Crime, inequality and subsidized housing evidence from South Africa

Roxana Elena MANEA
Patrizio PIRAINO

We study the relationship between housing inequality and crime in South Africa. We create a novel panel dataset combining information on crimes at the police station level with census data. We find that housing inequality explains a significant share of the variation in both property and violent crimes, net of spillover effects, time and district fixed effects. An increase of one standard deviation in housing inequality explains between 9 and 13 percent of crime increases. Additionally, we suggest that a prominent post-apartheid housing program for low-income South Africans helped to reduce inequality and violent crimes. Together, these findings suggest the important role that equality in housing conditions can play in the reduction of crime in an emerging economy context.