...Correlations Between Population Demographics and Crime Table of Contents Executive Summary: 3 Project Goal: 3 Data Description: 3 Techniques Used: 4 Clustering: 4 Segment Profile: 5 Regression: 7 Decision Tree: 8 Model Comparison: 9 Knowledge, interpretation and conclusion 9 Executive Summary: This summary presents findings of the data mining techniques used in the Crime Statistics by City dataset. The aim of the project is to enhance the knowledge and hands on experience on EM tool and to make appropriate projections about crime rates in cities. Project Goal: Our goal is to determine the similarities between cities and their demographics. Data Description: Our dataset contains demographic data based on race, income, and other factors by city and includes different types of crime. The types include gun owners, convicted felons, race, and income. Examples of cities include Detroit, Chicago, New York, Houston, and Spring Field. Techniques Used: Clustering: As seen above, a large number of cities have similar demographics and were clustered together. Cluster 19 and cluster 7 hold the majority of cities. Population is the most important variable in determining cluster association. Segment Profile: The segment profile suggests that segment 19 holds a higher mean income than that of the overall population. Segment 7 is the opposite, it holds a lower mean income than the overall population. This suggests that …. Segment 19 and...
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...AJS/514 City Demographics and Crime Profile Social learning theory considers the formation of an individual’s identity to be a learned response to what a person has been raised around or adapted to. In Memphis, Tennessee, many people within this state are influenced to criminal behavior at a very young age. According to WREG Memphis Channel 3 news, Memphis was only just ranked below Detroit and Oakland, California, but the Chair of the Crime Commission Ben Adams said he isn't sure how accurate the rankings are. Cordarro Vaughn's a lifelong Memphian, and he was anything but surprised when he heard the FBI labeled Memphis the third most dangerous city in the country (Rufener,Katie, 2015). When we talk about events or attitudes to a explanation of beliefs people reside in Memphis, Tennessee would accept for explaining criminal behavior, it points out the general connection of socialization opposed to the individual mindset. The social learning theory believes that an individual’s identity is not the product of the unconscious, but instead is the result of modeling oneself in response to the expectations of others. Behaviors and attitudes develop in response to reinforcement and give hope to the people around them. While social learning theorists acknowledge that childhood experience is important, they also believe that the identity people is formed by the behaviors and attitudes of others. Another factor that contributes to Memphis crime rate is that much of the crime is the...
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...intend to give an overview of capital punishment, including its history, Supreme Court decisions, and the general controversy. Next, I will present my case by establishing the most relevant points in my argument, including statistics that contradict capital punishment as a crime deterrent, evidence that shows the inconsistency in how defendants are sentenced to death row, and finally evidence of mistaken executions. For my counterargument section, I will acknowledge those who support the death penalty by highlighting their cogent points. The primary counterargument in favor of the death penalty rests on giving the families of victims a sense of closure and justice. This counterargument will be refuted using evidence gathered primarily through national studies and statistics. Finally, I will conclude by summarizing key points in the argument, by offering possible alternatives to the death penalty, and be reasserting the case to federally abolish capital punishment once and for all.Sunshine 2 I do need help with a few questions and concerns I have for the paper. Am I correct in thinking that the primary reason people support the death penalty is retribution (having a punishment that fits the crime)? Could it be something else? Is there another counterargument that I’m missing? A second concern I have is about the costs related to the death penalty. I’m concerned that I won’t get this section right because there...
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...racism in United States. This incident gained national attention on social media, it was broadcast on television and newspaper worldwide. The facts and the circumstances of Mike Brown shooting incident still under federal and local investigation yet it resulted in protests and civil disorder and it also attracted attention of civil rights leaders, Celebrities, athletes, and the president of the United States also made a comment regarding this incident. According to the Washington times in salt Lake City, Utah Mr. Dillon Taylor 20 years old white male was exiting a 7-eleven with his brother and cousin when officers arrived into investigate of a person with a gun call in the area. Mr. Taylor whom was unarmed and wearing headphones at the time ignored officer’s command and he was shot by the officer who is African American. Mr. Taylor’s friends and family held protest outside of state and federal offices demanding justice. Mr. Taylor incident occurred 2 days after the high profile case of Mike Brown in Ferguson but yet it didn’t receive half of the attention from the media Mike Brown case did. The case appears to be identical two unarmed young man gunned down by the police just two days apart with a few roles reversed some view this discrepancy in media coverage as double standard others reverse racism. As similar as both case appear...
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...2008 Lake County Epidemiological Profile The Consumption and Consequences of Alcohol & Other Drugs in Lake County, Indiana Produced by the Lake County Sheriff’s Office, Lake County Prosecutor’s Office & Lake County Drug Free Alliance The Study Was Funded By the State of Indiana Via a Strategic Prevention Framework (SPF) State Incentive Grant (SIG) The Grant is Being Administered Under the Supervision of the Co-Chairs, Sheriff Roy Dominguez and Prosecutor, Bernard A. Carter John Ayre Key Jr., Chief of Staff With Support from Calumet College of Saint Joseph’s Public Safety Institute Completed Monday, March 18, 2008 Our Vision: A Healthy, Safe and Drug-Free County Encouraging and Enhancing Creativity and Productivity Among All Citizens Our Mission: To Eliminate Substance Abuse In Lake County This document is written for key community stakeholders and policymakers and presents data and analysis to support the development of a county-wide systemic framework and approach to reducing alcohol use and abuse and eliminating drug use in Lake County, Indiana. This document and the efforts described herein were funded through a Strategic Prevention Framework...
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...ISSUE NO. 267 U.S. Department of Justice Office of Justice Programs National Institute of Justice National Institute of Justice JOURNAL Police Use of Force: The Impact of Less-Lethal Weapons and Tactics n Toward a Better Way to Interview Child Victims of Sexual Abuse Solving the Problem of Untested Evidence in Sexual Assaults Extending the Time to Collect DNA in Sexual Assault Cases Also in this issue In Brief: Block by Block: Zeroing in on Crime Trends Minimizing the Risks of Hazardous Materials: The CBRN Standard Improving Forensic Death Investigation In Brief: Expanding Research by Sharing Data n n i Building Knowledge to Meet the Challenge of CriMe and JustiCe National Institute of Justice John H. Laub Director, National Institute of Justice The NIJ Journal is published by the National Institute of Justice to announce the Institute’s policy-relevant research results and initiatives. The Attorney General has determined that publication of this periodical is necessary in transacting the public business of the U.S. Department of Justice as required by law. Findings and conclusions of the research reported here are those of the authors and do not necessarily reflect the official position or policies of the U.S. Department of Justice. All products, manufacturers and organizations cited in this publication are presented for informational purposes only, and their discussion does not constitute product approval or endorsement by the U.S. Department of Justice. Subscription...
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...asked ‘are women more aggressive in committing violent crimes today than in the past? Women were viewed as gatekeepers of social morality and the common fear is that women are changing. Ward and his colleagues relied on to document the nature of women ‘violent offences. They have examined whether and how the characteristics and crimes of incarcerated female offenders have changed. This essay also seek to explain the patterns of stability and change over the last third of the 20th century in women’s crimes of violence and the moral panics that explain violent criminality by women. Although boys engage in more delinquent and criminal acts than do girls, female delinquency is on the rise. In 1980, boys were four times as likely as girls to be arrested; today they are only twice as likely to be arrested. In this article, Elizabeth Cauffman explores how the juvenile justice system is and should be responding to the adolescent female offender Reasons why there is less research on female criminality? Smart (1976) stated that throughout history female violence or crime have has been neglected` in criminology theories. The studies show that females were documented to commit less crime, which resulted female offenders being simply conformed within the theoretical aspects of criminology. The fact that women, across most cultures committed far fewer crimes than men was not seriously addressed. There are several reasons: Female crimes were considered low compared to men. Secondly it been...
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...Food Deserts-The Impact Food Deserts Have on Today’s Society Abstract Food Deserts is defined as large and isolated geographic areas in which mainstream grocery stores are absent or distant. The research has demonstrated the statistical link between Food Deserts and worse diet-related health outcomes, after controlling other key factors. The actual term ‘food deserts’ is quoted, by S. CUMMINS (British Medical Journal, 2002, Vol.325, p.436), as having been originally used by a resident of a public sector housing scheme in the west of Scotland in the early 1990s. There are several ways to look at food deserts. 1). low- Income Project 2). The independent. 3). The observer 4). The guardian. This research paper will elaborate on the ways foods deserts are defined and what affect it has on the health and well being of cultural families and communities. Table of Contents Page Abstract …………………………………………………………………………………………...2 Table of Contents ………………………………………………………………………………....3 Chapter One Context of the Problem ……………………………………………………………………......5-10 Statement of the Problem ……………………………………………………………………10-16 Research Questions ……………………………………………………………………………...16 Significance of the Study ……………………………………………………………………16-19 Objective of Study …………………………………………………………………………...19-20 Research Design and Methodology ……………………………………………………………..20 Materials ………………………………………………………………………………………...20 Organization of the Study………………………………………………………………………..21 Limitation of...
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...territories * Masculinism: the assumption that the world is and should be shaped mainly by men for men * environmental determinism: a doctrine holding that human activities are controlled by the environment * globalization: the increasing interconnectedness of different parts of the world through common processes of economic, environmental political and cultural change * ecumene: the total habitable area of a country. Sine it depends on the prevailing technology, the available ecumene varies over time. Canada’s ecumene is so much less than its total area. * Geodemographic research: investigation using census data and commercial data (i.e. sales data and property records) about populations of small districts to create profiles of those populations for market research * Geographic information systems (GIS): an organized collection of computer hardware, software and geographical data that is designed to capture, store, update, manipulate and display spatially referenced information * Regional geography: the study of ways in which unique combinations of environmental and human factors produce territories with distinctive landscapes and cultural...
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...FREAKONOMICS A Rogue Economist Explores the Hidden Side of Everything Revised and Expanded Edition Steven D. Levitt and Stephen J. Dubner CONTENTS AN EXPLANATORY NOTE In which the origins of this book are clarified. vii PREFACE TO THE REVISED AND EXPANDED EDITION xi 1 INTRODUCTION: The Hidden Side of Everything In which the book’s central idea is set forth: namely, if morality represents how people would like the world to work, then economics shows how it actually does work. Why the conventional wisdom is so often wrong . . . How “experts”— from criminologists to real-estate agents to political scientists—bend the facts . . . Why knowing what to measure, and how to measure it, is the key to understanding modern life . . . What is “freakonomics,” anyway? 1. What Do Schoolteachers and Sumo Wrestlers Have in Common? 15 In which we explore the beauty of incentives, as well as their dark side—cheating. Contents Who cheats? Just about everyone . . . How cheaters cheat, and how to catch them . . . Stories from an Israeli day-care center . . . The sudden disappearance of seven million American children . . . Cheating schoolteachers in Chicago . . . Why cheating to lose is worse than cheating to win . . . Could sumo wrestling, the national sport of Japan, be corrupt? . . . What the Bagel Man saw: mankind may be more honest than we think. 2. How Is the Ku Klux Klan Like a Group of Real-Estate Agents? 49 In which it is argued that nothing is more powerful than information,...
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...Public Relations Cases This collection of contemporary international public relations case studies is an invaluable resource for teachers, researchers and students working in public relations, corporate communications and public affairs, as well as offering practitioners an indepth understanding of the effective use of public relations in a range of organizational contexts. Including cases from the UK, Norway, Sweden, Spain, South Africa, Canada and the USA, with a focus on such global corporations as Shell, BBC America, Worldcom, PriceWaterhouseCoopers and Marks & Spencer, it offers important insights into the development of public relations and communications strategies. These include: • • • • • • • • Corporate identity change and management Global reputation management Crisis management in the oil, shipping and tourism industries Developing strategic alliances between voluntary and private sector organizations Public relations support for international branding and market entry The importance of internal communications during international mergers The integration of public relations and marketing communications Business-to-business communication The cases examined in this book demonstrate the breadth of contemporary public relations practice and the increasing importance of the public relations function in both public and private sector organizations worldwide. Danny Moss is Co-Director of the Centre for Corporate and Public Affairs at the Manchester Metropolitan University...
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...Chapter 6: Communication Chapter Outline 1. Introduction of topics and concepts to be discussed in the chapter. a. Mission b. Principles i. Customer Focus ii. Leadership Commitment iii. Inclusion of Communications in Planning and Operations iv. Information Collection, Analysis and Dissemination v. Media Partnership c. Conclusion 2. Case Studies a. Risk Communication During the Washington D.C. Sniper Crisis b. The Homeland Security Advisory System c. A Comparison of Leadership Between Two Outbreaks of Smallpox in the United States: New York City, 1947, and Milwaukee, 1894 3. Additional Sources of Information 4. Glossary of Terms 5. Acronyms 6. Discussion Questions a. General b. Washington, DC Sniper c. Homeland Security Advisory System d. Smallpox Outbreaks 7. Suggested Out of Class Exercises Introduction Communications has become an increasingly critical function in emergency management. The dissemination of timely and accurate information to the general public, elected and community officials and the media plays a major role in the effective management of disaster response and recovery activities. Communicating preparedness, prevention and mitigation information promotes actions that reduce the risk of future disasters. Communicating policies, goals and priorities to staff, partners and participants enhances support and promotes a more efficient disaster...
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...white powder training exercise. 2012 The FBI Story I A Message from FBI Director Robert S. Mueller, III For the FBI and its partners, 2012 was a year that reminded us once again of the seriousness of the security threats facing our nation. During the year, extremists plotted to attack—unsuccessfully, thanks to the work of our Joint Terrorism Task Forces—the U.S. Capitol, the New York Federal Reserve Bank, and other landmarks on U.S. soil. Tragically, on the 11th anniversary of 9/11, a hateful attack in Benghazi took the lives of the U.S. Ambassador to Libya and three other Americans. In the cyber realm, a rising tide of hackers took electronic aim at global cyber infrastructure, causing untold damages. High-dollar white-collar crimes of all kinds also continued to siphon significant sums from the pocketbooks of consumers. And in Newtown, Connecticut, 20 young children and six adults lost their lives in one of the worst mass shootings in American history, ending a year of violence that saw similar tragedies around the country. Working with its colleagues around the globe, the FBI is committed to taking a leadership role in protecting the nation. As you can see from this book—an annual compilation of stories from the FBI’s public website that provides a snapshot of Bureau milestones, activities, and accomplishments—we used the full range of our intelligence, investigative, and operational skills to address major threats during the year. We helped avert terrorist attacks...
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...Chapter 4 Ethical and Social Issues in Information Systems LEARNING OBJECTIVES After reading this chapter, you will be able to: 1. Analyze the relationships among ethical, social, and political issues that are raised by information systems. 2. Identify the main moral dimensions of an information society and specific principles for conduct that can be used to guide ethical decisions. 3. Evaluate the impact of contemporary information systems and the Internet on the protection of individual privacy and intellectual property. 4. Assess how information systems have affected everyday life. CHAPTER OUTLINE 4.1 UNDERSTANDING ETHICAL AND SOCIAL ISSUES RELATED TO SYSTEMS A Model for Thinking About Ethical, Social, and Political Issues Five Moral Dimensions of the Information Age Key Technology Trends that Raise Ethical Issues ETHICS IN AN INFORMATION SOCIETY Basic Concepts: Responsibility, Accountability, and Liability Ethical Analysis Candidate Ethical Principles Professional Codes of Conduct Some Real-World Ethical Dilemmas THE MORAL DIMENSIONS OF INFORMATION SYSTEMS Information Rights: Privacy and Freedom in the Internet Age Property Rights: Intellectual Property Accountability, Liability, and Control System Quality: Data Quality and System Errors Quality of Life: Equity, Access, and Boundaries HANDS-ON MIS Developing a Web Site Privacy Policy: Dirt Bikes USA Achieving Operational Excellence: Creating a Simple Web Site Using Web Page Development Tools Improving Decision Making: Using...
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...A LITERATURE REVIEW OF THE IMPACT OF EARLY YEARS PROVISION ON YOUNG CHILDREN, WITH EMPHASIS GIVEN TO CHILDREN FROM DISADVANTAGED BACKGROUNDS Edward C. Melhuish Institute for the Study of Children, Families & Social Issues Birkbeck, University of London Prepared for the National Audit Office The views expressed in this paper are not necessarily those of the National Audit Office. Address of author Institute for the Study of Children, Families & Social Issues 7 Bedford Square London WC1B 3RA Email: e.melhuish@bbk.ac.uk Table of Contents Executive Summary 3 1. Introduction 1.1. The context of childcare research 1.2 Types of childcare and pre-school provision 1.3 Evidence on developmental effects 1.4 Structure of report 7 7 8 10 10 2. Childcare as intervention 2.1 Research methodology 2.2 Randomised Control Trials (RCTs) 2.2.1 Ypsilanti/High Scope/Perry Pre-school Study 2.2.2 Abecedarian Project 2.2.3 Project CARE 2.2.4 Milwaukee Project 2.2.5 Infant Health and Development Program (IHDP) 2.2.6 Early Head Start (EHS) 2.2.7 Hackney study Table 1: Summary of Randomised Control Trials of Interventions 2.3 Quasi-experimental Studies 2.3.1 Head Start 2.3.2 Chicago Child – Parent Center Program 2.3.3 Syracuse Study 2.3.4 Brookline Early Education Project 2.3.5 Diverse State-based programmes in the US 2.3.6 Meta-analyses and reviews Table 2: Summary of Quasi-experimental Evaluations of Interventions 2.3.7 Summary...
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