What reduces crime — and what doesn't.
Public safety has more rigorous experimental evidence than almost any other policy domain. It also has more cautionary tales about popular programs that failed evaluation. The gap between what cities fund and what the evidence supports is large.
21
experiments
12
positive results
5
null or negative
11
replicated
Key Findings
01
Targeting — not presence — determines whether policing reduces crime.
The Kansas City Preventive Patrol Experiment (1972) found that increasing or decreasing random patrol had no measurable effect on crime rates, calls for service, or citizen fear. The Kansas City Gun Experiment (1992) targeted the same type of high-crime area but with directed patrol specifically focused on gun detection — and reduced gun crime 49%. The difference is not more or less policing; it is where and how policing is concentrated. Hot-spots research consistently finds that 80% of crime occurs in 3–5% of locations. Interventions targeted to those locations produce consistent reductions; diffuse interventions in the same geography do not.
02
Cognitive behavioral therapy reduces violent crime more reliably than deterrence or information.
The Becoming a Man experiment produced a 44–50% reduction in violent crime arrests among high-risk youth — one of the largest effects ever measured in a criminal justice intervention. Drug courts, which combine judicial supervision with mandatory treatment, produce 8–14 percentage point reductions in recidivism vs. standard prosecution. Both interventions target cognitive processes rather than information, deterrence, or punishment. D.A.R.E., which provides information about the consequences of drug use to youth who already know the consequences, produces no measurable reduction in drug use across 10-year follow-up. The evidence strongly favors mechanism-level targeting: what are the actual cognitive and behavioral processes driving risk?
03
Popular programs frequently fail rigorous evaluation — and continue regardless.
Three of the most widely adopted crime-reduction programs of the past 40 years — D.A.R.E. drug prevention, Scared Straight, and police body-worn cameras — have been subjected to rigorous randomized or quasi-experimental evaluation and found to produce null or negative effects. Scared Straight, a program that persisted for decades across US states, was found by a meta-analysis of 9 RCTs to increase re-arrest rates by 13% vs. controls. Police body cameras in Washington DC produced no measurable change in use of force or civilian complaints in a 2,224-officer randomized trial. Program popularity and political support are not correlated with program effectiveness.
04
Community violence intervention shows promise — but implementation quality drives the effect.
Cure Violence and the Group Violence Intervention model show significant reductions in shootings in some evaluations and null results in others. The best quasi-experimental evaluations (Baltimore, New Orleans, multi-city GVI) find 20–49% reductions in homicides in program areas. The heterogeneity across sites is large and likely reflects implementation quality: Violence Interrupters require deep community trust, which is difficult to scale uniformly. The most consistent finding is for the Group Violence Intervention's 'call-in' model, where law enforcement, community members, and social service providers jointly address the highest-risk individuals. The evidence is promising but not yet at the level of hot-spots policing or CBT programs.
Important Null & Negative Results
These programs are widely used, politically popular, and intuitively appealing. Rigorous evaluation found they don't work — or made things worse. The lesson from each is about mechanism mismatch, not program category failure.
D.A.R.E. — Drug Abuse Resistance Education
Multiple US cities · 1983
Information about drug consequences does not change adolescent drug use behavior. The program's mechanism (awareness) does not match the actual drivers of use (social identity, peer pressure, risk preference).
Scared Straight — Juvenile Awareness Project
New Jersey, USA · 1976
Confrontational exposure to prison culture may increase rather than decrease criminal identity among at-risk youth. The 'scared straight' mechanism is theoretically plausible but empirically harmful.
Police Body-Worn Cameras — Washington DC Randomized Trial
Washington, DC, USA · 2016
Surveillance accountability changes officer behavior in theory but not in the DC RCT. Footage review policies, activation protocols, and enforcement mechanisms may matter more than camera presence.
Kansas City Preventive Patrol Experiment
Kansas City, USA · 1972
Random preventive patrol — driving through an area — does not reduce crime. The deterrence mechanism requires specificity and concentration, not presence.
All Experiments in the Registry
Kansas City Preventive Patrol Experiment
nullKansas City, USA · 1972
Philadelphia Hot Spots Policing
positivePhiladelphia, USA · 1995
Philadelphia Foot Patrol Experiment
positivePhiladelphia, USA · 2009
Body-Worn Camera RCT — Washington DC
nullWashington, DC, USA · 2016
Cure Violence — Chicago
mixedChicago, USA · 2000
Pretrial Risk Assessment Tool (Arnold Foundation)
mixedUnited States (multiple jurisdictions) · 2014
Cognitive Behavioral Therapy for Juvenile Offenders
positiveChicago, IL, United States · 2012
Ban the Box Employment Policy
mixedNew York City, NY, United States · 2015
Court Date SMS Reminders to Reduce Failure to Appear
positiveNew York City, NY, United States · 2015
Becoming a Man (BAM) — Cognitive Behavioral Therapy
positiveChicago, IL, USA · 2015
Minneapolis Foot Patrol Experiment
positiveMinneapolis, MN, USA · 2019
Boston Ceasefire — Group Violence Intervention
positiveBoston, MA, USA · 1996
Hawaii's Opportunity Probation with Enforcement (HOPE)
positiveHonolulu, HI, USA · 2004
Chicago One Summer Plus — Summer Jobs and Violence Reduction
positiveChicago, IL, USA · 2012
Scared Straight — Juvenile Awareness Project
negativeNew Jersey, USA · 1976
Drug Courts — Randomized Trial Evidence Base
positiveMultiple US cities · 1997
Kansas City Gun Experiment — Directed Hot-Spots Patrol
positiveKansas City, MO, USA · 1992
Becoming a Man (BAM) — Cognitive Behavioral Therapy for At-Risk Youth
positiveChicago, IL, USA · 2009
Cure Violence / Group Violence Intervention — Community Violence Interruption
mixedMultiple US cities · 2000
Police Body-Worn Cameras — Washington DC Randomized Trial
nullWashington, DC, USA · 2016
D.A.R.E. — Drug Abuse Resistance Education
nullMultiple US cities · 1983
What the Evidence Cannot Yet Tell Us
What is the long-run effect of Becoming a Man at 5–10 years post-program? The 3-year follow-up shows persistence, but the evidence thins out.
Which specific elements of hot-spots policing produce the effect — officer presence, gun seizures, community contact, or some combination?
Does community violence intervention work in cities where Violence Interrupters lack deep pre-existing community relationships?
What are the community trust and civil liberties costs of aggressive hot-spots policing — and how do these trade off against crime reduction?
Does the Group Violence Intervention produce long-run reductions in violence or merely displace the timing of shootings?