Unrestricted Data and Code for Hwang, J. and B. Shrimali. 2022. "Shared and Crowded Housing in the Bay Area: Where Gentrification and the Housing Crisis Meet COVID-19"
Abstract/Contents
- Abstract
Replication material for Jackelyn Hwang & Bina Patel Shrimali (2022) Shared and Crowded Housing in the Bay Area: Where Gentrification and the Housing Crisis Meet COVID-19, Housing Policy Debate, DOI: 10.1080/10511482.2022.2099934
Paper Abstract: Amid the growing affordable housing crisis and widespread gentrification over the last decade, people have been moving less than before and increasingly live in shared and often crowded households across the U.S. Crowded housing has various negative health implications, including stress, sleep disorders, and infectious diseases. Difference-in- difference analysis of a unique, large-scale longitudinal consumer credit database of over 450,000 San Francisco Bay Area residents from 2002 to 2020 shows gentrification affects the probability of residents shifting to crowded households across the socioeconomic spectrum but in different ways than expected. Gentrification is negatively associated with low- socioeconomic status (SES) residents’ probability of entering crowded households, and this is largely explained by increased shifts to crowded households in neighborhoods outside of major cities showing early signs of gentrification. Conversely, gentrification is associated with increases in the probability that middle-SES residents enter crowded households, primarily in Silicon Valley. Lastly, crowding is positively associated with COVID-19 case rates, beyond density and socioeconomic and racial composition in neighborhoods, although the role of gentrification remains unclear. Housing policies that mitigate crowding can serve as early interventions in displacement prevention and reducing health inequities.
Description
Type of resource | software, multimedia, text, Dataset |
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Date modified | November 3, 2022; November 4, 2022; February 7, 2023 |
Publication date | November 3, 2022; August 2022 |
Creators/Contributors
Author | Hwang, Jackelyn | |
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Contributor | Shrimali, Bina |
Subjects
Subject | Gentrification |
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Subject | Crowding |
Subject | Housing |
Subject | Health |
Subject | COVID-19 |
Subject | Displacement |
Genre | Software/code |
Genre | Code |
Genre | Documentation |
Genre | Data |
Genre | Computer program |
Genre | Data sets |
Genre | Dataset |
Bibliographic information
Related item |
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DOI | https://doi.org/10.25740/cw226nt8831 |
Location | https://purl.stanford.edu/cw226nt8831 |
Access conditions
- Use and reproduction
- User agrees that, where applicable, content will not be used to identify or to otherwise infringe the privacy or confidentiality rights of individuals. Content distributed via the Stanford Digital Repository may be subject to additional license and use restrictions applied by the depositor.
- License
- This work is licensed under a Creative Commons Attribution 4.0 International license (CC BY).
Preferred citation
- Preferred citation
- Hwang, J. and Shrimali, B. (2022). Unrestricted Data and Code for Hwang, J. and B. Shrimali. 2022. "Shared and Crowded Housing in the Bay Area: Where Gentrification and the Housing Crisis Meet COVID-19". Stanford Digital Repository. Available at https://purl.stanford.edu/cw226nt8831. https://doi.org/10.25740/cw226nt8831.
Collection
Changing Cities Research Lab
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