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Working Paper
Air Pollution and Rent Prices: Evidence from Wildfire Smoke Plumes
We leverage quasi-experimental wildfire smoke shocks to analyze the causal effect of air pollution (PM2.5) on rent prices, using satellite-based smoke plumes data and ambient air pollution data. Our results indicate that the rent of homes that are not directly affected by wildfires but exposed to wildfire plumes declines by about -2.4% per one standard deviation increase in PM2.5. The response of home prices is more than threefold highlighting a gap in the tolerance of poor air quality, which we find is driven by age-related differences between tenants and homeowners. We further show evidence ...
Working Paper
Up in Smoke: The Impact of Wildfire Pollution on Healthcare Municipal Finance
Wildfire smoke pollution is associated with significantly higher healthcare municipal borrowing costs, amounting to $250 million in realized interest costs for high-smoke counties in 2010–2019, and an estimated $570 million over the following 10 years. These costs are disproportionately higher in high-poverty or high-minority areas where there is more smoke-related uncompensated care. Out-of-state smoke is also associated with higher borrowing costs, suggesting poor wildfire management imposes externalities on nearby states. Our hospital-level analysis shows increases in asthma cases and ...
Working Paper
The Impact of Labels on Real Asset Valuations
Expectations and sentiment of economic agents about financial prospects are both the drivers and the leading indicators of economic phenomena. This paper shows that neighborhood labels, frequently used in realtors’ property descriptions, have a causal impact on the demand for housing. Results indicate that appraised values, house prices and rents increased in minority neighborhoods upon removal of neighborhood labels. The underlying mechanism likely works through forming expectations about future growth in housing markets, as documented by the decrease in the rent-to-price ratio and lack of ...
Working Paper
Eviction Risk of Rental Housing: Does It Matter How Your Landlord Finances the Property?
We show, using a stylized model, how the financing choice of landlords can impact eviction decisions in rental markets. Since multifamily loans rely on timely cash flows from tenants, strict underwriting factors can increase the chances that landlords are able to weather income shocks. Lender provided relief may create further leeway for landlords to work out a deal with tenants who default on rental payments. Using comprehensive data on nationwide evictions in the U.S. and performance records on multifamily mortgages, we confirm predictions from our model by documenting a negative ...
Rents, home values depressed in air pollution hotspots
Wildfire smoke pollution may significantly affect housing market activity in locations hundreds or even thousands of miles away from the fires.