Research & News

Keeping People in Their Homes: The Impact of Emergency Rental Assistance on Evictions

Report
Kasey Zapatka,
Timothy Thomas,
Pia Deshpande,
HC Moore, et al.
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Report

Analyzes the efficacy of federal government eviction assistance during Covid-19. HUD (U.S. Department of Housing and Urban Development) funded.


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Bay Area Housing Precarity Risk Model

Timothy Thomas,
Aaron Culich,
Samantha Dolgoff,
David Driskell
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Report

Interactive mapping tool visualizing neighborhoods at highest risk of eviction and economic displacement in the Bay Area.


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What Lies Behind the Answers: Applying Machine Learning to Understand Tenants' Reaction to Eviction

Cheng Ren,
Timothy Thomas,
Xin Chen,
Leyi Zhou
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Article

Uses Large Language Models to extract and understand the reasons for eviction based on tennant testimonies.


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Domains of Housing Instability and Intimate Partner Violence Risk Among U.S. Tenants

Anairany Zapata,
Leila G. Wood,
Annalynn M. Galvin,
Timothy A. Thomas, et al.
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Article

Finds housing instability may be a key risk factor rather than consequence of abuse.


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The Housing Precarity Risk Model: Forecasting Eviction Risk Post-Pandemic

Timothy A. Thomas,
Alex Ramiller,
Daniel Campbell,
Brooks Jessup, et al.
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Report

Shows a conservative estimate of which communities are at risk of post-pandemic eviction, displacement, and long-term poverty.


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Rooted In Marin: Strategies for Anti-Displacement

Community Planning Collaborative,
Timothy Thomas
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Report

Examines Marin County's housing crisis and recommends policies to prevent displacement and preserve displacement.


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Evicting the American Dream

David Barnhart,
Counter Stories Productions
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News

Film examining the structural causes and possible prevention of housing insecurity and homelessness.


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Evaluating tenant-landlord tensions using generative AI on online tenant forums

Xin Chen,
Cheng Ren,
Timothy A. Thomas
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Article

Uses Reddit forums and generatuve AI to identify tennant-landlord conflicts, finding concerns over fees, utilities, and policy changes.


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Washington State Eviction Filings

Timothy Thomas,
Mia Schwinghammer
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Report

Analysis of Washington state evictions by county.


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Toward a National Eviction Data Collection Strategy Using Natural Language Processing

Timothy Thomas,
Alex Ramiller,
Cheng Ren,
Ott Toomet
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Article

The ERN baseline for working with raw court records: an NLP + demographic-estimation pipeline that turned 111,740 Washington eviction filings into research-ready data. Cited site-wide as the reference methodology for eviction-data collection.


Read summary Full PDF (Cityscape · HUD PD&R)

Will there be water? Climate change, housing needs, and future water demand in California

Tamara S. Wilson,
Paul C. Selmants,
Ryan M. Boynton,
Timothy Thomas, et al.
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Article

Find climate change and agriculture will be the primary drivers of groundwater scarcity in California's Central Coast through 2060.


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Oregon Eviction Filings

Timothy Thomas,
Hannah Moore
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Report

Analysis of Oregon state evictions by county.


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Racial Disparities in Oregon State Eviction Filings: Quarter 1, 2024 Report

Timothy Thomas,
Hannah Moore,
Natalie Cholula
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Report

Finds eviction filings in Oregon at historic high and racial disparities are the widest recorded, disproportionately affecting Black and Latinx renters.


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Targeted, Harassed, and Displaced: The Role of Discrimination in Oregon Evictions

Alex Farrington,
Natalie J. Cholula,
Lisa Bates
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Article

A conversation with marginalized Oregon tenants about their experiences of unfair, malicious, or prejudicial treatment during the eviction process.


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Neighborhood gentrification, displacement, and severe maternal morbidity in California

Xing Gao,
Timothy Thomas,
Rachel Morello-Frosch,
Amani M. Allen, et al.
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Article

Assess the association between various measures of genrification and severe maternal morbidity.


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Eviction for Children During the Pandemic

Timothy A. Thomas,
Amit Cohen,
Julia Greenberg
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Report

Contribution to an advisory report by the National Academies of Sciences, Engineering, Medicine addressing the multi-faceted impact of COVID-19 on children and families, housing precarity being a significant risk factor.


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San Diego Anti-Displacement Study Existing Conditions Report

Julia Greenberg,
Timothy Thomas,
Paul La Farga,
Farzad Mashhood
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Report

An application of modeling to understand degree of displacement risk in neighborhoods throughout San Diego.


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'Flood of evictions' looms in Los Angeles as pandemic tenant protections expire

Danielle Kaye
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News

As pandemic-era tenant protections expire in Los Angeles, many low-income renters fallen behind on rent face a looming surge of evictions amid rising housing costs and insufficient aid.


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Urban Displacement Project’s Salt Lake City Displacement Data Analysis

Timothy Thomas,
Julia Greenberg
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Report

Modeling application to understand degree of displacement risk in neighborhoods throughout Salt Lake City.


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Rental Eviction and the COVID-19 Pandemic: Averting a Looming Crisis

National Academies of Sciences, Engineering, and Medicine
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Report

Methods to reduce rental housing instability and evictions from the National Academies of Science, Engineering, and Medicine.


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Minnesota Eviction Filings

Julia Greenberg,
Ashley Santos,
Hannah Moore,
Timothy A. Thomas et al.
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Report

Analysis of Minnesota state evictions.


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Indiana Eviction Filings

Ian Castro,
Julia Greenberg,
Hannah Moore,
Timothy A. Thomas et al.
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Report

Analysis of Indiana state evictions.


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Indiana had one of the highest eviction rates in the country before and during the pandemic

Benjamin Thorp
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News

Indiana had persistently high eviction rates before and during the pandemic, filings remaining close to historic levels despite federal moratoriums; disproportionately impacting Black and low-income communities.


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Dayton, Ohio Eviction Filings

Timothy Thomas,
Hannah Moore,
Amit Cohen,
Julia Greenberg
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Report

Analysis of Dayton, Ohio evictions by census tract.


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Delaware Eviction Filings

Xin Chen,
Julia Greenberg,
Hannah Moore,
Amit Cohen,
Timothy A. Thomas
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Report

Analysis of Delaware state evictions by census tract.


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Facing Eviction with KQED's "SOLD OUT" Podcast

Erin Baldassari,
Molly Solomon
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News

The Housing Precarity Risk Model shows a conservative estimate of which communities are at risk of post-pandemic eviction, displacement, and long-term poverty.


Watch Here

U.S. Eviction Filing Patterns in 2020

Peter Hepburn,
Renee Louis,
Joe Fish,
Timothy A. Thomas, et al.
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Report

Analyzes U.S. eviction court records during 2020 to show that pandemic-era eviction moratoria significantly reduced filings, but that filings rebounded when protections lapsed, disproportionately affecting Black and female renters.


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Uneven Evictions: Who gets evicted in Washington?

Kim Eckart
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News

Summarizes a study showing eviction patterns in Washington State are highly unequal: women, Black, and Latinx renters facing disproportionately high eviction rates shaped by broader racial and economic inequalities.


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The Urban Displacement Replication Project

Tim Thomas,
Carson Hartmann,
Anna Driscoll,
Karen Chapple, et al.
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Report

Presents a standardized methodolgy for analyzing urban displacement patterns, gentrification, and exclusion across U.S. cities, designed to be replicable. Incorperates more nuanced classification system and risk factors (such as housing costs, demographics, and market pressures).


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Sensitive Communities in California: Mapping Vulnerability and Displacement Pressure

Anna Cash,
Timothy A. Thomas,
Carson Hartman,
Karen Chapple
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Report

Mapping tool identifing sensitive communities in California through a combination of social vulnerability (low-income, people of color, rent burden) and market pressures (rising rent and rent gaps) to spotlight areas at risk of displacesment. It finds roughly 27% of census tracts are sensitive, concentrated in communities of color and renter-heavy neighborhoods.


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Baltimore Eviction Risk Map

Tim Thomas,
Ian Kennedy,
Alex Ramiller,
Ott Toomet et al.
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Report

Map of Baltimore, Maryland eviction risk by census tract.


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The State of Evictions: Results from the University of Washington Evictions Project

Timothy Thomas,
Ott Toomet,
Ian Kennedy,
Alex Ramiller
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Report

Finds Washington evictions were widespread and racially unequal before the pandemic, Black renters and women disproportionately affected amid rising rents and declining affordable housing.


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Formal Social Control in Changing Neighborhoods: Racial Implications of Neighborhood Context on Reactive Policing

Charles C. Lanfear,
Lindsey R. Beach,
Timothy Thomas
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Article

Examines how neighborhood change and race shape police responses to incidents.


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Measures of Human Mobility Using Mobile Phone Records Enhanced with GIS Data

Nathalie E. Williams,
Timothy Thomas,
Matthew Dunbar,
Nathan Eagle, et al.
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Article

Uses mobile phone data and GIS information to develop more accurate measures of human mobility for population behavior and spatial inequity research.


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