[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/17271.html
   My bibliography  Save this paper

The Marginal Propensity to Consume in Heterogeneous Agent Models

Author

Listed:
  • Kaplan, Greg
  • Violante, Giovanni
Abstract
What model features and calibration strategies yield a large average marginal propensity to consume (MPC) in heterogeneous agent models? Through a systematic investigation of models with different preferences, dimensions of ex-ante heterogeneity, income processes and asset structure, we show that the most important factor is the share and type of hand-to-mouth households. One-asset models either feature a trade-off between a high average MPC and a realistic level of aggregate wealth, or generate an excessively polarized wealth distribution that vastly understates the wealth held by households in the middle of the distribution. Two-asset models that include both liquid and illiquid assets can resolve this tension with a large enough gap between liquid and illiquid returns. We discuss how such return differential can be justified from the perspective of theory and data.

Suggested Citation

  • Kaplan, Greg & Violante, Giovanni, 2022. "The Marginal Propensity to Consume in Heterogeneous Agent Models," CEPR Discussion Papers 17271, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:17271
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP17271
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    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. Krusell, Per & Kuruscu, Burhanettin & Smith, Anthony Jr., 2002. "Time orientation and asset prices," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 107-135, January.
    2. Tullio Jappelli & Luigi Pistaferri, 2010. "The Consumption Response to Income Changes," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 479-506, September.
    3. Zeldes, Stephen P, 1989. "Consumption and Liquidity Constraints: An Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 97(2), pages 305-346, April.
    4. Christopher D. Carroll & Misuzu Otsuka & Jiri Slacalek, 2011. "How Large Are Housing and Financial Wealth Effects? A New Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(1), pages 55-79, February.
    5. Mariacristina De Nardi & Giulio Fella, 2017. "Saving and Wealth Inequality," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 26, pages 280-300, October.
    6. Marco Di Maggio & Amir Kermani & Kaveh Majlesi, 2020. "Stock Market Returns and Consumption," Journal of Finance, American Finance Association, vol. 75(6), pages 3175-3219, December.
    7. 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.
    8. Peter Ganong & Damon Jones & Pascal Noel & Diana Farrell & Fiona Greig & Chris Wheat, 2020. "Wealth, Race, and Consumption Smoothing of Typical Income Shocks," Working Papers 2020-49, Becker Friedman Institute for Research In Economics.
    9. Gelman, Michael & Kariv, Shachar & Shapiro, Matthew D. & Silverman, Dan & Tadelis, Steven, 2020. "How individuals respond to a liquidity shock: Evidence from the 2013 government shutdown," Journal of Public Economics, Elsevier, vol. 189(C).
    10. Deaton, Angus, 1991. "Saving and Liquidity Constraints," Econometrica, Econometric Society, vol. 59(5), pages 1221-1248, September.
    11. David Laibson & Peter Maxted & Benjamin Moll, 2021. "Present Bias Amplifies the Household Balance-Sheet Channels of Macroeconomic Policy," NBER Working Papers 29094, National Bureau of Economic Research, Inc.
    12. 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.
    13. Faruk Gul & Wolfgang Pesendorfer, 2001. "Temptation and Self-Control," Econometrica, Econometric Society, vol. 69(6), pages 1403-1435, November.
    14. Gelman, Michael, 2021. "What drives heterogeneity in the marginal propensity to consume? Temporary shocks vs persistent characteristics," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 521-542.
    15. Tullio Jappelli & Luigi Pistaferri, 2014. "Fiscal Policy and MPC Heterogeneity," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(4), pages 107-136, October.
    16. 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.
    17. 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.
    18. Krueger, D. & Mitman, K. & Perri, F., 2016. "Macroeconomics and Household Heterogeneity," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 843-921, Elsevier.
    19. Mikhail Golosov & Michael Graber & Magne Mogstad & David Novgorodsky, 2024. "How Americans Respond to Idiosyncratic and Exogenous Changes in Household Wealth and Unearned Income," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 1321-1395.
    20. Rohan Kekre & Moritz Lenel, 2022. "Monetary Policy, Redistribution, and Risk Premia," Econometrica, Econometric Society, vol. 90(5), pages 2249-2282, September.
    21. 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.
    22. Iván Werning, 2015. "Incomplete Markets and Aggregate Demand," NBER Working Papers 21448, National Bureau of Economic Research, Inc.
    23. Adrien Auclert, 2019. "Monetary Policy and the Redistribution Channel," American Economic Review, American Economic Association, vol. 109(6), pages 2333-2367, June.
    24. Carroll, Christopher D & Kimball, Miles S, 1996. "On the Concavity of the Consumption Function," Econometrica, Econometric Society, vol. 64(4), pages 981-992, July.
    25. Jonathan A. Parker & Nicholas S. Souleles, 2019. "Reported Effects versus Revealed-Preference Estimates: Evidence from the Propensity to Spend Tax Rebates," American Economic Review: Insights, American Economic Association, vol. 1(3), pages 273-290, December.
    26. Nakajima, Makoto, 2017. "Assessing bankruptcy reform in a model with temptation and equilibrium default," Journal of Public Economics, Elsevier, vol. 145(C), pages 42-64.
    27. 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.
    28. 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.
    29. Andreas Fuster & Greg Kaplan & Basit Zafar, 2021. "What Would You Do with $500? Spending Responses to Gains, Losses, News, and Loans [The Spending and Debt Response to Minimum Wage Hikes]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(4), pages 1760-1795.
    30. 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.
    31. 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.
    32. Christopher Carroll & Jiri Slacalek & Kiichi Tokuoka & Matthew N. White, 2017. "The distribution of wealth and the marginal propensity to consume," Quantitative Economics, Econometric Society, vol. 8(3), pages 977-1020, November.
    33. Jeanne Commault, 2022. "Does Consumption Respond to Transitory Shocks? Reconciling Natural Experiments and Semistructural Methods," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(2), pages 96-122, April.
    34. Nicola Pavoni & Hakki Yazici, 2017. "Optimal Life‐cycle Capital Taxation under Self‐control Problems," Economic Journal, Royal Economic Society, vol. 127(602), pages 1188-1216, June.
    35. Richard Blundell & Luigi Pistaferri & Ian Preston, 2008. "Consumption Inequality and Partial Insurance," American Economic Review, American Economic Association, vol. 98(5), pages 1887-1921, December.
    36. Helpman, Elhanan, 1981. "Optimal Spending and Money Holdings in the Presence of Liquidity Constraints," Econometrica, Econometric Society, vol. 49(6), pages 1559-1570, November.
    37. Christopher D. Carroll, 2001. "A Theory of the Consumption Function, with and without Liquidity Constraints," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 23-45, Summer.
    38. Jess Benhabib & Alberto Bisin, 2018. "Skewed Wealth Distributions: Theory and Empirics," Journal of Economic Literature, American Economic Association, vol. 56(4), pages 1261-1291, December.
    39. Deniz Aydin, 2022. "Consumption Response to Credit Expansions: Evidence from Experimental Assignment of 45,307 Credit Lines," American Economic Review, American Economic Association, vol. 112(1), pages 1-40, January.
    40. Christina Patterson, 2019. "The Matching Multiplier and the Amplification of Recessions," 2019 Meeting Papers 95, Society for Economic Dynamics.
    41. Epstein, Larry G & Zin, Stanley E, 1991. "Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: An Empirical Analysis," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 263-286, April.
    42. 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.
    43. Carroll, Christopher D. & Holm, Martin B. & Kimball, Miles S., 2021. "Liquidity constraints and precautionary saving," Journal of Economic Theory, Elsevier, vol. 195(C).
    44. Matthew D. Shapiro & Joel Slemrod, 2009. "Did the 2008 Tax Rebates Stimulate Spending?," American Economic Review, American Economic Association, vol. 99(2), pages 374-379, May.
    45. Per Krusell & Burhanettin Kuruşçu & Anthony A. Smith Jr., 2010. "Temptation and Taxation," Econometrica, Econometric Society, vol. 78(6), pages 2063-2084, November.
    46. Miles S. Kimball, 1990. "Precautionary Saving and the Marginal Propensity to Consume," NBER Working Papers 3403, National Bureau of Economic Research, Inc.
    47. Matthew D. Shapiro & Joel Slemrod, 2003. "Consumer Response to Tax Rebates," American Economic Review, American Economic Association, vol. 93(1), pages 381-396, March.
    48. Tomas Havranek & Anna Sokolova, 2020. "Do Consumers Really Follow a Rule of Thumb? Three Thousand Estimates from 144 Studies Say 'Probably Not'," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 97-122, January.
    49. Lorenz Kueng, 2018. "Excess Sensitivity of High-Income Consumers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1693-1751.
    50. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    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. Michele Lenza & Jiri Slacalek, 2024. "How does monetary policy affect income and wealth inequality? Evidence from quantitative easing in the euro area," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(5), pages 746-765, August.
    2. Garbinti, Bertrand & Lamarche, Pierre & Savignac, Frederique, 2024. "Wealth Heterogeneity and the Marginal Propensity to Consume out of Wealth," CEPR Discussion Papers 19413, C.E.P.R. Discussion Papers.
    3. Sebastian Gechert, 2023. "Fiscal policy: post- or New Keynesian?," European Journal of Economics and Economic Policies: Intervention, Edward Elgar Publishing, vol. 20(2), pages 338-355, November.
    4. Javier López Segovia, 2023. "Consumption Commitments and Unemployment Insurance," CRC TR 224 Discussion Paper Series crctr224_2023_458, University of Bonn and University of Mannheim, Germany.
    5. Dirk Krueger & Egor Malkov & Fabrizio Perri, 2023. "How Do Households Respond to Income Shocks?," Staff Report 655, Federal Reserve Bank of Minneapolis.
    6. Savoia, Ettore, 2023. "The effects of labor income risk heterogeneity on the marginal propensity to consume," Working Paper Series 2866, European Central Bank.
    7. Huu Tuyen Tran, 2024. "Heterogeneous consumption behaviors and monetary policy in three ASEAN economies," International Economics and Economic Policy, Springer, vol. 21(4), pages 817-844, October.
    8. Dmitriy Sergeyev & Chen Lian & Yuriy Gorodnichenko, 2023. "The Economics of Financial Stress," NBER Working Papers 31285, National Bureau of Economic Research, Inc.
    9. Pedro Carneiro & Kjell Salvanes & Emma Tominey, 2024. "Insurance against Income Shocks, Parental Investments, and Child Development," CEPEO Working Paper Series 24-04, UCL Centre for Education Policy and Equalising Opportunities, revised Jun 2024.
    10. Yugang He, 2023. "Unraveling the COVID-19 Pandemic’s Impact on South Korea’s Macroeconomy: Unearthing Novel Transmission Channels within the Energy Sector and Production Technologies," Energies, MDPI, vol. 16(9), pages 1-10, April.
    11. Jeanne Commault, 2024. "Heterogeneity in MPC Beyond Liquidity Constraints: The Role of Permanent Earnings," Working Papers hal-03870685, HAL.
    12. Nikeel Nishkar Kumar & Arvind Patel & Navneel Shalendra Prasad & Shayal Nandani, 2023. "Loss aversion or hand-to-mouth behaviour in private consumption models," New Zealand Economic Papers, Taylor & Francis Journals, vol. 57(3), pages 247-259, September.
    13. Francesco Corsello & Marianna Riggi, 2023. "Inflation is not equal for all: the heterogenous effects of energy shocks," Temi di discussione (Economic working papers) 1429, Bank of Italy, Economic Research and International Relations Area.
    14. Bence Bardóczy & Mateo Velásquez-Giraldo, 2024. "HANK Comes of Age," Finance and Economics Discussion Series 2024-052, Board of Governors of the Federal Reserve System (U.S.).
    15. Romain Duval & Davide Furceri & Raphaël Lee & Marina M. Tavares, 2024. "Market power and monetary policy transmission," Economica, London School of Economics and Political Science, vol. 91(362), pages 669-700, April.
    16. Pieroni, Valerio, 2023. "Energy shortages and aggregate demand: Output loss and unequal burden from HANK," European Economic Review, Elsevier, vol. 154(C).
    17. Yunho Cho & James Morley & Aarti Singh, 2024. "Did marginal propensities to consume change with the housing boom and bust?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(1), pages 174-199, January.
    18. Peter Ganong & Fiona Greig & Pascal Noel & Daniel M. Sullivan & Joseph Vavra, 2024. "Spending and Job-Finding Impacts of Expanded Unemployment Benefits: Evidence from Administrative Micro Data," American Economic Review, American Economic Association, vol. 114(9), pages 2898-2939, September.
    19. Felipe Alves & Giovanni L. Violante, 2024. "From Micro to Macro Hysteresis: Long-Run Effects of Monetary Policy," Staff Working Papers 24-39, Bank of Canada.
    20. Kozo UEDA, 2023. "Marginal Propensity to Consume to Two-Time Income Shocks," CIGS Working Paper Series 23-008E, The Canon Institute for Global Studies.
    21. J r my Boccanfuso, 2022. "Consumption Response Heterogeneity and Dynamics with an Inattention Region," Working Papers wp1172, Dipartimento Scienze Economiche, Universita' di Bologna.
    22. Tao Wang, 2023. "Perceived versus Calibrated Income Risks in Heterogeneous-Agent Consumption Models," Staff Working Papers 23-59, Bank of Canada.
    23. Bertrand Garbinti & Pierre Lamarche & Fredérique Savignac, 2024. "Wealth Heterogeneity and the Marginal Propensity to Consume out of Wealth," Working Papers 2022-02, Center for Research in Economics and Statistics.
    24. Yunho Cho & Shuyun May Li & Lawrence Uren, 2024. "Investment Housing Tax Concessions And Welfare: A Quantitative Study For Australia," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 65(2), pages 781-816, May.

    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. 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.
    2. Adrien Auclert, 2019. "Monetary Policy and the Redistribution Channel," American Economic Review, American Economic Association, vol. 109(6), pages 2333-2367, June.
    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. Christopher D. Carroll & Edmund Crawley & Jiri Slacalek & Kiichi Tokuoka & Matthew N. White, 2020. "Sticky Expectations and Consumption Dynamics," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(3), pages 40-76, July.
    5. Daniel Lewis & Davide Melcangi & Laura Pilossoph, 2019. "Latent Heterogeneity in the Marginal Propensity to Consume," 2019 Meeting Papers 519, Society for Economic Dynamics.
    6. Yunho Cho & James Morley & Aarti Singh, 2024. "Did marginal propensities to consume change with the housing boom and bust?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(1), pages 174-199, January.
    7. 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.
    8. Christina Patterson, 2019. "The Matching Multiplier and the Amplification of Recessions," 2019 Meeting Papers 95, Society for Economic Dynamics.
    9. Savoia, Ettore, 2023. "The effects of labor income risk heterogeneity on the marginal propensity to consume," Working Paper Series 2866, European Central Bank.
    10. Bräuer, Konstantin & Hackethal, Andreas & Hanspal, Tobin, 2020. "Consuming dividends," SAFE Working Paper Series 280, Leibniz Institute for Financial Research SAFE.
    11. Albuquerque, Bruno & Green, Georgina, 2023. "Financial concerns and the marginal propensity to consume in COVID times: Evidence from UK survey data," Journal of Macroeconomics, Elsevier, vol. 78(C).
    12. Bernard, René, 2023. "Mental accounting and the marginal propensity to consume," Discussion Papers 13/2023, Deutsche Bundesbank.
    13. Cantore, Cristiano & Freund, Lukas B., 2021. "Workers, capitalists, and the government: fiscal policy and income (re)distribution," Journal of Monetary Economics, Elsevier, vol. 119(C), pages 58-74.
    14. Cameron LAPOINT & UNAYAMA Takashi, 2020. "Winners, Losers, and Near-Rationality: Heterogeneity in the MPC out of a Large Stimulus Tax Rebate," Discussion papers 20067, Research Institute of Economy, Trade and Industry (RIETI).
    15. Daria Pignalosa, 2021. "The Euler Equation Approach: Critical Implications of Recent Developments in the Theory of Intertemporal Choice," Bulletin of Political Economy, Bulletin of Political Economy, vol. 15(1), pages 1-43, June.
    16. Crump, Richard K. & Eusepi, Stefano & Tambalotti, Andrea & Topa, Giorgio, 2022. "Subjective intertemporal substitution," Journal of Monetary Economics, Elsevier, vol. 126(C), pages 118-133.
    17. Campbell, J.R. & Hercowitz, Zvi, 2018. "Liquidity Constraints of the Middle Class (revision of CentER DP 2015-009)," Discussion Paper 2018-039, Tilburg University, Center for Economic Research.
    18. Bilbiie, Florin O., 2020. "The New Keynesian cross," Journal of Monetary Economics, Elsevier, vol. 114(C), pages 90-108.
    19. Laurens Cherchye & Thomas Demuynck & Bram Rock & Mariia Kovaleva & Geoffrey Minne & Maite De Sola Perea & Frederic Vermeulen, 2024. "Poor and wealthy hand-to-mouth households in Belgium," Review of Economics of the Household, Springer, vol. 22(3), pages 909-934, September.
    20. Bernard, René, 2022. "Mental Accounting and the Marginal Propensity to Consume," VfS Annual Conference 2022 (Basel): Big Data in Economics 264186, Verein für Socialpolitik / German Economic Association.

    More about this item

    Keywords

    Borrowing constraints; Consumption; Hand-to-mouth; Heterogeneity; Income risk; Liquidity; Marginal propensity to consume; Market incompleteness; Precautionary saving; Wealth distribution;
    All these keywords.

    JEL classification:

    • D15 - Microeconomics - - Household Behavior - - - Intertemporal Household Choice; Life Cycle Models and Saving
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D52 - Microeconomics - - General Equilibrium and Disequilibrium - - - Incomplete Markets
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • E71 - Macroeconomics and Monetary Economics - - Macro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on the Macro Economy
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth

    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:cpr:ceprdp:17271. 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://www.cepr.org .

    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.