title: A GIS-based spatiotemporal analysis of violent trauma hotspots in Vancouver, Canada: identification, contextualisation and intervention.
abstract: BACKGROUND
  In 2002, the WHO declared interpersonal violence to be a leading public health problem. Previous research demonstrates that urban spaces with a high incidence of violent trauma (hotspots) correlate with features of built environment and social determinants. However, there are few studies that analyse injury data across the axes of both space and time to characterise injury-environment relationships. This paper describes a spatiotemporal analysis of violent injuries in Vancouver, Canada, from 2001 to 2008.
  
  
  METHODS
  Using geographic information systems, 575 violent trauma incidents were mapped and analysed using kernel density estimation to identify hotspot locations. Patterns between space, time, victim age and sex and mechanism of injury were investigated with an exploratory approach.
  
  
  RESULTS
  Several patterns in space and time were identified and described, corresponding to distinct neighbourhood characteristics. Violent trauma hotspots were most prevalent in Vancouver's nightclub district on Friday and Saturday nights, with higher rates in the most socioeconomically deprived neighbourhoods. Victim sex, age and mechanism of injury also formed strong patterns. Three neighbourhood profiles are presented using the dual axis of space/time to describe the hotspot environments.
  
  
  CONCLUSIONS
  This work posits the value of exploratory spatial data analysis using geographic information systems in trauma epidemiology studies and further suggests that using both space and time concurrently to understand urban environmental correlates of injury provides a more granular or higher resolution picture of risk. We discuss implications for injury prevention and control, focusing on education, regulation, the built environment and injury surveillance.
authors.affiliation: Department of Geography, Simon Fraser University, Burnaby, Canada.
authors.forename: Blake Byron
authors.initials: BB
authors.lastname: Walker
authors.forename: Nadine
authors.initials: N
authors.lastname: Schuurman
authors.forename: S Morad
authors.initials: SM
authors.lastname: Hameed
mesh_terms: D001955:British Columbia / Q000453:epidemiology; D005260:Female; D040362:Geographic Information Systems; D006801:Humans; D008297:Male; D012042:Registries; D012111:Residence Characteristics; D062211:Spatio-Temporal Analysis; D014754:Violence / Q000706:statistics & numerical data*
keywords: Epidemiology; Public Health; Statistics & Research Methods