Quantitative Macroeconomics with Heterogeneous Households

Macroeconomics is evolving from the study of aggregate dynamics to the study of the dynamics of the entire equilibrium distribution of allocations across individual economic actors. This article reviews the quantitative macroeconomic literature that focuses on household heterogeneity, with a special emphasis on the "standard" incomplete markets model. We organize the vast literature according to three themes that are central to understanding how inequality matters for macroeconomics. First, what are the most important sources of individual risk and cross-sectional heterogeneity? Second, what are individuals' key channels of insurance? Third, how does idiosyncratic risk interact with aggregate risk?

[1]  Fatih Guvenen,et al.  Learning Your Earning: Are Labor Income Shocks Really Very Persistent? , 2007 .

[2]  Anthony A. Smith,et al.  Advances in Economics and Econometrics: Quantitative Macroeconomic Models with Heterogeneous Agents , 2006 .

[3]  J. Skinner,et al.  Precautionary Saving and Social Insurance , 1994, Journal of Political Economy.

[4]  T. Krebs.  Job Displacement Risk and the Cost of Business Cycles , 2007 .

[5]  Dimitri Vayanos,et al.  Transaction Costs and Asset Prices: A Dynamic Equilibrium model , 1998 .

[6]  Lilia Maliar,et al.  THE REPRESENTATIVE CONSUMER IN THE NEOCLASSICAL GROWTH MODEL WITH IDIOSYNCRATIC SHOCKS , 2003 .

[7]  Orazio Attanasio,et al.  Consumption smoothing in island economies : can public insurance reduce welfare? , 2000 .

[8]  Inferring Labor Income Risk From Economic Choices: An Indirect Inference Approach , 2010 .

[9]  Michael G. Palumbo,et al.  Uncertain Medical Expenses and Precautionary Saving Near the End of the Life Cycle , 1999 .

[10]  E. Prescott,et al.  Banking in computable general equilibrium economies , 1992 .

[11]  Robert E. Lucas,et al.  Models of business cycles , 1987 .

[12]  S. Kitao,et al.  U.S. Tax Policy and Health Insurance Demand: Can a Regressive Policy Improve Welfare? , 2007 .

[13]  Robert E. Lucas,et al.  On Efficiency and Distribution , 1992 .

[14]  José-Víctor Ríos-Rull,et al.  What Accounts for the Increase in the Number of Single Households , 2010 .

[15]  Maurizio Mazzocco.  Household Intertemporal Behaviour: A Collective Characterization and a Test of Commitment , 2007 .

[16]  Anthony A. Smith,et al.  Inferring Labor Income Risk from Economic Choices: An Indirect Inference Approach , 2010 .

[17]  Luigi Pistaferri,et al.  Insurance within the Firm , 2001, Journal of Political Economy.

[18]  Martin Browning,et al.  Intra Household Allocation of Consumption: a Model and some Evidence from French Data , 1993 .

[19]  Giorgio E. Primiceri,et al.  Marriage, partnership and sexual orientation: a study of British university academics and administrators , 2008, The Journal of Human Resources.

[20]  M. Huggett.  Wealth distribution in life-cycle economies , 1996 .

[21]  Chris I. Telmer,et al.  The risk-sharing implications of alternative social security arrangements ¢ , 1999 .

[22]  N. Kiyotaki,et al.  Winners and Losers in Housing Markets , 2008 .

[23]  Chris I. Telmer.  Asset-Pricing Puzzles and Incomplete Markets , 1993 .

[24]  John P. Laitner.  Household Bequests, Perfect Expectations, and the National Distribution of Wealth , 1979 .

[25]  J. Heathcote.  Fiscal Policy with Heterogeneous Agents and Incomplete Markets , 2005 .

[26]  Dirk Krueger,et al.  When is Market Incompleteness Irrelevant for the Price of Aggregate Risk (and When is it Not)? , 2007 .

[27]  Fatih Guvenen,et al.  A Parsimonious Macroeconomic Model for Asset Pricing , 2009 .

[28]  Jaume Ventura,et al.  A representative consumer theory of distribution , 1996 .

[29]  Deborah Lucas,et al.  Portfolio Choice in the Presence of Background Risk , 2000 .

[30]  José-Víctor Ríos-Rull.  Life-Cycle Economies and Aggregate Fluctuations , 1996 .

[31]  Dirk Krueger,et al.  December 2005 Public versus Private Risk Sharing , 2005 .

[32]  G. Ventura,et al.  On Inflation as a Regressive Consumption Tax , 2002 .

[33]  O. Attanasio,et al.  Female Labor Supply as Insurance against Idiosyncratic Risk , 2005 .

[34]  Hamish Low.  Self-insurance in a life-cycle model of labour supply and savings , 2005 .

[35]  Chris I. Telmer,et al.  Cyclical Dynamics in Idiosyncratic Labor Market Risk , 2004, Journal of Political Economy.

[36]  Shin’ichi Nishiyama.  Bequests, inter vivos transfers, and wealth distribution , 2002 .

[37]  Kent A. Smetters,et al.  Consumption Taxes and Economic Efficiency with Idiosyncratic Wage Shocks , 2005, Journal of Political Economy.

[38]  T. Kehoe,et al.  Life-cycle Economies and Aggregate Fluctuations , 1995 .

[39]  K. Judd,et al.  Liquidity Constraints, Fiscal Policy, and Consumption , 1986 .

[40]  Douglas H. Joines,et al.  A life cycle analysis of social security , 1995 .

[41]  G. Ventura,et al.  On the Distributional Effects of Social Security Reform , 1999 .

[42]  Sam Schulhofer-Wohl.  Heterogeneous Risk Preferences and the Welfare Cost of Business Cycles. , 2008, Review of economic dynamics.

[43]  M. Huggett,et al.  Quantifying the Inefficiency of the Us Social Insurance System , 2005 .

[44]  Ethan Ligon.  Dynamic Bargaining in Households (with an Application to Bangladesh) , 2011 .

[45]  J. Heathcote,et al.  Two Views of Inequality Over the Life-Cycle , 2004 .

[46]  Dirk Krueger,et al.  On the Consequences of Demographic Change for Rates of Returns to Capital, and the Distribution of Wealth and Welfare , 2006 .

[47]  Igor Livshits,et al.  Consumer Bankruptcy: A Fresh Start , 2007 .

[48]  Casey B. Mulligan,et al.  Parental Priorities and Economic Inequality , 1998 .

[49]  Narayana R. Kocherlakota,et al.  Efficient Allocations with Hidden Income and Hidden Storage , 2001 .

[50]  Dirk Krueger,et al.  Taxing Capital? Not a Bad Idea after All! , 2006 .

[51]  A. Yaron,et al.  Sources of Lifetime Inequality , 2007 .

[52]  Finn E. Kydland,et al.  On the quantitative importance of market completeness , 1994 .

[53]  Charles A. Wilson,et al.  Optimal Intertemporal Consumption under Uncertainty , 2000 .

[54]  Jack Schechtman,et al.  Some results on “an income fluctuation problem” , 1977 .

[55]  J. Dávila,et al.  Constrained efficiency in the neoclassical growth model with uninsurable idiosyncratic shocks , 2012 .

[56]  T. Sargent,et al.  U.S. Tax Policy and Health Insurance Demand: Can a Regressive Policy Improve Welfare? , 2007 .

[57]  Anthony A. Smith,et al.  Appendices to : Revisiting the Welfare Effects of Eliminating Business Cycles , 2009 .

[58]  Nicola Pavoni,et al.  Code for "Efficient Allocations with Moral Hazard and Hidden Borrowing and Lending: A Recursive Formulation" , 2008 .

[59]  José-Víctor Ríos-Rull,et al.  Families as Shocks , 2003 .

[60]  A. Imrohoroglu.  The welfare cost of in?ation under imperfect insurance , 1989 .

[61]  The Macroeconomic Implications of Rising Wage Inequality in the United States , 2010, Journal of Political Economy.

[62]  Steven J. Davis,et al.  Relative Wage Movements and the Distribution of Consumption , 1994, Journal of Political Economy.

[63]  R. Mehra.  Handbook of the Equity Risk Premium , 2008 .

[64]  Finn E. Kydland,et al.  Time to Build and Aggregate Fluctuations , 1982 .

[65]  Mark Huggett,et al.  The one-sector growth model with idiosyncratic shocks , 1997 .

[66]  Massimo Massa,et al.  Hedging, Familiarity and Portfolio Choice , 2004 .

[67]  Martin Flodén.  The effectiveness of government debt and transfers as insurance , 2001 .

[68]  Per Krusell,et al.  Income and Wealth Heterogeneity in the Macroeconomy , 1998, Journal of Political Economy.

[69]  G. Hansen,et al.  The Role of Unemployment Insurance in an Economy with Liquidity Constraints and Moral Hazard , 1992, Journal of Political Economy.

[70]  Satyajit Chatterjee,et al.  Transitional dynamics and the distribution of wealth in a neoclassical growth model , 1994 .

[71]  Jeremy Greenwood,et al.  On the State of the Union , 2000, Journal of Political Economy.

[72]  Richard Rogerson,et al.  Indivisible labor, lotteries and equilibrium , 1988 .

[73]  Mark Huggett,et al.  The risk-free rate in heterogeneous-agent incomplete-insurance economies , 1993 .

[74]  Anthony A. Smith,et al.  On the Welfare Effects of Eliminating Business Cycles , 1999 .

[75]  R. Blundell,et al.  Consumption Inequality and Income Uncertainty , 2002 .

[76]  Albert Marcet,et al.  Incomplete Markets, Labor Supply and Capital Accumulation , 2002 .

[77]  Per Krusell,et al.  Quantitative Macroeconomic Models with Heterogeneous Agents , 2009 .

[78]  Martin Eichenbaum,et al.  Is Theory Really Ahead of Measurement? Current Real Business Cycle Theories and Aggregate Labor Market Fluctuations , 1988 .

[79]  O. Attanasio,et al.  Risk Sharing in Private Information Models with Asset Accumulation: Explaining the Excess Smoothness of Consumption , 2007 .

[80]  M. D. Santis.  Individual Consumption Risk and the Welfare Cost of Business Cycles , 2005 .

[81]  F. Postel-Vinay,et al.  On-the-Job Search, Productivity Shocks, and the Individual Earnings Process , 2006 .

[82]  Dirk Krueger,et al.  Social Security Reform with Heterogeneous Agents , 1999 .

[83]  Kjetil Storesletten,et al.  [On the Welfare Consequences of the Increase in Inequality in the United States]: Discussion , 2003, NBER Macroeconomics Annual.

[84]  Josep Pijoan-Mas,et al.  Precautionary Savings or Working Longer Hours? , 2005 .

[85]  Jesús Fernández-Villaverde,et al.  CONSUMPTION AND SAVING OVER THE LIFE CYCLE: HOW IMPORTANT ARE CONSUMER DURABLES? , 2011, Macroeconomic Dynamics.

[86]  José-Víctor Ríos-Rull,et al.  Social Security, Life Insurance and Annuities for Families , 2006 .

[87]  T. Sargent,et al.  Recursive Macroeconomic Theory , 2000 .

[88]  Orazio Attanasio,et al.  Asset Holding and Consumption Volatility , 1998, Journal of Political Economy.

[89]  Kartik B. Athreya.  Welfare implications of the Bankruptcy Reform Act of 1999 , 2002 .

[90]  José-Víctor Ríos-Rull.  The Research Agenda: Determinants of Inequality , 2001 .

[91]  T. Jappelli,et al.  Intertemporal Choice and Consumption Mobility , 2006 .

[92]  Darrell Duffie,et al.  Asset Pricing with Heterogeneous Consumers , 1996, Journal of Political Economy.

[93]  Eric French,et al.  On the distribution and dynamics of health care costs , 2004 .

[94]  Gueorgui Kambourov,et al.  Occupational Mobility and Wage Inequality , 2004, SSRN Electronic Journal.

[95]  T. Jappelli,et al.  Using Subjective Income Expectations to Test for Excess Sensitivity of Consumption to Predicted Income Growth , 1998 .

[96]  J. Heaton,et al.  Can Heterogeneity, Undiversified Risk, and Trading Frictions Solve the Equity Premium Puzzle? , 2008 .

[97]  Jose V Rios-Rul,et al.  Models with Heterogeneous Agents , 1995 .

[98]  Sandra Ospina,et al.  Aggregate precautionary savings: when is the third derivative irrelevant? , 2001 .

[99]  T. Krebs.  Growth and welfare effects of business cycles in economies with idiosyncratic human capital risk , 2003 .

[100]  Jonathan A. Parker,et al.  Consumption Over the Life Cycle , 1999 .

[101]  Jianjun Miao,et al.  Competitive Equilibria of Economies with a Continuum of Consumers and Aggregate Shocks , 2003, J. Econ. Theory.

[102]  Costas Meghir,et al.  Income Variance Dynamics and Heterogeneity , 2001 .

[103]  Franklin Allen.  Repeated principal-agent relationships with lending and borrowing , 1985 .

[104]  Laurence J. Kotlikoff,et al.  Dynamic Fiscal Policy , 1988 .

[105]  Dirk Krueger,et al.  On the Optimal Progressivity of the Income Tax Code , 2005 .

[106]  R. Lucas.  ASSET PRICES IN AN EXCHANGE ECONOMY , 1978 .

[107]  J. Marschak,et al.  Oxford Economic Papers. , 1939 .

[108]  Laurent E. Calvet,et al.  Idiosyncratic Production Risk, Growth, and the Business Cycle , 2003 .

[109]  Mark Huggett,et al.  Human Capital and Earnings Distribution Dynamics , 2002 .

[110]  N. Mankiw,et al.  The Equity Premium and the Concentration of Aggregate Shocks , 1986 .

[111]  S. Albanesi.  Inflation and Inequality , 2002 .

[112]  Luigi Pistaferri.  Anticipated and Unanticipated Wage Changes, Wage Risk, and Intertemporal Labor Supply , 2003, Journal of Labor Economics.

[113]  G. Hansen.  Indivisible Labor and the Business Cycle , 1985 .

[114]  T. Bewley,et al.  A DIFFICULTY WITH THE OPTIMUM QUANTITY OF MONEY , 1983 .

[115]  J. Skinner,et al.  The Incidence of Medicare , 1997 .

[116]  Laura Veldkamp,et al.  Information Choice in Macroeconomics and Finance , 2011 .

[117]  Anthony A. Smith,et al.  INCOME AND WEALTH HETEROGENEITY, PORTFOLIO CHOICE, AND EQUILIBRIUM ASSET RETURNS , 1997, Macroeconomic Dynamics.

[118]  Steven J. Haider.  Earnings Instability and Earnings Inequality of Males in the United States: 1967–1991 , 2001, Journal of Labor Economics.

[119]  David Domeij,et al.  Matlab code for The Labor-Supply Elasticity and Borrowing Constraints: Why Estimates are Biased , 2001 .

[120]  Harold H. Zhang.  Endogenous Borrowing Constraints with Incomplete Markets , 1997 .

[121]  Mariacristina De Nardi,et al.  Entrepreneurship, Frictions, and Wealth , 2006, Journal of Political Economy.

[122]  Annette Vissing-Jorgensen,et al.  Limited Asset Market Participation and the Elasticity of Intertemporal Substitution , 2002, Journal of Political Economy.

[123]  Satyajit Chatterjee,et al.  A Quantitative Theory of Unsecured Consumer Credit with Risk of Default , 2007 .

[124]  A. Michaelides,et al.  Winners and Losers in House Markets , 2010 .

[125]  R. Jagannathan,et al.  Uninsured Idiosyncratic Risk and Aggregate Saving , 1994 .

[126]  T. Krebs.  Welfare Cost of Business Cycles When Markets are Incomplete , 2004 .

[127]  Chris I. Telmer,et al.  Asset Pricing with Idiosyncratic Risk and Overlapping Generations , 1999 .

[128]  Subtraction Algebras,et al.  SOME RESULTS ON , 2009 .

[129]  D. Sibley.  Permanent and transitory income effects in a model of optimal consumption with wage income uncertainty , 1975 .

[130]  Jose V Rios-Rul,et al.  Updated Facts on the U.S. Distributions of Earnings, Income and Wealth , 2002 .

[131]  Martin Schneider,et al.  Inflation and the Redistribution of Nominal Wealth , 2006, Journal of Political Economy.

[132]  Vincenzo Quadrini,et al.  Entrepreneurship, saving and social mobility , 2000 .

[133]  Chris I. Telmer,et al.  The Welfare Cost of Business Cycles Revisited: Finite Lives and Cyclical Variation in Idiosyncratic Risk , 2000 .

[134]  L. Lillard,et al.  Components of variation in panel earnings data: American scientists 1960-70 , 1979 .

[135]  C. Carroll,et al.  Buffer-Stock Saving and the Life Cycle/Permanent Income Hypothesis , 1996 .

[136]  Ravi Bansal,et al.  Risks for the Long Run: A Potential Resolution of Asset Pricing Puzzles , 2000 .

[137]  Jeremy Lise.  On-the-Job Search and Precautionary Savings: Theory and Empirics of Earnings and Wealth Inequality , 2011 .

[138]  H. Leland..  Saving and Uncertainty: The Precautionary Demand for Saving , 1968 .

[139]  Miles S. Kimball.  Precautionary Saving in the Small and in the Large , 1989 .

[140]  J. Heathcote,et al.  Insurance and Opportunities: A Welfare Analysis of Labor Market Risk , 2007 .

[141]  Robert E. Lucas,et al.  Macroeconomic Priorities , 2003 .

[142]  Deborah Lucas,et al.  Asset pricing with undiversifiable income risk and short sales constraints: Deepening the equity premium puzzle , 1994 .

[143]  M. Keane,et al.  The Career Decisions of Young Men , 1997, Journal of Political Economy.

[144]  J. Heathcote,et al.  Consumption and labor supply with partial insurance: An analytical framework , 2014 .

[145]  S. Aiyagari,et al.  Asset Returns With Transactions Costs And Uninsured Individual Risk: A Stage Iii Exercise , 1991 .

[146]  Finn E. Kydland.  Labor-force heterogeneity and the business cycle , 1984 .

[147]  James J. Heckman,et al.  Explaining Rising Wage Inequality: Explorations with a Dynamic General Equilibrium Model of Labor Earnings with Heterogeneous Agents , 1998 .

[148]  Robert J. Willis,et al.  Dynamic Aspects of Earning Mobility , 1978 .

[149]  J. Heathcote,et al.  On the Distributional Effects of Reducing Capital Taxes , 2003 .

[150]  G. Violante,et al.  How Much Insurance in Bewley Models? , 2022 .

[151]  G. Violante,et al.  Financing Medicare: a general equilibrium analysis , 2010 .

[152]  David K. Levine,et al.  Does Market Incompleteness Matter , 2002 .

[153]  José-Víctor Ríos-Rull,et al.  Accounting for the U.S. Earnings and Wealth Inequality , 2003, Journal of Political Economy.

[154]  Ellen R. McGrattan,et al.  The optimum quantity of debt , 1998 .

[155]  Kent A. Smetters,et al.  Health Shocks and the Demand for Annuities , 2004 .

[156]  R. Mehra,et al.  THE EQUITY PREMIUM A Puzzle , 1985 .

[157]  Francisco J. Gomes,et al.  Optimal Life-Cycle Asset Allocation: Understanding the Empirical Evidence , 2003 .

[158]  R. Moffitt,et al.  The growth of earnings instability in the U , 1994 .

[159]  Martin Flodén.  Aggregate Savings When Individual Income Varies , 2005 .

[160]  Felix Kubler,et al.  Computing equilibrium in OLG models with stochastic production , 2004 .

[161]  Jonathan D. Fisher,et al.  Consumption Mobility in the United States: Evidence from Two Panel Data Sets , 2006 .

[162]  A. Deaton.  Saving and Liquidity Constraints , 1989 .

[163]  T. Bewley.  The Permanent Income Hypothesis: A Theoretical Formulation. , 1977 .

[164]  Kjetil Storesletten,et al.  A Positive Theory of Geographic Mobility and Social Insurance , 2001, SSRN Electronic Journal.

[165]  Deborah Lucas,et al.  Evaluating the Effects of Incomplete Markets on Risk Sharing and Asset Pricing , 1993, Journal of Political Economy.

[166]  M. Cagetti,et al.  WEALTH INEQUALITY: DATA AND MODELS , 2005, Macroeconomic Dynamics.

[167]  A. Imrohoroglu.  Cost of Business Cycles with Indivisibilities and Liquidity Constraints , 1989, Journal of Political Economy.

[168]  L. Lillard,et al.  Dynamic Aspects of Earnings Mobility , 1976 .

[169]  Jeremy Greenwood,et al.  More on Marriage, Fertility, and the Distribution of Income , 2002 .

[170]  Per Krusell,et al.  Labor-Market Matching with Precautionary Savings and Aggregate Fluctuations , 2009 .

[171]  Thomas MaCurdy,et al.  The use of time series processes to model the error structure of earnings in a longitudinal data analysis , 1982 .

[172]  Rasmus Lentz.  Optimal unemployment insurance in an estimated job search model with savings , 2009 .

[173]  José-Víctor Ríos-Rull.  On the quantitative importance of market completeness , 1994 .

[174]  Chris I. Telmer,et al.  Consumption and Risk Sharing Over the Life Cycle , 2000 .

[175]  J. Parker,et al.  Consumption Over the Life Cycle , 1999 .

[176]  José-Víctor Ríos-Rull.  Working in the Market, Working at Home, and the Acquisition of Skills: A General-Equilibrium Approach , 1993 .

[177]  Jeremy Lise,et al.  Consumption Inequality and Intra-Household Allocations , 2004 .

[178]  Michael Baker.  Growth-Rate Heterogeneity and the Covariance Structure of Life-Cycle Earnings , 1997, Journal of Labor Economics.

[179]  Martin Flodén,et al.  Labour Supply and Saving Under Uncertainty , 2006 .

[180]  M. Chambers,et al.  The Loan Structure and Housing Tenure Decisions in an Equilibrium Model of Mortgage Choice , 2008 .

[181]  Francisco Gomes,et al.  Asset Pricing with Limited Risk Sharing and Heterogeneous Agents , 2005 .

[182]  Fatih Guvenen,et al.  An Empirical Investigation of Labor Income Processes , 2007 .

[183]  Angus Deaton,et al.  Intertemporal Choice and Inequality , 1993, Journal of Political Economy.

[184]  Jack Schechtman.  An income fluctuation problem , 1976 .

[185]  J. Heckman.  Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture , 2001, Journal of Political Economy.

[186]  Giorgio E. Primiceri,et al.  Heterogeneous Life-Cycle Profiles, Income Risk and Consumption Inequality , 2006 .

[187]  A. Fogli.  Endogenous Labor Market Rigidities and Family Ties , 2000 .

[188]  David M. Kreps,et al.  Advances In Economics and Econometrics: Theory And Applications: Seventh World Congress , 1997 .

[189]  James J. Heckman,et al.  Micro data and general equilibrium models , 1999 .