of Large-Scale Asset Purchases: New Evidence," Finance and Economics Discussion Series 2020-047, Board of Governors of the Federal Reserve System (U.S.).
    8. Altavilla, Carlo & Brugnolini, Luca & Gürkaynak, Refet S. & Motto, Roberto & Ragusa, Giuseppe, 2019. "Measuring euro area monetary policy," Journal of Monetary Economics, Elsevier, vol. 108(C), pages 162-179.
    9. Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
    10. Leeper, Eric M. & Zha, Tao, 2003. "Modest policy interventions," Journal of Monetary Economics, Elsevier, vol. 50(8), pages 1673-1700, November.
    11. Hesse, Henning & Hofmann, Boris & Weber, James Michael, 2018. "The macroeconomic effects of asset purchases revisited," Journal of Macroeconomics, Elsevier, vol. 58(C), pages 115-138.
    12. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
    13. Arias, Jonas E. & Rubio-Ramírez, Juan F. & Waggoner, Daniel F., 2021. "Inference in Bayesian Proxy-SVARs," Journal of Econometrics, Elsevier, vol. 225(1), pages 88-106.
    14. Juan F. Rubio-Ramírez & Daniel F. Waggoner & Tao Zha, 2010. "Structural Vector Autoregressions: Theory of Identification and Algorithms for Inference," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 665-696.
    15. Mark Gertler & Peter Karadi, 2015. "Monetary Policy Surprises, Credit Costs, and Economic Activity," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 44-76, January.
    16. Fabo, Brian & Jančoková, Martina & Kempf, Elisabeth & Pástor, Ľuboš, 2021. "Fifty shades of QE: Comparing findings of central bankers and academics," Journal of Monetary Economics, Elsevier, vol. 120(C), pages 1-20.
    17. Angeloni,Ignazio & Kashyap,Anil K. & Mojon,Benoît (ed.), 2003. "Monetary Policy Transmission in the Euro Area," Cambridge Books, Cambridge University Press, number 9780521828642.
    18. Lhuissier, Stéphane, 2017. "Financial intermediaries’ instability and euro area macroeconomic dynamics," European Economic Review, Elsevier, vol. 98(C), pages 49-72.
    19. Christiane Baumeister & Luca Benati, 2013. "Unconventional Monetary Policy and the Great Recession: Estimating the Macroeconomic Effects of a Spread Compression at the Zero Lower Bound," International Journal of Central Banking, International Journal of Central Banking, vol. 9(2), pages 165-212, June.
    20. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    21. Jef Boeckx & Maarten Dossche & Gert Peersman, 2017. "Effectiveness and Transmission of the ECB's Balance Sheet Policies," International Journal of Central Banking, International Journal of Central Banking, vol. 13(1), pages 297-333, February.
    22. Forni, Mario & Gambetti, Luca, 2014. "Sufficient information in structural VARs," Journal of Monetary Economics, Elsevier, vol. 66(C), pages 124-136.
    23. Wieladek, Tomasz & Garcia Pascual, Antonio, 2016. "The European Central Bank’s QE: A new hope," CEPR Discussion Papers 11309, C.E.P.R. Discussion Papers.
    24. Stéphane Lhuissier & Urszula Szczerbowicz, 2022. "Monetary Policy and Corporate Debt Structure," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(3), pages 497-515, June.
    25. De Santis, Roberto A., 2018. "Unobservable country bond premia and fragmentation," Journal of International Money and Finance, Elsevier, vol. 82(C), pages 1-25.
    26. Leonardo Gambacorta & Boris Hofmann & Gert Peersman, 2014. "The Effectiveness of Unconventional Monetary Policy at the Zero Lower Bound: A Cross‐Country Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(4), pages 615-642, June.
    27. Jef Boeckx & Maarten Dossche & Alessandro Galesi & Boris Hofmann & Gert Peersman, 2019. "Do SVARs with sign restrictions not identify unconventional monetary policy shocks?," Working Papers 1926, Banco de España.
    28. Hammermann, Felix & Leonard, Kieran & Nardelli, Stefano & von Landesberger, Julian, 2019. "Taking stock of the Eurosystem’s asset purchase programme after the end of net asset purchases," Economic Bulletin Articles, European Central Bank, vol. 2.
    29. Antolín-Díaz, Juan & Petrella, Ivan & Rubio-Ramírez, Juan F., 2021. "Structural scenario analysis with SVARs," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 798-815.
    30. Michele Lenza & Giorgio E. Primiceri, 2020. "How to Estimate a VAR after March 2020," NBER Working Papers 27771, National Bureau of Economic Research, Inc.
    31. Daniel F. Waggoner & Tao Zha, 1999. "Conditional Forecasts In Dynamic Multivariate Models," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 639-651, November.
    32. Marek Jarociński & Peter Karadi, 2020. "Deconstructing Monetary Policy Surprises—The Role of Information Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(2), pages 1-43, April.
    33. Andrade, Philippe & Ferroni, Filippo, 2021. "Delphic and odyssean monetary policy shocks: Evidence from the euro area," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 816-832.
    34. Cúrdia, Vasco & Woodford, Michael, 2011. "The central-bank balance sheet as an instrument of monetarypolicy," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 54-79, January.
    35. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    36. Adam Elbourne & Kan Ji, 2019. "Do zero and sign restricted SVARs identify unconventional monetary policy shocks in the euro area?," CPB Discussion Paper 391, CPB Netherlands Bureau for Economic Policy Analysis.
    37. Adam Elbourne & Kan Ji, 2019. "Do zero and sign restricted SVARs identify unconventional monetary policy shocks in the euro area?," CPB Discussion Paper 391.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    38. Han Chen & Vasco Cúrdia & Andrea Ferrero, 2012. "The Macroeconomic Effects of Large‐scale Asset Purchase Programmes," Economic Journal, Royal Economic Society, vol. 122(564), pages 289-315, November.
    39. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    40. Barbara Rossi, 2018. "Identifying and estimating the effects of unconventional monetary policy in the data: How to do It and what have we learned?," Economics Working Papers 1641, Department of Economics and Business, Universitat Pompeu Fabra, revised Jul 2020.
    41. Peersman, Gert & Smets, Frank, 2001. "The monetary transmission mechanism in the euro area: more evidence from VAR analysis," Working Paper Series 91, European Central Bank.
    42. Philip Liu & Konstantinos Theodoridis & Haroon Mumtaz & Francesco Zanetti, 2019. "Changing Macroeconomic Dynamics at the Zero Lower Bound," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 391-404, July.
    43. Benati, Luca, 2021. "Leaning against house prices: A structural VAR investigation," Journal of Monetary Economics, Elsevier, vol. 118(C), pages 399-412.
    44. Brian Fabo & Martina Jancokova & Elisabeth Kempf & Lubos Pastor, 2020. "Fifty Shades of QE: Conflicts of Interest in Economic Research," Working Papers 2020-128, Becker Friedman Institute for Research In Economics.
    45. Eric M. Leeper & Christopher A. Sims & Tao Zha, 1996. "What Does Monetary Policy Do?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(2), pages 1-78.
    46. Lutz Kilian, 2009. "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market," American Economic Review, American Economic Association, vol. 99(3), pages 1053-1069, June.
    47. Giovanni Favara & Simon Gilchrist & Kurt F. Lewis & Egon Zakrajšek, 2016. "Updating the Recession Risk and the Excess Bond Premium," FEDS Notes 2016-10-06, Board of Governors of the Federal Reserve System (U.S.).
    48. Hartmann, Philipp & Smets, Frank, 2018. "The first twenty years of the European Central Bank: monetary policy," Working Paper Series 2219, European Central Bank.
    49. Guangye Cao & Andrew Foerster, 2013. "Expectations of large-scale asset purchases," Economic Review, Federal Reserve Bank of Kansas City, issue Q II, pages 5-29.
    50. Rostagno, Massimo & Altavilla, Carlo & Carboni, Giacomo & Lemke, Wolfgang & Motto, Roberto & Saint Guilhem, Arthur & Yiangou, Jonathan, 2019. "A tale of two decades: the ECB’s monetary policy at 20," Working Paper Series 2346, European Central Bank.
    51. Tomasz Wieladek & Antonio I. Garcia Pascual, 2016. "The European Central Bank's QE: A New Hope," CESifo Working Paper Series 5946, CESifo.
    52. Giovanni Favara & Simon Gilchrist & Kurt F. Lewis & Egon Zakrajšek, 2016. "Recession Risk and the Excess Bond Premium," FEDS Notes 2016-04-08, Board of Governors of the Federal Reserve System (U.S.).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Christophe Blot & Paul Hubert & Jérôme Creel & Caroline Bozou, 2023. "The conditionality of monetary policy instruments," EconomiX Working Papers 2023-15, University of Paris Nanterre, EconomiX.
    2. Andrejs Zlobins, 2021. "On the Time-varying Effects of the ECB's Asset Purchases," Working Papers 2021/02, Latvijas Banka.
    3. Rostagno, Massimo & Altavilla, Carlo & Carboni, Giacomo & Lemke, Wolfgang & Motto, Roberto & Saint Guilhem, Arthur, 2021. "Combining negative rates, forward guidance and asset purchases: identification and impacts of the ECB’s unconventional policies," Working Paper Series 2564, European Central Bank.

    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. Rostagno, Massimo & Altavilla, Carlo & Carboni, Giacomo & Lemke, Wolfgang & Motto, Roberto & Saint Guilhem, Arthur, 2021. "Combining negative rates, forward guidance and asset purchases: identification and impacts of the ECB’s unconventional policies," Working Paper Series 2564, European Central Bank.
    2. Nikolay Hristov & Oliver Hülsewig & Johann Scharler, 2021. "Unconventional Monetary Policy Shocks in the Euro Area and the Sovereign-Bank Nexus," International Journal of Central Banking, International Journal of Central Banking, vol. 17(3), pages 337-383, September.
    3. Oliver Hülsewig & Horst Rottmann, 2022. "Euro Area Periphery Countries' Fiscal Policy and Monetary Policy Surprises," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(3), pages 544-568, June.
    4. Breitenlechner, Max & Gründler, Daniel & Scharler, Johann, 2021. "Unconventional monetary policy announcements and information shocks in the U.S," Journal of Macroeconomics, Elsevier, vol. 67(C).
    5. Andrejs Zlobins, 2021. "On the Time-varying Effects of the ECB's Asset Purchases," Working Papers 2021/02, Latvijas Banka.
    6. Maria Sole Pagliari, 2021. "Does one (unconventional) size fit all? Effects of the ECB's unconventional monetary policies on the euro area economies," Working papers 829, Banque de France.
    7. Stéphane Lhuissier & Urszula Szczerbowicz, 2022. "Monetary Policy and Corporate Debt Structure," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(3), pages 497-515, June.
    8. Marco Bernardini & Antonio M. Conti, 2023. "Announcement and implementation effects of central bank asset purchases," Temi di discussione (Economic working papers) 1435, Bank of Italy, Economic Research and International Relations Area.
    9. Stéphane Lhuissier & Benoît Mojon & Juan Rubio-Ramírez, 2020. "Does the Liquidity Trap Exist?," Working Papers 2020-04, FEDEA.
    10. Kortela, Tomi & Nelimarkka, Jaakko, 2020. "The effects of conventional and unconventional monetary policy: Identification through the yield curve," Bank of Finland Research Discussion Papers 3/2020, Bank of Finland.
    11. Weale, Martin & Wieladek, Tomasz, 2022. "Financial effects of QE and conventional monetary policy compared," Journal of International Money and Finance, Elsevier, vol. 127(C).
    12. Gan‐Ochir Doojav & Davaasukh Damdinjav, 2023. "The macroeconomic effects of unconventional monetary policies in a commodity‐exporting economy: Evidence from Mongolia," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(4), pages 4627-4654, October.
    13. Kyungmin Kim & Thomas Laubach & Min Wei, 2020. "Macroeconomic Effects of Large-Scale Asset Purchases: New Evidence," Finance and Economics Discussion Series 2020-047, Board of Governors of the Federal Reserve System (U.S.).
    14. Kortela, Tomi & Nelimarkka, Jaakko, 2020. "The effects of conventional and unconventional monetary policy : identification through the yield curve," Research Discussion Papers 3/2020, Bank of Finland.
    15. Maciej Stefański, 2021. "Macroeconomic Effects of Quantitative Easing Using Mid-sized Bayesian Vector Autoregressions," KAE Working Papers 2021-068, Warsaw School of Economics, Collegium of Economic Analysis.
    16. repec:zbw:bofrdp:2020_003 is not listed on IDEAS
    17. Brandt, Lennart & Saint Guilhem, Arthur & Schröder, Maximilian & Van Robays, Ine, 2021. "What drives euro area financial market developments? The role of US spillovers and global risk," Working Paper Series 2560, European Central Bank.
    18. Anastasios Evgenidis & Stephanos Papadamou, 2021. "The impact of unconventional monetary policy in the euro area. Structural and scenario analysis from a Bayesian VAR," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5684-5703, October.
    19. Jef Boeckx & Maarten Dossche & Alessandro Galesi & Boris Hofmann & Gert Peersman, 2019. "Do SVARs with sign restrictions not identify unconventional monetary policy shocks?," Working Papers 1926, Banco de España.
    20. Luca Dedola & Georgios Georgiadis & Johannes Gräb & Arnaud Mehl, 2018. "Does a Big Bazooka Matter? Central Bank Balance-Sheet Policies and Exchange Rates," GRU Working Paper Series GRU_2018_024, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
    21. Breitenlechner, Max & Georgiadis, Georgios & Schumann, Ben, 2022. "What goes around comes around: How large are spillbacks from US monetary policy?," Journal of Monetary Economics, Elsevier, vol. 131(C), pages 45-60.

    More about this item

    Keywords

    Monetary Policy; Asset Purchase Programme; Proxy-SVAR; Eurosystem; ECB; QE;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

    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:bfr:banfra:806. 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: Michael brassart (email available below). General contact details of provider: https://edirc.repec.org/data/bdfgvfr.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.