IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/22638.html

How Quantitative Easing Works: Evidence on the Refinancing Channel

Author

Listed:
  • Marco Di Maggio
  • Amir Kermani
  • Christopher Palmer

Abstract

Despite massive large-scale asset purchases (LSAPs) by central banks around the world since the global financial crisis, there is a lack of empirical evidence on whether and how these programs affect the real economy. Using rich borrower-linked mortgage-market data, we document that there is a “flypaper effect” of LSAPs, where the transmission of unconventional monetary policy to interest rates and (more importantly) origination volumes depends crucially on the assets purchased and degree of segmentation in the market. For example, QE1, which involved significant purchases of GSE-guaranteed mortgages, increased GSE-eligible mortgage originations significantly more than the origination of GSE-ineligible mortgages. In contrast, QE2’s focus on purchasing Treasuries did not have such differential effects. We find that the Fed’s purchase of MBS (rather than exclusively Treasuries) during QE1 resulted in an additional $600 billion of refinancing, substantially reducing interest payments for refinancing households, leading to a boom in equity extraction, and increasing consumption by an additional $76 billion. This de facto allocation of credit across mortgage market segments, combined with sharp bunching around GSE eligibility cutoffs, establishes an important complementarity between monetary policy and macroprudential housing policy. Our counterfactual simulations estimate that relaxing GSE eligibility requirements would have significantly increased refinancing activity in response to QE1, including a 20% increase in equity extraction by households. Overall, our results imply that central banks could most effectively provide unconventional monetary stimulus by supporting the origination of debt that would not be originated otherwise.

Suggested Citation

  • Marco Di Maggio & Amir Kermani & Christopher Palmer, 2016. "How Quantitative Easing Works: Evidence on the Refinancing Channel," NBER Working Papers 22638, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:22638
    Note: AP CF EFG ME PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w22638.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    2. Charles W. Calomiris & Urooj Khan, 2015. "An Assessment of TARP Assistance to Financial Institutions," Journal of Economic Perspectives, American Economic Association, vol. 29(2), pages 53-80, Spring.
    3. 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.
    4. Angela Maddaloni & Jose-Luis Peydro, 2011. "Bank Risk-taking, Securitization, Supervision, and Low Interest Rates: Evidence from the Euro-area and the U.S. Lending Standards," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 2121-2165.
    5. Jeremy C. Stein, 2012. "Monetary Policy as Financial Stability Regulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 57-95.
    6. Sumit Agarwal & Souphala Chomsisengphet & Neale Mahoney & Strö & Johannes bel, 2015. "Do Banks Pass Through Credit Expansions? The Marginal Profitability of Consumer Lending During the Great Recession," CESifo Working Paper Series 5521, CESifo.
    7. Chernenko, Sergey & Hanson, Samuel Gregory & Sunderam, Adi, 2014. "The Rise and Fall of Demand for Securitizations," Working Paper Series 2014-16, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    8. Gomez, Matthieu & Landier, Augustin & Sraer, David & Thesmar, David, 2021. "Banks’ exposure to interest rate risk and the transmission of monetary policy," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 543-570.
    9. Mr. John Silvia & Mr. Lorenz Kueng & Mr. Olivier Coibion & Mr. Yuriy Gorodnichenko, 2012. "Innocent Bystanders? Monetary Policy and Inequality in the U.S," IMF Working Papers 2012/199, International Monetary Fund.
    10. Asani Sarkar & Jeffrey Shrader, 2010. "Financial amplification mechanisms and the Federal Reserve’s supply of liquidity during the crisis," Economic Policy Review, Federal Reserve Bank of New York, vol. 16(Aug), pages 55-74.
    11. Stephen D. Williamson, 2012. "Liquidity, Monetary Policy, and the Financial Crisis: A New Monetarist Approach," American Economic Review, American Economic Association, vol. 102(6), pages 2570-2605, October.
    12. Julio J. Rotemberg & Michael Woodford, 1997. "An Optimization-Based Econometric Framework for the Evaluation of Monetary Policy," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 297-361, National Bureau of Economic Research, Inc.
    13. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    14. Adam Ashcraft & Nicolae Gârleanu & Lasse Heje Pedersen, 2011. "Two Monetary Tools: Interest Rates and Haircuts," NBER Chapters, in: NBER Macroeconomics Annual 2010, volume 25, pages 143-180, National Bureau of Economic Research, Inc.
    15. James Vickery & Joshua Wright, 2013. "TBA trading and liquidity in the agency MBS market," Economic Policy Review, Federal Reserve Bank of New York, vol. 19(May), pages 1-18.
    16. Ben S. Bernanke & Julio J. Rotemberg (ed.), 1997. "NBER Macroeconomics Annual 1997," MIT Press Books, The MIT Press, edition 1, volume 1, number 026252242x, December.
    17. Johannes Stroebel & John B. Taylor, 2012. "Estimated Impact of the Federal Reserve’s Mortgage-Backed Securities Purchase Program," International Journal of Central Banking, International Journal of Central Banking, vol. 8(2), pages 1-42, June.
    18. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 215-287.
    19. Chris Downing & Dwight Jaffee, 2009. "Is the Market for Mortgage-Backed Securities a Market for Lemons?," The Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2257-2294, July.
    20. Alexander Rodnyansky & Olivier M. Darmouni, 2017. "The Effects of Quantitative Easing on Bank Lending Behavior," The Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3858-3887.
    21. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
    22. Robin Greenwood & Samuel G Hanson & Gordon Y Liao, 2018. "Asset Price Dynamics in Partially Segmented Markets," The Review of Financial Studies, Society for Financial Studies, vol. 31(9), pages 3307-3343.
    23. Atif Mian & Amir Sufi, 2011. "House Prices, Home Equity-Based Borrowing, and the US Household Leverage Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 2132-2156, August.
    24. Matthias Doepke & Martin Schneider, 2006. "Inflation and the Redistribution of Nominal Wealth," Journal of Political Economy, University of Chicago Press, vol. 114(6), pages 1069-1097, December.
    25. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    26. Benjamin J. Keys & Tomasz Piskorski & Amit Seru & Vincent Yao, 2014. "Mortgage Rates, Household Balance Sheets, and the Real Economy," NBER Working Papers 20561, National Bureau of Economic Research, Inc.
    27. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    28. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(2 (Fall)), pages 215-287.
    29. Michael Carlos Best & James Cloyne & Ethan Ilzetzki & Henrik Jacobsen Kleven, 2015. "Interest rates, debt and intertemporal allocation: evidence from notched mortgage contracts in the United Kingdom," Bank of England working papers 543, Bank of England.
    30. Rodney Ramcharan & Amir Kermani & Marco Di Maggio, 2015. "Monetary Policy Pass-Through: Household Consumption and Voluntary Deleveraging," 2015 Meeting Papers 256, Society for Economic Dynamics.
    31. Glaeser, Edward L. & Kallal, Hedi D., 1997. "Thin Markets, Asymmetric Information, and Mortgage-Backed Securities," Journal of Financial Intermediation, Elsevier, vol. 6(1), pages 64-86, January.
    32. Gene Amromin & Caitlin Kearns, 2014. "Access to Refinancing and Mortgage Interest Rates: HARPing on the Importance of Competition," Working Paper Series WP-2014-25, Federal Reserve Bank of Chicago.
    33. Andreas Fuster & Laurie Goodman & David O. Lucca & Laurel Madar & Linsey Molloy & Paul S. Willen, 2013. "The rising gap between primary and secondary mortgage rates," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 17-39.
    34. Hancock, Diana & Passmore, Wayne, 2011. "Did the Federal Reserve's MBS purchase program lower mortgage rates?," Journal of Monetary Economics, Elsevier, vol. 58(5), pages 498-514.
    35. Wallace, Neil, 1981. "A Modigliani-Miller Theorem for Open-Market Operations," American Economic Review, American Economic Association, vol. 71(3), pages 267-274, June.
    36. Anthony A. DeFusco & Andrew Paciorek, 2017. "The Interest Rate Elasticity of Mortgage Demand: Evidence from Bunching at the Conforming Loan Limit," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 210-240, February.
    37. Vanasco, Victoria, 2014. "Information Acquisition vs. Liquidity in Financial Markets," Research Papers 3248, Stanford University, Graduate School of Business.
    38. Daniel Greenwald, 2016. "The Mortgage Credit Channel of Macroeconomic Transmission," 2016 Meeting Papers 1551, Society for Economic Dynamics.
    39. Gertler, Mark & Karadi, Peter, 2011. "A model of unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 17-34, January.
    40. Greg Kaplan & Giovanni L. Violante, 2014. "A Model of the Consumption Response to Fiscal Stimulus Payments," Econometrica, Econometric Society, vol. 82(4), pages 1199-1239, July.
    41. 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.
    42. Brunner, Karl, et al, 1973. "Fiscal and Monetary Policies in Moderate Inflation: Case Studies of Three Countries," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 5(1), pages 313-353, Part II F.
    43. Sterk, Vincent & Tenreyro, Silvana, 2013. "The transmission of monetary policy operations through redistributions and durable purchases," LSE Research Online Documents on Economics 121787, London School of Economics and Political Science, LSE Library.
    44. 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.
    45. Naohiko Baba & Motoharu Nakashima & Yosuke Shigemi & Kazuo Ueda, 2006. "The Bank of Japan's Monetary Policy and Bank Risk Premiums in the Money Market," International Journal of Central Banking, International Journal of Central Banking, vol. 2(1), March.
    46. Chakraborty, Indraneel & Goldstein, Itay & MacKinlay, Andrew, 2020. "Monetary stimulus and bank lending," Journal of Financial Economics, Elsevier, vol. 136(1), pages 189-218.
    47. Di Maggio, Marco & Kacperczyk, Marcin, 2017. "The unintended consequences of the zero lower bound policy," Journal of Financial Economics, Elsevier, vol. 123(1), pages 59-80.
    48. Eric T. Swanson, 2016. "Measuring the Effects of Unconventional Monetary Policy on Asset Prices," Central Banking, Analysis, and Economic Policies Book Series, in: Elías Albagli & Diego Saravia & Michael Woodford (ed.),Monetary Policy through Asset Markets: Lessons from Unconventional Measures and Implications for an Integrated World, edition 1, volume 24, chapter 4, pages 105-130, Central Bank of Chile.
    49. Sumit Agarwal & Gene Amromin & Souphala Chomsisengphet & Tim Landvoigt & Tomasz Piskorski & Amit Seru & Vincent Yao, 2015. "Mortgage Refinancing, Consumer Spending, and Competition: Evidence from the Home Affordable Refinancing Program," NBER Working Papers 21512, National Bureau of Economic Research, Inc.
    50. David S. Scharfstein & Adi Sunderam, 2013. "Concentration in Mortgage Lending, Refinancing Activity and Mortgage Rates," NBER Working Papers 19156, National Bureau of Economic Research, Inc.
    51. Foley-Fisher, Nathan & Ramcharan, Rodney & Yu, Edison, 2016. "The impact of unconventional monetary policy on firm financing constraints: Evidence from the maturity extension program," Journal of Financial Economics, Elsevier, vol. 122(2), pages 409-429.
    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. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95, May.
    2. Semyon Malamud & Andreas Schrimpf, 2016. "Intermediation Markups and Monetary Policy Passthrough," Swiss Finance Institute Research Paper Series 16-75, Swiss Finance Institute.
    3. Rodney Ramcharan & Amir Kermani & Marco Di Maggio, 2015. "Monetary Policy Pass-Through: Household Consumption and Voluntary Deleveraging," 2015 Meeting Papers 256, Society for Economic Dynamics.
    4. Paludkiewicz, Karol, 2021. "Unconventional Monetary Policy, Bank Lending, and Security Holdings: The Yield-Induced Portfolio-Rebalancing Channel," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(2), pages 531-568, March.
    5. Galema, Rients & Lugo, Stefano, 2021. "When central banks buy corporate bonds: Target selection and impact of the European Corporate Sector Purchase Program," Journal of Financial Stability, Elsevier, vol. 54(C).
    6. Tischer, Johannes, 2018. "Quantitative easing, portfolio rebalancing and credit growth: Micro evidence from Germany," Discussion Papers 20/2018, Deutsche Bundesbank.
    7. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2013. "The ins and outs of LSAPs," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City.
    8. Albertazzi, Ugo & Barbiero, Francesca & Marqués-Ibáñez, David & Popov, Alexander & Rodriguez d’Acri, Costanza & Vlassopoulos, Thomas, 2020. "Monetary policy and bank stability: the analytical toolbox reviewed," Working Paper Series 2377, European Central Bank.
    9. Meixing Dai & Frédéric Dufourt & Qiao Zhang, 2013. "Large Scale Asset Purchases with segmented mortgage and corporate loan markets," Working Papers of BETA 2013-20, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    10. Andreas Fuster & Stephanie H. Lo & Paul S. Willen, 2024. "The Time‐Varying Price of Financial Intermediation in the Mortgage Market," Journal of Finance, American Finance Association, vol. 79(4), pages 2553-2602, August.
    11. Phil Molyneux & Rue Xie & John Thornton & Alessio Reghezza, 2017. "Did Negative Interest Rates Impact Bank Lending?," Working Papers 17002, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
    12. Wang, Ling, 2019. "Measuring the effects of unconventional monetary policy on MBS spreads: A comparative study," The North American Journal of Economics and Finance, Elsevier, vol. 49(C), pages 235-251.
    13. Kanda, Joana F. & Pinto, João M. & Silva, Beatriz P., 2025. "The ECB’s APP’s impact on non-financial firms’ cost of borrowing and debt choice," Journal of Financial Stability, Elsevier, vol. 77(C).
    14. Kazuo Nishimura & Carine Nourry & Thomas Seegmuller & Alain Venditti, 2015. "On the (de)stabilizing effect of public debt in a Ramsey model with heterogeneous agents," International Journal of Economic Theory, The International Society for Economic Theory, vol. 11(1), pages 7-24, March.
    15. Matthieu Darracq Paries, 2018. "Financial frictions and monetary policy conduct," Erudite Ph.D Dissertations, Erudite, number ph18-01 edited by Ferhat Mihoubi, December.
    16. Luck, Stephan & Zimmermann, Tom, 2020. "Employment effects of unconventional monetary policy: Evidence from QE," Journal of Financial Economics, Elsevier, vol. 135(3), pages 678-703.
    17. Kurtzman, Robert & Luck, Stephan & Zimmermann, Tom, 2022. "Did QE lead banks to relax their lending standards? Evidence from the Federal Reserve’s LSAPs," Journal of Banking & Finance, Elsevier, vol. 138(C).
    18. Anna Duszak, 2018. "Does the Way of Financing Quantitative Easing Programmes Matter?," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 10(2), pages 101-131, June.
    19. Gang Wang & Yi Shen, 2023. "Did quantitative easing reduce the borrowing costs of firms? The risk‐taking channel," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(1), pages 507-536, March.
    20. W. Scott Frame & Andreas Fuster & Joseph Tracy & James Vickery, 2015. "The Rescue of Fannie Mae and Freddie Mac," Journal of Economic Perspectives, American Economic Association, vol. 29(2), pages 25-52, Spring.

    More about this item

    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • E65 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Studies of Particular Policy Episodes
    • G01 - Financial Economics - - General - - - Financial Crises
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • R28 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Government 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:nbr:nberwo:22638. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.