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Analysis Report Predictive Policing

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Predictive Analysis Report Predictive policing aims to enhance law enforcement efforts by using data analysis and technology to predict and prevent crime (Guzman, 2019). Predictive policing seeks to anticipate where and when crimes are likely to occur, allowing law enforcement agencies to deploy resources proactively to deter criminal activity. By identifying high-risk areas and times, police can allocate their resources more efficiently, focusing on areas with the highest probability of criminal activity. Law enforcement agencies gather various types of data, including crime reports, arrest records, demographic information, and environmental factors such as weather and time of day. Law enforcement agencies deploy officers and resources to the predicted high-risk areas and times, aiming to …show more content…

Overall, predictive policing harnesses data-driven insights to inform law enforcement strategies, aiming to reduce crime rates and improve public safety. Current Predictive Techniques Law enforcement agencies in Arizona utilize GIS technology to map crime data and identify hotspots. By visualizing crime patterns geospatially, police can allocate resources effectively and implement targeted interventions in areas with the highest crime rates. Some police departments in Arizona utilize predictive analytics to forecast future crime trends. By analyzing historical crime data and other relevant factors, predictive models can identify potential crime hotspots and times, enabling proactive policing strategies. By identifying crime hotspots and trends, predictive policing allows for the more efficient allocation of limited police resources, improving response times and overall effectiveness. Successes and Failures Existing or former predictive policing programs have demonstrated both successes and failures, with varying effects on

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I think you might have mixed directed patrol 's definition with proactive policing. Directed patrol focuses on concentrating police presence in area 's where crimes are prevalent, while proactive is where police actively tries to arrest criminals before crimes are committed rather than from receiving an call about a crime. After possibly clearing up any misconceptions about the two kinds of patrols, which would you find the most useful? From your discussion board post, it sounded like you meant that proactive patrol was more effective, is that still the case our have you changed your

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Training was not only provided for officers but also for community members. The Chicago Alternative Policing Strategy wanted officers to be prepared for all situations and community members to be able to help officers and help themselves in emergencies. The more efficient use of city services and new technology helped CAPS to be fully established as a respected community policing initiative. In an interview about the CAPS program reported on the American Bar’s website, Richard Daley says “New technology is helping police and community better analyze crime problems. We are using technology to strengthen the partnership between police and community, and to help us work together on identifying and solving crime problems in our neighborhoods.

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Luis Manzanares Ms. Fawcett English 2 – 5th 15 September 2015 BMU Seminar Questions 1. The existence of magic is never really questioned, the characters always seem to believe in some sort of mystical power. For instance, “God had power. He spoke and the thunder echoes trough the skies. The Virgin was full of a quiet peaceful love:” (pg. 44 Anaya).

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These techniques are: • Hotspot policing, which allocates resources to crime-heavy areas • Focusing on the root issues leading to crime, known as problem-oriented policing • Procedural justice, which ensures the promotion of fairness and honesty in police actions • Implementing intelligence-led policing to gain insight gathered from various sources to prohibit crime • Building relations with local people through community engagement to foster trust and collaboration Outcomes achieved Over the last This reduction is thanks to evidence-backed policing methods. These methods didn't just reduce crime; they also enhanced trust and communication between the public and police. The NYPD made effective use of data analysis and research to focus on specific locations, boost crime-solving rates, improve work performance, and increase officer job satisfaction. This resulted in big gains, less crime, safer public spaces, and stronger teamwork with local

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The 'Standard' is a 'Standard'. It is a frightening reality that many citizens have no clue what information police have stored in their databases. Brayne’s approach to data in policing would be extremely helpful for someone in the crime analysis field. Crime analysts are tasked with utilizing data to identify patterns, trends, and guidance to reduce crime rates in a given area. Many police departments are hiring crime analysts to be a part of their team for this very reason.

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As constantly repeated in many interdisciplinary sciences, most prone in criminology, a victim is likely to be familiar with their offender or had encountered their offender at a time prior to the attack (Rossmo, 1998). This theory is a psychological approach to examine criminality, by analyzing the offender in connection to the victim and the crime. A more concrete approach is the use of environmental criminology, the analysis of the crime in relation to the offender; how the social environment manipulates the behavior of the offender. An integrative approach complementing the two investigative strategies to resolving crime is geographic profiling. Geographic Profiling is an investigative strategy that examines the influence of the physical

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Parsons and Kremling stress that successful community policing relies on police officers being approachable and attentive to community needs, creating an environment that enhances confidence in law enforcement (Parsons & Kremling 2021). These core principles have remained relevant despite changes in policing strategies over time. The growing recognition of the value of community-centered approaches is a response to concerns about police misconduct and systemic injustices. In today's society, initiatives such as utilizing technology for communication and establishing community advisory boards demonstrate a commitment to these values. Despite advancements, challenges persist, including the need for training and resources to ensure that officers can effectively engage with diverse communities (Parsons & Kremling 2021).

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The Kansas City Preventive Patrol Experiment was an experiment that was conducted in 1972 by the Kansas City Police Department along with the Police Foundation and its purpose was to research and analyze how effective routine preventive patrol is (Kelling et al., 1974, pg. 2). In order to comprehend the results of this experiment, it is important to first understand what a preventive patrol is. A preventive patrol is a proactive tactic that the police employs and its goal is to prevent crimes from happening instead of “Sit around and wait” until the crimes have already occurred (Fritsch et al., 2009, pg. 21). The Kansas City Preventive Patrol Experiment is a landmark experiment in the history of policing because it was the first experiment/investigation

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Ethical Considerations of Predictive Analytics. Chicago Police Department. Douglas Crowley University of Chicago MSTR 31112 1 Bureaucracy, Politics & Ethics in a Digital Age Honorable William Evanina March 9, 2024 Ethical Considerations of Predictive Analytics. Chicago Police Department. Predictive policing is a law enforcement practice in which computer algorithms foresee where crime is more likely to happen (Lau 2020).

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Racial profiling, in law enforcement can be a disadvantage to those of color. Author Michael Lynch does not think that Taylor and Whitney make a valid argument to why racial profiling is not an acceptable law enforcement strategy. Lynch sees that Taylor and Whitney had made several methodology errors in their analyses of criminological data sources which creates results that can be misleading especially, “those that use of prevalence rates rather the incident rates (Lynch).” Failing to use rates that are racially based and adjusted by the population size will give reports that crime is over represent by those that are African American. Crimes that are committed by black and whites will vary from city to city because blacks do no commit all crimes.

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The targeted area can be just one building or an entire street or block (Hot spot policing, National Institute of Justice). The practice does require that many resources either which allows more areas to be covered more effectively (Hot spot policing, National Institute of Justice). The Chicago police department has already taken a step in the right direction by leaving one room in all 22 districts and devoting it to tracing shootings, calls for help and gathering information obtained from patrol officers (Sweeney et al, Chicago Tribune). By having these rooms pulling in data all day long they can decide exactly where they want to target on a day to day basis (Sweeney et al, Chicago

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Technology is changing our relationship to the law. There is a new software, Pre Poll which is supposed to help law enforcement agencies reduce the amount of crime, by predicting crimes that will happen and directing them towards those areas with the help of algorithm. These predictions are turned into 500 foot by 500 foot red boxes on a map, showing the areas that police officers should focus on when they’re not actively responding to a call. Police officers say that it reduces crime by up to 30%. This method is called ”predictive policing” which is being used by plenty of police departments already.

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The advantages of CPTED is that communities will have opportunities to play meaningful roles in crime prevention in their neighborhood, business leaders/owners will gain safer locations that are more attractive to customers and employees, and lastly planners/architects will gain a greater role in designing the environment. Law enforcement will benefit from this method because it will give links to repeating offenders in a specific area and gives clarification and action on important priorities in a community. The advantages will continue to expand in every agency using this method, due to new ideas that can be

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Police (Disadvantages) • Crime mapping is open source information which anyone can access online, adversaries included. Crime mapping will aid adversaries in planning and earmarking criminal activities based on the information provided online. Adversaries can clearly see where police forces are most active and which locations are targeted more often. Adversaries can therefore target the same locations due to poor base line security measures from local police, residents and companies, or target locations where police activity is minimal. Crime mapping is man power intensive and requires additional support updating the system with real time information.

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