Using Large Language Models to Assess Equity in U.S. Local Government American Rescue Plans
Bibliographic Data
| ID | 17570500 |
|---|---|
| Authors | Mildred E Warner (0000-0002-0109-338X, Cornell University, corresponding author), Zijing Zhao (0000-0001-8618-7002, Cornell University - Department of City and, Regional Planning), Yuanshuo Xu (0000-0003-1305-8730, Zhejiang University), Xuelian Li (0000-0002-5022-7209, Zhejiang University) |
| Year | 2026 |
| Pages | 1-16 |
| Publication date | 2026-02-26 |
| Peer Reviewed | Yes |
| Open Access | No |
| Type | ARTICLE |
| Venue | Journal of the American Planning Association (JOURNAL) |
| Journal identifiers | ISSN: 0194-4363 • E-ISSN: 1939-0130 |
| Publisher | Taylor & Francis (PUBLISHER • GB) |
| DOI | 10.1080/01944363.2026.2618223 |
| OpenAlex | W7133878091 |
| Language | EN |
| References cited | 62 |
Local government · Computational and Text Analysis Methods · Disaster Management and Resilience · Nursing Education, Practice, and Leadership
Searching for the Just City
Searching for the Good Plan
Innovation and Climate Action Planning
Reframing public participation
Covid-19 And Racial/Ethnic Disparities In Health Risk, Employment, And Household Composition
Advocacy and Pluralism in Planning
Whiteness and Urban Planning
Can ChatGPT Evaluate Plans
When Do Plans Matter
“The Past We Step Into and How We Repair It”
Are We Planning for Equity
Using Natural Language Processing to Read Plans
SsciBert
A new kind of search
Natural language processing for planning policy identification
Plan Evaluation
Machine Learning Algorithms for Urban Land Use Planning
Mitigating flood risk and enhancing community resilience to natural disasters
Austerity in the city
Pushing austerity
Challenging austerity under the Covid-19 state
The depths of the cuts
Theorizing communal trauma
The framing of power in communicative planning theory
Reading Old Plans
Pandemic relief spending by New York local governments
Walking in Another’s Shoes
From Racial to Reparative Planning
Plan Quality Evaluation 1994–2012
Evaluating Urban Heat Mitigation across Networks of Plans
What Is in a Plan? Using Natural Language Processing to Read 461 California City General Plans
Conjunctural urban geographies
Maintaining redistribution despite austerity
Pragmatic Municipalism
Pragmatic municipalism or austerity urbanism? Understanding local government responses to fiscal stress
A policy window for equity? The American Rescue Plan and local government response
The Ethical Concerns of Artificial Intelligence in Urban Planning
Planning With a Basic Income
Implementing Equity
Urban planning in the age of large language models
Local Governments, Pandemic Aid, and Community Violence Intervention
Fiscal Federalism, Arpa, and the Politics of Repair
Proceed with caution
Insurgent Planning
| Citation velocity | historical |
|---|---|
| Highly cited | No |