The Geographic Disparities of Pandemic Unemployment

Neighborhood level unemployment data estimates reveal the deepening social inequality of the current economic crisis.

2 minute read

August 6, 2020, 6:00 AM PDT

By James Brasuell @CasualBrasuell


Coronavirus

Cryptographer / Shutterstock

Quoctrung Bui and Emily Badger sum up the state of the economy amidst the coronavirus pandemic in the summer of 2020:

The economic damage from the coronavirus is most visible in areas like Midtown Manhattan, where lunch spots have closed, businesses have gone dark and once-crowded sidewalks have emptied.

But some of the worst economic pain lies in other neighborhoods, in the places where workers who’ve endured the broadest job losses live. In corners of the Bronx, South Los Angeles or the South Side of Chicago, unemployment is concentrated to a breathtaking degree. And that means that other problems still to come — a wave of evictions, deepening poverty, more childhood hunger — will be geographically concentrated, too.

The article by Bui and Badger shares research estimating unemployment data down to the Census tract level by Yair Ghitza and Mark Steitz. "The federal government doesn’t report unemployment data down to the neighborhood level, so the two researchers modeled these fine-grained statistics in a way that makes them consistent with state and national surveys," explain Bui and Badger. 

A working paper presenting the data is available on GitHub.

Deep economic disparities within cities are the main takeaway from the research findings, and the most outwardly visible signs of the economic downturn—the shuttered restaurants and retail businesses—aren't evidence of the worst of the economic situation. "These maps reflect, instead, where the workers who once staffed those restaurants, bars, hotels and offices commuted home at night," according to Bui and Badger.

The current findings, nearly five months into the pandemic in the United States, echo findings from much earlier in the pandemic in April, presented by Jonathan Stiles as well as researchers from the Urban Institute.

Wednesday, August 5, 2020 in The New York Times

portrait of professional woman

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching. Mary G., Urban Planner

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching.

Mary G., Urban Planner

Get top-rated, practical training

Wastewater pouring out from a pipe.

Alabama: Trump Terminates Settlements for Black Communities Harmed By Raw Sewage

Trump deemed the landmark civil rights agreement “illegal DEI and environmental justice policy.”

April 13, 2025 - Inside Climate News

Logo for Planetizen Federal Action Tracker with black and white image of U.S. Capitol with water ripple overlay.

Planetizen Federal Action Tracker

A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

April 16, 2025 - Diana Ionescu

Black and white photos of camp made up of small 'earthquake shacks' in Dolores Park in 1906 after the San Francisco earthquake.

The 120 Year Old Tiny Home Villages That Sheltered San Francisco’s Earthquake Refugees

More than a century ago, San Francisco mobilized to house thousands of residents displaced by the 1906 earthquake. Could their strategy offer a model for the present?

April 15, 2025 - Charles F. Bloszies

People walking up and down stairs in New York City subway station.

In Both Crashes and Crime, Public Transportation is Far Safer than Driving

Contrary to popular assumptions, public transportation has far lower crash and crime rates than automobile travel. For safer communities, improve and encourage transit travel.

April 18 - Scientific American

White public transit bus with bike on front bike rack in Nashville, Tennessee.

Report: Zoning Reforms Should Complement Nashville’s Ambitious Transit Plan

Without reform, restrictive zoning codes will limit the impact of the city’s planned transit expansion and could exclude some of the residents who depend on transit the most.

April 18 - Bloomberg CityLab

An engineer controlling a quality of water ,aerated activated sludge tank at a waste water treatment plant.

Judge Orders Release of Frozen IRA, IIJA Funding

The decision is a victory for environmental groups who charged that freezing funds for critical infrastructure and disaster response programs caused “real and irreparable harm” to communities.

April 18 - Smart Cities Dive