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Jel Classification:R10 

Discussion Paper
Unequal Distribution of Delinquencies by Gender, Race, and Education

Once again, we utilize multivariate regression analysis and present bar charts for the regression coefficients of interest; these show the correlations between demographics, educational outcomes, and debt delinquencies, controlling for factors such as immigration and visa status, type of high school attended, year of entry to CUNY, and whether a student has a disability, is economically disadvantaged, or is an English language learner. The charts shown below are split into two panels: the upper panel represents results for students who enter CUNY for an associate (AA) degree, while the lower ...
Liberty Street Economics , Paper 20211117b

Discussion Paper
Severe Supply Disruptions Are Impeding Business Activity in the Region

As the economy continues to recover from the pandemic recession, many businesses are struggling to keep up with surging demand amid widespread supply shortages and delays. While a rare phenomenon before the pandemic, supply chain disruptions have become increasingly common, with transportation of goods becoming especially tricky due to myriad issues such as clogged ports and difficulty finding truck drivers. Indeed, such supply disruptions are expected to continue into next year. Our October regional business surveys asked firms to what extent, if any, they are being affected by supply ...
Liberty Street Economics , Paper 20211021

Discussion Paper
The Region Is Struggling to Recover from the Pandemic Recession

The pandemic struck the New York-Northern New Jersey region early and hard, and the economy is still struggling to recover nearly two years later. Indeed, employment fell by 20 percent in New York City as the pandemic took hold, a significantly sharper decline than for the nation as a whole, and the rest of the region wasn’t far behind, creating a much larger hole to dig out of than other parts of the country. While the region saw significant growth as the economy began to heal, growth has slowed noticeably, and job shortfalls—that is, the amount by which employment remains below ...
Liberty Street Economics , Paper 20211217a

Working Paper
The Pitfalls of Using Location Quotients to Identify Clusters and Represent Industry Specialization in Small Regions

This paper examines the use of location quotients, a measure of regional business activity relative to the national benchmark, as an indicator of sectoral agglomeration in small cities and towns, and as a measure of industry specialization that might impact the number of new business startups in these places. Using establishment-level data on businesses located in Maine, our findings suggest that the addition of one "hypothetical" establishment in very small towns leads to a dramatic change in the magnitude of the region-industry location quotient. At population sizes of about 4,100 or more ...
International Finance Discussion Papers , Paper 1329

Working Paper
Macroeconomic Implications of Uniform Pricing

We compile a new database of grocery prices in Argentina. We find uniform pricing both within and across regions—i.e., prices almost do not vary within stores of a chain. In line with uniform pricing, prices in stores of chains operating in one region react to changes in regional employment, while prices in multi-region chains do not. Using a quantitative regional model with multi-region firms and uniform pricing, we find a one-half smaller elasticity of prices to a regional than an aggregate shock. This result highlights that some caution may be necessary when using regional shocks to ...
Working Papers , Paper 2019-024

Discussion Paper
February Regional Business Surveys Find Widespread Supply Disruptions

Business activity increased in the region’s manufacturing sector in recent weeks but continued to decline in the region’s service sector, continuing a divergent trend seen over the past several months, according to the Federal Reserve Bank of New York’s February regional business surveys. Looking ahead, however, businesses expressed widespread optimism about the near-term outlook, with service firms increasingly confident that the business climate will be better in six months. The surveys also found that supply disruptions were widespread, with manufacturing firms reporting longer ...
Liberty Street Economics , Paper 20210217a

Working Paper
Measuring Movement and Social Contact with Smartphone Data: A Real-Time Application to COVID-19

Tracking human activity in real time and at fine spatial scale is particularly valuable during episodes such as the COVID-19 pandemic. In this paper, we discuss the suitability of smartphone data for quantifying movement and social contact. We show that these data cover broad sections of the US population and exhibit movement patterns similar to conventional survey data. We develop and make publicly available a location exposure index that summarizes county-to-county movements and a device exposure index that quantifies social contact within venues. We use these indices to document how ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 35

Working Paper
The Assessment Gap: Racial Inequalities in Property Taxation

We use panel data covering 118 million homes in the United States, merged with geolocation detail for 75,000 taxing entities, to document a nationwide "assessment gap" which leads local governments to place a disproportionate fiscal burden on racial and ethnic minorities. We show that holding jurisdictions and property tax rates fixed, black and Hispanic residents nonetheless face a 10-13% higher tax burden for the same bundle of public services. This assessment gap arises through two channels. First, property assessments are less sensitive to neighborhood attributes than market prices are. ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 34

Working Paper
Macroeconomic Implications of Uniform Pricing

We compile a new database of grocery prices in Argentina. We find uniform pricing both within and across regions—i.e., prices almost do not vary within stores of a chain. In line with uniform pricing, prices in stores of chains operating in one region react to changes in regional employment, while prices in multi-region chains do not. Using a quantitative regional model with multi-region firms and uniform pricing, we find a one-half smaller elasticity of prices to a regional than an aggregate shock. This result highlights that some caution may be necessary when using regional shocks to ...
Working Papers , Paper 2019-024

Report
Labor force participation in New England vs. the United States, 2007–2015: why was the regional decline more moderate?

This paper identifies the main forces that contributed to the decline in labor force participation in New England between 2007 and 2015, as well as the forces that moderated the region?s decline relative to that of the nation. This exercise contributes to an assessment of the outlook for participation in New England moving forward. Similar to previous findings pertaining to the United States as a whole, the single largest factor in the recent decline in labor force participation in New England was the shifting age composition of the region?s population. In particular, the share of New England ...
Current Policy Perspectives , Paper 16-2

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