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The Association Between Vacant Lot Redevelopment and Violent/Firearm Violent Crime: A Difference-in-Difference
Nicole Asa1, Hiwot Y Zewdie1, Ali Rowhani-Rahbar1
1Nicole Asa and Ali Rowhani-Rahbar are with the Department of Epidemiology, School of Public Health, University of Washington, and the Firearm Injury and Policy Research Program, School of Medicine, University of Washington, Seattle. Hiwot Y. Zewdie was with the Department of Epidemiology, School of Public Health, University of Washington, Seattle, at the time of this study. Bradley H. Wagenaar is with the Department of Epidemiology and the Department of Global Health, School of Public Health, University of Washington, Seattle. Stephen J. Mooney is with the Department of Epidemiology, School of Public Health, University of Washington, Seattle.
Redeveloping vacant lots into permanent structures in Philadelphia was linked to a reduction in violent crimes, including aggravated assault and firearm offenses. This suggests urban renewal may help prevent or displace crime.
Area of Science:
- Urban planning and criminology
- Public health and environmental studies
Background:
- Vacant lots are prevalent in urban areas and can be associated with increased crime rates.
- Understanding the impact of urban redevelopment on crime is crucial for public health initiatives.
Purpose of the Study:
- To examine the relationship between the redevelopment of vacant lots and changes in violent and firearm-related crime.
- To assess the potential of urban renewal projects in crime prevention.
Main Methods:
- A quasi-experimental study utilizing a difference-in-difference (DID) design.
- Analysis of 254 redeveloped vacant lots in Philadelphia (2007-2023) and corresponding police-reported crime data.
- Staggered DID estimator applied to measure the impact of redevelopment on crime subtypes.
Main Results:
- Vacant lot redevelopment showed a significant negative association with aggravated assault (DID = -56.55 crimes/sq mi/year).
- Redevelopment also significantly reduced firearm aggravated assault (DID = -35.11 crimes/sq mi/year) and overall firearm violent crime (DID = -27.26 crimes/sq mi/year).
- No significant associations were found for other crime outcomes analyzed.
Conclusions:
- The findings support the hypothesis that redeveloping vacant lots can help prevent or displace violent crime.
- Investments in the built environment, such as urban renewal projects, may serve as a strategy for violence reduction.
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