IDEAS home Printed from https://ideas.repec.org/p/red/sed019/519.html
   My bibliography  Save this paper

Latent Heterogeneity in the Marginal Propensity to Consume

Author

Listed:
  • Daniel Lewis

    (Federal Reserve Bank of New York)

  • Davide Melcangi

    (Federal Reserve Bank of New York)

  • Laura Pilossoph

    (Federal Reserve Bank of New York)

Abstract

Recent work highlights the importance of heterogeneity in marginal propensities to consume (MPCs) out of transitory income shocks for fiscal policy, the transmission of monetary policy, and welfare. In this paper, we construct an estimator for individual MPCs using the Grouped Marginal Effects Estimator (GMEE), which optimally groups households together that have similar latent MPCs. The approach we propose is agnostic about the source of heterogeneity and estimates distinct MPCs as well as which households display these distinct propensities. We apply the estimator to the 2008 tax rebate and household consumption data from the Consumer Expenditure Survey (CEX), exploiting the randomized timing of payments as previously done in the literature. Our approach uncovers a large degree of heterogeneity in household MPCs, and permits the identification of observable characteristics that predict household MPCs.

Suggested Citation

  • Daniel Lewis & Davide Melcangi & Laura Pilossoph, 2019. "Latent Heterogeneity in the Marginal Propensity to Consume," 2019 Meeting Papers 519, Society for Economic Dynamics.
    • Handle: RePEc:red:sed019:519
    as

    Download full text from publisher

    File URL: https://red-files-public.s3.amazonaws.com/meetpapers/2019/paper_519.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. 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.
    3. Stéphane Bonhomme & Elena Manresa, 2015. "Grouped Patterns of Heterogeneity in Panel Data," Econometrica, Econometric Society, vol. 83(3), pages 1147-1184, May.
    4. 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.
    5. Claudia R. Sahm & Matthew D. Shapiro & Joel Slemrod, 2010. "Household Response to the 2008 Tax Rebate: Survey Evidence and Aggregate Implications," NBER Chapters, in: Tax Policy and the Economy, Volume 24, pages 69-110, National Bureau of Economic Research, Inc.
    6. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6, National Bureau of Economic Research, Inc.
    7. Robert Tibshirani & Guenther Walther & Trevor Hastie, 2001. "Estimating the number of clusters in a data set via the gap statistic," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 63(2), pages 411-423.
    8. Tullio Jappelli & Luigi Pistaferri, 2014. "Fiscal Policy and MPC Heterogeneity," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(4), pages 107-136, October.
    9. 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.
    10. Thibaut Lamadon & Elena Manresa & Stephane Bonhomme, 2016. "Discretizing Unobserved Heterogeneity," 2016 Meeting Papers 1536, Society for Economic Dynamics.
    11. 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.
    12. Adrien Auclert, 2019. "Monetary Policy and the Redistribution Channel," American Economic Review, American Economic Association, vol. 109(6), pages 2333-2367, June.
    13. Edmund Crawley & Andreas Kuchler, 2020. "Consumption Heterogeneity: Micro Drivers and Macro Implications," Finance and Economics Discussion Series 2020-005, Board of Governors of the Federal Reserve System (U.S.).
    14. A. Belloni & D. Chen & V. Chernozhukov & C. Hansen, 2012. "Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain," Econometrica, Econometric Society, vol. 80(6), pages 2369-2429, November.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. Mark Aguiar & Corina Boar & Mark Bils, 2019. "Who Are the Hand-to-Mouth?," 2019 Meeting Papers 525, Society for Economic Dynamics.
    21. 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.
    22. 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.
    23. Victor Chernozhukov & Mert Demirer & Esther Duflo & Ivan Fernandez-Val, 2017. "Generic machine learning inference on heterogenous treatment effects in randomized experiments," CeMMAP working papers CWP61/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    24. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, March.
    25. 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.
    26. 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.
    27. Lusardi, Annamaria, 1996. "Permanent Income, Current Income, and Consumption: Evidence from Two Panel Data Sets," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(1), pages 81-90, January.
    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. Hellwig, Christian & Werquin, Nicolas, 2022. "A Fair Day's Pay for a Fair Day's Work: Optimal Tax Design as Redistributional Arbitrage," TSE Working Papers 22-1284, Toulouse School of Economics (TSE), revised Jan 2023.
    2. 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.
    3. Pierre-Olivier Gourinchas & Ṣebnem Kalemli-Özcan & Veronika Penciakova & Nick Sander, 2021. "Fiscal Policy in the Age of COVID: Does it ‘Get in all of the Cracks?’," NBER Working Papers 29293, National Bureau of Economic Research, Inc.
    4. Jorge Miranda-Pino & Daniel Murphy & Kieran Walsh & Eric Young, 2020. "A Model of Expenditure Shocks," Working Papers 20-04, Federal Reserve Bank of Cleveland.
    5. Dutt, Satyajit & Radermacher, Jan W., 2023. "Age, wealth, and the MPC in Europe: A supervised machine learning approach," SAFE Working Paper Series 383, Leibniz Institute for Financial Research SAFE.

    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. 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.
    2. 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.
    3. Bernard, René, 2023. "Mental accounting and the marginal propensity to consume," Discussion Papers 13/2023, Deutsche Bundesbank.
    4. 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.
    5. Laurens Cherchye & Thomas Demuynck & Bram De Rock & Mariia Kovaleva & Geoffrey Minne & Maite De Sola Perea & Frederic Vermeulen, 2023. "Poor and wealthy hand-to-mouth households in Belgium," Working Paper Research 432, National Bank of Belgium.
    6. Adrien Auclert, 2019. "Monetary Policy and the Redistribution Channel," American Economic Review, American Economic Association, vol. 109(6), pages 2333-2367, June.
    7. 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).
    8. Christina Patterson, 2019. "The Matching Multiplier and the Amplification of Recessions," 2019 Meeting Papers 95, Society for Economic Dynamics.
    9. 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.
    10. 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.
    11. 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.
    12. Bilbiie, Florin O., 2020. "The New Keynesian cross," Journal of Monetary Economics, Elsevier, vol. 114(C), pages 90-108.
    13. Cumming, Fergus, 2022. "Mortgage cash-flows and employment," European Economic Review, Elsevier, vol. 144(C).
    14. Fisher, Jonathan D. & Johnson, David S. & Smeeding, Timothy M. & Thompson, Jeffrey P., 2020. "Estimating the marginal propensity to consume using the distributions of income, consumption, and wealth," Journal of Macroeconomics, Elsevier, vol. 65(C).
    15. Edmund Crawley & Andreas Kuchler, 2020. "Consumption Heterogeneity: Micro Drivers and Macro Implications," Finance and Economics Discussion Series 2020-005, Board of Governors of the Federal Reserve System (U.S.).
    16. 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).
    17. Ampudia, Miguel & Georgarakos, Dimitris & Slacalek, Jiri & Tristani, Oreste & Vermeulen, Philip & Violante, Giovanni L., 2018. "Monetary policy and household inequality," Working Paper Series 2170, European Central Bank.
    18. Nemeczek, Fabian & Radermacher, Jan, 2022. "Personality-augmented MPC: Linking survey and transaction data to explain MPC heterogeneity by Big Five personality traits," SAFE Working Paper Series 348, Leibniz Institute for Financial Research SAFE.
    19. Hong, Seungki, 2023. "MPCs in an emerging economy: Evidence from Peru," Journal of International Economics, Elsevier, vol. 140(C).
    20. Arna Olafsson & Michaela Pagel, 2018. "The Liquid Hand-to-Mouth: Evidence from Personal Finance Management Software," Review of Financial Studies, Society for Financial Studies, vol. 31(11), pages 4398-4446.

    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • 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
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory

    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:red:sed019:519. 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: Christian Zimmermann (email available below). General contact details of provider: https://edirc.repec.org/data/sedddea.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.