Executive Summary

In the previous essay, I argued that evidence-based policing in 2026 is best understood not as a catalog of approved tactics, but as a way of making intentional decisions under constraint. If that framing is correct, then the next challenge is structural. Policing does not suffer from a shortage of research. Over the past two decades, scholars have built a substantial and increasingly consistent body of evidence about what strategies reduce crime and improve outcomes. The greater constraint today is not whether we understand what works, but whether agencies possess the internal infrastructure required to translate that knowledge into sustained practice. What the field faces at this stage is less an evidence deficit and more an implementation deficit. The intellectual maturation of evidence-based policing has outpaced the development of the organizational systems necessary to operationalize it.

For much of the past two decades, a central question in evidence-based policing was whether particular strategies were effective. Researchers evaluated tactics, refined understanding of mechanisms and context, and strengthened the empirical foundation of the field. There is now broad agreement on several core principles: concentrating resources on high-risk places and people tends to outperform uniform distribution; proactive activity often produces greater impact than purely reactive patrol; tailoring responses to specific problems yields stronger results than generic enforcement. Most agencies are not struggling because they lack awareness of these findings.

The difficulty emerges at the point of execution. Agencies may endorse place-based strategies yet lack disciplined processes for reassessing micro-locations as patterns shift. They may prioritize proactive work but have limited visibility into how officer time is actually allocated across calls for service and self-initiated activity. Analysts may produce thoughtful reports that are not embedded in decision routines that adjust deployment or tactics. In these situations, the problem is not disagreement with the evidence. It is the absence of structured systems that connect problem identification, strategy selection, deployment, supervision, and assessment in a repeatable practice.

Hot spots policing illustrates this gap. The research supporting focused attention on micro-locations with persistent crime is substantial and largely consistent. Concentrating activity at small, stable concentrations of risk has repeatedly been associated with measurable reductions and limited displacement. Yet identifying a cluster of incidents on a map does not operationalize the strategy. Sustained implementation requires a disciplined method for defining locations based on stable patterns rather than anecdote, determining whether those patterns warrant sustained attention, clarifying expected activity and duration, and monitoring whether the strategy is delivered as intended. It also requires a mechanism for assessing results and adjusting course. Frameworks such as PANDA, which move deliberately from problem identification through analysis, strategy nomination, deployment, and assessment, illustrate what structured implementation can look like. Without such infrastructure, hot spots policing risks remaining a research-supported idea rather than a routine management practice.

Infrastructure in this context extends beyond software or dashboards. It includes leadership routines that regularly examine where crime and workload concentrate, analytic capacity that translates research into locally relevant strategies, and supervisory expectations that make activity visible and revisitable. Technology plays an enabling role, but it is not sufficient on its own. Disciplined organizations with thoughtful leadership can implement evidence-based strategies with relatively simple tools. 

However, fragmented data systems and manual processes introduce friction that makes sustained implementation difficult. Modern data integration and analytic platforms reduce that friction by making patterns, activity, and outcomes visible in near real time. At the same time, technology cannot substitute for organizational engagement. Without supervisors who ask whether strategies are delivered as intended, and without leaders willing to revisit decisions as conditions change, even sophisticated systems will fail to translate evidence into practice.

The next phase of evidence-based policing will not be defined by the publication of another landmark study. It will be defined by whether agencies invest in the internal capacity required to engage seriously with the evidence that already exists. That means building analytic support into routine management, creating decision structures that connect strategy to assessment, and treating data systems as operational infrastructure rather than administrative afterthoughts. Departments do not need to wait for new research before acting. The opportunity in front of policing is not to discover entirely new ideas, but to build organizations capable of using what we already know - deliberately, consistently, and under real-world conditions.

About Jacob Cramer, Ph.D.

Dr. Cramer serves as the Director of Data Innovation at ForceMetrics, where he leads efforts to turn scattered law enforcement data into actionable insights for public safety agencies. He holds a Ph.D. in political science with a focus on terrorism and counter-terrorism and previously served as the Analysis Administrator for the Tucson, AZ Police Department, where he built one of the nation’s leading police analytics teams.