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Discussion Paper
Rental Housing Affordability in the Southeast: Data from the Sixth District

Housing data are available for most large metropolitan regions in the Atlanta Fed's Southeast region. However, many midsized metropolitan, micropolitan, and nonmetro areas lack detailed data on rental housing affordability and housing supply needs by income level. These data are important for state and local governments, affordable housing developers, and housing advocates to inform housing policy. Therefore, the Atlanta Fed partnered with the Shimberg Center at the University of Florida to analyze census data using a methodology developed for Shimberg's periodic Rental Market Study for the ...
FRB Atlanta Community and Economic Development Discussion Paper , Paper 2018-2

Discussion Paper
Rental Housing Affordability in the Southeast: Data from the Sixth District

Housing data are available for most large metropolitan regions in the Atlanta Fed's Southeast region. However, many midsized metropolitan, micropolitan, and nonmetro areas lack detailed data on rental housing affordability and housing supply needs by income level. These data are important for state and local governments, affordable housing developers, and housing advocates to inform housing policy. Therefore, the Atlanta Fed partnered with the Shimberg Center at the University of Florida to analyze census data using a methodology developed for Shimberg's periodic Rental Market Study for the ...
FRB Atlanta Community and Economic Development Discussion Paper , Paper 2018-02

Journal Article
New-Tenant Rent Passthrough and the Future of Rent Inflation

New-tenant rent inflation rose sharply during the COVID-19 pandemic, subsequently falling. Concomitantly, consumer price index (CPI) tenant rent, which measures rent increases for both new and continuing renters, rose more gradually and, after falling somewhat, has remained elevated. To illustrate why CPI rent inflation has remained elevated, we combine a measure of new-tenant rents and annual renter mobility rates to create a simulated CPI tenant rent inflation measure. We use this simulation to define a “rent gap” that represents the difference between actual CPI tenant rent inflation ...
Economic Commentary , Volume 2024 , Issue 17 , Pages 10

Working Paper
Panel Data Estimates of Age-Rent Profiles for Rental Housing

This paper provides estimates of the net depreciation rate for rental housing using a unique confidential data set from the Bureau of Labor Statistics that covers over 30,000 rental units from 1998 to 2009. Our data and econometric approach allow us to add to the literature in three main ways. First, we can control for unobserved quality (including cohort effects) by allowing for unit-specific fixed effects. Our results suggest that estimates of the depreciation rate for rental housing that ignore unobserved heterogeneity suffer from omitted-variable bias and potentially from selection bias, ...
Working Papers (Old Series) , Paper 1630

Working Paper
Location, Location, Structure Type: Rent Divergence within Neighborhoods

Housing rents are a large share of household budgets and make a large contribution to overall inflation. Rent inflation rates for different types of housing units sometimes diverge, even in the same neighborhoods. We estimate during 2013 to 2016 apartment rents outpaced rents for detached housing in the United States by 0.76 percentage points annually after controlling for location effects. These rent dynamics imply a segmented housing market. They also suggest rent indexes need to be based on data structurally representative of their measurement objective. In particular, indexes based on ...
Working Papers , Paper 21-03

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 Papers , Paper 2502

Journal Article
Can Monetary Policy Tame Rent Inflation?

Rent inflation has surged since early 2021. Because the cost of housing is an important component of total U.S. consumer spending, high rent inflation has contributed to elevated levels of overall inflation. Evidence suggests that, as monetary policy tightening cools housing markets, it can also reduce rent inflation, although this tends to adjust relatively slowly. A policy tightening equivalent to a 1 percentage point increase in the federal funds rate could reduce rent inflation as much as 3.2 percentage points over 2½ years.
FRBSF Economic Letter , Volume 2023 , Issue 04 , Pages 6

Working Paper
The Flight to Affordability: Effects of Pandemic Rent Increases on Renters By Geography

In the pandemic era, people moved from high-density, expensive areas to more affordable areas, putting upward pressure on local housing prices. We examine the geographic distribution of rent growth during this time and its effects on renters. We use administrative new lease data from RealPage and household-level data on rent and income from the American Community Survey. We analyze rents and incomes using Public Use Microdata Areas grouped in two ways: by prepandemic rent levels and by pre-pandemic rent-to-income ratios. Rents grew more in areas with lower pre-pandemic rents but not in areas ...
Finance and Economics Discussion Series , Paper 2026-062

Working Paper
Large-Scale Buy-to-Rent Investors in the Single-Family Housing Market: The Emergence of a New Asset Class?

In 2012, several large firms began purchasing single-family homes with the stated intention of creating large portfolios of rental property. We present the first systematic evidence on how this new investor activity differs from that of other investors in the housing market. Many aspects of buy-to-rent investor behavior are consistent with holding property for rent rather than reselling quickly. Additionally, the large size of these investors imparts a few important advantages. In the short run, this investment activity appears to have supported house prices in the areas where it is ...
Finance and Economics Discussion Series , Paper 2015-84

Journal Article
Colorado’s Distinct Trends in Affordable Housing Development

Low-Income Housing Tax Credits (LIHTC) are among the most common financing tools for the development of affordable housing units. Over the past 15 years, the development of LIHTC-funded housing units decelerated nationwide but accelerated in Colorado.
Rocky Mountain Economist

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