finding the important bits from primary research

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Finding the important bits from primary research What Works Global Summit 28 th September 2016 Dr Lisa Tompson University College London [email protected] UCL DEPARTMENT OF SECURITY AND CRIME SCIENCE

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Page 1: Finding the important bits from primary research

Finding the important bits from

primary research

What Works Global Summit

28th September 2016

Dr Lisa Tompson

University College London

[email protected]

UCL DEPARTMENT OF SECURITY AND CRIME SCIENCE

Page 2: Finding the important bits from primary research

Overview

• The ‘EMMIE-ability’ of the current crime reduction evidence

base

– At systematic review level

– At primary study level

Page 3: Finding the important bits from primary research

Searching for SRs - inclusion criteria

• Systematic review or meta-analysis

• Measured outcome of crime reduction

• Focused on a single intervention

~17,000 studies

838 studies

337

studies

82 studies

Page 4: Finding the important bits from primary research

Sample (82 SRs of single interventions)

Page 5: Finding the important bits from primary research

Effect Size (EMMIE)

Page 6: Finding the important bits from primary research

Mechanisms (EMMIE)

Page 7: Finding the important bits from primary research

Moderators (EMMIE)

Page 8: Finding the important bits from primary research

Implementation (EMMIE)

Page 9: Finding the important bits from primary research

Economics (EMMIE)

Page 10: Finding the important bits from primary research

What have we learnt?

• Appraising quality is subjective automated Q-scoring

helps to standardise

• Most reviews don’t use the language of EMMIE

– Different fields have very different reporting conventions

• The evidence is generally weak on effect, and often on

other dimensions, BUT:

– Inherent selection bias

– We need to remember that reviews rely on primary study evidence

Page 11: Finding the important bits from primary research

What’s in primary studies for EMMIE?

• To date we have done systematic reviews on:

Page 12: Finding the important bits from primary research

Effect Size (EMMIE)

• Randomised control trials are scarce in crime prevention

– None in anti-theft tag literature

• Threats to bias are common

StudySelection

bias

Measurement

bias

Regression

to the

mean

Contamination

effects

Farrington et al. 1993 Medium Low Medium Medium

Bamfield, 1994 High Medium Unclear Medium

DiLonardo and Clarke, 1996 Medium Medium Unclear Medium

Hayes and Blackwood, 2006 Medium Low Low Medium

Beck and Palmer, 2011 Medium Medium Medium Medium

Retailer A 2015 Medium High High Unclear

Retailer B 2015 High High High Unclear

Page 13: Finding the important bits from primary research

Mechanism-related information in the studies

33%

Yes,

explicitly

19% Yes,

alluded to

48% Not

mentioned

• 25 studies mentioned tag-

related mechanisms

• We spoke to retailers and

loss prevention managers

to corroborate the

literature

Page 14: Finding the important bits from primary research

Mechanism > Effect

Increase the

effort

Increase the risks Reduce the

rewards

Reduce

provocation

Remove excuses

1. Target harden 6. Extend

guardianship

11. Conceal

targets

16. Reduce

frustrations and

stress

21. Set rules

2. Control access

to facilities

7. Assist natural

surveillance

12. Remove

targets

17. Avoid

disputes

22. Post

instructions

3. Screen exits 8. Reduce

anonymity

13. Identify

property

18. Reduce

emotional

arousal

23. Alert

conscience

4. Deflect

offenders

9. Utilize place

managers

14. Disrupt

markets

19. Neutralise

peer pressure

24. Assist

compliance

5. Control

tools/weapons

10. Strengthen

formal surveillance

15. Deny

benefits

20. Discourage

imitation

25. Control drugs

and alcohol

Page 15: Finding the important bits from primary research

Mechanism > Effect

Increase the

effort

Increase the risks Reduce the

rewards

Reduce

provocation

Remove excuses

1. Target harden 6. Extend

guardianship

11. Conceal

targets

16. Reduce

frustrations and

stress

21. Set rules

2. Control access

to facilities

7. Assist natural

surveillance

12. Remove

targets

17. Avoid

disputes

22. Post

instructions

3. Screen exits 8. Reduce

anonymity

13. Identify

property

18. Reduce

emotional

arousal

23. Alert

conscience

4. Deflect

offenders

9. Utilize place

managers

14. Disrupt

markets

19. Neutralise

peer pressure

24. Assist

compliance

5. Control

tools/weapons

10. Strengthen

formal surveillance

15. Deny

benefits

20. Discourage

imitation

25. Control drugs

and alcohol

Page 16: Finding the important bits from primary research

Contextual variations that Moderate the effect

• Type of tag

– Hard vs. soft vs. ink tags

– Overt (with or without warning message) vs. discreet

• Type of shop

– Layout

– Staff availability and willingness to intervene

– Other security: signs, guards, CCTV

• Tagging strategy

– Product lines

– Dosage

– Source-tagged vs. tagged in store

Page 17: Finding the important bits from primary research

Implementation > Mechanism > Effect

Increase the

effort

Increase the risks Reduce the

rewards

Reduce

provocation

Remove excuses

1. Target harden 6. Extend

guardianship

11. Conceal

targets

16. Reduce

frustrations and

stress

21. Set rules

2. Control access

to facilities

7. Assist natural

surveillance

12. Remove

targets

17. Avoid

disputes

22. Post

instructions

3. Screen exits 8. Reduce

anonymity

13. Identify

property

18. Reduce

emotional

arousal

23. Alert

conscience

4. Deflect

offenders

9. Utilize place

managers

14. Disrupt

markets

19. Neutralise

peer pressure

24. Assist

compliance

5. Control

tools/weapons

10. Strengthen

formal surveillance

15. Deny

benefits

20. Discourage

imitation

25. Control drugs

and alcohol

Page 18: Finding the important bits from primary research

Conclusions

• Extracting information that speaks to EMMIE is a murky

business

• Synthesising EMMIE data requires in-depth understanding

– Of crime prevention theory

– Of evaluation theory

• Systematic review evidence depends on primary studies,

so it is crucial that we raise awareness of EMMIE

• Reporting guidelines are an aspiration

Page 19: Finding the important bits from primary research

Thank you

Aiden Sidebottom, Amy Thornton, Lisa Tompson, Jyoti Belur,

Nick Tilley, Kate Bowers and Shane D. Johnson

University College London

[email protected]

UCL DEPARTMENT OF SECURITY AND CRIME SCIENCE