Testing time-sensitive influences of weather on street robbery

Although the relationship between weather and crime has been extensively investigated over the past century, little consensus has emerged on the directions of the relationships observed and the mechanisms through which weather might exert its influence. This paper advances an argument that the interpretation of weather, and subsequent activities based on that interpretation, leads to spatio-temporal variations in criminal opportunities, and hence crime.Two hypotheses relating to unseasonal weather and effects of weather on discretionary activities are proposed. Negative binomial regression models are used to test these at the 6-hour shift unit of analysis on street robberies in the Strathclyde region of Scotland. In line with predictions, in this temperate microclimate, more favourable weather in winter (higher temperatures and low wind speeds) was associated with increases in robbery. Partial support was also found for the hypothesis regarding time delineated for discretionary activities. Here, temperature, wind speed and humidity were seen to be significant predictors of robbery during the night shift and weekends. Notably rain was shown to have a negative relationship with robbery at the weekends. This affirms that people are less likely to venture outdoors when it is raining when travel behaviour is optional. Counter to our hypothesised effects, fog was the only variable to significantly interact with public holidays. We conclude by discussing how these analyses might be extended and briefly discuss implications for crime prevention.

[1]  BRIT. J. Criminol WEATHER AND CRIME , 2005 .

[2]  Ruth Fleming,et al.  Crime in England and Wales 2009/10 , 2010 .

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

[4]  E. Cohn,et al.  The curve is still out there: a reply to Bushman, Wang, and Anderson's (2005) "Is the curve relating temperature to aggression linear or curvilinear?". , 2005, Journal of personality and social psychology.

[5]  James L. LeBeau,et al.  THE OSCILLATION OF POLICE CALLS TO DOMESTIC DISPUTES WITH TIME AND THE TEMPERATURE HUMIDITY INDEX , 1994 .

[6]  P. Tucker,et al.  The effect of season and weather on physical activity: a systematic review. , 2007, Public health.

[7]  Shane D. Johnson,et al.  Poetry in Motion: The Case of Insider and Outsider Offenders , 2015 .

[8]  Moohammed Wasim Yahia,et al.  Evaluating the behaviour of different thermal indices by investigating various outdoor urban environments in the hot dry city of Damascus, Syria , 2013, International Journal of Biometeorology.

[9]  S. Field THE EFFECT OF TEMPERATURE ON CRIME , 1992 .

[10]  W. P. Lowry,et al.  Weather and Life. An Introduction to Biometerology. , 1971 .

[11]  Satish Sharma,et al.  Variation of Impact of Cold Temperature and Snowfall and Their Interaction on Traffic Volume , 2010 .

[12]  Ellen G. Cohn,et al.  THE PREDICTION OF POLICE CALLS FOR SERVICE: THE INFLUENCE OF WEATHER AND TEMPORAL VARIABLES ON RAPE AND DOMESTIC VIOLENCE , 1993 .

[13]  E. Cohn,et al.  Weather, Disorderly Conduct, and Assaults , 2000 .

[14]  Steven P. Lab,et al.  Climatological conditions and crime: The forecast is…? , 1988 .

[15]  Michael Donn,et al.  The relative influence of wind, sunlight and temperature on user comfort in urban outdoor spaces , 2007 .

[16]  Eric P. Baumer,et al.  Crime Seasonality and Serious Scholarship: A Comment on Farrell and Pease , 1996 .

[17]  Martin A. Andresen,et al.  The impact of using social media data in crime rate calculations: shifting hot spots and changing spatial patterns , 2015 .

[18]  C. Anderson,et al.  Hot years and serious and deadly assault: empirical tests of the heat hypothesis. , 1997, Journal of personality and social psychology.

[19]  E. Cohn,et al.  Errors of Commission and Omission: Comment on Anderson and Anderson's (1998) “Temperature and Aggression” , 1999, Psychological reports.

[20]  J. K. Ord,et al.  Graphical Methods for a Class of Discrete Distributions , 1967 .

[21]  V. Ceccato,et al.  Homicide in São Paulo, Brazil: Assessing spatial-temporal and weather variations , 2005 .

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

[23]  T. Stathopoulos,et al.  Outdoor human comfort in an urban climate , 2004 .

[24]  Mindy E. Flanagan,et al.  Temperature and aggression , 2000 .

[25]  Q. Vuong Likelihood Ratio Tests for Model Selection and Non-Nested Hypotheses , 1989 .

[26]  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 .

[27]  J. Dwyer Predicting daily use of urban forest recreation sites. , 1988 .

[28]  R. Baron,et al.  Aggression as a function of ambient temperature and prior anger arousal. , 1972, Journal of personality and social psychology.

[29]  Yuan Hongyong,et al.  Assessing temporal and weather influences on property crime in Beijing, China , 2011 .

[30]  Yoshihide Sekimoto,et al.  Weather Effects on the Patterns of People's Everyday Activities: A Study Using GPS Traces of Mobile Phone Users , 2013, PLoS ONE.

[31]  Kenneth A Bollen,et al.  Crimes of Opportunity or Crimes of Emotion? Testing Two Explanations of Seasonal Change in Crime , 2004 .

[32]  P. Allison Multiple Regression: A Primer , 1994 .

[33]  N. El-Sherif,et al.  Ambulatory Electrocardiographic Monitoring between Artifacts and Misinterpretation, Management Errors of Commission and Errors of Omission , 2015, Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc.

[34]  James L. Lebeau,et al.  Changes in calls for police service with changes in routine activities and the arrival and passage of weather fronts , 1990 .

[35]  F. Sargent,et al.  Weather and Life, An Introduction to Biometeorology , 2013 .

[36]  Ralph B. Taylor,et al.  Community-level impacts of temperature on urban street robbery , 2011 .

[37]  Geert Wets,et al.  Changes in Travel Behavior in Response to Weather Conditions , 2010 .

[38]  Jerry H. Ratcliffe,et al.  A Temporal Constraint Theory to Explain Opportunity-Based Spatial Offending Patterns , 2006 .

[39]  Y. Benjamini,et al.  THE CONTROL OF THE FALSE DISCOVERY RATE IN MULTIPLE TESTING UNDER DEPENDENCY , 2001 .

[40]  Rod R. Blagojevich ILLINOIS CRIMINAL JUSTICE INFORMATION AUTHORITY , 2003 .

[41]  James L. Lebeau Comment—weather and crime: Trying to make social sense of a physical process , 1988 .

[42]  Gary Higgs,et al.  The Influence of Weather on Local Geographical Patterns of Police Calls for Service , 2009 .

[43]  Jerry H. Ratcliffe,et al.  TESTING FOR TEMPORALLY DIFFERENTIATED RELATIONSHIPS AMONG POTENTIALLY CRIMINOGENIC PLACES AND CENSUS BLOCK STREET ROBBERY COUNTS , 2015 .

[44]  Theodore Stathopoulos,et al.  Microclimate and Downtown Open Space Activity , 2001 .

[45]  Ellen G. Cohn,et al.  Assault as a function of time and temperature : A moderator-variable time-series analysis , 1997 .

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

[47]  Peter J. van Koppen,et al.  The Time to Rob: Variations in Time of Number of Commercial Robberies , 1999 .

[48]  Liang Chen,et al.  Outdoor thermal comfort and outdoor activities: A review of research in the past decade , 2012 .

[49]  Yuk Yee Yan,et al.  Seasonality of Property Crime in Hong Kong , 2004 .

[50]  M. Dijst,et al.  Impact of Everyday Weather on Individual Daily Travel Behaviours in Perspective: A Literature Review , 2013 .