Examining the impact of job location on violent crime: the study of South African metropolitan areas

Abstract

The physical separation of people from economic activities creates spatial disparities, fragmentation, and unequal access to opportunities. Contemporary South Africa displays spatially divided communities. Affluent locations are socio-economically integrated with fewer crime activities, while poor communities are disintegrated from economic activities with high crime occurrences. The study explores the relationship between spatial mismatch and violent crime in South African metropolitan areas. The study used regression modelling and choropleth mapping to analyse and present the relation. Data used were acquired from Stats SA, CSIR, and SAPS National Crime Statistics. The findings revealed that areas located closer to jobs are associated with low levels of violent crime. In contrast, poor areas are located away from job opportunities and have high levels of violent crime. The study concludes that spatial mismatch determines the level of violent crime in South African metros.