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Working Paper
The Macroeconomic Consequences of Early Childhood Development Policies
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 Paper
Impact of first-birth career interruption on earnings: evidence from administrative data
This paper uses unique administrative data to expand the understanding of the role women's intermittency decisions play in the determination of their wages. We demonstrate that treating intermittency as exogenous significantly overstates its impact. The intermittency penalty also increases in the education level of the woman. The penalty for a woman with a high school degree with an average amount of intermittency during six years after giving birth to her first child is roughly half the penalty for a college graduate. We also demonstrate the value of using an index to capture multiple ...
Working Paper
Peer Effects and Marriage Formation
A large literature links marriage to later life outcomes for children and adults. Marriage has declined markedly in the U.S. over the last 50 years, particularly among individuals with less than a baccalaureate degree, yet the causes of the decline are not well understood. In this paper we provide causal evidence on one potential mechanism for the observed marriage rate patterns: peer effects. We use administrative personnel data from the U.S. Army to study how peers influence marriage decisions for junior enlisted soldiers arriving to their first assignment from 2001-2018, a setting which ...
Working Paper
The Effect of Fertility on Mothers’ Labor Supply over the Last Two Centuries
This paper documents the evolving impact of childbearing on the work activity of mothers. Based on a compiled dataset of 441 censuses and surveys between 1787 and 2015, representing 103 countries and 48.4 million mothers, we document three main findings: (1) the effect of fertility on labor supply is small and typically indistinguishable from zero at low levels of development and economically large and negative at higher levels of development; (2) this negative gradient is remarkably consistent across histories of currently developed countries and contemporary cross-sections of countries; and ...
Working Paper
Estimation of Dynastic Life-Cycle Discrete Choice Models
This paper explores the estimation of a class of life-cycle discrete choice intergenerational models. It proposes a new semiparametric estimator. It shows that it is root-N-consistent and asymptotically normally distributed. We compare our estimator with a modified version of the full solution maximum likelihood estimator (MLE) in a Monte Carlo study. Our estimator performs comparably to the MLE in a finite sample but greatly reduces the computational cost. The paper documents that the quantity-quality trade-offs depend on the household composition and specialization in the household. Using ...
Working Paper
The Impact of Car Pollution on Infant and Child Health: Evidence from Emissions Cheating
Car exhaust is a major source of air pollution, but little is known about its impacts on population health. We exploit the dispersion of emissions-cheating diesel cars?which secretly polluted up to 150 times as much as gasoline cars?across the United States from 2008-2015 as a natural experiment to measure the health impact of car pollution. Using the universe of vehicle registrations, we demonstrate that a 10 percent cheating-induced increase in car exhaust increases rates of low birth weight and acute asthma attacks among children by 1.9 and 8.0 percent, respectively. These health impacts ...
Working Paper
What Accounts for the Racial Gap in Time Allocation and Intergenerational Transmission of Human Capital?
This paper analyzes the sources of the racial difference in the intergenerational transmission of human capital by developing and estimating a dynastic model of parental time and monetary inputs in early childhood with endogenous fertility, home hours, labor supply, marriage, and divorce. It finds that the racial differences in the marriage matching patterns lead to racial differences in labor supply and home hours of couples. Although both the black-white labor market earnings and marriage market gaps are important sources of the black-white achievement gap, the assortative mating and ...
Working Paper
Demographic Transition, Industrial Policies, and Chinese Economic Growth
We build a unified framework to quantitatively examine the demographic transition and industrial policies in contributing to China’s economic growth between 1976 and 2015. We find that the demographic transition and industrial policy changes by themselves account for a large fraction of the rise in household and corporate savings relative to total output and the rise in the country’s per capita output growth. Importantly, their interactions also lead to a sizable fraction of the increases in savings since the late 1980s and reduce growth after 2010. A novel and important factor that ...
Journal Article
Where Are They Now? Workers with Young Children during COVID-19
Employment levels for prime-age workers have been greatly reduced during the COVID-19 pandemic. The decline has fallen disproportionately on females, especially compared to past recessions, and the presence of young children is a driving factor in this differential response. This article identifies the impact of gender, young children, and the presence of a spouse on the attachment to employment for individuals who were employed immediately prior to the pandemic. Compared to the Great Recession and the most recent expansionary period in 2019, women with young children have a relatively lower ...