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Economic growth in the era of unconventional monetary instruments: A FAVAR approach

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  • Fiorelli, Cristiana
  • Meliciani, Valentina

Abstract

After the global financial crisis, the ECB, as other major central banks, has introduced new monetary instruments to effectively respond to economic and financial shocks. This paper aims to analyse the role of monetary policy in the Eurozone's economic activity and studies responses of industrial production and inflation to standard and non-standard monetary tools. First, we perform a VAR model to estimate the effects of exogenous innovations in conventional and unconventional tools on industrial production and inflation. Then, to summarize the external economic developments, we condense the information contained in a large set of time series into a few factors, and then put these factors in a new VAR model (FAVAR). The results show that the unconventional policy has played an important role on economic and financial stabilization. The empirical model suggests also how the contemporaneous implementation of the two different policies is “big guns” on hand to ECB.

Suggested Citation

  • Fiorelli, Cristiana & Meliciani, Valentina, 2019. "Economic growth in the era of unconventional monetary instruments: A FAVAR approach," Journal of Macroeconomics, Elsevier, vol. 62(C).
  • Handle: RePEc:eee:jmacro:v:62:y:2019:i:c:s0164070417305839
    DOI: 10.1016/j.jmacro.2019.01.004
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    1. Christiano, Lawrence J & Eichenbaum, Martin & Evans, Charles, 1996. "The Effects of Monetary Policy Shocks: Evidence from the Flow of Funds," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 16-34, February.
    2. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
    3. Angelopoulou, Eleni & Balfoussia, Hiona & Gibson, Heather D., 2014. "Building a financial conditions index for the euro area and selected euro area countries: What does it tell us about the crisis?," Economic Modelling, Elsevier, vol. 38(C), pages 392-403.
    4. Qianying Chen & Marco Lombardi & Alex Ross & Feng Zhu, 2017. "Global impact of US and euro area unconventional monetary policies: a comparison," BIS Working Papers 610, Bank for International Settlements.
    5. Jing Cynthia Wu & Fan Dora Xia, 2016. "Measuring the Macroeconomic Impact of Monetary Policy at the Zero Lower Bound," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 253-291, March.
    6. Claudio Borio & Anna Zabai, 2018. "Unconventional monetary policies: a re-appraisal," Chapters, in: Peter Conti-Brown & Rosa M. Lastra (ed.), Research Handbook on Central Banking, chapter 20, pages 398-444, Edward Elgar Publishing.
    7. Peersman, Gert, 2011. "Macroeconomic effects of unconventional monetary policy in the euro area," Working Paper Series 1397, European Central Bank.
    8. Ben S. Bernanke & Ilian Mihov, 1998. "Measuring Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 869-902.
    9. Igan, Deniz & Kabundi, Alain & De Simone, Francisco Nadal & Tamirisa, Natalia, 2017. "Monetary policy and balance sheets," Journal of Policy Modeling, Elsevier, vol. 39(1), pages 169-184.
    10. Marcel Fratzscher & Marco Lo Duca & Roland Straub, 2016. "ECB Unconventional Monetary Policy: Market Impact and International Spillovers," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(1), pages 36-74, May.
    11. Peersman, Gert, 2011. "Macroeconomic Effects of Unconventional Monetary Policy in the Euro Area," CEPR Discussion Papers 8348, C.E.P.R. Discussion Papers.
    12. 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.
    13. Ben S. Bernanke & Jean Boivin & Piotr Eliasz, 2005. "Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 387-422.
    14. Jushan Bai & Serena Ng, 2004. "A PANIC Attack on Unit Roots and Cointegration," Econometrica, Econometric Society, vol. 72(4), pages 1127-1177, July.
    15. Urszula Szczerbowicz, 2015. "The ECB Unconventional Monetary Policies: Have They Lowered Market Borrowing Costs for Banks and Governments?," International Journal of Central Banking, International Journal of Central Banking, vol. 11(4), pages 91-127, December.
    16. Marco J. Lombardi & Feng Zhu, 2018. "A Shadow Policy Rate to Calibrate U.S. Monetary Policy at the Zero Lower Bound," International Journal of Central Banking, International Journal of Central Banking, vol. 14(5), pages 305-346, December.
    17. Gauti B. Eggertsson & Michael Woodford, 2003. "The Zero Bound on Interest Rates and Optimal Monetary Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(1), pages 139-235.
    18. Bernanke, Ben S & Blinder, Alan S, 1992. "The Federal Funds Rate and the Channels of Monetary Transmission," American Economic Review, American Economic Association, vol. 82(4), pages 901-921, September.
    19. Babecká Kucharčuková, Oxana & Claeys, Peter & Vašíček, Bořek, 2016. "Spillover of the ECB's monetary policy outside the euro area: How different is conventional from unconventional policy?," Journal of Policy Modeling, Elsevier, vol. 38(2), pages 199-225.
    20. Manfred Kremer, 2016. "Macroeconomic effects of financial stress and the role of monetary policy: a VAR analysis for the euro area," International Economics and Economic Policy, Springer, vol. 13(1), pages 105-138, January.
    21. Michael D. Bauer & Glenn D. Rudebusch, 2016. "Monetary Policy Expectations at the Zero Lower Bound," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(7), pages 1439-1465, October.
    22. Joseph Gagnon & Matthew Raskin & Julie Remache & Brian Sack, 2011. "The Financial Market Effects of the Federal Reserve's Large-Scale Asset Purchases," International Journal of Central Banking, International Journal of Central Banking, vol. 7(1), pages 3-43, March.
    23. 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.
    24. Forni, Mario & Giannone, Domenico & Lippi, Marco & Reichlin, Lucrezia, 2009. "Opening The Black Box: Structural Factor Models With Large Cross Sections," Econometric Theory, Cambridge University Press, vol. 25(5), pages 1319-1347, October.
    25. Bernanke, Ben S. & Boivin, Jean, 2003. "Monetary policy in a data-rich environment," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 525-546, April.
    26. 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.
    27. Litterman, Robert B, 1983. "A Random Walk, Markov Model for the Distribution of Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 169-173, April.
    28. 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.
    29. Jakob de Haan & Willem van den End & Jon Frost & Christiaan Pattipeilohy & Mostafa Tabbae, 2013. "Unconventional Monetary Policy of the ECB during the Financial Crisis: An Assessment and New Evidence," SUERF 50th Anniversary Volume Chapters, in: Morten Balling & Ernest Gnan (ed.), 50 Years of Money and Finance: Lessons and Challenges, chapter 4, pages 117-156, SUERF - The European Money and Finance Forum.
    30. Jan Hatzius & Peter Hooper & Frederic S. Mishkin & Kermit L. Schoenholtz & Mark W. Watson, 2010. "Financial Conditions Indexes: A Fresh Look after the Financial Crisis," NBER Working Papers 16150, National Bureau of Economic Research, Inc.
    31. Michael Woodford, 2012. "Methods of policy accommodation at the interest-rate lower bound," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 185-288.
    32. Efrem Castelnuovo & Paolo Surico, 2010. "Monetary Policy, Inflation Expectations and The Price Puzzle," Economic Journal, Royal Economic Society, vol. 120(549), pages 1262-1283, December.
    33. Balabanova, Zlatina & Brüggemann, Ralf, 2017. "External Information And Monetary Policy Transmission In New Eu Member States: Results From Favar Models," Macroeconomic Dynamics, Cambridge University Press, vol. 21(2), pages 311-335, March.
    34. Haitsma, Reinder & Unalmis, Deren & de Haan, Jakob, 2016. "The impact of the ECB's conventional and unconventional monetary policies on stock markets," Journal of Macroeconomics, Elsevier, vol. 48(C), pages 101-116.
    35. Alessi, Lucia & Barigozzi, Matteo & Capasso, Marco, 2010. "Improved penalization for determining the number of factors in approximate factor models," Statistics & Probability Letters, Elsevier, vol. 80(23-24), pages 1806-1813, December.
    36. 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.
    37. Carlos Rodriguez & Carlos A. Carrasco, 2014. "ECB Policy Responses between 2007 and 2014: a chronological analysis and a money quantity assessment of their effects," Working papers wpaper65, Financialisation, Economy, Society & Sustainable Development (FESSUD) Project.
    38. Brett W. Fawley & Christopher J. Neely, 2013. "Four stories of quantitative easing," Review, Federal Reserve Bank of St. Louis, issue Jan, pages 51-88.
    39. Stephan Fahr & Roberto Motto & Massimo Rostagno & Frank Smets & Oreste Tristani, 2013. "A monetary policy strategy in good and bad times: lessons from the recent past [Inflation persistence and price-setting behavior in the euro area – a summary of the IPN evidence]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 28(74), pages 243-288.
    40. James H. Stock & Mark W. Watson, 2005. "Implications of Dynamic Factor Models for VAR Analysis," NBER Working Papers 11467, National Bureau of Economic Research, Inc.
    41. Ben S. Bernanke & Vincent R. Reinhart, 2004. "Conducting Monetary Policy at Very Low Short-Term Interest Rates," American Economic Review, American Economic Association, vol. 94(2), pages 85-90, May.
    42. Michele Lenza & Huw Pill & Lucrezia Reichlin, 2010. "Monetary policy in exceptional times [Preventing deflation: Lessons from Japan’s experience in the 1990s]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(62), pages 295-339.
    43. Diego Nicolas Moccero & Matthieu Darracq Pariès & Laurent Maurin, 2014. "Financial Conditions Index and Identification of Credit Supply Shocks for the Euro Area," International Finance, Wiley Blackwell, vol. 17(3), pages 297-321, December.
    44. Eichenbaum, Martin, 1992. "'Interpreting the macroeconomic time series facts: The effects of monetary policy' : by Christopher Sims," European Economic Review, Elsevier, vol. 36(5), pages 1001-1011, June.
    45. Sax, Christoph & Steiner, Peter, 2013. "Temporal Disaggregation of Time Series," MPRA Paper 53389, University Library of Munich, Germany.
    46. Schwaab, Bernd & Eser, Fabian, 2013. "Assessing asset purchases within the ECB’s securities markets programme," Working Paper Series 1587, European Central Bank.
    47. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    48. William English & Kostas Tsatsaronis & Edda Zoli, 2005. "Assessing the predictive power of measures of financial conditions for macroeconomic variables," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 228-52, Bank for International Settlements.
    49. Domenico Giannone & Michèle Lenza & Lucrezia Reichlin, 2012. "Money, Credit, Monetary Policy and the Business Cycle in the Euro Area," Working Papers ECARES ECARES 2012-008, ULB -- Universite Libre de Bruxelles.
    50. Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
    51. Paul R. Krugman, 1998. "It's Baaack: Japan's Slump and the Return of the Liquidity Trap," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(2), pages 137-206.
    52. Darracq Pariès, Matthieu & Maurin, Laurent & Moccero, Diego, 2014. "Financial conditions index and credit supply shocks for the euro area," Working Paper Series 1644, European Central Bank.
    53. Jay C. Shambaugh, 2012. "The Euro's Three Crises," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(1 (Spring), pages 157-231.
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    More about this item

    Keywords

    Economic growth; Eurozone crisis; Non-standard monetary policy; Monetary policy shock; FAVAR model;
    All these keywords.

    JEL classification:

    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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