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Discussion Paper
Education’s Role in Earnings, Employment, and Economic Mobility
Chakrabarti, Rajashri; Jiang, Michelle (2018-09-05)
Amid dialogue about the soaring student loan burden, questions arise about how educational characteristics (school type, selectivity, and major) affect disparities in post-college labor market outcomes. In this post, we specifically explore the impact of such school and major choices on employment, earnings, and upward economic mobility. Insight into determinants of economic disparity is key for understanding long-term consumption and inequality patterns. In addition, this gives us a window into factors that could be used to ameliorate income inequality and promote economic mobility.
Liberty Street Economics , Paper 20180905

Discussion Paper
Did the Value of a College Degree Decline during the Great Recession?
Nober, William; Chakrabarti, Rajashri; Jiang, Michelle (2019-07-10)
The authors have previously explored the impact of choices regarding school and major on employment, earnings, and upward economic mobility. In this post they extend their work with an investigation into whether these labor market effects were preserved across the last business cycle: Did students with certain types of educational attainment weather the recession better?
Liberty Street Economics , Paper 20190710

Discussion Paper
Some Places are Much More Unequal than Others
Abel, Jaison R.; Deitz, Richard (2019-10-07)
Economic inequality in the United States is much more pronounced in some parts of the country than others. In this post, we examine the geography of wage inequality, drawing on our recent Economic Policy Review article. We find that the most unequal places tend to be large urban areas with strong economies where wage growth has been particularly strong for those at the top of the wage distribution. The least unequal places, on the other hand, tend to have relatively sluggish economies that deliver slower wage growth for high, middle, and lower wage earners alike. Many of the least unequal ...
Liberty Street Economics , Paper 20191007

Discussion Paper
Introduction to Heterogeneity Series II: Labor Market Outcomes
Chakrabarti, Rajashri (2020-03-03)
While average outcomes serve as important yardsticks for how the economy is doing, understanding heterogeneity—how outcomes vary across a population—is key to understanding both the whole picture and the implications of any given policy. Following our six-part look at heterogeneity in October 2019, we now turn our focus to heterogeneity in the labor market—the subject of four posts set for release tomorrow morning. Average labor market statistics mask a lot of underlying variability—disparities that factor into labor market dynamics. While we have written about labor market ...
Liberty Street Economics , Paper 20200303

Working Paper
Adjusting to Robots: Worker-Level Evidence
Findeisen, Sebastian; Dauth, Wolfgang; Suedekum, Jens; Woessner, Nicole (2018-08-21)
We estimate the effect of industrial robots on employment, wages, and the composition of jobs in German labor markets between 1994 and 2014. We find that the adoption of industrial robots had no effect on total employment in local labor markets specializing in industries with high robot usage. Robot adoption led to job losses in manufacturing that were offset by gains in the business service sector. We analyze the impact on individual workers and find that robot adoption has not increased the risk of displacement for incumbent manufacturing workers. They stay with their original employer, and ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 13

Working Paper
Optimal Need-Based Financial Aid
Sachs, Dominik; Findeisen, Sebastian; Colas, Mark (2018-09-07)
We study the optimal design of student financial aid as a function of parental income. We derive optimal financial aid formulas in a general model. For a simple model version, we derive mild conditions on primitives under which poorer students receive more aid even without distributional concerns. We quantitatively extend this result to an empirical model of selection into college for the United States that comprises multidimensional heterogeneity, endogenous parental transfers, dropout, labor supply in college, and uncertain returns. Optimal financial aid is strongly declining in parental ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 14

Working Paper
Explaining Intergenerational Mobility: The Role of Fertility and Family Transfers
Daruich, Diego; Kozlowski, Julian (2016-11-16)
Poor families have more children and transfer less resources to them. This suggests that family decisions about fertility and transfers dampen intergenerational mobility. To evaluate the quantitative importance of this mechanism, we extend the standard heterogeneous agent life cycle model with earnings risk and credit constraints to allow for endogenous fertility, family transfers, and education. The model, estimated to the US in the 2000s, implies that a counterfactual flat income-fertility profile would-through the equalization of initial conditions-increase intergenerational mobility by ...
Working Papers , Paper 2018-011

Working Paper
The Macroeconomic Consequences of Early Childhood Development Policies
Daruich, Diego (2018-10-11)
To study long-run large-scale early childhood policies, this paper incorporates early childhood investments into a standard general-equilibrium (GE) heterogeneous-agent overlapping-generations model. After estimating it using US data, we show that an RCT evaluation of a short-run small-scale early childhood program in the model predicts effects on children's education and income that are similar to the empirical evidence. A long-run large-scale program, however, yields twice as large welfare gains, even after considering GE and taxation effects. Key to this difference is that investing in a ...
Working Papers , Paper 2018-29

Working Paper
Taxing top earners: a human capital perspective
Badel, Alejandro; Huggett, Mark (2014-07-23)
We assess the consequences of substantially increasing the marginal tax rate on U.S. top earners using a human capital model. The top of the model Laffer curve occurs at a 53 percent top tax rate. Tax revenues and the tax rate at the top of the Laffer curve are smaller compared to an otherwise similar model that ignores the possibility of skill change in response to a tax reform. We also show that if one applies the methods used by Diamond and Saez (2011) to provide quantitative guidance for setting the tax rate on top earners to model data then the resulting tax rate exceeds the tax rate at ...
Working Papers , Paper 2014-17

Working Paper
Do Rising Top Incomes Lead to Increased Borrowing in the Rest of the Distribution?
Thompson, Jeffrey P. (2016-05-02)
One potential consequence of rising concentration of income at the top of the distribution is increased borrowing, as less affluent households attempt to maintain standards of living with less income. This paper explores the ?keeping up with the Joneses? phenomenon using data from the Survey of Consumer Finances. Specifically, it examines the responsiveness of payment-to-income ratios for different debt types at different parts of the income distribution to changes in the income thresholds at the 95th and 99th percentiles. The analysis provides some evidence indicating that household debt ...
Finance and Economics Discussion Series , Paper 2016-046

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