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Inspector Jones (Hub Manager) , Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal Forager Domestic Burglary Predictive Mapping

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Page 1: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Inspector Jones (Hub Manager) , Matthew Fielding (Intelligence Analyst)

National Community Safety Conference 2011 - 8th June 2011

Disrupting the Optimal Forager

Domestic Burglary Predictive Mapping

Page 2: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Disrupting the Optimal Forager

Content

Setting the scene

Original Concept and Operational Alterations

Implementation

Development from Original Output

Results

Future Developments

Problems Encountered and Conclusions

Page 3: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Contextual Map

Greater Manchester

Population: 2.6 million

Area: 496 m2

Ethnicity: 88.9% White, 6.5% S. Asian, 1.7% Black, 2.9% Other

Trafford

Population: 212,800

Area: 41 m2

Ethnicity: 89.7% White, 5.1% S. Asian, 2.3% Black, 2.9% Other

Page 4: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Ross and Pease (2007) discussed the possibility of predicting Burglaries based on the ‘Optimal Forager’ theory of offender patterns in an article entitled,

“In domestic burglary, for example, the danger of a further crime is greatest at the home of the original victim and spreads out to some 400 metres, but disappears over six weeks to two months … instead of mapping past events in the conventional way we should map the risk they generate for nearby homes, with the map being dynamic to reflect how the risk declines over time.”

The premise of this was:

Professor Ken Pease B.A., M.A., PhD. OBENick Ross

‘Predicting Where Lightening will Strike’

Original Concept

Page 5: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

There were three main modifications made to the original study to implement the work into Trafford BCU more effectively

The time period of analysis of Burglaries was reduced from six weeks to three weeks.

Implementation of the coloured buffers to highlight diminishing risk over time

Introduction of a temporal aspect to the individual Burglary Predictive Risk areas

Operationalizing the Scientific Theory

Page 6: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Ross and Pease (2007):

“In domestic burglary, for example, the danger of a further crime is greatest at the home of the original victim and spreads out to some 400 metres, but disappears over six weeks to two months … instead of mapping past events in the conventional way we should map the risk they generate for nearby homes, with the map being dynamic to reflect how the risk declines over time.”

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TUEEvery day 00:00-04:00, Particularly 02:00-03:00Also 16:00-19:00 Friday and Monday

Original Theory vs Output

Page 7: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Community Safety Patrollers

Feedback and improvement

Evaluation

Initial idea and development

NPT’s Response Fixed Wing I99TFU RPU

Disseminated to

Feedback and improvement

Evaluation

Implementation

GMFRSDriving School

Page 8: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

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• Risk around Stretford Metrolink is late morning.• Risk from Neighbouring Division every evening 20:00-22:00

Predictive Mapping Output

Page 9: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

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Week Commencing

BDW Counts

Prior to Intervention Mean -1Stdev. -2Stdev. +1Stdev. +2Stdev. Since Intervention

Introduction Week of Risk Mapping

Trafford’s Divisional Trend

Page 10: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Cross Border Offending

Page 11: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Trafford saw 902 burglaries, 2nd lowest count across GMP

YTD 2009, Trafford saw a significant 26.6% decrease (1229 to 902 BDW)(GMP –9.8%, MSG BCU GMP saw an increase of 7%)

Results – 12 month review

Page 12: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Statistically Significant Reduction

£1.06m saved to potential victims (Home Office ave. cost of £3268 per BDW)

‘Dark Nights’ (Period of Clock Change)25/10/09 - 28/03/10 vs 31/10/10 -27/03/11

Trafford: 30% decrease 527 to 368 BDW GMP: 14% decrease 7884 to 7560 BDW

MSG BCU GMP: 8% increase 663 to 716 BDW

Average of 48% decrease in the target areas of Orange and Red (373 to 194 BDW)

Results

BDW Count Orange Red Yellow Blue Outside Total2009/10 139 234 218 159 479 1229

2010/11 66 128 141 97 470 902Change -52.5% -45.3% -35.6% -38.8% -1.9% -26.6%

Outside Predicted zone 38% due to insecurity

Page 13: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Prediction

Investigate the displacement of offences, which were seen in Trafford, to non-predicted areas.

Crime Prediction Intervention Intervention

On-Going Developments

Increased Guardianship of key areas using Partner and wider GMP resources

Improved intelligence via the endorsement of Stop and Search Forms/FIS Submissions

Utilising ARLS effectively

Shift Activity Submissions

Page 14: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Conclusion

Importance of Reading and Understanding the simplicity of the concept

Potential to understand weekly spikes

Focuses on Optimal Forager (highest volume offender)

Scientific approach to assist targeted use of resources (Internal and External)

Improved intelligence gathering and taskings

Non - Engagement

Utilizes current GMP mapping system

Minimal cost in current financial climate

Wallpaper

Page 15: Inspector Jones (Hub Manager), Matthew Fielding (Intelligence Analyst) National Community Safety Conference 2011 - 8 th June 2011 Disrupting the Optimal

Questions and FAQ’s

Inspector Vincent Jones0161 856 [email protected]

Matthew Fielding0161 856 [email protected]

[email protected]