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Jel Classification:R12 

Working Paper
The Local Origins of Business Formation

What locations generate more business ideas, and where are ideas more likely to turn into businesses? Using comprehensive administrative data on business applications, we analyze the spatial disparity in the creation of business ideas and the formation of new employer startups from these ideas. Startups per capita exhibit enormous variation across granular units of geography. We decompose this variation into variation in ideas per capita and in their rate of transition to startups, and we find that both components matter. Observable local demographic, economic, financial, and business ...
FRB Atlanta Working Paper , Paper 2023-9

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
Shrinking Networks: A Spatial Analysis of Bank Branch Closures

As more consumers take advantage of online banking services, branch networks are declining across the country. Limited attention has been given to identifying any possible spatial patterns of branch closures and, more importantly, the community demographics where branches close their doors. This analysis uses an innovative spatial statistics concept to study financial services: Using data from 2010 to 2016, a random labelling test is conducted to understand branch closure clustering in the Philadelphia, Chicago, and Baltimore metropolitan statistical areas (MSAs). Additionally, spatial ...
Working Papers , Paper 18-12

Journal Article
Why Are Some Places So Much More Unequal Than Others?

This study examines the magnitude and sources of regional wage inequality in the United States. The authors find that, as in the nation as a whole, wage inequality has increased in nearly every metropolitan area since the early 1980s, though there is significant variation among places in both the degree of wage inequality and the pace at which it has risen. The most unequal places tend to be large urban areas that have benefited from strong demand for skill and agglomeration economies, with these factors leading to particularly rapid wage growth for high-skilled workers. The least unequal ...
Economic Policy Review , Volume 25 , Issue Dec

Working Paper
Opioids and the Labor Market

This paper studies the relationship between local opioid prescription rates and labor market outcomes. We improve the joint measurement of labor market outcomes and prescription rates in the rural areas where nearly 30 percent of the US population lives. We find that increasing the local prescription rate by 10 percent decreases the prime-age employment rate by 0.50 percentage points for men and 0.17 percentage points for women. This effect is larger for white men with less than a BA (0.70 percentage points) and largest for minority men with less than a BA (1.01 percentage points). Geography ...
Working Papers , Paper 18-07R

Working Paper
The Agglomeration of American Research and Development Labs

We employ a unique data set to examine the spatial clustering of about 1,700 private research and development (R&D) labs in California and across the Northeast corridor of the United States. Using these data, which contain the R&D labs? complete addresses, we are able to more precisely locate innovative activity than with patent data, which only contain zip codes for inventors? residential addresses. We avoid the problems of scale and borders associated with using fixed spatial boundaries, such as zip codes, by developing a new point pattern procedure. Our multiscale core-cluster approach ...
Working Papers , Paper 17-18

Working Paper
Creative Destruction and the Reallocation of Capital in Rural and Urban Areas

We test the implications of Schumpeter’s theory of creative destruction on food manufacturer births and deaths using a dynamic, unobserved effects count model with correlated random effects. We find evidence of a creative destruction process via the interaction of previous firm birth and death, which is correlated with higher rates of contemporaneous firm birth and death in a given location. Results support Marshall’s notion of “something is in the air,” as evidenced by the strong correlation between sources of unobserved heterogeneity in the birth and death processes. Consistent with ...
Research Working Paper , Paper RWP 24-11

Working Paper
Spoils of War: Trade Shocks and Segmented Labor Markets in Spain during WWI

How does intranational factor mobility shape the welfare effects of a trade shock? I provide evidence that during WWI, a demand shock emanated from belligerent countries and affected neutral Spain. Within Spain, labor predominantly reallocated locally, while the most affected provinces experienced drastic increases in wages and consumer prices. Embedding imperfect labor mobility in an economic geography model, I show that external demand shocks can improve allocative efficiency, but asymmetric shocks cause localized increases in wages and consumer prices instead of reallocation. Adjusting an ...
FRB Atlanta Working Paper , Paper 2021-14

Working Paper
The supply and demand of skilled workers in cities and the role of industry composition

The share of high-skilled workers in U.S. cities is positively correlated with city size, and this correlation strengthened between 1980 and 2010. Furthermore, during the same time period, the U.S. economy experienced a significant structural transformation with regard to industrial composition, most notably in the decline of manufacturing and the rise of high-skilled service industries. To decompose and investigate these trends, this paper develops and estimates a spatial equilibrium model with heterogeneous firms and workers that allows for both industry-specific and skill-specific ...
Working Papers , Paper 14-32

Working Paper
Diverging Trends in National and Local Concentration

Using U.S. NETS data, we present evidence that the positive trend observed in national product-market concentration between 1990 and 2014 becomes a negative trend when we focus on measures of local concentration. We document diverging trends for several geographic definitions of local markets. SIC 8 industries with diverging trends are pervasive across sectors. In these industries, top firms have contributed to the amplification of both trends. When a top firm opens a plant, local concentration declines and remains lower for at least seven years. Our findings, therefore, reconcile the ...
Working Paper , Paper 18-15

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