Temporal and geographic clustering of residential structure fires: A theoretical platform for targeted fire prevention

Abstract Environmental criminology theory has established that crime is non-random across time and space, instead clustering in specific, predictable ways. This has resulted in the development of theories that have helped generate a suite of highly effective, targeted crime prevention tools. Although access to high-quality temporal and spatial fire event data has improved in recent decades, the nexus between spatial/temporal clustering, theory, and targeted fire prevention remains largely unexplored. To address this, the current paper compares the temporal and spatial distributions of residential structure fire and residential burglary within a North American city over a three year period. This analysis reveals (a) overlapping spatial clustering for these two incident types, and (b) distinct temporal patterns; all of which can be explained by the logic underpinning environmental criminology theory. The extrapolation of these findings to targeted fire prevention is discussed with respect to the opportunity this presents for the fire service.

[1]  S. Openshaw Ecological Fallacies and the Analysis of Areal Census Data , 1984, Environment & planning A.

[2]  J. Jacobs The Death and Life of Great American Cities , 1962 .

[3]  Jerry H. Ratcliffe,et al.  Aoristic Signatures and the Spatio-Temporal Analysis of High Volume Crime Patterns , 2002 .

[4]  Martin A. Andresen The place of environmental criminology within criminological thought , 2010, CrimRxiv.

[5]  Gary Higgs,et al.  The Use of Comaps to Explore the Spatial and Temporal Dynamics of Fire Incidents: A Case Study in South Wales, United Kingdom , 2007 .

[6]  R. Stimson,et al.  Exploring the spatio‐temporal dynamics of fire incidence and the influence of socio‐economic status: A case study from south east Queensland, Australia , 2009 .

[7]  H. Goldstein Improving Policing: A Problem-Oriented Approach , 1979 .

[8]  Marcus Felson,et al.  Simple indicators of crime by time of day , 2003 .

[9]  S Simpson,et al.  Resource Allocation by Measures of Relative Social Need in Geographical Areas: The Relevance of the Signed χ2, the Percentage, and the Raw Count , 1996 .

[10]  David W. S. Wong The Modifiable Areal Unit Problem (MAUP) , 2004 .

[11]  Elizabeth R. Groff,et al.  The role of neighborhood parks as crime generators , 2012 .

[12]  K. Harries,et al.  Extreme spatial variations in crime density in Baltimore County, MD , 2006 .

[13]  W. Ray,et al.  Predictors of mortality from fires in young children. , 1998, Pediatrics.

[14]  N. Schuurman,et al.  Towards the construction of place-specific measures of deprivation: a case study from the Vancouver metropolitan area , 2007 .

[15]  Josephus Daniel Perry,et al.  Violent Crimes in a City , 1987 .

[16]  Gwyneth Kerr Erwin Weather , 2011 .

[17]  Ellen G. Cohn,et al.  WEATHER, SEASONAL TRENDS AND PROPERTY CRIMES IN MINNEAPOLIS, 1987–1988. A MODERATOR-VARIABLE TIME-SERIES ANALYSIS OF ROUTINE ACTIVITIES , 2000 .

[18]  Patricia L. Brantingham,et al.  Environmental Criminology: From Theory to Urban Planning Practice , 1998 .

[19]  N. Tilley Whither problem‐oriented policing , 2010 .

[20]  Charles R. Jennings Socioeconomic Characteristics and Their Relationship to Fire Incidence: A Review of the Literature , 1999 .

[21]  R. Clarke Situational Crime Prevention , 1995, Crime and Justice.

[22]  P. Brantingham,et al.  Nodes, paths and edges: Considerations on the complexity of crime and the physical environment , 1993 .

[23]  Gary Higgs,et al.  Fire incidence in metropolitan areas: A comparative study of Brisbane (Australia) and Cardiff (United Kingdom) , 2011 .

[24]  Jonathan Corcoran,et al.  Modelling Potential Socio‐economic Determinants of Building Fires in South East Queensland , 2010 .

[25]  Ronald V. Clarke,et al.  Crime Analysis for Problem Solvers in 60 Small Steps , 2005 .

[26]  M. McCormick,et al.  Correlates of reported smoke detector usage in an inner-city population: participants in a smoke detector give-away program. , 1988, American journal of public health.

[27]  Martin A. Andresen,et al.  Cartograms, Crime and Location Quotients , 2009 .

[28]  Andrea S. N. Curman,et al.  Spatial-statistical analysis of arson activity in the Greater Vancouver Region of British Columbia , 2004 .

[29]  Bradley Buckmeier,et al.  Is problem-oriented policing effective in reducing crime and disorder? , 2010 .

[30]  N. Schuurman,et al.  A small-area population analysis of socioeconomic status and incidence of severe burn/fire-related injury in British Columbia, Canada. , 2009, Burns : journal of the International Society for Burn Injuries.

[31]  Ali Asgary,et al.  Spatial and temporal analyses of structural fire incidents and their causes: A case of Toronto, Canada , 2010 .

[32]  Patricia L. Brantingham,et al.  Crime Seen Through a Cone of Resolution , 1976 .

[33]  D. Kim Rossmo,et al.  A methodological model , 1993 .

[34]  P. Brantingham,et al.  Environment, Routine, and Situation: Toward a Pattern Theory of Crime (1993) , 2010 .

[35]  Gary Higgs,et al.  The use of spatial analytical techniques to explore patterns of fire incidence: A South Wales case study , 2007, Comput. Environ. Urban Syst..

[36]  T. Klassen,et al.  Home safety measures and the risk of unintentional injury among young children: a multicentre case–control study , 2006, Canadian Medical Association Journal.

[37]  Jennifer B. Robinson Crime and Regeneration in Urban Communities: The Case of the Big Dig in Boston, Massachusetts , 2008 .

[38]  John E. Eck,et al.  Is Problem-Oriented Policing Effective in Reducing Crime and Disorder? Findings from a Campbell Systematic Review , 2010 .

[39]  Darryl Plecas,et al.  Reduced frequency and severity of residential fires following delivery of fire prevention education by on-duty fire fighters: cluster randomized controlled study. , 2012, Journal of safety research.

[40]  Ulrich Heininger,et al.  A Comparative Efficacy Trial in Germany in Infants Who Received Either the Lederle/Takeda Acellular Pertussis Component DTP (DTaP) Vaccine, the Lederle Whole-Cell Component DTP Vaccine, or DT Vaccine , 1998, Pediatrics.

[41]  Patricia L. Brantingham,et al.  Crime Attractors, Generators and Detractors: Land Use and Urban Crime Opportunities , 2008 .

[42]  J. Ratcliffe,et al.  A Micro-Spatial Analysis of the Demographic and Criminogenic Environment of Drug Markets in Philadelphia , 2007 .

[43]  Dr Paul Michael Cozens,et al.  Environmental criminology and the potential for reducing opportunities for bushfire arson , 2011 .

[44]  Daniel Fridman,et al.  The Seasonality of Violent Crime: The Case of Robbery and Homicide in Israel , 1993 .

[45]  Marcus Felson,et al.  ROUTINE ACTIVITIES AND CRIME PREVENTION IN THE DEVELOPINGMETROPOLIS , 1987 .

[46]  Lawrence E. Cohen,et al.  Social Change and Crime Rate Trends: A Routine Activity Approach , 1979 .

[47]  Alan T. Murray,et al.  Assessing spatial patterns of crime in Lima, Ohio , 2004 .