Scorpion was probably not doing hot spots policing

So the Wall Street Journal had a recent article describing how crackdowns in hot spots of crime may not be the best policing tactic, Tyre Nichols Case Prompts Questions About Police Tactics in Crime Hot Spots. This is actually an OK article, but to be clear “hot spots” policing isn’t really defined by police tactics, hot spots are just a method to identify small areas with the most crime in a city. Identifying the hot spots does not explicitly determine the policing (or non-policing) tactic that one should use to reduce crime in that area. The Washington Post had a recent article in a similar vein critiquing the work of Tamara Herold in Breonna Taylor’s death. The WaPo article even prompted a response by a group of well known criminologists how it was inappropriate to blame Herold’s strategy.

So hotspots have always had a mix of different policing tactics that go with it, the most common strategies I would say are problem oriented policing (Braga et al., 1999), increased street or traffic stops (MacDonald et al., 2016; Sherman & Rogan, 1995), or simply patrolling/hanging out in the area (Groff et al., 2015; Koper, 1995). The WSJ article talks about Joel Caplan’s RTM group (which I think do good work), and they are really just doing a version of problem oriented policing. (POP has always had a component of working in tandem with the community and different public/private sector agencies.)

One of the reasons I wanted to write about this post though, is that often in my career I see a disconnect in purportedly hot spots policing (or similar tactics, such as DDACTS) on paper and what is actually happening on the ground. So using the Memphis Open Crime Data, I identified the top 100 street segments in terms of violent crime (code on github to replicate). As I suspected, the place where Nichols was pulled over is not a hot spot of crime, making the connection between the Scorpion units behavior and hot spots policing tactics a bit suspect.

If the embedded google map does now work, here is a screen shot to show how none of the top 100 street midpoints are around the location of where Nichol’s was initially stopped:

It happens to be the case that officers often have misperceptions of where hot spots are (Macbeth & Ariel, 2019; Ratcliffe & McCullagh, 2001). And that if left to no oversight, there tends to be a mismatch between where police proactivity is occurring and where the most serious crime is spatially concentrated (Wheeler et al., 2018). That is why a system to feed back information to officers for whether they are making high quality stops is so important (Worden et al., 2018).

To be clear, this is not me making excuses for researchers or crime analysts to not know what is actually occurring in their jurisdictions, and to potentially ignore the secondary harms that can come with intensive policing. But in my experience, taking the time to do hot spots policing right, which at its most basic is actually identifying hot spots using data, is a good sign that police departments take seriously the tactics they use and to seriously think about mitigating some of these secondary harms. Hot spots policing does not intrinsically result in unequal outcomes, which can be done via tactics that mitigate harm (such as problem oriented policing), or constructing a hot spots policy that promotes racial equity in outcomes from the start (Wheeler, 2020).

References

• Braga, A.A., Weisburd, D.L., Waring, E.J., Mazerolle, L.G., Spelman, W., & Gajewski, F. (1999). Problem‐oriented policing in violent crime places: A randomized controlled experiment. Criminology, 37(3), 541-580.
• Groff, E. R., Ratcliffe, J. H., Haberman, C. P., Sorg, E. T., Joyce, N. M., & Taylor, R. B. (2015). Does what police do at hot spots matter? The Philadelphia policing tactics experiment. Criminology, 53(1), 23-53.
• Koper, C.S. (1995). Just enough police presence: Reducing crime and disorderly behavior by optimizing patrol time in crime hot spots. Justice Quarterly, 12(4), 649-672.
• Macbeth, E., & Ariel, B. (2019). Place-based statistical versus clinical predictions of crime hot spots and harm locations in Northern Ireland. Justice Quarterly, 36(1), 93-126.
• MacDonald, J., Fagan, J., & Geller, A. (2016). The effects of local police surges on crime and arrests in New York City. PLoS one, 11(6), e0157223.
• Ratcliffe, J.H., & McCullagh, M.J. (2001). Chasing ghosts? Police perception of high crime areas. British Journal of Criminology, 41(2), 330-341.
• Sherman, L.W., & Rogan, D.P. (1995). Effects of gun seizures on gun violence:“Hot spots” patrol in Kansas City. Justice Quarterly, 12(4), 673-693.
• Wheeler, A.P. (2020). Allocating police resources while limiting racial inequality. Justice Quarterly, 37(5), 842-868.
• Wheeler, A. P., Steenbeek, W., & Andresen, M. A. (2018). Testing for similarity in area‐based spatial patterns: Alternative methods to Andresen’s spatial point pattern test. Transactions in GIS, 22(3), 760-774.
• Worden, R.E., McLean, S.J., Wheeler, A.P., Reynolds, D.L., Dole, C., Cochran, H. Smart Stops: An Inquiry into Proactive Policing. Summary Report to the National Institute of Justice, Award No. 2013-MU-CX-0012.