The Geography of Pickpocketing at Bus Stops: An Analysis of Grid Cells

Bus stops, as any other type of transport node, may be criminogenic places by nature. Evidence from North American and British studies has repeatedly shown that areas that ‘contain’ a bus stop are more criminogenic than those without (Levine and Wachs, 1986; Loukaitou-Sideris 1999; Loukaitou-Sideris et al., 2002; Newton and Bowers, 2007; Smith and Cornish 2006; Tsai et al., 2011). Yet despite such findings, the link between bus stops and crime has been controversial (Kooi, 2013) and highly dependent on North American and British evidence. If one randomly selects two areas, the first one containing a bus stop and the second not, is it more likely that the first area has more pickpocketing than the second one? Previous studies have attempted to isolate the effect of bus stops from that caused by the place’s attributes (where bus stops are located) on crime. Surprisingly, the nature of bus stops is often neglected in the analysis. This article addresses this issue by assessing the potential impact of passenger flow and vehicle frequency on the geography of pickpocketing.

[1]  Brandon R. Kooi Assessing the correlation between bus stop densities and residential crime typologies , 2013 .

[2]  A. Hirzel,et al.  Which is the optimal sampling strategy for habitat suitability modelling , 2002 .

[3]  Alastair Newton,et al.  A study of bus route crime risk in urban areas: the changing environs of a bus journey , 2008 .

[4]  Vania Ceccato,et al.  Moving Safely: Crime and Perceived Safety in Stockholm's Subway Stations , 2013 .

[5]  Vania Ceccato,et al.  Space–Time Dynamics of Crime in Transport Nodes , 2014 .

[6]  M J Maher,et al.  A comprehensive methodology for the fitting of predictive accident models. , 1996, Accident; analysis and prevention.

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

[8]  R. Liggett,et al.  The Geography of Transit Crime , 2002 .

[9]  Robert Haining,et al.  Crime in Border Regions: The Scandinavian Case of Öresund, 1998–2001 , 2004, Annals of the Association of American Geographers.

[10]  Patrick R. Gartin,et al.  Hot Spots of Predatory Crime: Routine Activities and the Criminology of Place , 1989 .

[11]  Timothy C. Hart,et al.  Public Bus Stops and the Meso Environment: Understanding the Situational Context of Street Robberies , 2015 .

[12]  Dominique Lord,et al.  Modeling motor vehicle crashes using Poisson-gamma models: examining the effects of low sample mean values and small sample size on the estimation of the fixed dispersion parameter. , 2006, Accident; analysis and prevention.

[13]  La Vigne VISIBILITY AND VIGILANCE: METRO'S SITUATIONAL APPROACH TO PREVENTING SUBWAY CRIME , 1997 .

[14]  P. Brantingham,et al.  Criminality of place , 1995 .

[15]  M. Felson,et al.  Risk of Violent Crime Victimization During Major Daily Activities , 2012, Violence and Victims.

[16]  K. Bowers,et al.  The Geography of Bus Shelter Damage: The Influence of Crime, Neighbourhood Characteristics and Land-Use , 2007 .

[17]  Paul Damien,et al.  A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian methods. , 2008, Accident; analysis and prevention.

[18]  Andrew D. Newton,et al.  Crime on Public Transport: 'Static' and 'Non-Static' (Moving) Crime Events , 2004 .

[19]  Anastasia Loukaitou-Sideris,et al.  Measuring the Effects of Built Environment on Bus Stop Crime , 2000 .

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

[21]  Martin Wachs,et al.  Bus crime in Los Angeles: I -- Measuring the incidence , 1986 .

[22]  Elizabeth R. Groff,et al.  The Criminology of Place: Street Segments and Our Understanding of the Crime Problem , 2012 .

[23]  A. Loukaitou-Sideris Hot Spots of Bus Stop Crime , 1999 .