Violence and Local Development in Fortaleza, Brazil: A Spatial Regression Analysis

Fortaleza is the fifth largest city of Brazil, and has become the most violent state capital in the last years. In this paper, we investigate whether violent crime rates are associated with the local development of the city. Using an unexplored data source about georeferenced murders and deaths due...

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Bibliographic Details
Published in:Applied spatial analysis and policy 2019-03, Vol.12 (1), p.147-166
Main Authors: de Oliveira, Victor Hugo, de Medeiros, Cleyber Nascimento, Carvalho, José Raimundo
Format: Article
Language:English
Subjects:
Adolescents
Censuses
Criminal statistics
Homicide
Households
Human Geography
Landscape/Regional and Urban Planning
Males
Neighborhoods
Neighbors
Regional/Spatial Science
Regression analysis
Social Sciences
Spatial analysis
Theft
Urban areas
Violence
Violent crime
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Summary:Fortaleza is the fifth largest city of Brazil, and has become the most violent state capital in the last years. In this paper, we investigate whether violent crime rates are associated with the local development of the city. Using an unexplored data source about georeferenced murders and deaths due to bodily injury and theft, we show that violent crime rates exhibit a positive spatial dependence across clusters of census tracts. In other words, small urban areas with high (low) violent crime rates have neighbors, on average, with similar pattern of violent crime rates. Investigating the relationship between violent crime rates and variables associated with local development, spatial regressions suggest that high violent crime rates are related with low-income neighborhood, with high spatial isolation of poor households, low access to urban infrastructure, and high prevalence of illiterate adolescents and young black males. The study also provides important evidence about spillover effects that helps to understand how the absence of local development can expose neighbors to violence.
ISSN:1874-463X
1874-4621
DOI:10.1007/s12061-017-9236-4