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Working Paper
The Effects of the 1930s HOLC \"Redlining\" Maps
Mazumder, Bhashkar; Hartley, Daniel; Aaronson, Daniel (2017-09-17)
In the wake of the Great Depression, the Federal government created new institutions such as the Home Owners' Loan Corporation (HOLC) to stabilize housing markets. As part of that effort, the HOLC created residential security maps for over 200 cities to grade the riskiness of lending to neighborhoods. We trace out the effects of these maps over the course of the 20th and into the early 21st century by linking geocoded HOLC maps to both Census and modern credit bureau data. Our analysis looks at the difference in outcomes between residents living on a lower graded side versus a higher graded ...
Working Paper Series , Paper WP-2017-12

Working Paper
The Long-Run Effects of the 1930s HOLC “Redlining” Maps on Place-Based Measures of Economic Opportunity and Socioeconomic Success
Mazumder, Bhashkar; Faber, Jacob; Hartley, Daniel; Aaronson, Daniel; Sharkey, Patrick (2020-12-04)
We estimate the long-run effects of the 1930s Home Owners Loan Corporation (HOLC) redlining maps on census tract-level measures of socioeconomic status and economic opportunity from the Opportunity Atlas (Chetty et al. 2018). We use two identification strategies to identify the long-run effects of differential access to credit along HOLC boundaries. The first compares cross-boundary differences along actual HOLC boundaries to a comparison group of boundaries that had similar pre-existing differences as the actual boundaries. A second approach uses a statistical model to identify boundaries ...
Working Paper Series , Paper WP-2020-33

Report
Do colleges and universities increase their region's human capital?
Abel, Jaison R.; Deitz, Richard (2009-10-01)
We investigate whether the degree production and research and development (R&D) activities of colleges and universities are related to the amount and types of human capital present in the metropolitan areas where the institutions are located. We find that degree production has only a small positive relationship with local stocks of human capital, suggesting that migration plays an important role in the geographic distribution of human capital. Moreover, we show that spillovers from academic R&D activities tilt the structure of local labor markets toward occupations requiring innovation and ...
Staff Reports , Paper 401

Working Paper
The Impact of Racial Segregation on College Attainment in Spatial Equilibrium
Gregory, Victoria; Kozlowski, Julian; Rubinton, Hannah (2022-10-12)
We incorporate race into an overlapping-generations spatial-equilibrium model with neighborhood spillovers. Race matters in two ways: (i) the Black-White wage gap and (ii) homophily—the preferences of individuals over the racial composition of their neighborhood. We find that these two forces generate a Black-White college gap of 22 percentage points, explaining about 80% of the college gap in the data for the St. Louis metro area. Counterfactual exercises show that the wage gap and homophily explain 7 and 18 percentage points of the college gap, respectively. A policy of equalizing school ...
Working Papers , Paper 2022-036

Working Paper
The Impact of Racial Segregation on College Attainment in Spatial Equilibrium
Gregory, Victoria; Kozlowski, Julian; Rubinton, Hannah (2024-05-06)
This paper seeks to understand the forces that maintain racial segregation and the Black-White gap in college attainment, as well as their interactions with place-based policy interventions. We incorporate race into an overlapping-generations spatial-equilibrium model with neighborhood spillovers. Race matters due to: (i) a Black-White wage gap, (ii) amenity externalities---households care about their neighborhood's racial composition---and (iii) additional barriers to moving for Black households. We find that these forces account for 71% of the racial segregation and 64% of the Black-White ...
Working Papers , Paper 2022-036

Working Paper
Natural Amenities, Neighborhood Dynamics, and Persistence in the Spatial Distribution of Income
Lin, Jeffrey; Lee, Sanghoon (2017-01-30)
We present theory and evidence highlighting the role of natural amenities in neighborhood dynamics, suburbanization, and variation across cities in the persistence of the spatial distribution of income. Our model generates three predictions that we confirm using a novel database of consistent-boundary neighborhoods in U.S. metropolitan areas, 1880{2010, and spatial data for natural features such as coastlines and hills. First, persistent natural amenities anchor neighborhoods to high incomes over time. Second, naturally heterogeneous cities exhibit persistent spatial distributions of income. ...
Working Papers , Paper 17-3

Working Paper
Of Cities and Slums
Monge-Naranjo, Alexander; Torres de Mello Pereira, Luciene; Cavalcanti Ferreira, Pedro (2016-10-01)
The emergence of slums is a common feature in a country's path towards urbanization, structural transformation and development. Based on salient micro and macro evidence of Brazilian labor, housing and education markets, we construct a simple model to examine the conditions for slums to emerge. We then use the model to examine whether slums are barriers or stepping stones for lower skilled households and for the development of the country as a whole. We calibrate our model to explore the dynamic interaction between skill formation, income inequality and structural transformation with the rise ...
Working Papers , Paper 2016-22

Working Paper
Does Zoning Help or Hinder Transit-Oriented (Re)Development?
Schuetz, Jenny; Giuliano, Genevieve; Shin, Eun Jin (2016-03-04)
Despite its reputation as a car-oriented city, the Los Angeles metropolitan area has made substantial investments in developing rail transit since 1990. In cities with older "legacy" rail systems, the built environment has developed over time around fixed transit infrastructure, creating land use patterns oriented towards long-standing rail stations. By contrast, rail stations in Los Angeles were added to an already dense built environment, with auto oriented zoning and established land use patterns. In this paper we ask whether redevelopment is occurring around Los Angeles? rail stations, ...
Finance and Economics Discussion Series , Paper 2016-020

Discussion Paper
Anchor Institution Strategies in the Southeast: Working with Hospitals and Universities to Support Inclusive Growth
Fazili, Sameera (2019-12-01)
Engaging universities and hospitals to address economic disparities—often referred to as anchor institution strategies—has been understudied in the Southeast. The author examines efforts to launch anchor institution strategies in the Southeast. First, the author reviews the anchor institution concept in economic development, noting how the strategy has evolved from single institutions focusing on a set of neighborhoods to expanding to multi-institution collaboratives that attempt to tackle economic inequalities at a city or regional level. Second, the author offers case studies of New ...
FRB Atlanta Community and Economic Development Discussion Paper , Paper 2019-02

How Is the Challenge of Finding Childcare Affecting Labor Force Participation? Perspectives from Employers Across the Seventh District
Longworth, Susan; Walstrum, Thomas; Lavelle, Martin (2024-02)
Through the Chicago Fed Survey of Economic Conditions (CFSEC) and during roundtable discussions with business, nonprofit, and government leaders, the Chicago Fed asked employers from a variety of sectors for their perspectives on how childcare access has affected labor force availability.1 These survey and roundtable findings contribute to the Chicago Fed’s Spotlight on Childcare—an effort to increase our understanding of how the lack of access to childcare impedes labor force participation in the Seventh Federal Reserve District. In this article, we summarize the responses from over 100 ...
Chicago Fed Insights

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