IDEAS home Printed from https://ideas.repec.org/a/oup/restud/v87y2020i1p102-129..html
   My bibliography  Save this article

Monetary Policy when Households have Debt: New Evidence on the Transmission Mechanism

Author

Listed:
  • James Cloyne
  • Clodomiro Ferreira
  • Paolo Surico

Abstract

Using household survey data for the U.S. and the U.K., we show that the aggregate response of consumption to interest rate changes is driven by households with a mortgage. Outright home-owners do not adjust expenditure at all while renters change their spending but by less than mortgagors. Income rises for all households as interest rate cuts directly affect firm investment and household consumption, boosting aggregate demand. A crucial difference between the housing tenure groups is the composition of their balance sheets: mortgagors hold sizable illiquid assets but little liquid wealth. Our results reveal that general equilibrium effects on household income coupled with balance-sheet-driven heterogeneity in the marginal propensity to consume play a key role in the transmission of monetary policy.

Suggested Citation

  • James Cloyne & Clodomiro Ferreira & Paolo Surico, 2020. "Monetary Policy when Households have Debt: New Evidence on the Transmission Mechanism," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 102-129.
    • Handle: RePEc:oup:restud:v:87:y:2020:i:1:p:102-129.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/restud/rdy074
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Christina D. Romer & David H. Romer, 2004. "A New Measure of Monetary Shocks: Derivation and Implications," American Economic Review, American Economic Association, vol. 94(4), pages 1055-1084, September.
    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. Jordà, Òscar & Schularick, Moritz & Taylor, Alan M., 2015. "Betting the house," Journal of International Economics, Elsevier, vol. 96(S1), pages 2-18.
    4. Tullio Jappelli & Luigi Pistaferri, 2010. "The Consumption Response to Income Changes," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 479-506, September.
    5. Orazio P. Attanasio & James Banks & Sarah Tanner, 2002. "Asset Holding and Consumption Volatility," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 771-792, August.
    6. Alessandro Calza & Tommaso Monacelli & Livio Stracca, 2013. "Housing Finance And Monetary Policy," Journal of the European Economic Association, European Economic Association, vol. 11, pages 101-122, January.
    7. Sterk, Vincent & Tenreyro, Silvana, 2018. "The transmission of monetary policy through redistributions and durable purchases," Journal of Monetary Economics, Elsevier, vol. 99(C), pages 124-137.
    8. Silvana Tenreyro & Gregory Thwaites, 2016. "Pushing on a String: US Monetary Policy Is Less Powerful in Recessions," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(4), pages 43-74, October.
    9. 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.
    10. Alejandro Justiniano & Giorgio Primiceri & Andrea Tambalotti, 2015. "Household leveraging and deleveraging," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(1), pages 3-20, January.
    11. Nicholas S. Souleles & Jonathan A. Parker & David S. Johnson, 2006. "Household Expenditure and the Income Tax Rebates of 2001," American Economic Review, American Economic Association, vol. 96(5), pages 1589-1610, December.
    12. Richard Blundell & Martin Browning & Costas Meghir, 1994. "Consumer Demand and the Life-Cycle Allocation of Household Expenditures," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(1), pages 57-80.
    13. Mark Aguiar & Mark Bils, 2015. "Has Consumption Inequality Mirrored Income Inequality?," American Economic Review, American Economic Association, vol. 105(9), pages 2725-2756, September.
    14. Timothy Besley & Neil Meads & Paolo Surico, 2013. "Risk Heterogeneity and Credit Supply: Evidence from the Mortgage Market," NBER Macroeconomics Annual, University of Chicago Press, vol. 27(1), pages 375-419.
    15. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    16. Luca Benati, 2005. "U.K. Monetary Regimes and Macroeconomic Stylised Facts," Computing in Economics and Finance 2005 107, Society for Computational Economics.
    17. Tullio Jappelli & Annalisa Scognamiglio, 2016. "Monetary Policy, Mortgages and Consumption: Evidence from Italy," CSEF Working Papers 454, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    18. Andreas Fagereng & Martin B. Holm & Gisle J. Natvik, 2021. "MPC Heterogeneity and Household Balance Sheets," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(4), pages 1-54, October.
    19. Carlos Garriga & Finn E. Kydland & Roman Šustek, 2017. "Mortgages and Monetary Policy," Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3337-3375.
    20. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    21. Karel Mertens & Morten Overgaard Ravn, 2011. "Understanding the Aggregate Effects of Anticipated and Unanticipated Tax Policy Shocks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 27-54, January.
    22. Helen Hughson & Gianni La Cava & Paul Ryan & Penelope Smith, 2016. "The Household Cash Flow Channel of Monetary Policy," RBA Bulletin (Print copy discontinued), Reserve Bank of Australia, pages 21-30, September.
    23. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-248, April.
    24. Monacelli, Tommaso, 2009. "New Keynesian models, durable goods, and collateral constraints," Journal of Monetary Economics, Elsevier, vol. 56(2), pages 242-254, March.
    25. Orazio P. Attanasio & Guglielmo Weber, 2010. "Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 693-751, September.
    26. Ragot, Xavier, 2014. "The case for a financial approach to money demand," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 94-107.
    27. Robert B. Barsky & Christopher L. House & Miles S. Kimball, 2007. "Sticky-Price Models and Durable Goods," American Economic Review, American Economic Association, vol. 97(3), pages 984-998, June.
    28. Atif Mian & Amir Sufi & Francesco Trebbi, 2015. "Foreclosures, House Prices, and the Real Economy," Journal of Finance, American Finance Association, vol. 70(6), pages 2587-2634, December.
    29. Vincent Sterk & Silvana Tenreyro, 2013. "The Transmission of Monetary Policy Operations through Redistributions and Durable Purchases," CEP Discussion Papers dp1249, Centre for Economic Performance, LSE.
    30. Tullio Jappelli & Luigi Pistaferri, 2014. "Fiscal Policy and MPC Heterogeneity," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(4), pages 107-136, October.
    31. Greg Kaplan & Benjamin Moll & Giovanni L. Violante, 2018. "Monetary Policy According to HANK," American Economic Review, American Economic Association, vol. 108(3), pages 697-743, March.
    32. Orazio P. Attanasio & Guglielmo Weber, 1993. "Consumption Growth, the Interest Rate and Aggregation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 631-649.
    33. Greg Kaplan & Giovanni L. Violante & Justin Weidner, 2014. "The Wealthy Hand-to-Mouth," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 77-153.
    34. Edward Nelson, 2000. "UK monetary policy 1972-97: a guide using Taylor rules," Bank of England working papers 120, Bank of England.
    35. Atif Mian & Kamalesh Rao & Amir Sufi, 2013. "Household Balance Sheets, Consumption, and the Economic Slump," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1687-1726.
    36. Iván Werning, 2015. "Incomplete Markets and Aggregate Demand," NBER Working Papers 21448, National Bureau of Economic Research, Inc.
    37. Adrien Auclert, 2019. "Monetary Policy and the Redistribution Channel," American Economic Review, American Economic Association, vol. 109(6), pages 2333-2367, June.
    38. 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.
    39. Brewer, Mike & O'Dea, Cormac, 2012. "Measuring living standards with income and consumption: evidence from the UK," ISER Working Paper Series 2012-05, Institute for Social and Economic Research.
    40. Alejandro Justiniano & Giorgio E. Primiceri & Andrea Tambalotti, 2019. "Credit Supply and the Housing Boom," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1317-1350.
    41. John Y. Campbell & N. Gregory Mankiw, 1989. "Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 185-246, National Bureau of Economic Research, Inc.
    42. Jonathan A. Parker & Nicholas S. Souleles & David S. Johnson & Robert McClelland, 2013. "Consumer Spending and the Economic Stimulus Payments of 2008," American Economic Review, American Economic Association, vol. 103(6), pages 2530-2553, October.
    43. James S. Cloyne & Paolo Surico, 2017. "Household Debt and the Dynamic Effects of Income Tax Changes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 45-81.
    44. repec:fth:harver:1435 is not listed on IDEAS
    45. Kanishka Misra & Paolo Surico, 2014. "Consumption, Income Changes, and Heterogeneity: Evidence from Two Fiscal Stimulus Programs," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(4), pages 84-106, October.
    46. 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.
    47. Serdar Ozkan & Kurt Mitman & Fatih Karahan & Aaron Hedlund, 2016. "Monetary Policy, Heterogeneity and the Housing Channel," 2016 Meeting Papers 663, Society for Economic Dynamics.
    48. Rotemberg, Julio J, 1982. "Sticky Prices in the United States," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1187-1211, December.
    49. James Cloyne & Patrick Hürtgen, 2016. "The Macroeconomic Effects of Monetary Policy: A New Measure for the United Kingdom," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(4), pages 75-102, October.
    50. Martin Flodén & Matilda Kilström & Jósef Sigurdsson & Roine Vestman, 2021. "Household Debt and Monetary Policy: Revealing the Cash-Flow Channel," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1742-1771.
    51. 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.
    52. Christian Bayer & Ralph Luetticke & Lien Pham‐Dao & Volker Tjaden, 2019. "Precautionary Savings, Illiquid Assets, and the Aggregate Consequences of Shocks to Household Income Risk," Econometrica, Econometric Society, vol. 87(1), pages 255-290, January.
    53. Daniel Greenwald, 2016. "The Mortgage Credit Channel of Macroeconomic Transmission," 2016 Meeting Papers 1551, Society for Economic Dynamics.
    54. Alisdair McKay & Emi Nakamura & Jón Steinsson, 2016. "The Power of Forward Guidance Revisited," American Economic Review, American Economic Association, vol. 106(10), pages 3133-3158, October.
    55. Bilbiie, Florin O., 2020. "The New Keynesian cross," Journal of Monetary Economics, Elsevier, vol. 114(C), pages 90-108.
    56. 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.
    57. Ralph Luetticke, 2021. "Transmission of Monetary Policy with Heterogeneity in Household Portfolios," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(2), pages 1-25, April.
    58. Gauti B. Eggertsson & Paul Krugman, 2012. "Debt, Deleveraging, and the Liquidity Trap: A Fisher-Minsky-Koo Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1469-1513.
    59. Paolo Surico & Riccardo Trezzi, 2019. "Consumer Spending and Property Taxes," Journal of the European Economic Association, European Economic Association, vol. 17(2), pages 606-649.
    60. Woodford, Michael, 2001. "Fiscal Requirements for Price Stability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(3), pages 669-728, August.
    61. Greg Kaplan & Giovanni L. Violante & Justin Weidner, 2014. "The Wealthy Hand-to-Mouth," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 45(1 (Spring), pages 77-153.
    62. Nils M. Gornemann & Keith Kuester & Makoto Nakajima, 2012. "Monetary policy with heterogeneous agents," Working Papers 12-21, Federal Reserve Bank of Philadelphia.
    63. 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.
    64. Regis Barnichon & Christian Brownlees, 2019. "Impulse Response Estimation by Smooth Local Projections," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 522-530, July.
    65. Olivier Coibion, 2012. "Are the Effects of Monetary Policy Shocks Big or Small?," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(2), pages 1-32, April.
    66. Wong, Arlene, 2014. "Population Aging and the Aggregate Effects of Monetary Policy," MPRA Paper 57096, University Library of Munich, Germany.
    67. Atif Mian & Amir Sufi, 2014. "What Explains the 2007–2009 Drop in Employment?," Econometrica, Econometric Society, vol. 82, pages 2197-2223, November.
    68. Browning, Martin & Deaton, Angus & Irish, Margaret, 1985. "A Profitable Approach to Labor Supply and Commodity Demands over the Life-Cycle," Econometrica, Econometric Society, vol. 53(3), pages 503-543, May.
    69. repec:oup:restud:v:84:y::i:1:p:45-81. is not listed on IDEAS
    70. Best, Michael Carlos & Cloyne, James & Ilzetzki, Ethan & Kleven, Henrik Jacobsen, 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.
    71. 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.
    72. Aditya Aladangady, 2014. "Homeowner Balance Sheets and Monetary Policy," Finance and Economics Discussion Series 2014-98, Board of Governors of the Federal Reserve System (U.S.).
    73. Coibion, Olivier & Gorodnichenko, Yuriy & Kueng, Lorenz & Silvia, John, 2017. "Innocent Bystanders? Monetary policy and inequality," Journal of Monetary Economics, Elsevier, vol. 88(C), pages 70-89.
    74. Mike Brewer & Cormac O'Dea, 2012. "Measuring living standards with income and consumption: evidence from the UK," IFS Working Papers W12/12, Institute for Fiscal Studies.
    75. Marco Di Maggio & Amir Kermani & Benjamin J. Keys & Tomasz Piskorski & Rodney Ramcharan & Amit Seru & Vincent Yao, 2017. "Interest Rate Pass-Through: Mortgage Rates, Household Consumption, and Voluntary Deleveraging," American Economic Review, American Economic Association, vol. 107(11), pages 3550-3588, November.
    76. repec:hal:spmain:info:hdl:2441/4vm8e5vhjr99cb1ekr86bivlk0 is not listed on IDEAS
    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. Adrien Auclert, 2019. "Monetary Policy and the Redistribution Channel," American Economic Review, American Economic Association, vol. 109(6), pages 2333-2367, June.
    2. Paolo Surico & Clodomiro Ferreira & James Cloyne, 2015. "Housing Debt and the Transmission of Monetary Policy," 2015 Meeting Papers 629, Society for Economic Dynamics.
    3. Slacalek, Jiri & Tristani, Oreste & Violante, Giovanni L., 2020. "Household balance sheet channels of monetary policy: A back of the envelope calculation for the euro area," Journal of Economic Dynamics and Control, Elsevier, vol. 115(C).
    4. Fergus Cumming & Paul Hubert, 2019. "The Role of Households' Borrowing Constraints in the Transmission of Monetary Policy This paper investigates how the transmission of monetary policy to the real economy depends on the distribution of ," Documents de Travail de l'OFCE 2019-20, Observatoire Francais des Conjonctures Economiques (OFCE).
    5. Fergus Cumming & Paul Hubert, 2019. "The role of households' borrowing constraints in the transmission of monetary policy," Sciences Po publications 20/2019, Sciences Po.
    6. Greg Kaplan & Benjamin Moll & Giovanni L. Violante, 2018. "Monetary Policy According to HANK," American Economic Review, American Economic Association, vol. 108(3), pages 697-743, March.
    7. repec:hal:spmain:info:hdl:2441/5buvtkmlk091prrdje4a0tbkla is not listed on IDEAS
    8. Florin Bilbiie & Xavier Ragot, 2021. "Optimal Monetary Policy and Liquidity with Heterogeneous Households," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 41, pages 71-95, July.
    9. Martin Flodén & Matilda Kilström & Jósef Sigurdsson & Roine Vestman, 2021. "Household Debt and Monetary Policy: Revealing the Cash-Flow Channel," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1742-1771.
    10. repec:hal:wpspec:info:hdl:2441/j75mfllkr89c8aod1nr586ksc is not listed on IDEAS
    11. repec:hal:spmain:info:hdl:2441/j75mfllkr89c8aod1nr586ksc is not listed on IDEAS
    12. Cumming, Fergus, 2022. "Mortgage cash-flows and employment," European Economic Review, Elsevier, vol. 144(C).
    13. Bilbiie, Florin O., 2020. "The New Keynesian cross," Journal of Monetary Economics, Elsevier, vol. 114(C), pages 90-108.
    14. Ralph Luetticke, 2021. "Transmission of Monetary Policy with Heterogeneity in Household Portfolios," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(2), pages 1-25, April.
    15. Garriga, Carlos & Kydland, Finn E. & Šustek, Roman, 2021. "MoNK: Mortgages in a New-Keynesian model," Journal of Economic Dynamics and Control, Elsevier, vol. 123(C).
    16. Sterk, Vincent & Tenreyro, Silvana, 2018. "The transmission of monetary policy through redistributions and durable purchases," Journal of Monetary Economics, Elsevier, vol. 99(C), pages 124-137.
    17. Sumit Agarwa & Yongheng Deng & Quanlin Gu & Jia He & Wenlan Qian & Yuan Ren, 2022. "Mortgage Debt, Hand-to-Mouth Households, and Monetary Policy Transmission [Policy intervention in debt renegotiation: evidence from the home affordable modification program]," Review of Finance, European Finance Association, vol. 26(3), pages 487-520.
    18. Kimberly A. Berg & Chadwick C. Curtis & Steven Lugauer & Nelson C. Mark, 2021. "Demographics and Monetary Policy Shocks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(6), pages 1229-1266, September.
    19. Cantore, Cristiano & Ferroni, Filippo & Mumtaz, Hroon & Theophilopoulou, Angeliki, 2022. "A tail of labour supply and a tale of monetary policy," Bank of England working papers 989, Bank of England.
    20. Giovanni L. Violante & Greg Kaplan, 2022. "The Marginal Propensity to Consume in Heterogeneous Agent Models," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 747-775, August.
    21. Guerrieri, V. & Uhlig, H., 2016. "Housing and Credit Markets," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1427-1496, Elsevier.
    22. Myroslav Pidkuyko, 2023. "Heterogeneous Spillovers of Housing Credit Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 39-59, December.
    23. Nils M. Gornemann & Keith Kuester & Makoto Nakajima, 2016. "Doves for the Rich, Hawks for the Poor? Distributional Consequences of Monetary Policy," International Finance Discussion Papers 1167, Board of Governors of the Federal Reserve System (U.S.).

    More about this item

    Keywords

    Monetary policy; Household balance sheets; Liquidity constraints;
    All these keywords.

    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

    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:oup:restud:v:87:y:2020:i:1:p:102-129.. 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: Oxford University Press (email available below). General contact details of provider: https://academic.oup.com/restud .

    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.