Does one foot patrol per day (15–20 min) conducted in serious violence harm spots reduce street-visible crime harm and frequency relative to no foot patrol in the same hot spots, and if so by how much?
We identified 20 hot spots of 150m2 each on the basis of community violence defined as serious assaults, robbery, and drug dealing in the Southend-on-Sea area of Essex Police, with boundaries geo-fenced to collect GPS measures of foot patrol presence generated by hand-held electronic trackers issued to officers directed to perform patrols. All street-visible crimes were counted for each of the 90 days of the experiment in each hot spot.
Daily random assignment of each hot spot to either control or treatment conditions (
The 20 harm spots comprised just 2.6% of the geographical area of the Southend-on-Sea area, with 41% of all its Cambridge CHI crime harm in the year preceding the experiment. Background patrol presence was about 2 min per day on control days and 1 min per treatment day. Crime harm scores for serious community violence were 88.5% lower on experimental days with extra patrols (mean = 1.07 CHI per treatment place-day) than without it (mean = 9.30 CHI per control place-day). Crime harm scores for all street-visible offences were 35.6% lower on treatment days (mean = 7.94 CHI per treatment place-day) than control days (mean = 12.33 CHI per control place-day), while the mean count of all street-visible offences was 31% lower on treatment days (mean count = 0.09 crimes per treatment place-day) than on control days (mean count = 0.13 crimes per control place-day). The estimated effect of the 720 days with 15-min patrols was to prevent crimes with recommended imprisonment of 3161 days, or 8.66 years.
The use of two-officer foot patrol can be highly effective at preventing serious violence in street-visible settings in small areas in which such violence is heavily concentrated.
This study reports on a practitioner-led randomised controlled trial of one-a-day foot patrols in Southend-on-Sea, Essex, between 20th July 2020 and 17th October 2020. The study sought to test high visibility foot patrol on street-based violence within the most harm-generating locations. The 20 highest harm spots of 150m2 were selected for intervention. The harm spots represented just 2.6% of Southend’s geographical area but contributed disproportionately to crime harm for community violence over the preceding 12 months, with 41% of all Cambridge Crime Harm Index (Sherman, Neyroud & Neyroud,
Officers from the Essex Police Operational Support Group were tasked to drive to the designated harm spots, park their police car in a highly visible location, and undertake foot patrol for 15 min. All officers were subject to a briefing that covered the research literature on hot spots policing, different types of intervention, and reasons that a community-based approach had been chosen for this study. Officers were also briefed on the electronic tracker’s capability to plot their whereabouts every 5 s. Daily feedback was then provided on the previous day’s visits and crime levels.
During two-officer foot patrols within the harm spots, officers were directed to undertake a minimum of 15 min and a maximum of 20 min of foot patrol with the police vehicle parked in a prominent and visible position. Officers were further guided to engage with the public in conversation and adopt a public engagement approach rather than seeking enforcement opportunities such as stop and account or stop and search (unless presented with spontaneous incidents or information that required police intervention).
The concept of hot spots policing began with the observation that 3% of places in Minneapolis were responsible for 50% of all calls for service (Sherman et al.,
These concentrations of high harm in a tiny fraction of all places invited experiments in concentrating police presence in the same fraction (e.g. Sherman & Weisburd,
Braga et al. (
In the summer of 2009, in Philadelphia, 200 police officers across 60 violent hotspots implemented a randomised controlled trial to test the effectiveness of foot patrol against violent crime. The experiment found substantial reductions in crime, with treatment locations reducing counts of violent crimes compared to control locations by 23% (Ratcliffe et al.,
While foot patrol was the exclusive treatment in the Philadelphia trial, two recent and supportive studies suggest the additional benefit of “residual deterrence” (Barnes et al.,
One of the best-known discoveries was Koper’s (
The Barnes et al. (
The use of a crime harm index is essential to policing experiments on reducing street-visible violence. The recognition that all crimes are not created equal, and of the need for a Crime Harm Index (Sherman,
Reasons for a more consistent adoption of the Cambridge Crime Harm Index include its simplicity of application, consistent metrics of sentencing start points, and cost-neutral application within an organisation (Sherman et al.,
Although significant progression has been made in the quest to present clarity of the data recorded by police and a true reflection of public safety, there remains a reluctance to move away from traditional crime counts and raw numbers. Sherman et al. (
At present, the UK is utilising multiple methods with crime count remaining prevalent but complemented by the Cambridge Crime Harm Index (Sherman et al.,
Does one foot patrol per day (of 15 to 20 min) conducted in serious violence harm spots reduce street-visible crime harm and frequency relative to no foot patrol in the same hot spots, and if so by how much?
We identified 20 hot spots of 150m2 each on the basis of community violence defined as serious assaults, robbery, and drug dealing in the Southend-on-Sea area of Essex Police, with boundaries geo-fenced to collect GPS measures of foot patrol presence generated by hand-held electronic trackers issued to officers directed to perform patrols. All street-visible crimes were counted for each of the 90 days of the experiment in each hot spot.
Southend-on-Sea is a coastal town with a population of 183,100 (89,100 males, 93,300 females), which doubles with daily visitors during the months of June, July, and August. Additional social data provided by Southend-on-Sea District Council reveals that there are 5700 households within the district that contain occupants who are all unemployed, which equates to 10.6% of all households against 14.6% nationally.
The identification and selection of crime harm spots was performed in four steps. First, a crime query for violence and associated crimes led to the following section criteria in the ATHENA crime records system. First, the categories of violence with injury, robbery, and drug trafficking were the “community violence” crimes used to select the areas of concentration. Domestic abuse offences were excluded because they generally occur indoors out of the sight of police patrols. Second, the data analysis period was the 12 months to 23rd March 2020, the official date of the COVID-19 lockdown in the UK. An ATHENA enquiry indicated that there were 1381 offences in total for Southend-on-Sea contributing to a cumulative CHI harm total of 283,546 years of recommended imprisonment. The breakdown is displayed in Table Southend-On-Sea community violence crime count and crime harm 2019–2020 Crime Sub Count Harm VWI GBH/Att murder 111 165,710 VWI Other wounding 967 22,151 Robbery Personal 186 67,890 Robbery Business 17 6205 Drug trafficking PWITS 100 21,590.5 1381 283,546
Third, a KDE (kernel density estimation) hotspot technique was used to identify clusters of crime within a 150-m area, weighted by the crime harm index to create harm spots. In Southend-on-Sea, most hotspots of violence were highly clustered or around “hot points” rather than being dispersed. Violence in Southend-on-Sea is intensely clustered in the central business district/town centre areas.
Fourth, an additional test was undertaken to identify which harm spots were created by extremely low frequency of very high harm events, which typically would be a geographically isolated assault with intent to cause serious harm (1* Grievous Bodily Harm). Any harm spot clusters with less than 4 eligible crimes, equivalent to less than 1 offence every 12 weeks, were omitted. Figure Violent crime clusters with 4 or more offences within 100 m
This method included the rule that where harm spots clustered, artificial grids were created based on centroids (coordinates) at the centre of the harm spots. The top 20 harm grids were selected for targeting as both control and treatment sites utilising the crossover design, with each one roughly 150 m in size with a 100-m buffer (Fig. The harm spots in Southend-On-Sea
Within these grids, 20% of all violence and 41% of all harm were occurring in 2.6% of the geographic area for a total of 277 offences in 2019–2020.
The randomised allocation was completed using a pre-designed randomiser in Excel and set on day one of the experiment with no alterations during the 90-day period.
Over the 90-day study, each harm spot was defined by control or treatment through randomisation and analysed on the treatment based on its intended delivery, ensuring the studies review is based on the intention to treat (ITT) analysis. This ensures that any place-days that a treatment harm spot was not attended, it would remain, for purposes of analysis, within the treatment group for that day—and vice versa with place-days that were assigned to no-patrol control status but went on to receive patrol treatment in error.
The eight harm spot allocations for each day were printed to give officers the location of only those harm spots requiring a visit for that day. The removal of other harm spots from the prints was to ensure a greater level of compliance. These prints were secured in a daily pack which was sealed at the point of randomisation. The packs were pre-printed each week and labelled by date with officers locating the pack and commencing patrol.
Officers were pre-allocated the overtime space to undertake the treatment. As such prior to the deployment, each officer was emailed the briefing as well as having a printed version within the pack. The briefing provided the officer with all the relevant details on what harm spots are and the theory behind the 15 min patrol period and incorporating the proposed benefits. The briefing also provided a template for officer returns and how to utilise the Global Positioning System (GPS) Tracker.
For this experiment, a “mission” was uploaded, for all 20 harm spots with scene photography and a geo-fenced area, onto the handheld device system. That system then sent an alert sound to the handheld device that officers were issued with to tell them that they were within the harm spot. Officers further developed this system during the deployment by adding markers for the optimum places to park the vehicle and any other location information that they felt may aid other officers attending the harm spot on a future treatment day. All officers had access to the software a backup aid was produced for officers to utilise, which was an application called “What 3 Words.” That geographical locator software was pre-loaded within an Essex Police mobile handset or available privately on personal phones. This allowed the officers to confirm that they were always in the correct location.
Prior to the start of the trial, the first author briefed departments that would have direct impact on the trial such as the Force Control Room and Operational Support Group Commanders to ensure they understood the strict requirements around compliance and ring-fenced patrol status they were provided for the visits. This meant that a layer of authority on not removing the resource for anything other than immediate threat to life incidents was considered during deployments. Each department was then given a 15-min briefing by the first author, in conjunction with the lead analyst (third author), to provide a complete overview of the project and to answer questions from officers, such as “so what?” This briefing was also provided, in separate sessions, to communication officers on dispatch, control room inspectors, and local field supervisors within Southend. These efforts attempted to foster a better understanding of the rationale for the hot spots patrol resource being protected for the deployment period.
Tracking to measure whether officers were patrolling where they were deployed was monitored in three ways: GPS trackers with geo fence mapping panel notifications, the “telematics” system, and officer’s written reports.
The body-worn GPS trackers given to each patrol pair had a dedicated mapping panel for recording location data every 5 s. Predesigned geo-fenced harm spots were pre-loaded to track entry and exit times as well as speed of the tracker so that dip sampling of foot patrol could be undertaken.
The GPS trackers are small and compact at 70 × 39 × 20 mm and weigh only 65 g making them compact enough to add to the police equipment holsters. With up to 15 days battery life from a 2600 mAh battery, the reliability for the periods covered by the officers guaranteed significant tolerance for capturing the treatment period. The GPS tracker utilises a multi-roaming SIM card connected to the best cell network at any given location, and recording data locations every 5 s on the mapping panel. Providing real-time management and oversight throughout the experiment, automated emails for entry and exit of the harm spots were sent to a dedicated email account which prompted a real-time monitoring of the treatment time that was being delivered.
To measure the potential interference of treatment from other officers not working within the trial, a daily report from telematics (GPS data from all police vehicles) had been set up with its own geo-fenced area of all 20 harm spots. The telematics system provided a report on any police vehicle that remained within the harm spot for more than 90 s. This report allowed for the discounting of vehicles on random patrol or passing through on emergency calls. Those vehicles within the harm spot for over 90 s were then manually reviewed and reported within the analysis as additional treatment/dosage.
As Fig. Average additional minutes of patrol presence per day from other sources
In addition to these two ways of collecting data (trackers and telematics) to benchmark against the technology being utilised, all officers returned a manual update via email to the dedicated email account providing their entry and exit times to the harm spot, vehicle fleet number (to be discounted against telematics), and other narrative information such as arrests, incidents that occurred and intelligence obtained and nature of the treatment actually delivered. This was descriptive in the words of the patrolling officer to gauge the public response and activity occurring within the harm spot. From an implementation outlook, this was a mechanism that focussed the officers on the core areas they had been asked to deliver in the harm spot and to ensure they carried it out to allow for a worthwhile return.
It must be noted that the use of an external GPS system for the tracking system (handheld device) is a bespoke product utilised for this study with no current emphasis in force on the use of GPS in tracking foot patrol on a day to day basis. This includes the internal GPS system (telematics) which in force was commissioned and funds obtained through the Home Office Innovation Fund with the focus on protecting officers against unfounded complaints, improving fleet management, improving operational deployment, and reducing demand on officers (the system removes the need for log books and mileage returns).
Treatment days totalling 720 were assigned during the 90 days to receive a 15–20-min foot patrol intervention. In total, there were 708 visits with just 12 uncompleted, which provides an overall compliance of 98.33% during the study period. From the officer submissions, narratives to support non-attendance were collated to understand reasons for non-attendance, most of which seemed unavoidable.
These findings present outcomes from a 90-day randomised crossover trial in Southend-on-Sea conducted between 20th July 2020 and 17th October 2020, in which 720 treatment days totalling 220 h of foot patrol compared against 1080 control days were analysed. In these 220 h, foot patrol prevented an estimated 4741 days of recommended imprisonment under English sentencing guidelines, or almost 13 years in prison, for all of the street-visible offences tracked in the experiment.
Three comparative measures were used to calculate the differences between treatment and control days: 1) sums and means of crime harm, and 2) of crime counts, as well as 3) the use of crime counts and crime harm totals Available sample sizes on successive days of sequential assignment to the same condition—treatment or control Control Treatment N Percent Cum. percent N Percent Cum. percent 1st day 435 40.2% 40.2% 433 60.2% 60.2% 2nd day 251 23.2% 63.5% 165 22.9% 83.2% 3rd day 157 14.5% 78.0% 66 9.2% 92.4% 4th day 91 8.4% 86.4% 27 3.8% 96.1% 5th day 53 4.9% 91.3% 18 2.4% 98.5% 6th day 34 3.1% 94.4% 7 1.0% 99.4% 7th day 27 2.5% 96.9% 3 0.4% 99.9% 8th day 13 1.2% 98.1% 1 0.1% 100.0% 9th day 10 0.9% 99.0% 10th day 6 0.6% 99.5% 11th day 2 0.2% 99.7% 12th day 2 0.2% 99.9% 13th day 1 0.1% 100.0% Totals 1080 720
Table Community violence on treatment and control days Community violence Control Treatment Diff. % Effect sizea Sample size 1080 720 Sum of crime harm 10,045 770 −92.33% N/A N/A Mean of crime harm per day 9.3 1.07 −88.49% <0.01** 0.81 Sum of crime harm (outliers removed) 4205 770 −92.9% N/A N/A Mean of crime harm (outliers removed) 3.89 1.07 −72.49% 0.01** 0.67 Sum of crime count 34 6 −81.1% N/A N/A Mean of crime count 0.03 0.008 −73.33% <0.001** 1.6 aCohen’s bExcludes any offences where the crime-harm value exceeds 3 years (1096 days) of recommended incarceration *
As Table Street visible violence on treatment and control days Street visible crimes Control Treatment Diff. % Effect Sizea Sample size 1080 720 Sum of crime harm 13,316 5717 −57.1% N/A N/A Mean of crime harm 12.33 7.94 −35.6% 0.11 0.18 Sum of crime harm (outliers removed) 5651 1702 −69.88% N/A N/A Mean of crime harm (outliers removed) 5.23 2.36 −54.88% 0.03* 0.26 Sum of crime count 139 63 −54.86% N/A N/A Mean of crime count 0.13 0.09 −31% <0.001*** 0.66 aCohen’s bExcludes any offences where the crime-harm value exceeds 3 years (1096 days) of recommended incarceration *
Table
Taking the finding of a mean level of 7.94 days of harm from street-visible crime in the patrol status, we can subtract that value from the mean of 12.33 CHI days of harm on days in the control group status. The result shows that on each patrol day, a mean of (12.33–7.94=) 4.39 days of CHI-measured harm was saved on each patrol place-day, with 15–20 min of patrol. Since the experiment actually assigned the patrols on 720 treatment place-days, the total CHI days saved was 4.39 per place-day X 720 = 3161—the equivalent of 8.66 years in prison.
This study was led by a “pracademic,” a category of police professionals that may be the key drivers of implementation and compliance outcomes. As Barnes et al. (
This study has highlighted that violent crime can be deterred through the use of visible policing, a beacon of guardianship that generated the necessary influence on offenders without direct and traditional contact with them. As demonstrated in the decay of the treatment, its impact was so deep that it drove reductions not only within the study’s key driver, violence, but all street visible crime.
The findings of the study were achieved with a modest allocation of £22,750 of Home Office Surge funding from an allocation of £1,160,000 to Essex Police in the year 2020/21. The initial findings were reported to the Home Office and Policing Minister in December 2020, resulting in Home Office analysis of the data and formal discussions on implementation. The subsequent dialogue and support this research provided has since driven the Violence Reduction Unit Funding Application Guidance (2021a) stipulating that 85% of allocated funding must be utilised to target hot spots using methods proven to deal with violent crime at micro-locations. The activity, methodology, and implementation have all been draw from this Randomised Control Trial (Operation Ark) and published via the Home Office to all forces within the Grip Funding: Hotspots Framework (2021).
A key point is that this study was all delivered using overtime. This dealt with a number of factors that would normally affect such interventions, such as the ability to be shown as additional officers undertaking a bespoke patrol and unavailable for redeployment by the Force Communication Room or Gold Commander. The use of Home Office funding and the requirement for quarterly returns provided the final additional layer of protection in the delivery.
The experiment has demonstrated significant reductions in crime harm and crime count for community violence, and the possibility to replicate the patrol strategy in other towns and cities.
The study’s findings do tend to support one significant observation. The findings on compliance levels of 98.33% were a major outcome. The protection of the officers from re-deployment in a policing environment that still reacts to demand by all callers ensured that each day, all 8 harm spots allocated could be attended. The last element, and just as significant, is that the officers undertaking the patrol undertook the task knowing they were free from additions to their workloads through incident or crime attendance. These elements weighing on the minds of officers, coupled with the overwhelming cost benefit that dedicated officer patrols provided, lead us to recommend that for a successful and continuous benefit, forces should seek to implement dedicated (specialised) “crime suppression patrol” officers.
The findings of this experiment also provide evidence of strong implementation that further studies can replicate. From initial planning to pre-implementation, there was significant investment focussed on the administration of the experiment and the knowledge briefings delivered to those participating. Each officer was subject to an evidence-based policing input and demonstration of the tracking that would be undertaken. This coupled with deployment packs and daily feedback sought to provide the inclusivity that they were part of the study and subsequent findings. It is by such details that implementation can succeed, and serious violent crimes can be prevented.
This study was funded through “surge funding” from the Home Office for England and Wales, which saw Essex Police allocated £1,152,435 for the year 2020/21. It was also supported by the Senior Leader Degree Apprenticeship/Master of Studies programme in applied criminology and police management at the University of Cambridge. The first author is indebted to all of those officers who kindly agreed to participate in this study and delivered a quality policing experiment. He is particularly grateful to his apprenticeship mentor, Chief Superintendent Andrew Mariner.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.