Search Results
Working Paper
Preferences over the Racial Composition of Neighborhoods: Estimates and Implications
We estimate the parameters of a dynamic, forward-looking neighborhood choice model in 197 metro areas where households have preferences over the racial composition of neighborhoods. Our inclusion of multiple metro areas in the estimation sample enables us to develop a new, shift-share IV strategy to estimate the impact of the racial composition of neighborhoods on location choice that relies only on across-metro comparisons of similarly situated neighborhoods. For the “shift,” we use national data to determine the probabilities different types of households live in different neighborhoods ...
Report
Intergenerational Redistribution in the Great Recession
We construct a stochastic overlapping-generations general equilibrium model in which households are subject to aggregate shocks that affect both wages and asset prices. We use a calibrated version of the model to quantify how the welfare costs of big recessions are distributed across different household age groups. The model predicts that younger cohorts fare better than older cohorts when the equilibrium decline in asset prices is large relative to the decline in wages. Asset price declines hurt the old, who rely on asset sales to finance consumption, but benefit the young, who purchase ...
Working Paper
Financial Distress and Macroeconomic Risks
This paper investigates how, and how much, household financial distress (FD), arising from allowing debts to go unpaid, matters for the aggregate and cross-sectional consumption responses to macroeconomic risk. Through a battery of structural models, we show that FD can affect consumption responses through three channels: (1) as another margin of adjustment to shocks (direct channel); (2) because its persistence implies a significant degree of preference heterogeneity (indirect channel); and (3) because it can exacerbate macroeconomic risks whenever it is more severe in the hardest-hit ...
Working Paper
Household Financial Distress and the Burden of “Aggregate” Shocks
The goal of this paper is to show that household-level financial distress (FD) varies greatly, meaning there is unequal exposure to macroeconomic risk, and that FD can increase macroeconomic vulnerability. To do this, we first establish three facts: (i) regions in the U.S. vary significantly in their "FD-intensity," measured either by how much additional credit households therein can access, or in how delinquent they typically are on debts, (ii) shocks that are typically viewed as "aggregate" in nature hit geographic areas quite differently, and (iii) FD is an economic "preexisting ...
Working Paper
Consumption in the Great Recession: The Financial Distress Channel
During the Great Recession, the collapse of consumption across the US varied greatly but systematically with house-price declines. Our message is that household financial health matters for understanding this relationship. Two facts are essential for our finding: (1) the decline in house prices led to an increase in household financial distress (FD) prior to the decline in income during the recession, and (2) at the zip-code level, the prevalence of FD prior to the recession was positively correlated with house-price declines at the onset of the recession. We measure the power of the ...
Journal Article
Climate-Related Financial Stability Risks for the United States: Methods and Applications
The authors review ten broad classes of models that have been used to study potential financial stability risks arising from climate change in the United States. Their lens is primarily methodological: They describe each modeling technique, its advantages and disadvantages, and its key results. They find that statistical methods, based on reduced-form econometrics, are the most used tool, followed by general equilibrium models. While no approach in isolation addresses the complexity of climate-related financial stability risks, they discuss how existing techniques can be combined to inform ...
Working Paper
The Dynamics of the Racial Wealth Gap
We reconcile the large and persistent racial wealth gap with the smaller racial earnings gap, using a general equilibrium heterogeneous-agents model that matches racial differences in earnings, wealth, bequests, and returns to savings. Given initial racial wealth inequality in 1962, our model attributes the slow convergence of the racial wealth gap primarily to earnings, with much smaller roles for bequests or returns to savings. Cross-sectional regressions of wealth on earnings using simulated data produce the same racial gap documented in the literature. One-time wealth transfers have only ...
Working Paper
Benchmarking Global Optimizers
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 ...
Journal Article
Representative neighborhoods of the United States
Many metropolitan areas in the United States display substantial racial segregation and substantial variation in incomes and house prices across neighborhoods. To what extent can this variation be summarized by a small number of representative (or synthetic) neighborhoods? To answer this question, U.S. neighborhoods are classified according to their characteristics in the year 2000 using a clustering algorithm. The author finds that such classification can account for 37 percent of the variation with two representative neighborhoods and for up to 52 percent with three representative ...
Working Paper
Household Financial Distress and the Burden of ‘Aggregate’ Shocks
In this paper we show that household-level financial distress (FD) varies greatly and can increase vulnerability to economic shocks. To do this, we establish three facts: (i) regions in the United States vary significantly in their “FD-intensity,” measured either by how much additional credit households can access or how delinquent they are on debts, (ii) shocks that are typically viewed as “aggregate” in nature hit geographic areas quite differently, and (iii) FD is an economic “pre-existing condition”: the share of an aggregate shock borne by a region is positively correlated ...