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Working Paper
Health Shocks, Health Insurance, Human Capital, and the Dynamics of Earnings and Health
Capatina, Elena; Keane, Michael P. (2023-11-15)
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 ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 080

Working Paper
Emigration during the French Revolution: Consequences in the Short and Longue Durée
Michalopoulos, Stelios; Franck, Raphael (2017-09-26)
During the French Revolution, more than 100,000 individuals, predominantly supporters of the Old Regime, fled France. As a result, some areas experienced a significant change in the composition of the local elites whereas in others the pre-revolutionary social structure remained virtually intact. In this study, we trace the consequences of the migrs flight on economic performance at the local level. We instrument emigration intensity with local temperature shocks during an inflection point of the Revolution, the summer of 1792, marked by the abolition of the constitutional monarchy and bouts ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 2

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
The Impact of Racial Segregation on College Attainment in Spatial Equilibrium
Gregory, Victoria; Kozlowski, Julian; Rubinton, Hannah (2023-08-03)
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 ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 077

Working Paper
The Return to Big City Experience: Evidence from Danish Refugees
Walsh, Conor; Hejlesen, Mads; Eckert, Fabian (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
Family and Government Insurance: Wage, Earnings, and Income Risks in the Netherlands and the U.S.
Fella, Giulio; De Nardi, Mariacristina (2020-10-26)
We document new facts about risk in male wages and earnings, household earnings, and pre- and post-tax income in the Netherlands and the United States. We find that, in both countries, earnings display important deviations from the typical assumptions of linearity and normality. Individual-level male wage and earnings risk is relatively high at the beginning and end of the working life, and for those in the lower and upper parts of the income distribution. Hours are the main driver of the negative skewness and, to a lesser extent, the high kurtosis of earnings changes. Even though we find no ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 42

Working Paper
Manning Up and Womaning Down: How Husbands and Wives Report Earnings When She Earns More
Heggeness, Misty; Murray-Close, Marta (2019-12-10)
To infer social preferences regarding the relative earnings of spouses, we use measurement error in the earnings reported for married couples in the Current Population Survey. We compare the earnings reported for husbands and wives in the survey with their “true” earnings as reported by their employers to tax authorities. Compared with couples where the wife earns just less than the husband, those where she earns just more are 15.9 percentage points more likely to under-report her relative earnings. This pattern reflects the reporting behavior of both husbands and wives and is consistent ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 28

Working Paper
The Epidemic Effect: Epidemics, Institutions and Human Capital Development
Annan, Francis; Archibong, Belinda; Ekhator-Mobayode, Uche (2023-07-19)
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 ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 076

Working Paper
Optimal Social Insurance and Rising Labor Market Risk
Scheffel, Martin; Krebs, Tom (2019-02-01)
This paper analyzes the optimal response of the social insurance system to a rise in labor market risk. To this end, we develop a tractable macroeconomic model with risk-free physical capital, risky human capital (labor market risk) and unobservable effort choice affecting the distribution of human capital shocks (moral hazard). We show that constrained optimal allocations are simple in the sense that they can be found by solving a static social planner problem. We further show that constrained optimal allocations are the equilibrium allocations of a market economy in which the government ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 18

Working Paper
Firm-Embedded Productivity and Cross-Country Income Differences
Alviarez, Vanessa; Cravino, Javier; Ramondo, Natalia (2020-10-13)
We measure the contribution of firm-embedded productivity to cross-country income differences. By firm-embedded productivity we refer to the components of productivity that differ across firms and that can be transferred internationally, such as blueprints, management practices, and intangible capital. Our approach relies on microlevel data on the cross-border operations of multinational enterprises (MNEs). We compare the market shares of the exact same MNE in different countries and document that they are about four times larger in developing than in high-income countries. This finding ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 39

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