Crime analysis is a critical aspect of modern law enforcement and criminal justice, making it possible to transform raw crime data into actionable insights that can be used to reduce crime. By examining patterns in data, identifying "hot spots" for crime, and studying the conditions surrounding criminal activity, law enforcement professionals can use an evidence-based approach to better understand why crime occurs and determine appropriate interventions.
So, what exactly is evidence-based crime analysis, what does it entail, and what kinds of skills does it take to qualify for crime analyst jobs in the field? We're diving into this and more below.
Specifically, evidence-based crime analysis is a strategy that draws on the use of data analytics and research findings to better understand criminal activity. Those who work in crime analysis may look at data points as they relate to things like victims, offenders, the timing of criminal activity, and the locations where incidents take place.
It can be helpful to think about evidence-based crime analysis within the broader scope of data-driven and problem-oriented policing, which experts have described as "a decision-making process which integrates the best available evidence, professional judgment, and community values, preferences, and circumstances."
When you think of police work, you might tend to think about police officers responding to calls for help. And while reactive policing is an important aspect of the job, the reality is that many law enforcement agencies are now incorporating a more proactive approach in the form of data-driven policing.
Through data-driven policing and GPS crime mapping, for example, analysts might discover that a string of burglaries has been occurring in the same few blocks. This, in turn, could result in more patrol officers being assigned to the affected areas to deter future crime.
Today's law enforcement agencies are often limited in their personnel, time, and funding — yet they're continuously expected to do more with less. Through the use of evidence-based crime analysis, law enforcement leaders can determine how and where to allocate their limited resources for the greatest impact.
Likewise, evidence-based policing and crime analysis provide a solid basis for evaluation, as agencies can compare crime statistics before and after interventions to determine their effectiveness. All of this can lead to more effective and intelligence-led policing.
One of the most common ways in which evidence-based crime analysis is used is to better understand crime patterns. Certain types of crime may be more likely to occur at certain times of the day, in specific locations, or against certain populations of victims. One goal of evidence-based crime analysis is to pinpoint those relationships to support investigations, resource allocation, and crime prevention.
In intelligence analyst jobs, for example, professionals may carefully examine characteristics like the types of offenses occurring, their time/location, and the characteristics of both suspects and victims. From there, they can identify long-term trends in criminal activity or series of crimes with similar characteristics that may be interconnected.
Analysts use a wide range of policing strategies and tools to make these connections, with some common examples including:
Although data alone can provide some clues, the reality is that it doesn't inherently explain criminal behavior on its own. Instead, analysts are responsible for looking more closely to determine what might be going on behind the data.
For example, crime databases might call out an increase in thefts within a certain geographical area. However, it might take an experienced crime analyst to look more closely at incident narratives, witness statements, and environmental factors surrounding the crimes to make connections through link analysis and determine why certain crimes are happening.
Evidence-based crime analysis is also useful for pinpointing hot spots, which are geographical areas where criminal events occur at higher-than-average levels. These crime hot spots can be individual addresses, intersections, or larger areas. They can inform hot spot policing, or the strategic placement of patrol officers to deter future crime.
In most cases, crime is highly concentrated rather than distributed evenly across a community. That's because a small percentage of geographic locations and addresses account for the majority of criminal activity in any given area. Criminals may commit crimes in places that they deem easier targets, such as unmonitored parking lots and poorly lit pathways. Likewise, daily travel routes and areas with higher foot traffic may be more likely to become hot spots for crime.
Today, GIS technology makes it possible for data analysts to visualize where incidents occur and even compare concentrations of crime across time periods. This, in addition to strategies like crime mapping, can reveal trends and patterns that may otherwise be difficult to visualize with raw data alone.
Of course, pinpointing a crime hot spot is only the beginning of an important process. Crime analysts also need to determine why hot spots have developed. They might look at such factors as lighting, traffic patterns, business practices, and other details about the area that might create opportunities for criminals. By understanding these factors, law enforcement teams can allocate resources and combat crime more effectively.
When incorporated with problem-oriented policing, evidence-based crime analysis can be especially useful. Rather than responding to individual incidents indefinitely, problem-oriented policing aims to proactively identify recurring problems, reveal their root causes, and develop tailored responses to mitigate future crime. This process is often carried out using SARA model policing, which stands for:
Ultimately, the value of crime analysis is measured by how effectively interventions lead to lower crime rates and better outcomes. So, how is crime data translated into the most effective interventions? There are a few different factors at play here.
Depending on the root causes of crimes, agencies may choose to implement situational interventions, environmental responses, or a combination of both. Specifically, situational interventions aim to address crime by changing the conditions that make committing certain crimes easier. This may include, for example, installing security lighting in a previously dim parking lot.
In other cases, environmental responses may be deployed to change the specific conditions that create opportunities for crime.
Meanwhile, enforcement and community-based responses can also be highly effective in addressing crime. For example, enforcement may be an important response when analysis pinpoints specific locations, times, or offenders. Agencies may deploy additional patrol officers in hot spots as a targeted crime reduction strategy — or community partnerships may be used to gain perspectives that law enforcement teams may not have access to otherwise.
Does a career as a crime analyst sound appealing to you? If so, you might be wondering what kinds of skills you'll need to thrive in these types of criminal justice jobs.
For starters, effective crime analysts need to have strong analytical skills, as these are critical for recognizing patterns and evaluating evidence. Critical thinking is an especially important skill here, as crime data alone isn't enough to make these kinds of connections.
Meanwhile, crime analysts need to possess some technical skills as well. From working with crime analysis software and spreadsheets to GIS platforms and visualization tools, these professionals need to be proficient in a number of tools and technologies to carry out their work effectively.
Finally, crime analysts need to possess some core competencies that include strong communication skills and the ability to collaborate with others. On any given day, for example, a crime analyst or cyber security analyst may need to work with a crime scene investigator, emergency management member, police officer, forensic science professional, or other expert in the field.
A crime analyst career can also open up opportunities to other law enforcement jobs with police agencies, intelligence units, government offices, and even private-sector employers. Ultimately, where this career takes you will depend on your level of education, experience, and unique interests in the field itself.
What does it take to get into crime analysis? Education is key, especially when it comes to building the criminal justice knowledge, analytical skills, and technical proficiencies needed to thrive in this type of role. For many aspiring crime analysts, a minimum of an undergraduate criminal justice degree, homeland security degree, criminology degree, or public safety degree is a must. Through coursework in topics like analytics methods, crime mapping, and data visualization, aspiring crime analysts may build the skills they need while gaining practical, hands-on experience.
Many employers may also prefer candidates who have prior law enforcement experience, police officer training, or other scenario-based training as part of their crime analyst requirements, though this can vary greatly from one employer to the next.
Through evidence-based crime analysis, agencies can turn even the most complex of raw data into meaningful and proactive crime mitigation. If this line of work interests you, the right degree program could make all the difference. At Indiana Wesleyan University, our new Bachelor’s Degree in Intelligence and Criminal Analysis is designed to prepare students for high-demand careers in criminal analysis, threat assessment, and cyber intelligence in the public and private sectors.
Get in touch to request more information about this program or get started with your application for admission.Evidence-based crime analysis uses data, research, and proven methods to understand crime problems and guide policing decisions. Rather than relying on instinct or reacting to individual incidents, analysts examine patterns, identify where crime concentrates, and use rigorous approaches to develop targeted, effective responses. The goal is to shift from reactive policing to informed, strategic problem-solving that uses resources better and produces measurable reductions in crime and disorder.
Crime patterns are recurring trends or connections among criminal incidents — such as a series of similar offenses in a particular area or committed in a similar way. Identifying these patterns helps analysts and police understand what's happening, anticipate where problems may continue, and respond more effectively. Recognizing patterns is a foundational skill in crime analysis because it turns scattered data into a coherent picture that can guide practical interventions.
Crime hot spots are very small areas, such as specific addresses, street blocks, or clusters of blocks, that experience high levels of crime or disorder. Research consistently shows that a small number of these high-activity locations account for a large share of a jurisdiction's crime. Because crime concentrates so heavily in these places, hot spots are an important focus for police, allowing them to direct attention and resources where they'll have the greatest impact.
The SARA model is a systematic problem-solving framework widely used in problem-oriented policing. SARA stands for Scanning (identifying and defining a problem), Analysis (examining the underlying conditions and causes), Response (designing and implementing a tailored solution), and Assessment (evaluating whether the response worked and what to adjust). Developed through early problem-oriented policing projects, the model helps police move beyond simply responding to incidents and instead address the root causes of recurring problems.
Crime analysts need strong analytical and critical-thinking skills to interpret data and identify meaningful patterns, along with technical skills for working with crime-mapping and analysis software. Attention to detail, sound judgment, and the ability to communicate findings clearly — through reports and briefings — are also essential, since analysts must translate complex data into actionable recommendations. A combination of data literacy and an understanding of criminal justice make for an effective crime analyst.
A career in crime analysis typically begins with a relevant education, often a degree in criminal justice, criminology, or a related field, which builds knowledge of both the justice system and analytical methods. Developing data analysis skills, learning crime-mapping tools, and gaining hands-on experience through internships or entry-level roles can strengthen your qualifications. Because the field increasingly values data-driven, evidence-based approaches, building strong analytical and technical skills is one of the best ways to prepare for and advance in this growing career.
