Project Assignment On Multiple Linear Regression

It is shown that areas in Chicago that have higher poverty levels have consequently higher homicide rates. For example, the area of Fuller Park, the poverty levels are at 56% and the homicide rates in this area are 63 per 100,000 people. On the other hand, in Mount Greenwood, where the poverty levels are at 3%, the homicide rates are 2 in 100,000 people. This shows that with increasing poverty levels come increased homicide rates. Poverty has such a big impact on the homicide levels in Chicago is for many reasons. One of these reasons is because many homicides are poverty on poverty homicides, as many people living in poverty in Chicago are easily caught up in violent crime. This happens because they are unemployed or without a home, so turning to gangs and a life of violent crime gives them a place to belong. Poverty is one of the main roots of the crime problem in Chicago, but the city council are unable to admit it. Therefore, instead of jobs and anti-poverty strategies being used to try and stop the violence, repression and moralism are being used to hopefully stop all the crime. Concentrated urban poverty often leads to violence, and many communities within Chicago fall into this spectrum. Concentrated urban poverty is defined as

When it relates to violent crimes, specifically murder, the level of poverty in a city has been shown to be a contributing factor. According to (Horton, 2002), in his research comparing the rate of poverty to the rate of homicide, he found that there was a correlation between the two. In his article he talked about how those who fall under the poverty line tend

because of all this crimes in American some cities some have a bigger crime rates

The two metropolitan areas I have decided to do my research paper on are Cincinnati, Ohio and Dallas, Texas. I choose Cincinnati because it is one of the bigger cities where I live. I choose Dallas because there seems to be a big difference in crime rates compared to Cincinnati. In this paper I will be comparing the burglary rate between these two cities. I will identify the number of burglaries reported to the police in each area and also explain which area had more reported

This includes crime hot spots based in 2010, criminal investigations per hundred thousand inhabitants, and how crime tends to concentrate in just a few municipalities. The Mexico City Metropolitan Area consists of 76 municipalities and the population growth has declined significantly over time. According to the tables there are other significant factors that play a role in crime rates such as social lag index, migration percentage, bars/restaurants, female headed households, voter turnout percentage, gini index, and grade retention percentage of primary school. This study concluded that female headed households as the strongest predictor of crime rates for all crimes (Vilalta and Muggah, 2016). At this rate, minors living in such households tend to have criminal behavior because of a single mother required to work and be out of the home for long periods of time. Not only this, but single-headed female households also exhibit a lower level of income thus contributing to the social disorganization and institutional anomie theories. Currently, in the Mexico City Metropolitan Area there are not any social crime prevention

In chapter 4 the chapter considers a variety of possible explanations for the significant drop in crime and crime rates that occurred in the 1990s. Based on articles that appeared in the country’s largest newspapers, the authors compile a list of the leading, commonly offered explanations. The next step is to systematically examine each explanation and consider whether available data support the explanation. What the authors, in fact, demonstrate is that in all but three cases–increased reliance on prisons, increased number of police, and changes in illegal drug markets–correlation was erroneously interpreted as causation and in some cases, the correlation wasn’t even that strong.

Since the maximum value of the predictor variable (calls) is used to formulate the given regression model is 201.00, which is less than 300, we cannot use the given regression model to accurately estimate the weekly sales for weekly call of 300. So we can’t say anything about the weekly sales when weekly calls are 300.

This paper explores the relationship between low income and violent crime rate in Unite State over some period of time. This question is research is interested in how income inequality increases crime rate. Between 1975 to 2004 research shows that income earned by the top 5% of America families increased from 15.3% to 20.1%. Families that are at the bottom sees their earning dropped from 5.1% to 4.2%. Data used for this research is been collected from bureau of justice statistics (BJS) from national Crime and victimization survey (NCVS), which provide summary statistics based on a nationality representative sample for a wide range of crimes. Data is been collected from household that are below and above poverty level in the country and non-fall violent victimization, but

In this research paper, analysis is done to conclude whether the level of education and poverty influence the total crime rate in the United States of America. Using descriptive statistics such a mean, standard deviation, variance, histograms, scatter diagrams and simple linear regression analysis performed upon both independent variables separately, it can be analysed till what extent do these two independent variables, i.e. education and poverty cause fluctuations upon the dependent variable, in what proportion (direct or inverse) and of the two independent

The property crime rates of 45.7% occurs more in urban areas. About 16.8% of the crimes were committed by high school dropouts and only 0.4% of the crimes that occurs were related to the population density. The type of property crimes that happens includes larceny-theft, home burglary, home invasion, grand theft auto, forgery, and arson. These types of crimes may be caused by factors such as high school dropouts, the population density per square mile, and people living in urban areas. The paper will focus on the crimes against properties such as larceny-theft, home burglary, and grand theft auto, not a person.

A common theory in criminology and in sociology suggests that class and race are vital roles regional crime rates. Previous research indicates that the distribution of class and race within certain residential areas has a key role in the outcome of certain violent acts. In his study, Income Inequality, Race, and Place: Does the Distribution of Race and Class within Neighborhoods Affect Crime Rates, John R. Hipp states “Specifically, studies have tested how the distribution of economic resources across neighbor-hoods, as measured by income or poverty, affects neighborhood crime rates or the how the distribution of racial/ethnic minority members across neighborhoods, as measured by the percent nonwhite, and so on, affects neighborhood crime rates (Hipp 2007). While one may traditionally assume that minorities neighborhoods yield a more intensive crime rate, this is not necessarily true.

A violent crime occurs every 23.5 seconds in the United States of America. Even though crime has been at a low during the past decade, violence is still prevalent in today’s society. Most of these crimes happen in places that are socio-economically disadvantaged. There then is the debate of whether violent crime is associated with environments struck with poverty. There is a correlation between violent crimes and poverty because of the unemployment rates in major cities, the culture of poor areas, and drugs.

In this paper I will discuss and explain anatomy of a crime decline in New York City as well as if in these days can we say that the city is safe. Purpose of this book " The City That Become Safe " written by Franklin E. Zimring is to show us how crime rate changed during 1990 to 2009. According to author this book presents a detailed profile of New York City crime over 20 years period. Book provides the vital statistics of the crime drop by type of crime, by borough, and by year. There are two reasons that such exhaustive detail is required as a beginning to the study. First, the size and the length of the drop are without precedent in the recorded history of American urban crime. The second reason that the details of the crime decline are needed is as a road map for explaining what changes in the city and its government might have caused this epic decline. The more we know about the specific character of the decline- when it happened, where it happened, which offenses- the better our capacity for sorting through different theories of what caused the drop. In addition, shifts the focus from the two decades of the decline to an assessment of current conditions in the city. How safe is New York City?.

Poverty and the relationship it has to crime is a long standing sociological, humanists and historical phenomenon. From the plight of the third world to the violence soaked inner city streets of the 1980’s, the relationship of crime and poverty has been the source of a great deal of social commentary. In societies throughout the world and throughout history there has always been a traditional measure of deviance through relative income gaps. Both poverty and crime as well as their connections are heavily weighed topics of political and social discourse. Opinions in these areas contain a great deal of variance. The prejudices of the old guard from the professional police era still utilize association with poverty as a measuring stick for social deviance. Meanwhile, intelligent social science continues to give insight to factors such as social disorganization, socialization into violence, as well as, the far reaching impact political, economic and justice based policies have on those in poverty.

In this study, we will attempt to examine the relationship, if any, between criminal activity and the unemployment rate. My hypothesis is that higher unemployment leads to higher crime rates. Our belief stems from the fact that the cities in the United States with the highest crime rates all have a poverty level higher than the U.S. average of 15.1%.2 For Example, Detroit had the highest reported violent crime rate of 2,072/100,000 people, with almost 40% of their population living below the poverty level.3