Related Experiment Video
Updated: May 24, 2025

Trajectory Data Analyses for Pedestrian Space-time Activity Study
Published on: February 25, 2013
Investigating the spatial association between supervised consumption services and homicide rates in Toronto, Canada,
Dan Werb1,2,3, Hae Seung Sung1, Yingbo Na1
1Centre on Drug Policy Evaluation, St. Michael's Hospital, Toronto, Canada.
Background:
Supervised consumption services (SCS) are effective at preventing overdose mortality. However, their effect on public safety remains contested. We investigated homicide rates in areas near SCS in Toronto.
Methods:
We classified coroner-reported fatal shootings and stabbings (January 1st, 2010 to September 30th 2023) by geographic zone: within 500 m ('near'), between 500 m and 3 km ('far'), and beyond 3 km of an SCS ('out'). We then used Poisson regression to calculate the rate ratio (RR) across zones 18, 36, 48, and 60 months pre vs. post SCS implementation. Finally, we compared spatial homicide incidence prior to and after the date of the implementation of each SCS using interrupted time series (ITS).
Findings:
Overall, 956 homicides occurred, and 590 (62%) were fatal shootings and stabbings. There was no meaningful change in the rate of fatal shootings and stabbings within 3 kms of SCS (near and far zones) after their implementation. However, between 48 and 60 months pos-implementation, we detected an increase in out zones. In an ITS analysis, we observed a reduction in the monthly incidence in near zones and an increase in out zones.
Interpretation:
SCS implementation was not associated with increased homicide rates; instead, we observed a reduction in monthly incidence near SCS. These results may inform drug market activity responses that optimize community health and safety.
Funding:
Canadian Institutes of Health Research, the New Frontiers in Research Fund, St. Michael's Hospital Foundation.
Related Concept Videos
Hypothesis Test for Test of Independence
H0: The two variables (factors)...
Cause and Effect
Selected Data About Geographic Locations
Manipulation and Analysis
Levels of Use of a GIS
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...

