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Qualitative Crime Pattern Identification

Monday, December 2, 2024

Time and Conditions

All crimes occur in time, and when those crimes form patterns, they are often referred to as temporal crime patterns. While time is an objectively measurable phenomenon, temporal crime patterns have many nuances and include other elements, such as location, affected by weather conditions and demographics. 

Examples of temporal crime patterns:

  • Spike in residential burglaries during weekdays when homes are typically unoccupied due to work or school.

  • Spike in commercial burglaries on weekends when businesses are closed and areas around them are deserted.

  • Rise in thefts from vehicles during warm summer months when people leave windows open or belongings unattended.

  • Spike in vehicle thefts during cold winter mornings when owners warm up their cars and leave them unattended.

  • Surge in assault incidents around closing time at bars and nightclubs.

  • Increase in incidents of public disorder, including fights or disturbances, during major sporting events or festivals.

  • Rise in bicycle thefts during summer when more people are out cycling.

  • Surge in retail thefts during the holiday season, particularly in the weeks leading up to major gift-giving holidays.

Examples of Time Variables

Day of the Week:

  • weekdays 

  • weekends 

  • specific weekdays

Time of Day:

  • specific time

  • morning 

  • midday 

  • afternoon

  • evening 

  • nighttime 

  • late night 

  • specific time range 

  • daylight hours

  • darkness 

  • dawn or dusk

Day of Month:

  • specific days of the month

  • beginning or end of the month paycheck distribution

  • specific days of the month paycheck distribution

  • moon phases (full moon, new moon, etc.)

Time Duration of Criminal Activity:

  • brief incidents (snatch-and-grab thefts)

  • extended incidents (burglaries, hostage situations)

  • patterns of repeated incidents over time (serial crimes)

  • patterns when one cannot pinpoint the exact time

Seasonal/Periodic Patterns:

  • winter 

  • spring 

  • summer 

  • fall/autumn 

  • holidays and special occasions 

  • travel seasons

  • school calendar

  • tax season

  • inventory periods for businesses

Yearly Time Patterns:

  • significant dates or anniversaries criminals choose to commit crimes 

  • long-term trends in specific types of crimes

  • comparisons of crime rates over time

School-Related Time:

  • before school hours

  • during school hours

  • after school hours

  • school breaks and holidays

Travel/Traffic Times:

  • morning rush hour 

  • evening rush hour 

  • holiday travel peaks

  • public transportation schedules

Shift Work/Shift Changes:

  • day shift 

  • evening shift 

  • night shift 

  • rotating or irregular shifts

  • workplace shift changes

  • law enforcement shift changes

  • security guard shift changes

Events and Gatherings:

  • festivals and parades

  • sporting events and matches

  • concerts and performances

  • political rallies or demonstrations

  • significant events for specific cultures or religions

  • peak tourist seasons in specific areas

Seasonal or Weather-Related Factors:

  • daylight saving time changes

  • temperature extremes (very hot or very cold weather)

  • severe weather conditions (storms, heavy rain)

  • basic weather descriptions: clear skies, rainy, snowy, foggy, windy, hot, cold

  • long-term changes in climate leading to social and economic disruptions

  • longer-lasting effects of natural disasters, such as displacement and increased vulnerability

Time of Scheduled Deliveries:

  • postal or courier services

  • freight deliveries

  • online shopping deliveries

Opening and Closing Hours:

  • retail store opening or closing times

  • bar and restaurant opening or closing times

  • office building opening or closing times

Time of Routine Activities:

  • school drop-off or pick-up times

  • commuting hours

  • peak hours for bars, clubs, and restaurants

  • opening and closing times

  • ATM cash replenishment times

Time of Critical Infrastructure Maintenance

  • power outage or maintenance schedules

  • road or transportation network maintenance schedules

Time-Based Vulnerabilities

  • walking alone at night

  • when security measures are lax

  • when emergency services cannot access an area

  • strikes, changes in public transport routes/times, or major infrastructure projects 

  • periods of economic instability 

  • pandemics and public health crises

Absence in Time from Place:

  • patterns of no criminal activity when a prolific offender is incarcerated

  • crime pattern activity ceased because offender moved away or was away for a span of time

Significant Dates or Anniversaries Examples:

  • April 20th: This is Adolf Hitler's birthday and has been used by white supremacist groups and other far-right extremists as a day of significance.

  • April 19th: This date marks the anniversary of the 1995 Oklahoma City bombing and the end of the Waco siege in 1993. Some anti-government or extremist groups may view this date as significant.

  • June 17th: On this date in 2015, a white supremacist killed nine African Americans in a church in Charleston, South Carolina. This date may hold significance for those motivated by racial hatred.

  • July 22nd: On this date in 2011, a far-right extremist in Norway killed 77 people in a bombing and mass shooting. This date may hold significance for far-right extremists.

  • August 12th: This date marks the anniversary of the 2017 "Unite the Right" rally in Charlottesville, Virginia, where a white supremacist drove his car into a crowd of counter-protestors, killing one.

  • September 11th: Known primarily for the 2001 attacks on the World Trade Center and the Pentagon, this date may hold significance for various extremist groups.

  • Dates associated with religious holidays or observances: Perpetrators may choose dates that are significant to the religion of the group they are targeting. This could include Christian holidays like Christmas or Easter, Jewish holidays like Passover or Yom Kippur, Islamic holidays like Eid al-Fitr or Eid al-Adha, or any other religious observances.

  • Dates associated with cultural or national holidays: This could include days like Martin Luther King Jr. Day in the United States, which may be targeted by those motivated by racial hatred, or LGBTQ+ Pride Month in June, which could be targeted by those motivated by anti-LGBTQ+ bias.

Reporting and Recording Issues to Consider

Police reports may only include one field to record the time of a crime, but all crimes occur in a period, even if it is merely seconds from the time the criminal event started to the time it ended. Even if a "start" and "end" time is on a crime report, it may not accurately reflect the time. If a summer cottage was burglarized sometime in the off-season, the actual time and duration (how long it took to commit the crime) are unknown if there are no witnesses or video. If someone is robbed by force, they are more likely to be able to provide a beginning and end time to the robbery, and it is possible then to calculate the duration of the crime.


Timelines

In crimes that have steps that take place over time, calculating the time of the crime is more complex. For example, making counterfeit money involves getting the materials and equipment, making the money, and then distributing the money. Investigators and analysts prepare timelines when investigating cases with various steps. 

A timeline visually represents significant events in the order in which they occurred. It displays events in chronological order for investigations and crime pattern analysis.

A timeline is helpful in various ways:

  • Crime linkage: If the same individual or group is committing multiple crimes, a timeline can help investigators see patterns or trends in the times and dates of those crimes. Potentially it can help predict when and where the next crime might occur, aiding in prevention.

  • Incident progression: A timeline helps viewers understand how a crime unfolded. For example, in a kidnapping case, a timeline might start with the victim's last known location and then include times of relevant camera footage, phone calls, and other events that provide insight into what happened.

  • Pattern recognition: Looking at crimes on a timeline can help reveal patterns that might not be immediately apparent. For example, a rash of burglaries might seem random, but when laid out on a timeline, it might become evident that they happen on the same day of the week or at the same time.

  • Correlation with other events: By overlaying crime timelines with other relevant circumstances, investigators can sometimes identify potential triggers or deterrents for crimes. For example, a decrease in crime might correlate with increased police patrols, or an increase might correlate with an economic downturn or significant societal event.

  • Evidence correlation: Investigators can use timelines to link suspects to the crime scene or victim. For example, phone records, credit card transactions, or GPS tracking data can provide time-stamped evidence of a suspect's activities and movements.

Overall, timelines are a tool that helps provide a chronological perspective, which is critical in investigations and crime analysis. They help investigators visualize data over time, see patterns, establish links, and provide a holistic view of the incidents in question.

Trends

While trends are about change in a general direction, change occurs in time. 

Examples of trend crime patterns:

  • the trend of iPhone thefts decreased when better security features (the Apple Activation Lock) made them less appealing to steal 

    as the price of copper increased in 2008, thefts of copper surged enough that the FBI warned that the trend was a threat to the critical infrastructure 


Factors That Affect Crime

The FBI lists factors that are known to affect the volume and type of crime occurring from place to place:

  • Population density and degree of urbanization

  • Variations in the composition of the population, particularly youth concentration

  • Stability of the population in residents' mobility, commuting patterns, and transient factors

  • Modes of transportation and highway systems

  • Economic conditions, including median income, poverty level, and job availability

  • Cultural factors and educational, recreational, and religious characteristics

  • Family conditions such as divorce and family cohesiveness

  • Climate

  • Effective strength of law enforcement agencies

  • Administrative and investigative emphases of law enforcement

  • Policies of other criminal justice system components (prosecutorial, judicial, correctional, and probational)

  • Citizens' attitudes toward crime

  • Crime reporting practices of the citizenry 



Demographics and Crime Patterns

Demographics can help in crime pattern analysis in the following ways: 

Statistical data relating to the population and particular groups is called demographics. These groups include age, sex, income level, race, education, employment status, and other variables. 

• Identifying crime rates: Different demographic groups can have different crime rates. For example, crime rates can be higher among young adults than older adults. Identifying these differences can help law enforcement allocate resources more effectively.

• Understanding victimology: Demographics can help understand who is more likely to become a victim of certain types of crime, which can inform preventive measures and support services.

• Predictive policing: By studying the demographics of areas where crimes are most often committed, law enforcement can make educated predictions about where crimes may occur. This can help in deploying resources more effectively.

• Risk factors identification: Certain demographic factors might correlate with higher crime rates, including poverty, lack of education, or unemployment. Understanding these risk factors can inform broader social policies aimed at reducing crime.

• Understanding perpetrator demographics: Just as demographics can help understand victimology, they can also provide insight into common characteristics of perpetrators. This can assist in focusing investigations.

• Community policing strategies: Understanding the demographic makeup of a community can help police departments develop tailored community policing strategies. This might include outreach programs, community meetings, or other plans to build trust and cooperation between the police and the community they serve

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