Elicit: Effects of Rent Control on Housing Dynamics (public)
What are the effects of rent control policies on housing market dynamics and tenant stability?
Rent Control Policies Yield Mixed Results
Rent control policies yield mixed effects on housing market dynamics and tenant stability. In regulated markets, studies report rent declines ranging from 4% to 47% in controlled units while some analyses note rent increases in uncontrolled or post‐decontrol sectors. In one San Francisco study, rents rose concurrently with a 15% reduction in housing supply and a 20% drop in tenant mobility. Other research documents tenants staying an extra six years under tighter regulation, although reports of 83–127% higher eviction filings suggest displacement risks in certain settings.
Abstract
Separate analyses show shifts in market composition. For example, one study cited annual rent subsidies of about US$2440 (roughly 27% of income), and another observed reduced racial disparities accompanied by increased minority presence. These findings, based on quasi‐experimental and econometric approaches across diverse jurisdictions, indicate that the impacts of rent control vary with policy design and local market conditions.
Methods
We analyzed 40 sources from an initial pool of 989, using 8 screening criteria. Each paper was reviewed for 5 key aspects that mattered most to the research question.
Papers identified with Elicit search
- n = 989
Papers screened using: Intervention Type, Outcome Measures, Study Design, Geographic Context, Public/Social Housing Focus, Housing Voucher/Assistance Focus, Empirical Data, Comparison Groups
- n = 949
Papers included for extraction
- n = 40
Data Extraction
We asked a large language model to extract each data column below from each paper. We gave the model the extraction instructions shown below for each column.
Study Design Type: Possible design types include:
- Difference-in-differences
- Quasi-experimental
- Econometric study
- Cross-sectional analysis
Geographic Setting and Context:
- Include country, city/metropolitan area, specific neighborhoods or regions (if applicable)
Rent Control Policy Details: Extract comprehensive details about the rent control policy:
- Year of policy implementation
- Specific type of rent control
- Key policy mechanisms
- Scope of application
Policy Impact Outcomes: Identify and extract the specific outcomes measured related to rent control policy:
- Rental prices (regulated and unregulated sectors)
- Housing supply
- Tenant stability
Key Quantitative Findings: Extract the primary quantitative results, focusing on:
- Magnitude of effects
- Statistical significance
Results
Characteristics of Included Studies
| Study | Study Location/Period | Rent Control Policy Type | Primary Outcomes Measured | Methodology |
|---|---|---|---|---|
| Diamond et al., 2019a | San Francisco, USA; 1994 onward | Not explicitly labeled; limits rent increases, multi-family 2-4 units | Rental prices, housing supply, tenant stability, maintenance | Quasi-experimental |
| Jofre-Monseny et al., 2023 | Catalonia, Spain; 2020 | Not specified; price caps, high coverage | Rental prices, housing supply | Difference-in-differences |
| ... | ... | ... | ... | ... |
| Gyourko & Linneman, 1989 | New York City, USA; 1943 onward | First-generation; rents frozen, later exemptions | Rental prices, supply, tenant stability, maintenance | Econometric, cross-sectional |
Across 40 studies of rent control policies, the following patterns were observed:
Primary Outcomes Measured:
- Rental prices
- Housing supply
- Tenant stability
Rent Control Policy Type:
- First-generation rent control
- Second-generation rent control
Methodology:
- Quasi-experimental methods
- Econometric methods
Effects of Rent Control
Across 40 studies, the following patterns were observed in effect direction and statistical significance:
- Decrease in rents: Reported in 11 studies.
- Increase in rents: Reported in 10 studies.
- Decrease in supply or construction: Found in 4 studies.
Effects on Tenant Stability
- Increase in subsidy: $2440/year (27.2% income) with a 95% confidence interval: $2367–$2511.
- Decrease in mobility: 20% reduction.
- Increase in duration: +6 years for most vs. least regulated.
Neighborhood Segregation
- Increase in segregation: Report from study.
- Decrease in disparities: Report from another study.