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Working Paper
The Indirect Fiscal Benefits of Low-Skilled Immigration
Colas, Mark; Sachs, Dominik (2020-10-02)
Low-skilled immigrants indirectly affect public finances through their effect on native wages & labor supply. We operationalize this general-equilibrium effect in the workhorse labor market model with heterogeneous workers and intensive and extensive labor supply margins. We derive a closed-form expression for this effect in terms of estimable statistics. We extend the analysis to various alternative specifications of the labor market and production that have been emphasized in the immigration literature. Empirical quantifications for the U.S. reveal that the indirect fiscal benefit of one ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 38

Working Paper
Location as an Asset
Bilal, Adrien; Rossi-Hansberg, Esteban (2018-08-07)
The location of individuals determines their job opportunities, living amenities, and housing costs. We argue that it is useful to conceptualize the location choice of individuals as a decision to invest in a ?location asset?. This asset has a cost equal to the location?s rent, and a payoff through better job opportunities and, potentially, more human capital for the individual and her children. As with any asset, savers in the location asset transfer resources into the future by going to expensive locations with good future opportunities. In contrast, borrowers transfer resources to the ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 12

Working Paper
Cyclical Labor Income Risk
Nakajima, Makoto; Smirnyagin, Vladimir (2019-08-05)
We investigate cyclicality of variance and skewness of household labor income risk using PSID data. There are five main findings. First, we find that head's labor income exhibits countercyclical variance and procyclical skewness. Second, the cyclicality of hourly wages is mutted, suggesting that head's labor income risk is mainly coming from the volatility of hours. Third, younger households face stronger cyclicality of income volatility than older ones, although the level of volatility is lower for the younger ones. Fourth, while a second earner helps lower the level of skewness, it does not ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 22

Working Paper
Dynamic Responses to Immigration
Colas, Mark (2018-01-29)
I analyze the dynamic effects of immigration by estimating an equilibrium model of local labor markets in the US. The model includes firms in multiple cities and sectors which combine capital, skilled and unskilled labor in production, and forward-looking workers who choose their sector and location each period as a dynamic discrete choice. A counterfactual unskilled immigration inflow leads to an initial wage drop for unskilled workers and a wage increase for skilled workers. These effects dissipate rapidly as unskilled workers migrate away from heavily affected cities and workers shift ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 6

Working Paper
Spatial Patterns of Development: A Meso Approach
Michalopoulos, Stelios; Papaioannou, Elias (2017-12-11)
Over the last two decades, the literature on comparative development has moved from country-level to within-country analyses. The questions asked have expanded, as economists have used satellite images of light density at night and other big spatial data to proxy for development at the desired level. The focus has also shifted from uncovering correlations to identifying causal relations, using elaborate econometric techniques including spatial regression discontinuity designs. In this survey we show how the combination of geographic information systems with insights from disciplines ranging ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 4

Working Paper
Misallocation and Intersectoral Linkages
Osotimehin, Sophie; Popov, Latchezar (2020-02-18)
We analytically characterize the aggregate productivity loss from allocative distortions in a setting that accounts for the sectoral linkages of production. We show that the effects of distortions and the role of sectoral linkages depend crucially on how substitutable inputs are. We find that the productivity loss is smaller if input substitutability is low. Moreover, with low input substitutability, sectoral linkages do not systematically amplify the effects of distortions. In addition, the impact of the sectors that supply intermediate inputs becomes smaller. We quantify these effects in ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 30

Working Paper
Disparities and Mitigation Behavior during COVID-19
Wozniak, Abigail (2020-05-13)
This paper uses a unique large-scale survey administered in April 2020 to assess disparities on several dimensions of wellbeing under rising COVID-19 infections and mitigation restrictions in the US. The survey includes three modules designed to assess different dimensions of well-being in parallel: physical health, mental and social health, and economic and financial security. The survey is unique among early COVID-19 data efforts in that provides insight on diverse dimensions of wellbeing and for subnational geographies. I find dramatic declines in wellbeing from pre-COVID baseline measures ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 32

Working Paper
Who is a Passive Saver Under Opt-In and Auto-Enrollment?
Goda, Gopi Shah; Levy, Matthew R.; Flaherty Manchester, Colleen; Sojourner, Aaron; Tasoff, Joshua (2019-09-26)
Defaults have been shown to have a powerful effect on retirement saving behavior yet there is limited research on who is most affected by defaults and whether this varies based on features of the choice environment. Using administrative data on employer-sponsored retirement accounts linked to survey data, we estimate the relationship between retirement saving choices and individual characteristics ? long-term discounting, present bias, financial literacy, and exponential-growth bias ? under two distinct choice environments: an opt-in regime and an auto-enrollment regime. Consistent with our ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 26

Working Paper
The Return to Big City Experience: Evidence from Danish Refugees
Eckert, Fabian; Hejlesen, Mads; Walsh, Conor (2019-08-13)
We offer causal evidence of higher returns to experience in big cities. Exploiting a natural experiment that settled political refugees across labor markets in Denmark between 1986 and 1998, we find that while refugees initially earn similar wages across locations, those placed in Copenhagen exhibit 35% faster wage growth with each additional year of experience. This gap is driven primarily by differential sorting towards high-wage establishments, occupations, and industries. An estimated spatial model of earnings dynamics attributes an important role to unobserved worker ability: more able ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 24

Working Paper
Pay, Employment, and Dynamics of Young Firms
Babina, Tania; Ma, Wenting; Moser, Christian; Ouimet, Paige P.; Zarutskie, Rebecca (2019-08-05)
Why do young firms pay less? Using confidential microdata from the US Census Bureau, we find lower earnings among workers at young firms. However, we argue that such measurement is likely subject to worker and firm selection. Exploiting the two-sided panel nature of the data to control for relevant dimensions of worker and firm heterogeneity, we uncover a positive and significant young-firm pay premium. Furthermore, we show that worker selection at firm birth is related to future firm dynamics, including survival and growth. We tie our empirical findings to a simple model of pay, employment, ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 21

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