Search Results
What Can Geolocation Data Tell Us About Childcare Use and Accessibility?
In the U.S., many parents of young children may not have enough childcare providers near them, which may limit not only their childcare access but also their employment opportunities. In this article, we explore how data on people’s visiting patterns to childcare providers might help inform our understanding of the geographic distances between where families live and where providers operate, as well as how these distances and the capacity of providers can affect childcare access. Our research is part of the Chicago Fed’s Spotlight on Childcare and the Labor Market, a targeted effort to ...
Working Paper
Bank Branch Access: Evidence from Geolocation Data
Low-income and Black households are less likely to visit bank branches than high-income and White households, despite the former two groups appearing to rely more on branches as means of bank participation. We assess whether unequal branch access can explain that disparity. We propose a measure of bank branch access based on a gravity model of consumer trips to bank branches, estimated using mobile device geolocation data. Residents have better branch access if branches are closer or have superior qualities that attract more visitors. Because the geolocation data is distorted to protect user ...
Working Paper
Identifying Taste-Based Discrimination: Effect of Black Electoral Victories on Racial Prejudice and Economic Gaps
I test for the causal impact of Black electoral victories in local elections on White Americans’ attitude toward Black Americans. Using Race Implicit Attitude Test scores as a measure of racial prejudice and close-election regression-discontinuity design for causal inference, I find Black electoral victories cause measures of racial bias to rise, by 4% of the average Black-White difference in IAT scores. Simultaneously, they widen racial gaps in unemployment and mortgage denials. Interpreting these close electoral victories as instrumental variables, I find a large causal effect of ...
Working Paper
Effect of Ownership Composition on Property Prices and Rents: Evidence from Chinese Investment Boom in US Housing Markets
A capital influx into local housing markets would be expected to increase house prices, but the spillover effect onto rental prices is theoretically ambiguous. I estimate both price impacts in U.S. residential housing markets using data from a boom in real estate purchases by buyers from China, which amounted to $200 billion of purchases made between 2010 and 2019. Using a novel method to measure these purchases and an instrumental variable for where purchases are made, I find a large positive house price impact. Consistent with investment q-theory, rents fall as constructions rise, ...