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Jel Classification:R0 

Discussion Paper
Firms’ Inflation Expectations Have Picked Up

After a period of particularly high inflation following the pandemic recession, inflationary pressures have been moderating the past few years. Indeed, the inflation rate as measured by the consumer price index has come down from a peak of 9.1 percent in the summer of 2022 to 3 percent at the beginning of 2025. The New York Fed asked regional businesses about their own cost and price increases in February, as well as their expectations for future inflation. Service firms reported that business cost and selling price increases continued to moderate through 2024, while manufacturing firms ...
Liberty Street Economics , Paper 20250305

Working Paper
The Returns to Public Library Investment

Local governments spend over 12 billion dollars annually funding the operation of 15,000 public libraries in the United States. This funding supports widespread library use: more than 50% of Americans visit public libraries each year. But despite extensive public investment in libraries, surprisingly little research quantities the effects of public libraries on communities and children. We use data on the near-universe of U.S. public libraries to study the effects of capital spending shocks on library resources, patron usage, student achievement, and local housing prices. We use a dynamic ...
Working Paper Series , Paper WP-2021-06

Discussion Paper
Supply Chain Disruptions Have Eased, But Remain a Concern

Supply chain disruptions became a major headache for businesses in the aftermath of the pandemic. Indeed, in October 2021, nearly all firms in our regional business surveys reported at least some difficulty obtaining the supplies they needed. These supply chain disruptions were a key contributor to the surge in inflation that occurred as the economy recovered from the pandemic recession. In this post, we present new measures of supply availability from our Business Leaders Survey and Empire State Manufacturing Survey that closely track the New York Fed’s Global Supply Chain Pressure Index ...
Liberty Street Economics , Paper 20240520

Working Paper
Rethinking Detroit

We study the urban structure of the City of Detroit. Following many decades of decline, the city?s current urban structure is clearly not optimal for its size, with a business district immediately surrounded by a ring of largely vacant neighborhoods. We propose a model with residential externalities that features multiple equilibria at the neighborhood level. In particular, developing a residential area requires the coordination of developers and residents, without which it may remain vacant even if its fundamentals are sound. We embed this mechanism in a quantitative spatial economics model ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 11

Working Paper
Natural Disasters and Real Asset Prices: What Can We Learn From Tornadoes?

Tornadoes’ impacts on real asset prices have not been extensively explored in a causal analysis framework. We estimate the effects of damage from a major tornado in Little Rock, AR on prices of nearby non-damaged residential real assets. We study how a typical home’s proximity to damaged properties might have led to a discount in the price of the subject property due to blight in the neighborhood. We focus on homes that sold between January 2022 and August 2024, and compare the effects of the March 31, 2023 tornado on sale prices for homes near versus far from damaged houses. For homes ...
Working Papers , Paper 2025-001

Working Paper
Real Estate Taxes and Home Value: Winners and Losers of TCJA

In this paper, we examine the impact of changes in the federal tax treatment of local property taxes stemming from the implementation of the Tax Cuts and Jobs Act (TCJA) in January 2018 on local housing markets. Using county-level house price information and IRS tax data, we find that capping the federal tax deduction of real estate taxes at $10,000 has caused the growth rate of home value to decline by an annualized 0.8 percentage point, or 15 percent, in areas where real estate taxes as shares of taxable income exceeded the national median. Additionally, these areas with a high real estate ...
Working Papers , Paper 20-12

Working Paper
Why is the Hong Kong Housing Market Unaffordable? Some Stylized Facts and Estimations

The house price in Hong Kong is well-known to be "unaffordable." This paper argues that the commonly used house price-to-income ratio may be misleading in an economy with almost half of the population living in either public rental housing or subsidized ownership. Moreover, we re-focus on the relationships between economic fundamentals and the housing market of Hong Kong. While the aggregate GDP, population and longevity continue to grow, the real wage and household income fall behind. The trend component of the real GDP growth suffers a permanent downward shift after the first quarter of ...
Globalization Institute Working Papers , Paper 380

Discussion Paper
Are Businesses Scaling Back Hiring Due to AI?

The swift advancement of artificial intelligence (AI) has sparked significant concern that this new technology will replace jobs and stifle hiring. To explore the effects of AI on employment, our August regional business surveys asked firms about their adoption of AI and if they had made any corresponding adjustments to their workforces. Businesses reported a notable increase in AI use over the past year, yet very few firms reported AI-induced layoffs. Indeed, for those already employed, our results indicate AI is more likely to result in retraining than job loss, similar to our findings from ...
Liberty Street Economics , Paper 20250904

Discussion Paper
Many Places Still Have Not Recovered from the Pandemic Recession

More than four years have passed since the onset of the pandemic, which resulted in one of the sharpest and deepest economic downturns in U.S. history. While the nation as a whole has recovered the jobs that were lost during the pandemic recession, many places have not. Indeed, job shortfalls remain in more than a quarter of the country’s metro areas, including many in the New York-Northern New Jersey region. In fact, while employment is well above pre-pandemic levels in Northern New Jersey, jobs have only recently recovered in and around New York City, and most of upstate New York—like ...
Liberty Street Economics , Paper 20240507

Working Paper
Making Sense of Increased Synchronization in Global House Prices

Evidence indicates that house prices have become somewhat more synchronized during this century, likely reflecting more correlated movements in long-term interest rates and macroeconomic cycles that are related to trends in globalization and international portfolio diversification. Nevertheless, the trend toward increased synchronization has not been continuous, reflecting that house prices depend on other fundamentals, which are not uniform across countries or cities. Theory and limited econometric evidence indicate that the more common are fundamentals, the more in-synch house price cycles ...
Working Papers , Paper 1911

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