Knowledge that Transforms

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Understanding HANK: Insights From a PRANK

Econometrica 2020 88(3), 1113-1158
Using an analytically tractable heterogeneous agent New Keynesian model, we show that whether incomplete markets resolve New Keynesian “paradoxes” depends on the cyclicality of income risk. Incomplete markets reduce the effectiveness of forward guidance and multipliers in a liquidity trap only with procyclical risk. Countercyclical risk amplifies these “puzzles.” Procyclical risk permits determinacy under a peg; countercyclical risk may generate indeterminacy even under the Taylor principle. By affecting the cyclicality of risk, even “passive” fiscal policy influences the effects of monetary policy.

Informational Channels of Financial Contagion

Econometrica 2020 88(1), 297-335
Two main classes of channels are studied as informational sources of financial contagion. One is a fundamental channel that is based on real and financial links between economies, and the second is a social learning channel that arises when agents base their decisions on noisy observations about the actions of others in foreign markets. Using global games, I present a two‐country model of financial contagion in which both channels can operate and I test its predictions experimentally. The experimental results show that subjects do not extract information optimally, which leads to two systematic biases that affect these channels directly. Base‐rate neglect leads subjects to underweight their prior, and thus weakens the fundamental channel. An overreaction bias strengthens the social learning channel, since subjects rely on information about the behavior of others, even when this information is irrelevant. These results have significant welfare effects rooted in the specific way in which these biases alter behavior.

Forecasting With Dynamic Panel Data Models

Econometrica 2020 88(1), 171-201
This paper considers the problem of forecasting a collection of short time series using cross‐sectional information in panel data. We construct point predictors using Tweedie's formula for the posterior mean of heterogeneous coefficients under a correlated random effects distribution. This formula utilizes cross‐sectional information to transform the unit‐specific (quasi) maximum likelihood estimator into an approximation of the posterior mean under a prior distribution that equals the population distribution of the random coefficients. We show that the risk of a predictor based on a nonparametric kernel estimate of the Tweedie correction is asymptotically equivalent to the risk of a predictor that treats the correlated random effects distribution as known (ratio optimality). Our empirical Bayes predictor performs well compared to various competitors in a Monte Carlo study. In an empirical application, we use the predictor to forecast revenues for a large panel of bank holding companies and compare forecasts that condition on actual and severely adverse macroeconomic conditions.

Geography, Transportation, and Endogenous Trade Costs

Econometrica 2020 88(2), 657-691
In this paper, we study the role of the transportation sector in world trade. We build a spatial model that centers on the interaction of the market for (oceanic) transportation services and the market for world trade in goods. The model delivers equilibrium trade flows, as well as equilibrium trade costs (shipping prices). Using detailed data on vessel movements and shipping prices, we document novel facts about shipping patterns; we then flexibly estimate our model. We use this setup to demonstrate that the transportation sector (i) attenuates differences in the comparative advantage across countries; (ii) generates network effects in trade costs; and (iii) dampens the impact of shocks on trade flows. These three mechanisms reveal a new role for geography in international trade that was previously concealed by the frequently‐used assumption of exogenous trade costs. Finally, we illustrate how our setup can be used for policy analysis by evaluating the impact of future and existing infrastructure projects (e.g., Northwest Passage, Panama Canal).

A Comment on: “ State Capacity, Reciprocity, and the Social Contract” by Timothy Besley

Econometrica 2020 88(4), 1345-1349
BESLEY’S PAPER studies the role of civic culture in expanding fiscal capacity in a political economy model of the interaction between policy-making élites and tax-paying citizens. At an equilibrium, (i) élites choose the tax rate t and the composition of expenditures between public goods G and private rents B, while (ii) citizens choose their tax compliancy, 1 − n. Civic culture is defined by a form of intrinsic reciprocity, a reduced disutility for paying taxes when taxes are used to provide public goods rather than transfers and rents to the élites. I read this paper through the eyes of a fascinating and broad agenda on the role of institutions and culture in fostering economic development, which Besley has prominently contributed to; for example, Besley and Persson (2019).1 My comments aim at elucidating the theoretical contribution of the paper to this literature. First of all, I will argue that the results of the paper are bound to hold at least qualitatively in different models as long as they display a fundamental complementarity between civic culture and public good provision, opening the analysis to new and interesting implications. I will then attempt an analysis of the institutional design of the polity of the state, for example, its constitutional frame, legal structure and enforcement mechanisms, political procedures, rights and regulations enforced by official authorities, and so on, in the context of the model. I will illustrate how this analysis produces a rich set of novel implications with regards to institutional change and to the institutional correlates of civic capital, state capacity, and public goods provision. I will also show that the maintained assumption in the model, that élites display commitment when choosing policy, has important implications. Relaxing this assumption also produces interesting implications for the study of culture and institutions. Finally, I will briefly speculate on the dynamics of civic culture which can be obtained in the model if inter-generational cultural transmission is characterized by some form of imperfect altruism on the parts of the parents. Complementarity between civic culture and public good provision. The formal model in the paper focuses on how civic culture affects state capacity and public good provision: civic-minded citizens are more willing to comply with taxation when public goods are provided and this aligns the incentives of élites with those of the citizenry (the élites do not pay taxes but enjoy public goods). At equilibrium, therefore, state capacity and public good provision G increase with the fraction of civic-minded citizens, that is, with civic capital μ. Furthermore, the postulated dynamics of μ (a reduced-form replicator dynamics to capture inter-generational transmission of cultural traits) has the property that μ increases with the provision of public goods G.

Time Lotteries and Stochastic Impatience

Econometrica 2020 88(2), 619-656
We study preferences over lotteries in which both the prize and the payment date are uncertain. In particular, a time lottery is one in which the prize is fixed but the date is random. With Expected Discounted Utility, individuals must be risk seeking over time lotteries (RSTL). In an incentivized experiment, however, we find that almost all subjects violate this property. Our main contributions are theoretical. We first show that within a very broad class of models, which includes many forms of nonexpected utility and time discounting, it is impossible to accommodate even a single violation of RSTL without also violating a property we termed Stochastic Impatience, a risky counterpart of standard Impatience. We then present two positive results. If one wishes to maintain Stochastic Impatience, violations of RSTL can be accommodated by keeping Independence within periods while relaxing it across periods. If, instead, one is willing to forego Stochastic Impatience, violations of RSTL can be accommodated with a simple generalization of Expected Discounted Utility, obtained by imposing only the behavioral postulates of Discounted Utility and Expected Utility.

Tradability and the Labor‐Market Impact of Immigration: Theory and Evidence From the United States

Econometrica 2020 88(3), 1071-1112
In this paper, we study how occupation (or industry) tradability shapes local labor‐market adjustment to immigration. Theoretically, we derive a simple condition under which the arrival of foreign‐born labor into a region crowds native‐born workers out of (or into) immigrant‐intensive jobs, thus lowering (or raising) relative wages in these occupations, and we explain why this process differs within tradable versus within nontradable activities. Using data for U.S. commuting zones over the period 1980–2012, we find—consistent with our theory—that a local influx of immigrants crowds out employment of native‐born workers in more relative to less immigrant‐intensive nontradable jobs, but has no such effect across tradable occupations. Further analysis of occupation labor payments is consistent with adjustment to immigration within tradables occurring more through changes in output (versus changes in prices) when compared to adjustment within nontradables, thereby confirming our model's theoretical mechanism. We then use the model to explore the quantitative consequences of counterfactual changes in U.S. immigration on real wages at the occupation and region level.

The Global Diffusion of Ideas

Econometrica 2020 88(1), 83-114
We provide a tractable, quantitatively‐oriented theory of innovation and technology diffusion to explore the role of international trade in the process of development. We model innovation and diffusion as a process involving the combination of new ideas with insights from other industries or countries. We provide conditions under which each country's equilibrium frontier of knowledge converges to a Fréchet distribution, and derive a system of differential equations describing the evolution of the scale parameters of these distributions, that is, countries' stocks of knowledge. The model remains tractable with many asymmetric countries and generates a rich set of predictions about how the level and composition of trade affect countries' frontiers of knowledge. We use the framework to quantify the contribution of bilateral trade costs to long‐run changes in TFP and individual post‐war growth miracles. For our preferred calibration, we find that both gains from trade and the fraction of variation of TFP growth accounted for by changes in trade more than double relative to a model without diffusion.

Savage's P3 Is Redundant

Econometrica 2020 88(1), 203-205
Savage (1954) provided the first axiomatic characterization of expected utility without relying on any given probabilities or utilities. It is the most famous preference axiomatization existing. This note shows that Savage's axiom P3 is implied by the other axioms, which reveals its redundancy. It is remarkable that this was not noticed before as Savage's axiomatization has been studied and taught by hundreds of researchers for more than six decades.