The DOI matches its Crossref record; 58 of the 58 references it cites were found in a registry or an index.
The Marginal Propensity to Consume in Heterogeneous Agent Models
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 structures, 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.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“The estimates based on BP in column 1 are closely in line with the literature: typical estimates of the quarterly MPX for all expenditures range from 50 to 90%, while estimates of the quarterly MPX for non-durable expenditure range from 15 to 25%.”
From Revisiting Event-Study Designs: Robust and Efficient Estimation (2024) · cites this paper as Kaplan and Violante (2022)
Citations
Cites
Golden eggs and hyperbolic discounting
Laibson, D. (1997) · The Quarterly Journal of Economics · doi:10.1162/003355397555253 · Cited by 6,122
Consumption and Liquidity Constraints: An Empirical Investigation
Zeldes, S. P. (1989) · Journal of Political Economy · doi:10.1086/261605 · Cited by 1,933
Epstein, L. G., & Zin, S. E. (1991) · Journal of Political Economy · doi:10.1086/261750 · Cited by 1,784
Saving and Liquidity Constraints
Deaton, A. (1991) · Econometrica · doi:10.2307/2938366 · Cited by 1,653
Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence
Campbell, J. Y., & Mankiw, N. G. (1989) · NBER Macroeconomics Annual · doi:10.1086/654107 · Cited by 1,509
Household Balance Sheets, Consumption, and the Economic Slump*
Mian, A., Rao, K., & Sufi, A. (2013) · The Quarterly Journal of Economics · doi:10.1093/qje/qjt020 · Cited by 1,507
Monetary Policy According to HANK
Kaplan, G., Moll, B., & Violante, G. L. (2018) · American Economic Review · doi:10.1257/aer.20160042 · Cited by 1,436
Self-citationTaylor, J. B., Woodford, M., & Uhlig, H. (1999) · RePEc: Research Papers in Economics · Cited by 1,291
Gül, F., & Pesendorfer, W. (2001) · Econometrica · doi:10.1111/1468-0262.00252 · Cited by 1,208
Household Expenditure and the Income Tax Rebates of 2001
Johnson, D., Parker, J. A., & Souleles, N. S. (2006) · American Economic Review · doi:10.1257/aer.96.5.1589 · Cited by 1,008
Cited by
Sorted by citations
Revisiting Event-Study Designs: Robust and Efficient Estimation
Borusyak, K., Jaravel, X., & Spiess, J. (2024) · Review of Economic Studies · doi:10.1093/restud/rdae007 · Cited by 2,280
Revisiting event study designs: robust and efficient estimation
(2022) · arXiv (preprint) · doi:10.47004/wp.cem.2022.1122 · Cited by 607
The Intertemporal Keynesian Cross
Auclert, A., Rognlie, M., & Straub, L. (2024) · Journal of Political Economy · doi:10.1086/732531 · Cited by 114
Wealth, Race, and Consumption Smoothing of Typical Income Shocks
Ganong, P., Jones, D., Noel, P., Greig, F. E., Farrell, D., & Wheat, C. (2020) · National Bureau of Economic Research · doi:10.3386/w27552 · Cited by 103
Lenza, M., & Slačálek, J. (2024) · Journal of Applied Econometrics · doi:10.1002/jae.3053 · Cited by 73
Ganong, P., Greig, F. E., Noel, P., Sullivan, D. G., & Vavra, J. (2022) · National Bureau of Economic Research · doi:10.3386/w30315 · Cited by 64
The How and Why of Household Reactions to Income Shocks
Colarieti, R., Mei, P., & Stantcheva, S. (2024) · National Bureau of Economic Research · doi:10.3386/w32191 · Cited by 45
Aguiar, M., Bils, M., & Boar, C. (2024) · The Review of Economic Studies · doi:10.1093/restud/rdae056 · Cited by 34
Imperfect Risk Sharing and the Business Cycle
Berger, D., Bocola, L., & Dovis, A. (2023) · The Quarterly Journal of Economics · doi:10.1093/qje/qjad013 · Cited by 31
Five Facts about MPCs: Evidence from a Randomized Experiment
Boehm, J., Fize, E., & Jaravel, X. (2025) · American Economic Review · doi:10.1257/aer.20240138 · Cited by 30
Monetary Policy and Redistribution in Open Economies
Guo, X., Ottonello, P., & Perez, D. J. (2022) · Journal of Political Economy Macroeconomics · doi:10.1086/723410 · Cited by 30
Price Level and Inflation Dynamics in Heterogeneous Agent Economies
Kaplan, G., Nikolakoudis, G., & Violante, G. L. (2023) · National Bureau of Economic Research · doi:10.3386/w31433 · Cited by 29
Self-citationGanong, P., Greig, F. E., Noel, P., Sullivan, D., & Vavra, J. (2024) · American Economic Review · doi:10.1257/aer.20220973 · Cited by 25
How Do Households Respond to Income Shocks?Preprint
Krueger, D., Malkov, E., & Perri, F. (2023) · doi:10.21034/sr.655 · Cited by 29
The Economics of Financial Stress
Sergeyev, D., Lian, C., & Gorodnichenko, Y. (2024) · The Review of Economic Studies · doi:10.1093/restud/rdae110 · Cited by 20
Market power and monetary policy transmission
Duval, R., Furceri, D., Lee, R., & Tavares, M. M. (2024) · Economica · doi:10.1111/ecca.12512 · Cited by 21
The Cross-Section of Household PreferencesPreprint
Calvet, L. E., Campbell, J. Y., Gomes, F., & Sodini, P. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4262670 · Cited by 17
The Economics of Financial Stress
Sergeyev, D., Lian, C., & Gorodnichenko, Y. (2023) · Social Science Research Network · doi:10.3386/w31285 · Cited by 32
Heterogeneity and Aggregate Fluctuations
Chang, M., Chen, X., & Schorfheide, F. (2024) · Journal of Political Economy · doi:10.1086/731411 · Cited by 14
Printing Away the Mortgages: Fiscal Inflation and the Post-Covid BoomPreprint
Diamond, W., Landvoigt, T., & Sanchez, G. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4283119 · Cited by 12
Fiscal and Monetary Policy with Heterogeneous Agents
Auclert, A., Rognlie, M., & Straub, L. (2025) · Annual Review of Economics · doi:10.1146/annurev-economics-091624-044646 · Cited by 11
Present Bias Unconstrained: Consumption, Welfare, and the Present-Bias Dilemma
Maxted, P. (2025) · The Quarterly Journal of Economics · doi:10.1093/qje/qjaf030 · Cited by 10
Did marginal propensities to consume change with the housing boom and bust?
Cho, Y., Morley, J., & Singh, A. (2021) · Journal of Applied Econometrics · doi:10.1002/jae.3016 · Cited by 9
How do households respond to income shocks?
Krueger, D., Malkov, E., & Perri, F. (2024) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2024.104961 · Cited by 10
Temptation and Commitment: a Model of Hand-to-Mouth Behavior
Attanasio, O. P., Kovács, Á. M., & Moran, P. (2024) · Journal of the European Economic Association · doi:10.1093/jeea/jvae016 · Cited by 9
Are Inflationary Shocks Regressive? A Feasible Set Approach
Canto, F. D., Grigsby, J., Qian, E., & Walsh, C. (2025) · The Quarterly Journal of Economics · doi:10.1093/qje/qjaf028 · Cited by 8
Monetary Policy with Racial Inequality
Nakajima, M. (2023) · Working paper · doi:10.21799/frbp.wp.2023.09 · Cited by 8
Wealth shocks and portfolio choice
Christelis, D., Georgarakos, D., Jappelli, T., & Kenny, G. (2024) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2024.103632 · Cited by 7
Stimulus Through Insurance: The Marginal Propensity to Repay DebtPreprint
Koşar, G., Melcangi, D., Pilossoph, L., & Wiczer, D. G. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4477986 · Cited by 7
INVESTMENT HOUSING TAX CONCESSIONS AND WELFARE: A QUANTITATIVE STUDY FOR AUSTRALIA
Cho, Y., Li, S. M., & Uren, L. (2023) · International Economic Review · doi:10.1111/iere.12673 · Cited by 6
Stimulus through Insurance: The Marginal Propensity to Repay DebtPreprint
Koşar, G., Melcangi, D., Pilossoph, L., & Wiczer, D. G. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4510666 · Cited by 6
Pfäuti, O., Seyrich, F., & Zinman, J. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4802700 · Cited by 6
Expense Shocks MatterPreprint
Fulford, S. L., & Low, D. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.5035531 · Cited by 6
Jamilov, R., & Monacelli, T. (2025) · The Review of Economic Studies · doi:10.1093/restud/rdaf062 · Cited by 5
Households' Response to the Wealth Effects of InflationPreprint
Schnorpfeil, P., Weber, M., & Hackethal, A. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4277575 · Cited by 5
Li, R., Chen, Q., & Kang, X. (2025) · Journal of Family and Economic Issues · doi:10.1007/s10834-025-10040-0 · Cited by 4
What has inflation targeting done for household consumption?
McCloud, N. (2024) · International Review of Financial Analysis · doi:10.1016/j.irfa.2024.103499 · Cited by 5
Printing away the mortgages: Fiscal inflation and the post-covid boom
Diamond, W., Landvoigt, T., & Sánchez, G. S. (2025) · Journal of Financial Economics · doi:10.1016/j.jfineco.2025.104072 · Cited by 4
Nakamura, F. (2024) · Journal of money credit and banking · doi:10.1111/jmcb.13147 · Cited by 4
Saving and Consumption Responses to Student Loan ForbearancePreprint
Katz, J. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4344262 · Cited by 4
The Economics of Financial StressPreprint
Sergeyev, D., Lian, C., & Gorodnichenko, Y. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4521234 · Cited by 4
Households' Response to the Wealth Effects of InflationPreprint
Schnorpfeil, P., Weber, M., & Hackethal, A. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4566360 · Cited by 4
Aggregation, Liquidity, and Asset Prices with Incomplete Markets
Tella, S. D., Hebert, B. M., & Kurlat, P. D. (2024) · National Bureau of Economic Research · doi:10.3386/w32268 · Cited by 4
Heterogeneous consumption behaviors and monetary policy in three ASEAN economies
Tran, H. T. (2024) · International Economics and Economic Policy · doi:10.1007/s10368-024-00620-0 · Cited by 3
Household spending responses to two-time COVID-19 payments
Ueda, K. (2024) · Japan and the World Economy · doi:10.1016/j.japwor.2024.101282 · Cited by 3
Did pandemic relief fraud inflate house prices?
Griffin, J. M., Kruger, S., & Mahajan, P. (2026) · Journal of Financial Economics · doi:10.1016/j.jfineco.2026.104275 · Cited by 3
Bracke, P., Everitt, M., Fazio, M., & Varadi, A. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5134494 · Cited by 3
The Welfare and General-Equilibrium Impacts of Aid CutsPreprint
Sterck, O. C., & Bruni, V. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5270846 · Cited by 3
Consumption dynamics and welfare under non-Gaussian earnings risk
Guvenen, F., Ozkan, S., & Madera, R. (2024) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2024.104945 · Cited by 2
Time preferences, rates of return, and real-world investment decisions
Fulford, S. L., & Shupe, C. (2025) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2025.107396 · Cited by 3
Household Consumption and Dispersed Information
Adams, J. J., & Rojas, E. (2024) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2024.103592 · Cited by 2
The Impact of Unemployment Insurance and Unsecured Credit on Business Cycles
Irwin, M. (2025) · Journal of Political Economy Macroeconomics · doi:10.1086/734998 · Cited by 2
The Economics of Financial StressPreprint
Sergeyev, D., Lian, C., & Gorodnichenko, Y. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4461635 · Cited by 2
Bounding High Dimensional Comparative StaticsPreprint
Norris, J. J. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4543870 · Cited by 2
Consumer-Financed Fiscal Stimulus: Evidence from Digital Coupons in ChinaPreprint
Ding, J., Jiang, L., Msall, L., & Notowidigdo, M. J. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4810591 · Cited by 2
HANK Comes of AgePreprint
Bardóczy, B., & Velásquez‐Giraldo, M. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4890035 · Cited by 2
When the Fog Clears: The Effect of Reduced Inflation Uncertainty on Households' Financial BehaviourPreprint
Fischer, J., Schnattinger, P., & Herler, C. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5284337 · Cited by 2
Loss aversion or hand-to-mouth behaviour in private consumption models
Kumar, N. N., Patel, A. C., Prasad, N. S., & Nandani, S. (2023) · New Zealand Economic Papers · doi:10.1080/00779954.2023.2171306 · Cited by 1
Reprint of: How do households respond to income shocks?
Krueger, D., Malkov, E., & Perri, F. (2024) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2024.104973 · Cited by 1
Wang, D., & He, Y. (2025) · Mathematics · doi:10.3390/math13142288 · Cited by 1
Trade fragmentation, inflationary pressures and monetary policy
Ambrosino, M. L., Chan, J., & Tenreyro, S. (2026) · Journal of International Economics · doi:10.1016/j.jinteco.2026.104219 · Cited by 1
The housing wealth effect: Quasi-experimental evidence
Böjeryd, J., Vestman, R., Tyrefors, B., & Kessel, D. (2026) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2026.103892 · Cited by 1
Inflation is not equal for all: The heterogeneous effects of energy shocks
Corsello, F., & Riggi, M. (2026) · European Economic Review · doi:10.1016/j.euroecorev.2026.105298 · Cited by 1
Intertemporal MPC and shock size
Jappelli, T., Savoia, E., & Sciacchetano, A. (2026) · European Economic Review · doi:10.1016/j.euroecorev.2026.105303 · Cited by 1
Monetary policy and inequality under household heterogeneity and incomplete markets
Villarreal, F. G. (2022) · Economía · doi:10.18800/economia.202202.004 · Cited by 2
Household Debt and Borrower-Based Measures in Finland: Insights from a Heterogeneous Agent Model
Nakamura, F. (2023) · IMF Working Paper · doi:10.5089/9798400263132.001 · Cited by 1
Consumer-Financed Fiscal Stimulus: Evidence from Digital Coupons in China
Ding, J., Jiang, L., Msall, L., & Notowidigdo, M. J. (2025) · American Economic Review Insights · doi:10.1257/aeri.20240210 · Cited by 1
Partial Homeownership: A Quantitative AnalysisPreprint
Brandsaas, E. E., & Kvaerner, J. S. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4512563 · Cited by 1
Heterogeneous Agent TradePreprint
Waugh, M. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4616878 · Cited by 1
Consumption Dynamics and Welfare Under Non-Gaussian Earnings RiskPreprint
Guvenen, F., Ozkan, S., & Madera, R. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4787389 · Cited by 1
Quick-Fixing: Near-Rationality in Consumption and Savings BehaviorPreprint
Andre, P., Flynn, J. P., Nikolakoudis, G., & Sastry, K. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4999497 · Cited by 1
Quick-Fixing: Near-Rationality in Consumption and Savings BehaviorPreprint
Andre, P., Flynn, J. P., Nikolakoudis, G., & Sastry, K. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5130558 · Cited by 1
How do nonprofits use cash windfalls? Evidence from $5B in unrestricted donationsPreprint
Walsh, J. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5181093 · Cited by 1
Puig, A. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7226652 · Cited by 1
Household Wealth and Local Labor Markets: Which Asset Classes Matter?Preprint
Rintamäki, P. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4014324
Inequality, Rare Events Shock, and Macroprudential PolicyPreprint
Yao, H., Zhang, W., & Zhang, H. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4518084
Gauging the Influence of House-Price Expectations on Mpc HeterogeneityPreprint
Quintana, J. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4593720
Heterogeneous Agent TradePreprint
Waugh, M. (2023) · doi:10.21034/sr.653
Conquering FIRE via Boundedly Rational HANKPreprint
Bondesan, M. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4550735
Waugh, M. (2023) · National Bureau of Economic Research · doi:10.3386/w31810
Concave consumption functions - A closed-form characterizationPreprint
Fischer, T. H. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4735352
Beyond Bad Luck: Macroeconomic Implications of Persistent Heterogeneity In OptimismPreprint
Pfäuti, O., Seyrich, F., & Zinman, J. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4787396
Consumption Dynamics and Welfare Under Non-Gaussian Earnings RiskPreprint
Guvenen, F., Ozkan, S., & Madera, R. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4856954
Insurance against Income Shocks, Parental Investments, and Child DevelopmentPreprint
Carneiro, P., Salvanes, K. G., & Tominey, E. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4861032
Optimal Redistribution: Rising Inequality vs. Rising Living StandardsPreprint
Ferrière, A., Grübener, P., & Sachs, D. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4868720
The impact of liquidity constraints on the effectiveness of fiscal policy: evidence from Poland
Krajewski, P., & Piłat, K. (2024) · Technological and Economic Development of Economy · doi:10.3846/tede.2024.21982
Present-biased heterogeneity, marginal propensity to consume, and wealth distribution
Li, Y., Yang, J., & Zhao, S. (2024) · Macroeconomic Dynamics · doi:10.1017/s1365100524000737
Fiscal Multipliers, Tax Structures, and Public Debt in a HANK ModelPreprint
terc, A. S., Jacquinot, P., & Bouabdallah, O. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5119261
Voluntary retirement savings in China: A spatial ordered probit approach
Bao, Y., Bond, T. N., Sun, R., & Xiong, X. (2025) · Regional Science and Urban Economics · doi:10.1016/j.regsciurbeco.2025.104090
Households’ Response to the Wealth Effects of InflationPreprint
Schnorpfeil, P., Weber, M., & Hackethal, A. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5062995
Situational and Behavioral Determinants of Early Withdrawal from Retirement AccountsPreprint
Schneider, P., & Moran, P. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5066419
Relief Beliefs: Effects of Anticipated Student Loan ForgivenessPreprint
Salman, D., & Xie, X. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5157757
A Model of Consumption with Mental Accounting and Heterogeneous AgentsPreprint
Gimeno-Ribes, J. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5159950
Sectoral Exposure to Aggregate Fluctuations, Employment Risk and Monetary PolicyPreprint
Herman, U. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4572827
Time Preferences, Rates of Return, and Real-World Investment DecisionsPreprint
Shupe, C., & Fulford, S. L. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5254739
Taxing Sudden Capital Income Surges
Cui, W., & Miao, J. (2025) · IMF Economic Review · doi:10.1057/s41308-025-00280-3
Welfare Costs and Benefits of Deficit-Financed Fiscal PolicyPreprint
Chhina, R. S., & He, C. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5374627
Lee, E. K. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5511388
La, K. S., & Vu, H. D. (2025) · PLoS ONE · doi:10.1371/journal.pone.0333596 · Cited by 1
Metadata
- Authors
- Kaplan, G., & Violante, G. L.
- Affiliations
- National Bureau of Economic Research (US)
- University of Copenhagen (DK)
- Venue
- Annual Review of Economics
- Publisher
- Annual Reviews
- Published
- 2022-08-12
- Volume
- 14
- Issue
- 1
- Pages
- 747-775
- ISSN
- 1941-1383 (ISSN-L)
- 1941-1391
- OpenAlex
- W4290851807
- Cited by
- 116
- References
- 58
- Citations by year
- 2026: 18 · 2025: 30 · 2024: 35 · 2023: 24 · 2022: 8
- FWCI
- 4.49
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Annual Review of Economics (publishedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic theories and models
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Economic Theory and Policy
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Complex Systems and Time Series Analysis
- Keywords
- marginal propensity to consume, heterogeneous agent model, hand-to-mouth households, wealth distribution, model calibration, household preferences, aggregate wealth, return differentials
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review