In this paper, we study the role of information in non-market valuation. We develop a variant of the Rosen-Roback model of inter-urban sorting that incorporates public access to information about air quality, and demonstrate that information constraints create a wedge between the revealed and...

We incorporate pollution exposure into Becker's "Quantity-Quality" (Q-Q) model of fertility and quantify how air pollution distorts individuals' fertility behaviors in China. We document a robust pattern in which increased pollution over time negatively affects the fertility of ethnic Han...

We provide the first estimates of the negative impact of exposure to extremely high temperatures during pregnancy on mothers' labor market outcomes. We employ individual-level survey data from China and leverage plausibly exogenous fluctuations in heat exposure within cities. The results...

About 11% of the Chinese population are rural-urban migrants with a rural hukou that severely restricts their children's access to urban schools. As a result, 69 million children are left behind in rural areas. We use two regression-discontinuity designs - based on school enrollment age cutoffs...

About 11% of the Chinese population are rural-urban migrants, and the vast majority of them (124 million people) possess a rural hukou which severely restrict their children's access to urban public schools. As a result, 61 million children are left behind in rural areas. We use a...

In this paper, we study the role of information in non-market valuation. We develop a variant of the Rosen-Roback model of inter-urban sorting that incorporates public access to information about air quality, and demonstrate that information constraints create a wedge between the revealed and...