Search Constraints
Search Results
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Creator: Chodorow-Reich, Gabriel; Karabarbounis, Loukas; and Kekre, Rohan Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 758 Abstract: Greece experienced a boom until 2007, followed by a collapse of unprecedented magnitude and persistence. We assess the sources of the boom and the bust, using a rich estimated dynamic general equilibrium model. External demand and government consumption fueled the boom in production, whereas transfers fueled the boom in consumption. Different from the standard narrative, wages and prices declined substantially during the bust. Tax policy accounts for the largest fraction of the bust in production, whereas uninsurable risk accounts for the bust in consumption and wages. We assess how the composition of fiscal adjustment and bailouts affected the crisis.
Keyword: Greek depression, Taxes, Nominal rigidity, Productivity, and Fiscal policy Subject (JEL): E32 - Business Fluctuations; Cycles, E62 - Fiscal Policy, E20 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy: General (includes Measurement and Data), E44 - Financial Markets and the Macroeconomy, and F41 - Open Economy Macroeconomics -
Creator: Krueger, Dirk; Malkov, Egor; and Perri, Fabrizio Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 655 Abstract: We use panel data from the Italian Survey of Household Income and Wealth from 1991 to 2016 to document empirically what components of the household budget constraint change in response to shocks to household labor income, both over shorter and over longer horizons. We show that shocks to labor income are associated with negligible changes in transfers and non-labor income components, modest changes in consumption expenditures, and large changes in wealth. We then split the sample in households which do not own business or real estate wealth, and households who do. For the first group, we find that consumption responses are more substantial (and increasing with the horizon of the income shock) and wealth responses are much smaller. We show that, for this group, a version of the standard PIH framework that allows for partial insurance against even permanent income shocks can explain well the consumption and wealth responses, both at short and long horizons. For the second group the standard framework cannot explain the large changes in wealth associated with income shocks. We conclude that models which include shocks to the value of household wealth are necessary to fully evaluate the sources and the consequences of household resource risk.
Keyword: Partial insurance, Income shocks, Consumption, Permanent income hypothesis, and Liquid wealth Subject (JEL): E21 - Macroeconomics: Consumption; Saving; Wealth and D91 - Micro-Based Behavioral Economics: Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making -
Creator: Bassetto, Marco and Cui, Wei Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 643 Abstract: The return on government debt is lower than that of asset with similar payoffs. We study optimal debt management and taxation when the government cannot directly redistribute towards the agents in need of liquidity but otherwise has access to a complete set of linear tax instruments. Optimal government debt provision calls for gradually closing the wedge between the returns as much as possible, but tax policy may work as a countervailing force: as long as financial frictions bind, it can be optimal to tax capital even if this magnifies the discrepancy in returns.
Keyword: Capital tax, Financing constraints, Asset liquidity, Optimal level of government debt, and Low interest rates Subject (JEL): E22 - Investment; Capital; Intangible Capital; Capacity, E62 - Fiscal Policy, and E44 - Financial Markets and the Macroeconomy -
Creator: Keane, Michael P. and Neal, Timothy Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 081 Abstract: The Frisch labor supply elasticity plays a key role in many economic policy debates, but its magnitude remains controversial. Many studies estimate the Frisch elasticity using 2SLS regressions of hours changes on wage changes. But a little appreciated power asymmetry property of 2SLS causes estimates to appear spuriously imprecise when they are shifted away from the OLS bias. This makes it difficult for a 2SLS t-test to detect a true positive Frisch elasticity. We illustrate this problem in an application to NLSY97 data. We obtain an estimate of 0.60 for young men, but the t-test indicates it is insignificant. In contrast, the Anderson-Rubin (AR) test – which avoids the power asymmetry problem – implies the estimate is highly significant. The same power asymmetry issue that afflicts the t-test here will arise in many IV applications. Thus, we argue the AR test should be widely adopted in lieu of the t-test.
Keyword: Continuously updated GMM, Labor supply, 2SLS, LIML, Weak instruments, Frisch elasticity, and Anderson-Rubin test Subject (JEL): C12 - Hypothesis Testing: General, J22 - Time Allocation and Labor Supply, D15 - Intertemporal Household Choice; Life Cycle Models and Saving, and C26 - Single Equation Models: Single Variables: Instrumental Variables (IV) Estimation -
Creator: Gao, Han and Nicolini, Juan Pablo Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 650 Abstract: We build a scenario for inflation in the United States in the years to come. Following Gao, Kulish, and Nicolini (2021), we use the quantity theory of money as a conceptual framework and confront the theory with evidence from both the United States and other OECD countries. We argue that a) the quantity theory of money works very well in the medium term, which we define to be close to four years; b) deviations from the inflation rate predicted by the quantity theory tend to disappear in the medium term; c) the burst in inflation that started in 2012 in the United States is a deviation from the inflation rate predicted by the quantity theory; and d) if the policy framework does not change, we expect inflation to be back close to its 2% target no later than 2025.
Keyword: Quantity theory of money, Inflation, and Monetary policy Subject (JEL): E51 - Money Supply; Credit; Money Multipliers, E41 - Demand for Money, and E52 - Monetary Policy -
Creator: Tan, Eugene and Zeida, Teegawende H. Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 079 Abstract: We formulate a framework showing that differences in capital returns and capital intensity between groups of firms can identify relative differences in consumer demand and credit constraints. Using micro-data on Black- and White-owned startups, we find robust evidence that Black-owned startups have lower capital returns, implying that Black-owned startups face lower consumer demand due to race. In contrast, we find mixed evidence of tighter credit constraints due to race. We further show that differences in capital returns are persistent over time, whereas capital intensity differences are transitory. This suggests that lower demand, rather than credit constraints, might be the main barrier to growth for Black-owned startups.
Keyword: Discrimination, Investment, and Entrepreneurship Subject (JEL): L26 - Entrepreneurship, E22 - Investment; Capital; Intangible Capital; Capacity, and J15 - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination -
Creator: Morchio, Iacopo and Moser, Christian A. Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 078 Abstract: Using linked employer-employee data from Brazil, we document a large gender pay gap due to women working at lower-paying employers with better amenities. To interpret these facts, we develop an equilibrium search model with endogenous firm pay, amenities, and employment. We provide a constructive proof of identification of all model parameters. The estimated model suggests that amenities are important for men and women, that compensating differentials explain half of the gender pay gap, and that there are significant output and welfare gains from eliminating gender differences. However, equal-treatment policies fail to achieve those gains.
Keyword: Monopsony, Amenities, Earnings inequality, Linked employer-employee data, Equilibrium search model, Taste-based discrimination, Worker and firm heterogeneity, and Compensating differentials Subject (JEL): J16 - Economics of Gender; Non-labor Discrimination, J32 - Nonwage Labor Costs and Benefits; Retirement Plans; Private Pensions, E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity, and J31 - Wage Level and Structure; Wage Differentials -
Creator: Blundell, Richard; Borella, Margherita; Commault, Jeanne; and De Nardi, Mariacristina Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 040 Abstract: In the U.S, after age 65, households face income and health risks and a large fraction of these risks are transitory. While consumption significantly responds to transitory income shocks, out-of-pocket medical expenses do not. In contrast, both consumption and out-of-pocket medical expenses respond to transitory health shocks. Thus, most U.S. elderly keep their out-of-pocket medical expenses close to a satiation point that varies with health. Consumption responds to health shocks mostly because adverse health shocks reduce the marginal utility of consumption. The effect of health on marginal utility changes the optimal transfers due to health shocks.
Subject (JEL): D12 - Consumer Economics: Empirical Analysis, H20 - Taxation, Subsidies, and Revenue: General, D10 - Household Behavior: General, H51 - National Government Expenditures and Health, D14 - Household Saving; Personal Finance, H31 - Fiscal Policies and Behavior of Economic Agents: Household, E20 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy: General (includes Measurement and Data), D11 - Consumer Economics: Theory, and E21 - Macroeconomics: Consumption; Saving; Wealth -
Creator: Batra, Honey; Michaud, Amanda; and Mongey, Simon Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 083 Abstract: We characterize the little wage information contained in online job posts. Wage information is rare: only 14% of posts contain any information. Of these, wage ranges are more common than point wages, and are wide on average, spanning 28% of the midpoint (e.g. $32,000-$42,000/yr). Posted wages are highly selected in low income occupations: 40% higher than wages of employed workers. High wage firms are more opaque, with more and wider ranges. We find zero correlation between wage information and local labor market tightness. We provide an example of bias in econometric inference that worsens as wage information falls.
Keyword: Search, Wages, and Labor Subject (JEL): D83 - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness, E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity, and J30 - Wages, Compensation, and Labor Costs: General -
Creator: Eckstein, Zvi; Keane, Michael P.; and Lifshitz, Osnat Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 082 Abstract: In the 1960 cohort, American men and women graduated from college at the same rate, and this was true for Whites, Blacks and Hispanics. But in more recent cohorts, women graduate at much higher rates than men. To understand the emerging gender education gap, we formulate and estimate a model of individual and family decision-making where education, labor supply, marriage and fertility are all endogenous. Assuming preferences that are common across ethnic groups and fixed over cohorts, our model explains differences in all endogenous variables by gender/ethnicity for the ‘60-‘80 cohorts based on three exogenous factors: family background, labor market and marriage market constraints. Changes in parental background are a key factor driving the growing gender education gap: Women with college educated mothers get greater utility from college, and are much more likely to graduate themselves. The marriage market also contributes: Women’s chance of getting marriage offers at older ages has increased, enabling them to defer marriage. The labor market is the largest factor: Improvement in women’s labor market return to college in recent cohorts accounts for 50% of the increase in their graduation rate. But the labor market returns to college are still greater for men. Women go to college more because their overall return is greater, after factoring in marriage market returns and their greater utility from college attendance. We predict the recent large increases in women’s graduation rates will cause their children’s graduation rates to increase further. But growth in the aggregate graduation rate will slow substantially, due to significant increases in the share of Hispanics – a group with a low graduation rate – in recent birth cohorts.
Keyword: Labor supply, College graduation, Marriage, Parental background, Education, Fertility, Gender wage gap, Assortative mating, and Returns to college Subject (JEL): I20 - Education and Research Institutions: General, J22 - Time Allocation and Labor Supply, D10 - Household Behavior: General, J10 - Demographic Economics: General, and J24 - Human Capital; Skills; Occupational Choice; Labor Productivity -
Creator: Arnoud, Antoine; Guvenen, Fatih; and Kleineberg, Tatjana Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 801 Abstract: We benchmark six global optimization algorithms by comparing their performance on challenging multidimensional test functions as well as on a method of simulated moments estimation of a panel data model of earnings dynamics. Five of the algorithms are from the popular NLopt open-source library: (i) Controlled Random Search with local mutation (CRS), (ii) Improved Stochastic Ranking Evolution Strategy (ISRES), (iii) Multi-Level Single-Linkage (MLSL), (iv) Stochastic Global Optimization (StoGo), and (v) Evolutionary Strategy with Cauchy distribution (ESCH). The sixth algorithm is TikTak, which is a multistart global optimization algorithm used in some recent economic applications. For completeness, we add three popular local algorithms to the comparison—the Nelder-Mead downhill simplex algorithm, the Derivative-Free Nonlinear Least Squares (DFNLS) algorithm, and a popular variant of the Davidon-Fletcher-Powell (DFPMIN) algorithm. To give a detailed comparison of algorithms, we use benchmarking tools recently developed in the optimization literature. We find that the success rate of many optimizers varies dramatically with the characteristics of each problem and the computational budget that is available. Overall, TikTak is the strongest performer both on the test functions and the economic application. The next-best performing optimizers are StoGo for the test functions and MLSL and ISRES for the economic application.
Keyword: Parallelized optimizer, NLopt, Calibration, Estimation, Multistart algorithms, and Global optimization Subject (JEL): C61 - Optimization Techniques; Programming Models; Dynamic Analysis, C63 - Computational Techniques; Simulation Modeling, and D58 - Computable and Other Applied General Equilibrium Models -
Creator: Sargent, Thomas J. Series: Quarterly review (Federal Reserve Bank of Minneapolis. Research Department) Number: Vol. 43, No. 1 -
Creator: Chari, V. V. Series: Quarterly review (Federal Reserve Bank of Minneapolis. Research Department) Number: Vol. 43, No. 1 -
Creator: Capatina, Elena and Keane, Michael P. Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 080 Abstract: We specify and calibrate a life-cycle model of labor supply and savings incorporating health shocks and medical treatment decisions. Our model features endogenous wage formation via human capital accumulation, employer-sponsored health insurance, and means-tested social insurance. We use the model to study the effects of health shocks on health, labor supply and earnings, and to assess how health shocks contribute to earnings inequality. We also simulate provision of public insurance to agents who lack employer-sponsored insurance. The public insurance program substantially increases medical usage by the uninsured, leading to improved health and life expectancy, which generates higher Social Security costs. But the program also creates positive labor supply incentives, and substantially reduces costs of social insurance, Medicaid and free care. On balance the net program cost is modest, and all agents in the model are ex ante better off in a balanced budget simulation. In contrast, improving access to Medicaid has perverse labor supply effects, does little to improve health, and makes almost all agents worse off in a balanced budget scenario.
Keyword: Income risk, Health insurance, Welfare, Health, Earnings inequality, Human capital, Precautionary saving, and Health shocks Subject (JEL): E21 - Macroeconomics: Consumption; Saving; Wealth, I31 - General Welfare; Well-Being, D91 - Micro-Based Behavioral Economics: Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making, and I14 - Health and Inequality -
Creator: Waugh, Michael E. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 653 Abstract: This paper studies the implications of household heterogeneity for trade. I develop a model where household heterogeneity is induced via incomplete markets and results in heterogeneous price elasticities. Conditional on exposure to trade, heterogeneous price elasticities imply that different households value price changes differently, and thus rich and poor households experience different gains from trade. I calibrate the model to match bilateral trade flows and micro-facts about household-level expenditure patterns and elasticities. I find gains from trade that are pro-poor and that the average gains from trade are substantially larger than representative agent benchmarks.
Keyword: International trade, Heterogeneous agent, and Inequality Subject (JEL): E20 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy: General (includes Measurement and Data), F40 - Macroeconomic Aspects of International Trade and Finance: General, F10 - Trade: General, and D30 - Distribution: General -
Creator: Arellano, Cristina; Bai, Yan; and Mihalache, Gabriel Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 592 Abstract: This paper develops a New Keynesian model with sovereign default risk. Inflation is set by forward-looking firms, monetary policy is an interest rate rule, and the fiscal government borrows externally, long-term, with an option to default. In this framework, default risk creates inflation pressures through an expectations channel, and tight monetary policy disincentivizes fiscal overborrowing. The model sheds light on temporary inflation events in emerging market data, short-lived spikes in inflation, spreads, and domestic policy rates. As spreads rise, firms increase their prices in expectation of higher future inflation during defaults. Monetary policy tightens, which reduces inflation and helps bring spreads down by disciplining government borrowing. These monetary-fiscal interactions imply that delivering the flexible price allocation may not be optimal for monetary policy.
Keyword: Sovereign default, Inflation, Open economy, and New Keynesian theory Subject (JEL): F34 - International Lending and Debt Problems, F41 - Open Economy Macroeconomics, and E52 - Monetary Policy -
Creator: Cai, Zhifeng and Heathcote, Jonathan Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 652 Abstract: How generous should social insurance be when quits account for a large share of transitions into non-employment? We address this question using a multi-sector directed search model extended to incorporate endogenous quits both to other jobs and to non-employment. Workers quit too often in the competitive equilibrium, and private markets co-ordinate on excessively high “efficiency” wages. Quantitatively, we find that unemployment insurance is optimally much less generous in an economy with quits than in one without. An extended Baily-Chetty formula is derived to illustrate the source of this difference.
Keyword: Directed search, Quits, Great Resignation, and Unemployment insurance Subject (JEL): E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity, J65 - Unemployment Insurance; Severance Pay; Plant Closings, J31 - Wage Level and Structure; Wage Differentials, and J64 - Unemployment: Models, Duration, Incidence, and Job Search -
Creator: Balsvik, Ragnhild; Fitzgerald, Doireann; and Haller, Stefanie Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 651 Abstract: Multinational affiliates are more productive than domestic firms, so how do they affect a host country through the labor market? We use data for Norway to show that the labor market is characterized by a job ladder, with multinationals on the upper rungs. We calibrate a general equilibrium job ladder model with endogenous multinational entry to the Norwegian data. In a counterfactual where multinationals face an infinite entry cost, payments to labor fall and profits of domestic firms rise, but the impact is heterogeneous. Competition for workers increases low down on the job ladder, while it decreases high up.
Keyword: Job ladder, Multinationals, and Labor market Subject (JEL): F66 - Economic Impacts of Globalization: Labor, F23 - Multinational Firms; International Business, J63 - Labor Turnover; Vacancies; Layoffs, J64 - Unemployment: Models, Duration, Incidence, and Job Search, and E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity -
Creator: Bodenstein, Martin; Cuba Borda, Pablo; Gornemann, Nils; Presno, Ignacio; Prestipino, Andrea; Queralto, Albert; and Raffo, Andrea Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 799 Abstract: We develop a two-country macroeconomic model that we fit to a set of aggregate prices and quantities for the U.S. and the rest of the world. In addition to a standard array of shocks, the model includes time variation in agents’ preference for safe bonds. We allow for a component of this time variation to be common across countries and biased toward dollar-denominated safe assets, and refer to this component as global flight to safety (GFS). We find that GFS shocks are the most important shocks driving world business cycles, and are also important drivers of activity in the U.S. and especially abroad. An adverse GFS shock lowers global GDP and inflation, widens global corporate credit spreads, and appreciates the dollar. These effects are very close to those obtained from a structural VAR which uses the excess bond premium (Gilchrist and Zakraj¡sek, 2012) as proxy for global flight to safety.
Keyword: Macroeconomic activity, Econometrics and economic theory, and International economics Subject (JEL): H22 - Taxation and Subsidies: Incidence, F30 - International Finance: General, and E32 - Business Fluctuations; Cycles -
Creator: Heathcote, Jonathan; Perri, Fabrizio; Violante, Giovanni L.; and Zhang, Lichen Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 648 Abstract: Heathcote et al. (2010) conducted an empirical analysis of several dimensions of inequality in the United States over the years 1967-2006, using publicly-available survey data. This paper expands the analysis, and extends it to 2021. We find that since the early 2000s, the college wage premium has stopped growing, and the race wage gap has stalled. However, the gender wage gap has kept shrinking. Both individual- and household-level income inequality have continued to rise at the top, while the cyclical component of inequality dominates dynamics below the median. Inequality in consumption expenditures has remained remarkably stable over time. Income pooling within the family and redistribution by the government have enormous impacts on the dynamics of household-level inequality, with the role of the family diminishing and that of the government growing over time. In particular, largely due to generous government transfers, the COVID recession has been the first downturn in fifty years in which inequality in disposable income and consumption actually declined.
Keyword: Surveys, Wealth, Earnings, Wages, Recessions, Consumption, Income, Redistribution, Hours worked, and Inequality Subject (JEL): D12 - Consumer Economics: Empirical Analysis, D31 - Personal Income, Wealth, and Their Distributions, H53 - National Government Expenditures and Welfare Programs, J31 - Wage Level and Structure; Wage Differentials, and E21 - Macroeconomics: Consumption; Saving; Wealth -
Creator: McGrattan, Ellen R. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 647 Abstract: This paper reassesses the conclusions of McGrattan and Prescott (2005), which derived the quantitative implications of growth theory for U.S. corporate valuations. In addition to having two more decades of data, the analysis incorporates recent changes in policies that affect corporate investments, taxes, and legal-form choice. Secular trends identified in the earlier period remain, with little change in the tangible capital-output ratio or profit share of output. Corporate valuations remain high relative to the postwar average, in line with the theoretical prediction. Critical to this prediction is the decline in effective tax rate on distributions and the rise of foreign direct investment abroad. With the recent enactment of the Tax Cuts and Jobs Act, corporate valuations are predicted to rise even further relative to GDP.
Keyword: Taxation, Stock market, and Productive capital stocks Subject (JEL): E62 - Fiscal Policy, G18 - General Financial Markets: Government Policy and Regulation, and E44 - Financial Markets and the Macroeconomy -
Creator: McKay, Alisdair and Wolf, Christian K. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 642 Abstract: We show that, in a general family of linearized structural macroeconomic models, knowledge of the empirically estimable causal effects of contemporaneous and news shocks to the prevailing policy rule is sufficient to construct counterfactuals under alternative policy rules. If the researcher is willing to postulate a loss function, our results furthermore allow her to recover an optimal policy rule for that loss. Under our assumptions, the derived counterfactuals and optimal policies are robust to the Lucas critique. We then discuss strategies for applying these insights when only a limited amount of empirical causal evidence on policy shock transmission is available.
Keyword: Monetary policy, Macroeconomic modeling, Policy shocks, Business cycles, Lucas critique, and Policy counterfactuals Subject (JEL): E32 - Business Fluctuations; Cycles and E61 - Policy Objectives; Policy Designs and Consistency; Policy Coordination -
Creator: Atkeson, Andrew Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 649 Abstract: The CDC reports that 1.13 million Americans have died of COVID-19 through June of 2023. I use a model of the impact over the past three years of vaccines and private and public behavior to mitigate disease transmission during the COVID-19 pandemic in the United States to address two questions. First, holding the strength of the response of behavior to the level of daily deaths from COVID-19 fixed, what was the impact of vaccines on cumulative mortality from COVID-19 up through June 2023? And second, holding the pace of deployment of vaccinations fixed, what would have been the impact of stricter or looser behavioral responses to COVID-19 deaths on cumulative mortality from COVID-19 over this same time period? In answering the first question, I find that vaccines saved 748,600 lives through June 2023. That is, without vaccines, cumulative mortality from COVID-19 would have been closer to 1.91 million over this time period. In answering the second question, I find that behavioral efforts to slow the transmission of the virus before vaccines became widely administered were critical to this positive impact of vaccines on cumulative mortality. For example, with a complete relaxation of these mitigation efforts, vaccines would have come too late to have saved a significant number of lives. Earlier deployment of vaccines would have saved many lives. I find that marginal changes in the strength of the behavioral response to COVID-19 deaths within the range of those responses estimated with the model have a significantly smaller impact on cumulative COVID-19 mortality over this time period.
Keyword: COVID-19 mortality, Vaccines, and Behavior Subject (JEL): I00 - Health, Education, and Welfare: General and I12 - Health Behavior -
Creator: Gregory, Victoria; Kozlowski, Julian; and Rubinton, Hannah Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 077 Abstract: This paper seeks to understand the forces that maintain racial segregation and the implications for the Black-White gap in college attainment. We incorporate race into an overlapping-generations spatial-equilibrium model with neighborhood spillovers. The model incorporates race in three ways: (i) a Black-White wage gap, (ii) an amenity externality—households care about the racial composition of their neighbors—and (iii) an additional barrier to moving for Black households. These forces quantitatively account for all of the racial segregation and 80% of the Black-White gap in college attainment in the data for the St. Louis metro area. Counterfactual exercises show that all three forces are quantitatively important. The presence of spillovers and externalities generates multiple equilibria. Although St. Louis is in the segregated equilibrium, there also exists an integrated equilibrium with a lower college gap, and we analyze a transition path between the two.
Keyword: Income inequality, Neighborhood segregation, Education, and Racial disparities Subject (JEL): J15 - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination, O18 - Economic Development: Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure, and J24 - Human Capital; Skills; Occupational Choice; Labor Productivity -
Creator: Karabarbounis, Loukas; Lise, Jeremy; and Nath, Anusha Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 793 Abstract: We present new evidence on the labor market effects of large minimum wage increases by examining the policy changes implemented by Minneapolis and Saint Paul. Beginning with synthetic difference-in- differences methods, we find that the increase in the minimum wage decreased substantially restaurant and retail employment, even after accounting for potential confounding effects from the pandemic and civil unrest. Next, using variation in exposure to the minimum wage across establishments and workers within zip codes and industries of the Twin Cities, we find employment effects that are about half as large as those from the time series. The cross-sectional estimates difference out contemporaneous city-industry effects across establishments and workers, but they do not include equilibrium effects induced by the minimum wage such as changes in entry. We quantify a model of establishment dynamics to reconcile the different estimates and argue that they plausibly reflect lower and upper bounds of employment losses. We use the model to show that our estimates are consistent with an establishment elasticity of labor demand of -1 and illustrate how they can inform deeper parameters characterizing product and labor market competition, factor substitution, and establishment dynamics.
Keyword: Jobs, Minimum wage, Wages, and Hours Subject (JEL): J08 - Labor Economics Policies, J23 - Labor Demand, and J38 - Wages, Compensation, and Labor Costs: Public Policy -
Creator: Annan, Francis; Archibong, Belinda; and Ekhator-Mobayode, Uche Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 076 Abstract: Epidemics can negatively affect economic development unless they are mitigated by global governance institutions. We examine the effects of sudden exposure to epidemics on human capital outcomes using evidence from the African meningitis belt. Meningitis shocks reduce child health outcomes, particularly when the World Health Organization (WHO) does not declare an epidemic year. These effects are reversed when the WHO declares an epidemic year. Children born in meningitis shock areas in a year when an epidemic is declared are 10 percentage points (pp) less stunted and 8.2 pp less underweight than their peers born in non-epidemic years. We find evidence for the crowd-out of routine vaccination during epidemic years. We analyze data from World Bank projects and find evidence that an influx of health aid in response to WHO declarations may partly explain these reversals.
Keyword: Africa, World Bank, Disease, Aid, WHO, Epidemic, and Vaccination Subject (JEL): O12 - Microeconomic Analyses of Economic Development, I18 - Health: Government Policy; Regulation; Public Health, H84 - Disaster Aid, I15 - Health and Economic Development, I12 - Health Behavior, and O19 - International Linkages to Development; Role of International Organizations -
Creator: Atkeson, Andrew; Heathcote, Jonathan; and Perri, Fabrizio Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 639 Abstract: The U.S. net foreign asset position has declined sharply since 2007 and is currently negative 65 percent of U.S. GDP. This deterioration primarily reflects a U.S.-specific rise in corporate asset values that has inflated the value of U.S. equity liabilities to the rest of the world. To interpret these trends we develop an international macro finance model of flows, stocks, asset valuations, the current account, and the net foreign asset position. We find that the welfare impact of rising asset values for a representative U.S. household has been quite negative given extensive foreign ownership of U.S. corporate equity.
Keyword: Current account, Global imbalances, and Equity markets Subject (JEL): F40 - Macroeconomic Aspects of International Trade and Finance: General and F30 - International Finance: General -
Creator: Aguiar, Mark; Amador, Manuel; and Arellano, Cristina Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 646 Abstract: This paper explores the positive and normative consequences of government bond issuances in a New Keynesian model with heterogeneous agents, focusing on how the stock of government bonds affects the cross-sectional allocation of resources in the spirit of Samuelson (1958). We characterize the Pareto optimal levels of government bonds and the associated monetary policy adjustments that should accompany Pareto-improving bond issuances. The paper introduces a simple phase diagram to analyze the global equilibrium dynamics of inflation, interest rates, and labor earnings in response to changes in the stock of government debt. The framework also provides a tractable tool to explore the use of fiscal policy to escape the Effective Lower Bound (ELB) on nominal interest rates and the resolution of the “forward guidance puzzle.” A common theme throughout is that following the monetary policy guidance from the standard Ricardian framework leads to excess fluctuations in income and inflation.
Keyword: Inflation, Ricardian Equivalence, Heterogeneous agents, and Government debt Subject (JEL): E60 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook: General, E40 - Money and Interest Rates: General, and E30 - Prices, Business Fluctuations, and Cycles: General (includes Measurement and Data) -
Creator: Kleiner, Morris and Wang, Wenchen Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 645 Abstract: In the U.S., occupational licensing is more prevalent in the public sector than in the private sector, but the influence of occupational regulation for public sector workers has not been analyzed in detail. Our study initially examines the probability of a licensed worker selecting into the public sector. Using the probability as a control for these individuals’ risk aversion, we next examine how licensing impacts key labor market outcomes, such as wages, hours worked, and employment in the public sector. Our results show that having an occupational license increases the likelihood of working in the public sector. After adjusting for the selection bias of choosing into the public sector, we find that being in a licensed occupation in the public sector raises wages by about 6% and increases hours worked, but reduces employment, even when controlling for other labor market institutions that also are more prevalent in the public sector such as unionization. Overall, our estimates suggest that the social welfare effects of licensing in the public sector are like those for the whole sample, and they generally result in a welfare loss in the public sector.
Keyword: Public sector labor markets, Occupational licensing, Wage and employment determination, and Labor policies Subject (JEL): J45 - Public Sector Labor Markets, J48 - Particular Labor Markets: Public Policy, J44 - Professional Labor Markets; Occupational Licensing, K23 - Regulated Industries and Administrative Law, and J08 - Labor Economics Policies -
Creator: Leibovici, Fernando and Wiczer, David Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 074 Abstract: This paper studies the role of credit constraints in accounting for the dynamics of firm exit during the Great Recession. We present novel firm-level evidence on the role of credit constraints on exit behavior during the Great Recession. Firms in financial distress, with tighter access to credit, are more likely to default than firms with more access to credit. This difference widened substantially in the Great Recession while, in contrast, default rates did not vary much by size, age, or productivity. We identify conditions under which standard models of firms subject to financial frictions can be consistent with these facts.
Keyword: Firm exit, Great Recession, Credit constraints, and Financial distress Subject (JEL): G01 - Financial Crises and E32 - Business Fluctuations; Cycles -
Creator: Arce, Fernando; Bengui, Julien; and Bianchi, Javier Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 798 Abstract: In this paper, we revisit the scope for macroprudential policy in production economies with pecuniary externalities and collateral constraints. We study competitive equilibria and constrained-efficient equilibria and examine the extent to which the gap between the two depends on the production structure and the policy instruments available to the planner. We argue that macroprudential policy is desirable regardless of whether the competitive equilibrium features more or less borrowing than the constrained-efficient equilibrium. In our quantitative analysis, macroprudential taxes on borrowing turn out to be larger when the government has access to ex-post stabilization policies.
Keyword: Macroprudential policy, Under-borrowing, and Over-borrowing Subject (JEL): E58 - Central Banks and Their Policies, F32 - Current Account Adjustment; Short-term Capital Movements, F34 - International Lending and Debt Problems, and F31 - Foreign Exchange -
Creator: Ait Lahcen, Mohammed; Baughman, Garth; and van Buggenum, Hugo Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 073 Abstract: We study the nonlinearities present in a standard monetary labor search model modified to have two groups of workers facing exogenous differences in the job finding and separation rates. We use our setting to study the racial unemployment gap between Black and white workers in the United States. A calibrated version of the model is able to replicate the difference between the two groups both in the level and volatility of unemployment. We show that the racial unemployment gap rises during downturns, and that its reaction to shocks is state-dependent. In particular, following a negative productivity shock, when aggregate unemployment is above average the gap increases by 0.6pp more than when aggregate unemployment is below average. In terms of policy, we study the implications of different inflation regimes on the racial unemployment gap. Higher trend inflation increases both the level of the racial unemployment gap and the magnitude of its response to shocks.
Keyword: Racial inequality, Monetary policy, Unemployment, Inflation, and Discrimination Subject (JEL): E32 - Business Fluctuations; Cycles, E52 - Monetary Policy, J64 - Unemployment: Models, Duration, Incidence, and Job Search, and E31 - Price Level; Inflation; Deflation -
Creator: Mileo Gorzig, Marina and Rho, Deborah Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 061 Abstract: Policies that reduce information on applicants have mixed results in the labor market. However, little is known about their impact in the housing market. We submitted fictitious email inquiries to publicly advertised rentals using names manipulated on perceived race and ethnicity before and after a policy that restricted the use of background checks, eviction history, income minimums, and credit history in rental housing applications in Minneapolis. After the policy was implemented, discrimination against African American and Somali American men increased. Triple difference analysis shows that discrimination increased in Minneapolis relative to St. Paul after the policy.
Keyword: Discrimination, Race/Ethnicity, Housing, and Immigration Subject (JEL): J15 - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination, J68 - Mobility, Unemployment, and Vacancies: Public Policy, and R31 - Housing Supply and Markets -
Creator: Ruffini, Krista Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 072 Abstract: This paper examines how cash transfers that are not conditional on employment affect infant health. Leveraging variation in the amount of pandemic-era stimulus and child tax credit payments that families received based on household composition, I find that an additional $100 in transfers reduces the prevalence of low birthweight by 2-3 percent. Effects are larger for payments received later in pregnancy, but are of a similar magnitude across the population. These additional resources increased prenatal care and improved maternal health in ways that are consistent with families both increasing investments in children's health and improving the prenatal environment.
Keyword: Infant health, Tax policy, and Cash transfers Subject (JEL): H24 - Personal Income and Other Nonbusiness Taxes and Subsidies; includes inheritance and gift taxes, I12 - Health Behavior, and I38 - Welfare, Well-Being, and Poverty: Government Programs; Provision and Effects of Welfare Programs -
Creator: Adams-Prassl, Abi; Huttunen, Kristiina; Nix, Emily; and Zhang, Ning Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 071 Abstract: Domestic abuse encompasses a range of damaging behaviours beyond physical violence, including economic and emotional abuse. This paper provides the first evidence on the impact of cohabiting with an abusive partner on victim’s economic outcomes. In so doing, we highlight the systematic role played by economic suppression and coercive control in such relationships. Using administrative data and a matched control event study design, along with a within-individual comparison of outcomes across relationships, we document three new facts. First, women who begin relationships with (eventually) physically abusive men suffer large and significant earnings and employment falls immediately upon cohabiting with the abusive partner, which translates into a total household income loss. Second, this decline in economic outcomes is non-monotonic in women’s pre-cohabitation outside options. Third, abusive men impose economic costs on all their female partners, even those who do not report physical violence. To rationalize these findings, we develop a new dynamic model of abusive relationships where women do not perfectly observe their partner’s type, and abusive men have an incentive to use coercive control to sabotage women’s outside options and their ability to later exit the relationship. We show that this model is consistent with all three empirical facts. We harness the model’s predictions to revisit some classic results on domestic violence and show that the relationship between domestic violence and women’s outside options is crucially linked to breakup dynamics.
Keyword: Abusive relationships, Female labor supply, and Coercive control Subject (JEL): J16 - Economics of Gender; Non-labor Discrimination, J31 - Wage Level and Structure; Wage Differentials, D10 - Household Behavior: General, D13 - Household Production and Intrahousehold Allocation, K36 - Family and Personal Law, and J23 - Labor Demand -
Creator: Nakajima, Makoto (Economist) Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 070 Abstract: I develop a heterogeneous-agent New-Keynesian model featuring racial inequality in income and wealth, and studies interactions between racial inequality and monetary policy. Black and Hispanic workers gain more from accommodative monetary policy than White workers mainly due to higher labor market risks. Their gains are larger also because of a larger proportion of them are hand-to-mouth, while wealthy White workers gain more from asset price appreciation. Monetary and fiscal policies are substitutes in providing insurance against cyclical labor market risks. Racial minorities gain even more from an accommodative monetary policy in the absence of income-dependent fiscal transfers.
Keyword: Business cycle, Marginal propensity to consume, Monetary policy, Labor market, Heterogeneous agents, Hand-to-mouth, Unemployment, Wealth distribution, and Racial inequality Subject (JEL): J64 - Unemployment: Models, Duration, Incidence, and Job Search, J15 - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination, E52 - Monetary Policy, and E21 - Macroeconomics: Consumption; Saving; Wealth -
Creator: Amador, Manuel and Bianchi, Javier Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 797 Abstract: We show that if the central bank operates without commitment and faces constraints on its balance sheet, helicopter drops can be a useful stabilization tool during a liquidity trap. In our model, even with balance sheet constraints, helicopter drops are at best irrelevant under commitment.
Keyword: Helicopter drops, Central bank independence, Liquidity traps, Zero lower bound, Monetary policy, and Time consistency problem Subject (JEL): E58 - Central Banks and Their Policies, E31 - Price Level; Inflation; Deflation, E61 - Policy Objectives; Policy Designs and Consistency; Policy Coordination, E52 - Monetary Policy, and E63 - Comparative or Joint Analysis of Fiscal and Monetary Policy; Stabilization; Treasury Policy -
Creator: Bolt, Uta; French, Eric; Hentall MacCuish, Jamie; and O'Dea, Cormac Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 069 Abstract: Parental investments significantly impact children’s outcomes. Exploiting panel data covering individuals from birth to retirement, we estimate child skill production functions and embed them into an estimated dynastic model in which altruistic mothers and fathers make investments in their children. We find that time investments, educational investments, and assortative matching have a greater impact on generating inequality and intergenerational persistence than cash transfers. While education subsidies can reduce inequality, due to an estimated dynamic complementarity between time investments and education, it is crucial to announce them in advance to allow parents to adjust their investments when their children are young.
Keyword: Lifecycle, Intergenerational transfers, and Parental investments Subject (JEL): J00 - Labor and Demographic Economics: General and I00 - Health, Education, and Welfare: General -
Creator: Chari, V. V.; Kirpalani, Rishabh; and Perez, Luis Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 644 Abstract: The epidemiological literature suggests that virus transmission occurs only when individuals are in relatively close contact. We show that if society can control the extent to which economic agents are exposed to the virus and agents can commit to contracts, virus externalities are local, and competitive equilibria are efficient. The Second Welfare Theorem also holds. These results still apply when infection status is imperfectly observed and when agents are privately informed about their infection status. If society cannot control virus exposure, then virus externalities are global and competitive equilibria are inefficient, but the policy implications are very different from those in the literature. Economic activity in this version of our model can be inefficiently low, in contrast to the conventional wisdom that viruses create global externalities and result in inefficiently high economic activity. If agents cannot commit, competitive equilibria are inefficient because of a novel pecuniary externality.
Keyword: Lockdowns, Virus exposure, and Local public goods Subject (JEL): H41 - Public Goods, E60 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook: General, and D62 - Externalities -
Creator: Dingel, Jonathan I.; Gottlieb, Joshua D.; Lozinski, Maya; and Mourot, Pauline Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 068 Abstract: We measure the importance of increasing returns to scale and trade in medical services. Using Medicare claims data, we document that “imported” medical care—services produced by a medical provider in a different region—constitute about one-fifth of US healthcare consumption. Larger regions specialize in producing less common procedures, which are traded more. These patterns reflect economies of scale: larger regions produce higher-quality services because they serve more patients. Because of increasing returns and trade costs, policies to improve access to care face a proximity-concentration tradeoff. Production subsidies and travel subsidies can impose contrasting spillovers on neighboring regions.
Keyword: Market-size effects, Trade in services, Medicare claims data, and Healthcare access Subject (JEL): F14 - Empirical Studies of Trade, I11 - Analysis of Health Care Markets, F12 - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation, and R12 - Size and Spatial Distributions of Regional Economic Activity -
Creator: Michaud, Amanda Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 067 Abstract: This paper develops a quantitative framework to study the impact of Unemployment Insurance (UI) expansions to workers earning below eligibility thresholds. A model of how UI affects welfare and labor supply is developed and calibrated with microeconomic data, including consumption. The model predicts that the current ineligible would choose to stay on UI longer than the current eligible and the margins of why this is the case are quantified. The model is applied to the Great Recession by identifying ineligible workers in the data using machine learning and to an actual expansion during COVID-19 using administrative data. The UI duration for newly eligible under the expansion was 1.7 times longer than the previous eligible but is one-third shorter than the model's economic incentives predict. This suggests caution in extrapolating from the COVID-19 data and the model is used to predict impacts of smaller scale expansions during non-pandemic times.
Keyword: Labor supply, Business cycles, and Unemployment insurance Subject (JEL): J65 - Unemployment Insurance; Severance Pay; Plant Closings, E32 - Business Fluctuations; Cycles, E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity, and J20 - Demand and Supply of Labor: General -
Creator: Bianchi, Javier and Coulibaly, Louphou Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 796 Abstract: Many central banks whose exchange rate regimes are classified as flexible are reluctant to let the exchange rate fluctuate. This phenomenon is known as “fear of floating”. We present a simple theory in which fear of floating emerges as an optimal policy outcome. The key feature of the model is an occasionally binding borrowing constraint linked to the exchange rate that introduces a feedback loop between aggregate demand and credit conditions. Contrary to the Mundellian paradigm, we show that a depreciation can be contractionary, and letting the exchange rate float can expose the economy to self-fulfilling crises.
Keyword: Self-fulfilling financial crises and Exchange rates Subject (JEL): E52 - Monetary Policy, F45 - Macroeconomic Issues of Monetary Unions, F41 - Open Economy Macroeconomics, G01 - Financial Crises, F36 - Financial Aspects of Economic Integration, F33 - International Monetary Arrangements and Institutions, E44 - Financial Markets and the Macroeconomy, and F34 - International Lending and Debt Problems -
Creator: Blanco, Andrés; Drenik, Andrés; Moser, Christian A.; and Zaratiegui, Emilio Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 066 Abstract: We develop a theory of labor markets in a monetary economy with four realistic features: search frictions, worker productivity shocks, wage rigidity, and two-sided lack of commitment. Due to the non-Coasean nature of labor contracts, inefficient job separations occur in the form of endogenous quits and layoffs that are unilaterally initiated whenever a worker’s wage-to-productivity ratio moves outside an inaction region. We derive sufficient statistics for the aggregate labor market response to a monetary shock based on the distribution of workers’ wage-to-productivity ratios. These statistics crucially depend on the incidence of inefficient job separations, which we show how to identify using readily available microdata on wage changes and worker flows between jobs.
Keyword: Continuous-time methods, Wage rigidity, Wage inequality, Monetary policy, Layoffs, Quits, Inefficient job separations, Variational inequalities, Commitment, Unemployment, Stopping times, Directed search, and Inflation Subject (JEL): E12 - General Aggregative Models: Keynes; Keynesian; Post-Keynesian, E31 - Price Level; Inflation; Deflation, and D31 - Personal Income, Wealth, and Their Distributions -
Creator: Rinz, Kevin and Voorheis, John Series: Institute working paper (Federal Reserve Bank of Minneapolis. Opportunity and Inclusive Growth Institute) Number: 065 Abstract: We re-examine recent trends in regional income convergence, considering the full distribution of income rather than focusing on the mean. Measuring similarity by comparing each percentile of state distributions to the corresponding percentile of the national distribution, we find that state incomes have become less similar (i.e. they have diverged) within the top 20 percent of the income distribution since 1969. The top percentile alone accounts for more than half of aggregate divergence across states over this period by our measure, and the top five percentiles combine to account for 93 percent. Divergence in top incomes across states appears to be driven largely by changes in top incomes among White people, while top incomes among Black people have experienced relatively little divergence.
Keyword: Wages, Regional convergence, Distribution, Income, and Race Subject (JEL): J30 - Wages, Compensation, and Labor Costs: General and R10 - General Regional Economics (includes Regional Data) -
Creator: Bengui, Julien and Coulibaly, Louphou Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 795 Abstract: Are unregulated capital flows excessive during a stagflation episode? We argue that they likely are, owing to a macroeconomic externality operating through the economy’s supply side. Inflows raise domestic wages through a wealth effect on labor supply and cause unwelcome upward pressure on marginal costs in countries where monetary policy is trying to drive down costs to stabilize inflation. Yet, market forces are likely to generate such inflows. Optimal capital flow management instead requires net outflows, suggesting topsy-turvy capital flows following markup shocks.
Keyword: Stabilization policy, Capital flow management, Macroeconomic externalities, Stagflation, and Current account adjustment Subject (JEL): F32 - Current Account Adjustment; Short-term Capital Movements, E52 - Monetary Policy, F42 - International Policy Coordination and Transmission, E44 - Financial Markets and the Macroeconomy, F41 - Open Economy Macroeconomics, and E32 - Business Fluctuations; Cycles