Search Constraints
Search Results
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Creator: Chari, V. V. and Kehoe, Patrick J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 121 Abstract: We examine the limiting behavior of cooperative and noncooperative fiscal policies as countries’ market power goes to zero. We show that these policies converge if countries raise revenues through lump-sum taxation. However, if there are unremovable domestic distortions, such as distorting taxes, there can be gains to coordination even when a single country’s policy cannot affect world prices. These results differ from the received wisdom in the optimal tariff literature. The key distinction is that, unlike in the tariff literature, the spending decisions of governments are explicitly modeled.
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Creator: Kehoe, Timothy Jerome, 1953- and Levine, David K. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 380 Abstract: Typical models of bankruptcy and collateral rely on incomplete asset markets. In fact, bankruptcy and collateral add contingencies to asset markets. In some models, these contingencies can be used by consumers to achieve the same equilibrium allocations as in models with complete markets. In particular, the equilibrium allocation in the debt constrained model of Kehoe and Levine (2001) can be implemented in a model with bankruptcy and collateral. The equilibrium allocation is constrained efficient. Bankruptcy occurs when consumers receive low income shocks. The implementation of the debt constrained allocation in a model with bankruptcy and collateral is fragile in the sense of Leijonhufvud’s “corridor of stability,” however: If the environment changes, the equilibrium allocation is no longer constrained efficient.
Subject (JEL): G13 - Contingent Pricing; Futures Pricing; option pricing, D61 - Allocative Efficiency; Cost-Benefit Analysis, D50 - General Equilibrium and Disequilibrium: General, and D52 - Incomplete Markets -
Creator: Prescott, Edward C. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 242 Abstract: This paper evaluates the argument that differences in physical and intangible capital can account for the large international income differences that characterize the world economy today. The finding is that they cannot. Savings rate differences are of minor importance. What is all-important is total factor productivity. In addition, the paper presents industry evidence that total factor productivities differ across countries and time for reasons other than differences in the publicly available stock of technical knowledge. These findings lead me to conclude a theory of TFP is needed. This theory must account for differences in TFP that arise for reasons other than growth in the stock of technical knowledge.
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Creator: Phelan, Christopher and Stacchetti, Ennio Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 258 Abstract: This paper presents a full characterization of the equilibrium value set of a Ramsey tax model. More generally, it develops a dynamic programming method for a class of policy games between the government and a continuum of consumers. By selectively incorporating Euler conditions into a strategic dynamic programming framework, we wed two technologies that are usually considered competing alternatives, resulting in a dramatic simplification of the problem.
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Creator: Ferson, Wayne E. and Jagannathan, Ravi Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 206 Abstract: We provide a brief review of the techniques that are based on the Generalized Method of Moments (GMM) and used for evaluating capital asset pricing models. We first develop the CAPM and multi-beta models and discuss the classical two-stage regression method originally used to evaluate them. We then describe the pricing kernel representation of a generic asset pricing model; this representation facilitates use of the GMM in a natural way for evaluating the conditional and unconditional versions of most asset pricing models. We also discuss diagnostic methods that provide additional insights.
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Creator: Benhabib, Jess, 1948-; Rogerson, Richard Donald; and Wright, Randall, 1956- Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 135 Abstract: This paper explores some macroeconomic implications of including household production in an otherwise standard real business cycle model. We calibrate the model based on microeconomic evidence and long run considerations, simulate it, and examine its statistical properties Our finding is that introducing home production significantly improves the quantitative performance of the standard model along several dimensions. It also implies a very different interpretation of the nature of aggregate fluctuations.
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Creator: Kehoe, Timothy Jerome, 1953-; Pujolas, Pau S.; and Ruhl, Kim J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 533 Abstract: We show that a trade model with an exogenous set of heterogeneous firms with fixed operating costs has the same aggregate outcomes as a span-of-control model. Fixed costs in the heterogeneous-firm model are entrepreneurs' forgone wage in the span-of-control model.
Keyword: International trade, Firm heterogeneity, Income distribution, and Span-of-control model Subject (JEL): D43 - Market Structure, Pricing, and Design: Oligopoly and Other Forms of Market Imperfection, F12 - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation, and D31 - Personal Income, Wealth, and Their Distributions -
Creator: Sargent, Thomas J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 058 Abstract: This paper explores some of the implications for econometric practice of the principle that people’s observed behavior will change when their constraints change. In dynamic contexts, a proper definition of people’s constraints includes among them laws of motion that describe the evolution of the taxes they must pay and the prices of the goods that they buy and sell. Changes in agents’ perceptions of these laws of motion (or constraints) will in general produce changes in the schedules that describe the choices they make as a function of the information that they possess. Until very recently, received dynamic econometric practice ignored this principle. The practice of dynamic econometrics should be changed so that it is consistent with the principle that people’s rules of choice are influenced by their constraints. This is a substantial undertaking, and involves major adjustments in the ways that we formulate, estimate, and simulate econometric models.
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Creator: Kehoe, Patrick J.; Midrigan, Virgiliu; and Pastorino, Elena Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 536 Abstract: During the Great Recession, regions of the United States that experienced the largest declines in household debt also experienced the largest drops in consumption, employment, and wages. Employment declines were larger in the nontradable sector and for firms that were facing the worst credit conditions. Motivated by these findings, we develop a search and matching model with credit frictions that affect both consumers and firms. In the model, tighter debt constraints raise the cost of investing in new job vacancies and thus reduce worker job finding rates and employment. Two key features of our model, on-the-job human capital accumulation and consumer-side credit frictions, are critical to generating sizable drops in employment. On-the-job human capital accumulation makes the flows of benefits from posting vacancies long-lived and so greatly amplifies the sensitivity of such investments to credit frictions. Consumer-side credit frictions further magnify these effects by leading wages to fall only modestly. We show that the model reproduces well the salient cross-regional features of the U.S. data during the Great Recession.
Keyword: Human capital, Employment, Search and matching, and Debt constraints Subject (JEL): J21 - Labor Force and Employment, Size, and Structure, E32 - Business Fluctuations; Cycles, E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity, E21 - Macroeconomics: Consumption; Saving; Wealth, and J64 - Unemployment: Models, Duration, Incidence, and Job Search -
Creator: Benati, Luca; Lucas, Jr., Robert E.; Nicolini, Juan Pablo; and Weber, Warren E. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 587 Abstract: We explore the long-run demand for M1 based on a dataset comprising 38 countries and relatively long sample periods, extending in some cases to over a century. Overall, we find very strong evidence of a long-run relationship between the ratio of M1 to GDP and a short-term interest rate, in spite of a few failures. The standard log-log specification provides a very good characterization of the data, with the exception of periods featuring very low interest rate values. This is because such a specification implies that, as the short rate tends to zero, real money balances become arbitrarily large, which is rejected by the data. A simple extension imposing limits on the amount that households can borrow results in a truncated log-log specification, which is in line with what we observe in the data. We estimate the interest rate elasticity to be between 0.3 and 0.6, which encompasses the well-known squared-root specification of Baumol and Tobin.
Keyword: Long-run money demand and Cointegration Subject (JEL): C32 - Multiple or Simultaneous Equation Models: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models and E41 - Demand for Money -
Creator: Gavazza, Alessandro; Mongey, Simon; and Violante, Giovanni L. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 553 Abstract: We develop an equilibrium model of firm dynamics with random search in the labor market where hiring firms exert recruiting effort by spending resources to fill vacancies faster. Consistent with microevidence, fast-growing firms invest more in recruiting activities and achieve higher job-filling rates. These hiring decisions of firms aggregate into an index of economy-wide recruiting intensity. We study how aggregate shocks transmit to recruiting intensity, and whether this channel can account for the dynamics of aggregate matching efficiency during the Great Recession. Productivity and financial shocks lead to sizable pro-cyclical fluctuations in matching efficiency through recruiting effort. Quantitatively, the main mechanism is that firms attain their employment targets by adjusting their recruiting effort in response to movements in labor market slackness.
Keyword: Unemployment, Macroeconomic shocks, Vacancies, Aggregate matching efficiency, Firm dynamics, and Recruiting intensity Subject (JEL): G01 - Financial Crises, E44 - Financial Markets and the Macroeconomy, J63 - Labor Turnover; Vacancies; Layoffs, E32 - Business Fluctuations; Cycles, J64 - Unemployment: Models, Duration, Incidence, and Job Search, D25 - Intertemporal Firm Choice: Investment, Capacity, and Financing, J23 - Labor Demand, and E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity -
Creator: Bryant, John B. and Wallace, Neil Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 028 Abstract: No abstract available.
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Creator: Nicolini, Juan Pablo Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 582 Abstract: In this paper, I revisit some recent work on the theory of the money supply, using a theoretical framework that closely follows Karl Brunner's work. I argue that had his research proposals been followed by the profession, some of the misunderstandings related to the instability of the money demand relationship could have been avoided.
Keyword: Means of payment, Money multiplier, and Transaction services Subject (JEL): E58 - Central Banks and Their Policies and E51 - Money Supply; Credit; Money Multipliers -
Creator: Prescott, Edward C. and Ríos-Rull, José-Víctor Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 282 Abstract: A necessary feature for equilibrium is that beliefs about the behavior of other agents are rational. We argue that in stationary OLG environments this implies that any future generation in the same situation as the initial generation must do as well as the initial generation did in that situation. We conclude that the existing equilibrium concepts in the literature do not satisfy this condition. We then propose an alternative equilibrium concept, organizational equilibrium, that satisfies this condition. We show that equilibrium exists, it is unique, and it improves over autarky without achieving optimality. Moreover, the equilibrium can be readily found by solving a maximization program.
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Creator: Schulhofer-Wohl, Sam Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 462 Abstract: How well do people share risk? Standard risk-sharing regressions assume that any variation in households’ risk preferences is uncorrelated with variation in the cyclicality of income. I combine administrative and survey data to show that this assumption is questionable: Risk-tolerant workers hold jobs where earnings carry more aggregate risk. The correlation makes risk-sharing regressions in the previous literature too pessimistic. I derive techniques that eliminate the bias, apply them to U.S. data, and find that the effect of idiosyncratic income shocks on consumption is practically small and statistically difficult to distinguish from zero.
Keyword: Risk preferences, Heterogeneity, Risk sharing, and Imperfect insurance Subject (JEL): E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity and E21 - Macroeconomics: Consumption; Saving; Wealth -
Creator: Gao, Han; Kulish, Mariano; and Nicolini, Juan Pablo Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 633 Abstract: In this paper, we review the relationship between inflation rates, nominal interest rates, and rates of growth of monetary aggregates for a large group of OECD countries. If persistent changes in the monetary policy regime are accounted for, the behavior of these series maintains the close relationship predicted by standard quantity theory models. With an estimated model, we show those relationships to be relatively invariant to alternative frictions that can deliver quite different high-frequency dynamics. We also show that the low-frequency component of the data derived from statistical filters does reasonably well in capturing these regime changes. We conclude that the quantity theory relationships are alive and well, and thus they are useful for policy design aimed at controlling inflation.
Keyword: Monetary policy, Money demand, and Monetary aggregates Subject (JEL): E51 - Money Supply; Credit; Money Multipliers, E52 - Monetary Policy, and E41 - Demand for Money -
Creator: Cagetti, Marco and De Nardi, Mariacristina Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 340 Abstract: Entrepreneurship is a key determinant of investment, saving, and wealth inequality. We study the aggregate and distributional effects of several tax reforms in a model that recognizes this key role and that matches the large wealth inequality observed in the U.S. data. The aggregate effects of tax reforms can be particularly large when they affect small and medium-sized businesses, which face the most severe financial constraints, rather than big businesses. The consequences of changes in the estate tax depend heavily on the size of its exemption level. The current effective estate tax system insulates smaller businesses from the negative effects of estate taxation, minimizing the aggregate costs of redistribution. Abolishing the current estate tax would generate a modest increase in wealth inequality and slightly reduce aggregate output. Decreasing the progressivity of the income tax generates large increases in output, at the cost of large increases in wealth concentration.
Keyword: Entrepreneurship, Taxation, and Wealth Subject (JEL): E21 - Macroeconomics: Consumption; Saving; Wealth, D91 - Micro-Based Behavioral Economics: Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making, and H20 - Taxation, Subsidies, and Revenue: General -
Creator: McGrattan, Ellen R. and Prescott, Edward C. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 472 Abstract: A problem that faces many countries including the United States is how to finance retirement consumption as the population ages. Proposals for switching to a saving-for-retirement system that do not rely on high payroll taxes have been challenged on the grounds that welfare would fall for some groups such as retirees or the working poor. We show how to devise a transition path from the current U.S. system to a saving-for-retirement system that increases the welfare of all current and future generations, with estimates of future gains higher than those found in typically used macroeconomic models. The gains are large because there is more productive capital than commonly assumed. Our quantitative results depend importantly on accounting for differences between actual government tax revenues and what revenues would be if all income were taxed at the income-weighted average marginal tax rates used in our analysis.
Keyword: Taxation, Retirement, Medicare, and Social Security Subject (JEL): H55 - Social Security and Public Pensions, I13 - Health Insurance, Public and Private, and E13 - General Aggregative Models: Neoclassical -
Creator: Backus, David and Kehoe, Patrick J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 145 Abstract: We document properties of business cycles in ten countries over the last hundred years, contrasting the behavior of real quantities with that of the price level and the stock of money. Although the magnitude of output fluctuations has varied across countries and periods, relations among variables have been remarkably uniform. Consumption has generally been about as variable as output, and investment substantially more variable, and both have been strongly procyclical. The trade balance has generally been countercyclical. The exception to this regularity is government purchases, which exhibit no systematic cyclical tendency. With respect to the size of output fluctuations, standard deviations are largest between the two world wars. In some countries (notably Australia and Canada) they are substantially larger prior to World War I than after World War II, but in others (notably Japan and the United Kingdom) there is little difference between these periods. Properties of price levels, in contrast, exhibit striking differences between periods. Inflation rates are more persistent after World War II than before, and price level fluctuations are typically procyclical before World War II, countercyclical afterward. We find no general tendency toward increased persistence in money growth rates, but find that fluctuations in money are less highly correlated with output in the postwar period.
Subject (JEL): E32 - Business Fluctuations; Cycles and E31 - Price Level; Inflation; Deflation -
Creator: Roberds, William Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 105 Abstract: Methods are presented for solving a certain class of rational expectations models, principally those that arise from dynamic games. The methods allow for numerical solution using spectral factorization algorithms and for estimation of these models using maximum likelihood techniques.
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Creator: Mitchell, Matthew F., 1972- Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 290 Abstract: The skill premium fell substantially in the first part of the 20th century, and then rose at the end of the century. I argue that these changes are connected to the organization of production. When production is organized into large plants, jobs become routinized, favoring less skilled workers. Building on the notion that numerically controlled machines made capital more “flexible” at the end of the century, the model allows for changes in the ability of capital to do a wide variety of tasks. When calibrated to data on the distribution of plant sizes, the model can account for between half and two-thirds of the movement in the skill premium over the century. It is also in accord with a variety of industry level evidence.
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Creator: Aiyagari, S. Rao; Braun, R. Anton; and Eckstein, Zvi Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 241 Abstract: This paper is motivated by empirical observations on the comovements of currency velocity, inflation, and the relative size of the credit services sector. We document these comovements and incorporate into a monetary growth model a credit services sector that provides services that help people economize on money. Our model makes two new contributions. First, we show that direct evidence on the appropriately defined credit service sector for the United States is consistent with the welfare cost measured using an estimated money demand schedule. Second, we provide welfare cost of inflation estimates that have some new features.
Subject (JEL): E51 - Money Supply; Credit; Money Multipliers and E31 - Price Level; Inflation; Deflation -
Creator: Heathcote, Jonathan; Storesletten, Kjetil; and Violante, Giovanni L. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 420 Abstract: 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?
Subject (JEL): J22 - Time Allocation and Labor Supply and E20 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy: General (includes Measurement and Data) -
Creator: Atkeson, Andrew and Kehoe, Patrick J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 296 Abstract: Many view the period after the Second Industrial Revolution as a paradigmatic example of a transition to a new economy following a technological revolution and conjecture that this historical experience is useful for understanding other transitions, including that after the Information Technology Revolution. We build a model of diffusion and growth to study transitions. We quantify the learning process in our model using data on the life cycle of U.S. manufacturing plants. This model accounts quantitatively for the productivity paradox, the slow diffusion of new technologies, and the ongoing investment in old technologies after the Second Industrial Revolution. The main lesson from our model for the Information Technology Revolution is that the nature of transition following a technological revolution depends on the historical context: transition and diffusion are slow only if agents have built up through learning a large amount of knowledge about old technologies before the transition begins.
Subject (JEL): L60 - Industry Studies: Manufacturing: General, N61 - Economic History: Manufacturing and Construction: U.S.; Canada: Pre-1913, N72 - Economic History: Transport, Trade, Energy, Technology, and Other Services: U.S.; Canada: 1913-, N71 - Economic History: Transport, Trade, Energy, Technology, and Other Services: U.S.; Canada: Pre-1913, N62 - Economic History: Manufacturing and Construction: U.S.; Canada: 1913-, and O33 - Technological Change: Choices and Consequences; Diffusion Processes -
Creator: Pijoan-Mas, Josep and Ríos-Rull, José-Víctor Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 471 Abstract: We develop a new methodology to compute differences in the expected longevity of individuals who are in different socioeconomic groups at age 50. We deal with two main problems associated with the standard use of life expectancy: that people’s socioeconomic characteristics evolve over time and that there is a time trend that reduces mortality over time. Using HRS data for individuals from different cohorts, we estimate a hazard model for survival with time-varying stochastic endogenous covariates that yields the desired expected durations. We uncover an enormous amount of heterogeneity in expected longevities between individuals in different socioeconomic groups, albeit less than implied by a naive (static) use of socioeconomic characteristics. Our analysis allows us to decompose the longevity differentials into differences in health at age 50, differences in mortality conditional on health, and differences in the evolution of health with age. Remarkably, it is the latter that is the most important for most socioeconomic characteristics. For instance, education and wealth are health protecting but have little impact on two-year mortality rates conditional on health. Finally, we document an increasing time trend of all these differentials in the period 1992–2008, and a likely increase in the socioeconomic gradient in mortality rates in the near future. The mortality differences that we find have huge welfare implications that dwarf the differences in consumption accruing to people in different socioeconomic groups.
Keyword: Heterogeneity in mortality rates, Inequality in health, and Life expectancies Subject (JEL): I24 - Education and Inequality, J14 - Economics of the Elderly; Economics of the Handicapped; Non-labor Market Discrimination, J12 - Marriage; Marital Dissolution; Family Structure; Domestic Abuse, and I14 - Health and Inequality -
Creator: Han, Suyoun and Kleiner, Morris Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 556 Abstract: The length of time from the implementation of an occupational licensing statute (i.e., licensing duration) may matter in influencing labor market outcomes. Adding to or raising the entry barriers are likely easier once an occupation is established and has gained influence in a political jurisdiction. States often enact grandfather clauses and ratchet up requirements that protect existing workers and increase entry costs to new entrants. We analyze the labor market influence of the duration of occupational licensing statutes for 13 major universally licensed occupations over a 75-year period. These occupations comprise the vast majority of workers in these regulated occupations in the United States. We provide among the first estimates of potential economic rents to grandfathering. We find that duration years of occupational licensure are positively associated with wages for continuing and grandfathered workers. The estimates show a positive relationship of duration with hours worked, but we find moderately negative results for participation in the labor market. The universally licensed occupations, however, exhibit heterogeneity in outcomes. Consequently, unlike some other labor market public policies, such as minimum wages or direct unemployment insurance benefits, occupational licensing would likely influence labor market outcomes when measured over a longer period of time.
Keyword: Workforce participation, Duration and grandfathering effects on wage determination, Labor market regulation, Hours worked, and Occupational licensing Subject (JEL): J38 - Wages, Compensation, and Labor Costs: Public Policy, J80 - Labor Standards: General, K20 - Regulation and Business Law: General, L38 - Public Policy, L51 - Economics of Regulation, J08 - Labor Economics Policies, J88 - Labor Standards: Public Policy, J44 - Professional Labor Markets; Occupational Licensing, J30 - Wages, Compensation, and Labor Costs: General, K00 - Law and Economics: General, L88 - Industry Studies: Services: Government Policy, L12 - Monopoly; Monopolization Strategies, and L84 - Personal, Professional, and Business Services -
Creator: Guvenen, Fatih and Smith, A. A. (Anthony A.) Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 485 Abstract: This paper uses the information contained in the joint dynamics of individuals’ labor earnings and consumption-choice decisions to quantify both the amount of income risk that individuals face and the extent to which they have access to informal insurance against this risk. We accomplish this task by using indirect inference to estimate a structural consumption-savings model, in which individuals both learn about the nature of their income process and partly insure shocks via informal mechanisms. In this framework, we estimate (i) the degree of partial insurance, (ii) the extent of systematic differences in income growth rates, (iii) the precision with which individuals know their own income growth rates when they begin their working lives, (iv) the persistence of typical labor income shocks, (v) the tightness of borrowing constraints, and (vi) the amount of measurement error in the data. In implementing indirect inference, we find that an auxiliary model that approximates the true structural equations of the model (which are not estimable) works very well, with negligible small sample bias. The main substantive findings are that income shocks are not very persistent, systematic differences in income growth rates are large, individuals have substantial amounts of information about their income growth rates, and about one-half of income shocks are effectively smoothed via partial insurance. Putting these findings together, we argue that the amount of uninsurable lifetime income risk that individuals perceive is substantially smaller than what is typically assumed in calibrated macroeconomic models with incomplete markets.
Keyword: Heterogeneous income profiles, Indirect Inference Estimation, Persistence , Labor income risk, and Idiosyncratic shocks Subject (JEL): E21 - Macroeconomics: Consumption; Saving; Wealth, C33 - Multiple or Simultaneous Equation Models: Panel Data Models; Spatio-temporal Models, D81 - Criteria for Decision-Making under Risk and Uncertainty, and D91 - Micro-Based Behavioral Economics: Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making -
Creator: Pastorino, Elena Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 469 Abstract: This paper develops and structurally estimates a labor market model that integrates job assignment, learning, and human capital acquisition to account for the main patterns of careers in firms. A key innovation is that the model incorporates workers’ job mobility within and between firms, and the possibility that, through job assignment, firms affect the rate at which they acquire information about workers. The model is estimated using longitudinal administrative data on managers from one U.S. firm in a service industry (the data of Baker, Gibbs, and Holmström (1994a,b)) and fits the data remarkably well. The estimated model is used to assess both the direct effect of learning on wages and its indirect effect through its impact on the dynamics of job assignment. Consistent with the evidence in the literature on comparative advantage and learning, the estimated direct effect of learning on wages is found to be small. Unlike in previous work, by jointly estimating the dynamics of beliefs, jobs, and wages imposing all of the model restrictions, the impact of learning on job assignment can be uncovered and the indirect effect of learning on wages explicitly assessed. The key finding of the paper is that the indirect effect of learning on wages is substantial: overall learning accounts for one quarter of the cumulative wage growth on the job during the first seven years of tenure. Nearly all of the remaining growth is from human capital acquisition. A related novel finding is that the experimentation component of learning is a primary determinant of the timing of promotions and wage increases. Along with persistent uncertainty about ability, experimentation is responsible for substantially compressing wage growth at low tenures.
Keyword: Bandit, Job Mobility, Wage Growth, Careers, Human Capital, and Experimentation Subject (JEL): D83 - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness, D22 - Firm Behavior: Empirical Analysis, J44 - Professional Labor Markets; Occupational Licensing, J31 - Wage Level and Structure; Wage Differentials, J62 - Job, Occupational, and Intergenerational Mobility; Promotion, and J24 - Human Capital; Skills; Occupational Choice; Labor Productivity -
Creator: Prescott, Edward C. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 527 Abstract: This essay reviews the development of neoclassical growth theory, a unified theory of aggregate economic phenomena that was first used to study business cycles and aggregate labor supply. Subsequently, the theory has been used to understand asset pricing, growth miracles and disasters, monetary economics, capital accounts, aggregate public finance, economic development, and foreign direct investment.
The focus of this essay is on real business cycle (RBC) methodology. Those who employ the discipline behind the methodology to address various quantitative questions come up with essentially the same answer—evidence that the theory has a life of its own, directing researchers to essentially the same conclusions when they apply its discipline. Deviations from the theory sometimes arise and remain open for a considerable period before they are resolved by better measurement and extensions of the theory. Elements of the discipline include selecting a model economy or sometimes a set of model economies. The model used to address a specific question or issue must have a consistent set of national accounts with all the accounting identities holding. In addition, the model assumptions must be consistent across applications and be consistent with micro as well as aggregate observations. Reality is complex, and any model economy used is necessarily an abstraction and therefore false. This does not mean, however, that model economies are not useful in drawing scientific inference.
The vast number of contributions made by many researchers who have used this methodology precludes reviewing them all in this essay. Instead, the contributions reviewed here are ones that illustrate methodological points or extend the applicability of neoclassical growth theory. Of particular interest will be important developments subsequent to the Cooley (1995) volume, Frontiers of Business Cycle Research. The interaction between theory and measurement is emphasized because this is the way in which hard quantitative sciences progress.
Keyword: RBC methodology, Business cycle fluctuations, Development, Aggregate economic theory, Neoclassical growth theory, Aggregate financial economics, Prosperities, Depressions, and Aggregation Subject (JEL): E13 - General Aggregative Models: Neoclassical, E32 - Business Fluctuations; Cycles, C10 - Econometric and Statistical Methods and Methodology: General, E60 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook: General, E00 - Macroeconomics and Monetary Economics: General, and B40 - Economic Methodology: General -
Creator: Bryant, John B. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 038 Abstract: No abstract available.
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Creator: Chari, V. V. and Kehoe, Patrick J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 399 Abstract: Robert Solow has criticized our 2006 Journal of Economic Perspectives essay describing “Modern Macroeconomics in Practice.” Solow eloquently voices the commonly heard complaint that too much macroeconomic work today starts with a model with a single type of agent. We argue that modern macroeconomics may not end too far from where Solow prefers. He is also critical of how modern macroeconomists use data to construct models. Specifically, he seems to think that calibration is the only way that our models encounter data. To the contrary, we argue that modern macroeconomics uses a wide variety of empirical methods and that this big-tent approach has served macroeconomics well. Solow also questions our claim that modern macroeconomics is firmly grounded in economic theory. We disagree and explain why.
Subject (JEL): E50 - Monetary Policy, Central Banking, and the Supply of Money and Credit: General, E13 - General Aggregative Models: Neoclassical, E20 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy: General (includes Measurement and Data), E32 - Business Fluctuations; Cycles, E12 - General Aggregative Models: Keynes; Keynesian; Post-Keynesian, E22 - Investment; Capital; Intangible Capital; Capacity, E21 - Macroeconomics: Consumption; Saving; Wealth, E52 - Monetary Policy, and E40 - Money and Interest Rates: General -
Creator: Parente, Stephen L. and Prescott, Edward C. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 333 Abstract: This essay develops a theory of the evolution of international income levels. In particular, it augments the Hansen-Prescott theory of economic development with the Parente-Prescott theory of relative efficiencies and shows that the unified theory accounts for the evolution of international income levels over the last millennium. The essence of this unified theory is that a country starts to experience sustained increases in its living standard when production efficiency reaches a critical point. Countries reach this critical level of efficiency at different dates not because they have access to different stocks of knowledge, but rather because they differ in the amount of society-imposed constraints on the technology choices of their citizenry.
Keyword: Transition to modern economic growth, Trading clubs, Capital share, Catch-up, and Aggregate economic efficiency Subject (JEL): O11 - Macroeconomic Analyses of Economic Development, O19 - International Linkages to Development; Role of International Organizations, E00 - Macroeconomics and Monetary Economics: General, and F40 - Macroeconomic Aspects of International Trade and Finance: General -
Creator: Heathcote, Jonathan; Storesletten, Kjetil; and Violante, Giovanni L. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 432 Abstract: This paper develops a model with partial insurance against idiosyncratic wage shocks to quantify risk sharing, and to decompose inequality into life-cycle shocks versus initial heterogeneity in preferences and productivity. Closed-form solutions are obtained for equilibrium allocations and for moments of the joint distribution of consumption, hours, and wages. We prove identification and estimate the model with data from the CEX and the PSID over the period 1967–2006. We find that (i) 40% of permanent wage shocks pass through to consumption; (ii) the share of wage risk insured privately increased until the early 1980s and remained stable thereafter; (iii) life-cycle productivity shocks account for half of the cross-sectional variance of wages and earnings, but for much less of dispersion in consumption or hours worked.
Subject (JEL): E31 - Price Level; Inflation; Deflation, E23 - Macroeconomics: Production, E52 - Monetary Policy, and E21 - Macroeconomics: Consumption; Saving; Wealth -
Creator: McGrattan, Ellen R. and Prescott, Edward C. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 309 Abstract: We derive the quantitative implications of growth theory for U.S. corporate equity plus net debt over the period 1960–2001. There were large secular movements in corporate equity values relative to GDP, with dramatic declines in the 1970s and dramatic increases starting in the 1980s and continuing throughout the 1990s. During the same period, there was little change in the capital-output ratio or earnings share of output. We ask specifically whether the theory accounts for these observations. We find that it does, with the critical factor being changes in the U.S. tax and regulatory system. We find that the theory also accounts for the even larger movements in U.K. equity values relative to GDP in this period.
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Creator: Azzimonti, Marina; Fogli, Alessandra; Perri, Fabrizio; and Ponder, Mark Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 609 Abstract: We develop an ECON-EPI network model to evaluate policies designed to improve health and economic outcomes during a pandemic. Relative to the standard epidemiological SIR set-up, we explicitly model social contacts among individuals and allow for heterogeneity in their number and stability. In addition, we embed the network in a structural economic model describing how contacts generate economic activity. We calibrate it to the New York metro area during the 2020 COVID-19 crisis and show three main results. First, the ECON-EPI network implies patterns of infections that better match the data compared to the standard SIR. The switching during the early phase of the pandemic from unstable to stable contacts is crucial for this result. Second, the model suggests the design of smart policies that reduce infections and at the same time boost economic activity. Third, the model shows that reopening sectors characterized by numerous and unstable contacts (such as large events or schools) too early leads to fast growth of infections.
Keyword: COVID-19, SIR, Social distance, Epidemiology, and Complex networks Subject (JEL): E65 - Studies of Particular Policy Episodes, E23 - Macroeconomics: Production, I18 - Health: Government Policy; Regulation; Public Health, and D85 - Network Formation and Analysis: Theory -
Creator: Kehoe, Patrick J. and Pastorino, Elena Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 543 Abstract: Before the advent of sophisticated international financial markets, a widely accepted belief was that within a monetary union, a union-wide authority orchestrating fiscal transfers between countries is necessary to provide adequate insurance against country-specific economic fluctuations. A natural question is then: Do sophisticated international financial markets obviate the need for such an active union-wide authority? We argue that they do. Specifically, we show that in a benchmark economy with no international financial markets, an activist union-wide authority is necessary to achieve desirable outcomes. With sophisticated financial markets, however, such an authority is unnecessary if its only goal is to provide cross-country insurance. Since restricting the set of policy instruments available to member countries does not create a fiscal externality across them, this result holds in a wide variety of settings. Finally, we establish that an activist union-wide authority concerned just with providing insurance across member countries is optimal only when individual countries are either unable or unwilling to pursue desirable policies
Keyword: Optimal currency area, Fiscal externalities, Cross-country insurance, Cross-country externalities, International financial markets, Cross-country transfers, and International transfers Subject (JEL): F33 - International Monetary Arrangements and Institutions, F42 - International Policy Coordination and Transmission, E61 - Policy Objectives; Policy Designs and Consistency; Policy Coordination, G33 - Bankruptcy; Liquidation, F38 - International Financial Policy: Financial Transactions Tax; Capital Controls, E60 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook: General, G28 - Financial Institutions and Services: Government Policy and Regulation, G15 - International Financial Markets, and F35 - Foreign Aid -
Creator: Guvenen, Fatih and Smith, A. A. (Anthony A.) Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 450 Abstract: This paper uses the information contained in the joint dynamics of households’ labor earnings and consumption-choice decisions to quantify the nature and amount of income risk that households face. We accomplish this task by estimating a structural consumption-savings model using data from the Panel Study of Income Dynamics and the Consumer Expenditure Survey. Specifically, we estimate the persistence of labor income shocks, the extent of systematic differences in income growth rates, the fraction of these systematic differences that households know when they begin their working lives, and the amount of measurement error in the data. Although data on labor earnings alone can shed light on some of these dimensions, to assess what households know about their income processes requires using the information contained in their economic choices (here, consumption-savings decisions). To estimate the consumption-savings model, we use indirect inference, a simulation method that puts virtually no restrictions on the structural model and allows the estimation of income processes from economic decisions with general specifications of utility, frequently binding borrowing constraints, and missing observations. The main substantive findings are that income shocks are not very persistent, systematic differences in income growth rates are large, and individuals have substantial amounts of information about their future income prospects. Consequently, the amount of uninsurable lifetime income risk that households perceive is substantially smaller than what is typically assumed in calibrated macroeconomic models with incomplete markets.
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Creator: Wallace, Neil Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 023 Abstract: No abstract available.
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Creator: Holmes, Thomas J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 221 Abstract: Recent literature suggests that historical accidents can trap economies in inefficient equilibria. In a prototype model in the literature, there are two locations, the productive South and the unproductive North. By accident of history, the industry starts in the North. Because of agglomeration economies, the industry may reside in the North forever—an inefficient outcome. This paper modifies the standard model by assuming there is a continuum of locations between the North and the South. Productivity gradually increases as one moves South. There is a unique long-run equilibrium in this economy where all agents locate at the most productive locations.
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Creator: Bridgman, Benjamin; Qi, Shi; and Schmitz, James Andrew Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 389 Abstract: We study the impact of regulation on productivity and welfare in the U.S. sugar manufacturing industry. While this U.S. industry has been protected from foreign competition for nearly 150 years, it was regulated only during the Sugar Act period, 1934–74. We show that regulation significantly reduced productivity, with these productivity losses leading to large welfare losses. Our initial results indicate that the welfare losses are many times larger than those typically studied—those arising from higher prices. We also argue that the channels through which regulation led to large productivity and welfare declines in this industry were also present in many other regulated industries, like banking and trucking.
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Creator: Kilian, Lutz and Ohanian, Lee E. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 244 Abstract: Unit root tests against trend break alternatives are based on the premise that the dating of the trend breaks coincides with major economic events with permanent effects on economic activity, such as wars and depressions. Standard economic theory, however, suggests that these events have large transitory, rather than permanent, effects on economic activity. Conventional unit root tests against trend break alternatives based on linear ARIMA models do not capture these transitory effects and can result in severely distorted inference. We quantify the size distortions for a simple model in which the effects of wars and depressions can reasonably be interpreted as transitory. Monte Carlo simulations show that in moderate samples, the widely used Zivot-Andrews (1992) test mistakes transitory dynamics for trend breaks with high probability. We conclude that these tests should be used only if there are no plausible economic explanations for apparent trend breaks in the data.
Keyword: Transitory Shocks, Trend-Breaks, and Unit Roots Subject (JEL): C15 - Statistical Simulation Methods: General, E32 - Business Fluctuations; Cycles, and C22 - Single Equation Models; Single Variables: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes -
Creator: Guvenen, Fatih Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 434 Abstract: I study asset prices in a two-agent macroeconomic model with two key features: limited stock market participation and heterogeneity in the elasticity of intertemporal substitution in consumption (EIS). The model is consistent with some prominent features of asset prices, such as a high equity premium; relatively smooth interest rates; procyclical stock prices; and countercyclical variation in the equity premium, its volatility, and in the Sharpe ratio. In this model, the risk-free asset market plays a central role by allowing non-stockholders (with low EIS) to smooth the fluctuations in their labor income. This process concentrates non-stockholders’ labor income risk among a small group of stockholders, who then demand a high premium for bearing the aggregate equity risk. Furthermore, this mechanism is consistent with the very small share of aggregate wealth held by non-stockholders in the US data, which has proved problematic for previous models with limited participation. I show that this large wealth inequality is also important for the model’s ability to generate a countercyclical equity premium. When it comes to business cycle performance the model’s progress has been more limited: consumption is still too volatile compared to the data, whereas investment is still too smooth. These are important areas for potential improvement in this framework.
Keyword: Limited stock market participation, Epstein–Zin preferences, Wealth inequality, Elasticity of intertemporal substitution, and Equity premium puzzle -
Creator: Chari, V. V.; Nicolini, Juan Pablo; and Teles, Pedro Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 571 Abstract: We revisit the question of how capital should be taxed. We allow for a rich set of tax instruments that consists of taxes widely used in practice, including consumption, dividend, capital, and labor income taxes. We restrict policies to respect promises that the government has made in the previous period regarding the current value of wealth. We show that capital should not be taxed if households have preferences that are standard in the macroeconomics literature. We show that Ramsey outcomes that must respect such promises are time consistent. We show that the presumption in the literature that capital should be taxed for some length of time arises because the tax system is restricted.
Keyword: Time consistency, Capital income taxe60, and Production efficiency Subject (JEL): E60 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook: General, E62 - Fiscal Policy, and E61 - Policy Objectives; Policy Designs and Consistency; Policy Coordination -
Creator: Bocola, Luigi and Lorenzoni, Guido Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 557 Abstract: We study financial panics in a small open economy with floating exchange rates. In our model, bank runs trigger a decline in domestic wealth and a currency depreciation. Runs are more likely when banks have dollar debt. Dollar debt emerges endogenously in response to the precautionary motive of domestic savers: dollar savings provide insurance against crises; so when crises are possible it becomes relatively more expensive for banks to borrow in local currency, which gives them an incentive to issue dollar debt. This feedback between aggregate risk and savers’ behavior can generate multiple equilibria, with the bad equilibrium characterized by financial dollarization and the possibility of bank runs. A domestic lender of last resort can eliminate the bad equilibrium, but interventions need to be fiscally credible. Holding foreign currency reserves hedges the fiscal position of the government and enhances its credibility, thus improving financial stability.
Keyword: Foreign reserves, Lending of last resort, Dollarization, and Financial crises Subject (JEL): G11 - Portfolio Choice; Investment Decisions, F34 - International Lending and Debt Problems, G15 - International Financial Markets, and E44 - Financial Markets and the Macroeconomy -
Creator: Miller, Preston J. and Roberds, William Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 120 Abstract: Using a simple model, we show why previous empirical studies of budget policy effects are flawed. Due to an identification problem, those studies’ findings can be shown to be consistent with either policies mattering or not.
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Creator: Weber, Warren E. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 344 Abstract: This study examines the pricing of U.S. state banknotes before 1860 using discount data from New York, Philadelphia, Cincinnati, and Cleveland. The study determines whether these banknotes were priced consistent with their expected net redemption value as securities are. The evidence is mixed. Prices for a bank’s notes were higher when the bank was redeeming its notes for specie than when it was not, and banknote prices generally reflected the costs of note redemption. However, the relationship between prices and redemption costs was not tight, and there were cases in which the notes of distant banks went at par.
Keyword: Currency, State Banks, and Bank Notes Subject (JEL): N21 - Economic History: Financial Markets and Institutions: U.S.; Canada: Pre-1913 and E42 - Monetary Systems; Standards; Regimes; Government and the Monetary System; Payment Systems -
Creator: Kehoe, Timothy Jerome, 1953- and Ruhl, Kim J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 391 Abstract: International trade is frequently thought of as a production technology in which the inputs are exports and the outputs are imports. Exports are transformed into imports at the rate of the price of exports relative to the price of imports: the reciprocal of the terms of trade. Cast this way, a change in the terms of trade acts as a productivity shock. Or does it? In this paper, we show that this line of reasoning cannot work in standard models. Starting with a simple model and then generalizing, we show that changes in the terms of trade have no first-order effect on productivity when output is measured as chain-weighted real GDP. The terms of trade do affect real income and consumption in a country, and we show how measures of real income change with the terms of trade at business cycle frequencies and during financial crises.
Keyword: Total factor productivity, Terms of trade, National income accounting, and Gross domestic product Subject (JEL): F41 - Open Economy Macroeconomics, E23 - Macroeconomics: Production, and F43 - Economic Growth of Open Economies -
Creator: Christiano, Lawrence J.; Eichenbaum, Martin S.; and Marshall, David A. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 129 Abstract: Measured aggregate U.S. consumption does not behave like a martingale. This paper develops and tests two variants of the permanent income model that are consistent with this fact. In both variants, we assume agents make decisions on a continuous time basis. According to the first variant, the martingale hypothesis holds in continuous time and serial persistence in measured consumption reflects only the effects of time aggregation. We investigate this variant using both structural and atheoretical econometric models. The evidence against these models is far from overwhelming. This suggests that the martingale hypothesis may yet be a useful way to conceptualize the relationship between aggregate quarterly U.S. consumption and income. According to the second variant of the permanent income model, serial persistence in measured consumption reflects the effects of exogenous technology shocks and time aggression. In this model, continuous time consumption does not behave like a martingale. We find little evidence against this variance of the permanent income model. It is difficult, on the basis of aggregate quarterly U.S. data, to convincingly distinguish between the different continuous time models considered in the paper.
Keyword: Consumption, Time aggregation, and Permanent income -
Creator: Schmitz, James Andrew and Teixeira, Arilton Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 337 Abstract: A major motivation for the wave of privatizations of state-owned enterprises (SOEs) in the last twenty years was a belief that privatization would increase economic efficiency. There are now many studies showing most privatizations achieved this goal. Our theme is that the productivity gains from privatization are much more general and widespread than has typically been recognized in this literature. In assessing the productivity gains from privatization, the literature has only examined the productivity gains accruing at the privatized SOEs. But privatization may have significant impact on the private producers that often exist side-by-side with SOEs. In this paper we show that this was indeed the case when Brazil privatized its SOEs in the iron ore industry. That is, after their privatization, the iron ore SOEs dramatically increased their labor productivity, but so did the private iron ore companies in the industry.
Keyword: Productivity, State-owned enterprises, and Privatization Subject (JEL): L33 - Comparison of Public and Private Enterprises and Nonprofit Institutions; Privatization; Contracting Out and L70 - Industry Studies: Primary Products and Construction: General