**Need help with this**

In this project you are to present all your results in a "business report". This report must be typed. The details of your calculus and algebra work that support your results are to be included at the end. This project is worth 100 points.

**A Global and Business Perspective on Income Inequality**

Consider yourself a Business analyst consulting for a global social policy research institute as well as for a regional business research institute. In this report you will present the trends of income inequality in America and compare these to trends in two other countries. Use this information and your research to discuss what social policies can be implemented to reduce income inequality in America. You will also discuss income inequality and the impact on businesses.

The mathematics involved includes learning about the Lorenz function, and using calculus to determine the gini index. You will perform data analysis (**1. Data Analysis**), and global data collection (**2. Global Data Collection**).

The mathematics is completed first in order have the information to write the report. The written report should begin with an introduction and the mathematics and graphs and images are embedded to support and illustrate the points made in the writing.

Be creative and clear in your report, choose appropriate headings, and citations. Use additional graphs and/or images for visual impact and for emphasizing your points.

**Mathematics of Income Inequality**

Income distribution amongst families is an important economic and social issue that has been brought to the public's attention over the past few years.

The U.S Bureau of the Census has collected and analyzed data for income distribution amongst families. To quantify income distribution economists use Lorenz curves. Economists use the Gini coefficient to compare Lorenz curves over different years or different nations.

**Lorenz Curve**

The Lorenz curve is the graph of the Lorenz function that shows the proportion of national income earned by a given percentage of the population.

For example according to the above Lorenz curve 20% of the population receives 5% of the total income for all families in this year.

Absolute equality would be if 10% of the population received 10% of the total income. This is represented by the line *y *= *x *as shown above. The greater the area between the Lorenz curve and the line *y *= *x *the greater the income inequality.

**Gini Index**

The Gini Index allows more precise comparison of Lorenz curves. It is the proportion of the area taken up by the Lorenz curve (A) in relation to the overall area under the line of equality.

In this project you will use Calculus to determine the Gini index for given Lorenz functions over a period of years. Subsequently you will discuss and synthesize the Gini indices and what this means for income distribution.

**Gini index = where*** f(x) ***is the Lorenz Function**

**USA Data Collection [10 points]**

The following data, table 693 is from the US Census Bureau. It can be used to model a Lorenz function for a given year. As an example, let's consider income distribution in 1970. According to the data here, the poorest 20% (lowest 5th) of the population receives 4.1% of total income for families.

**Table 693. Share of Aggregate Income Received by Each Fifth and Top 5 Percent of Households: 1970 to 2008**

Source: U.S. Census Bureau, Income, Poverty and Health Insurance Coverage in the United States: 2008, Current Population

Reports, P60-‐236RV, and Historical Tables—Tables H1 and H2, September 2009. (2015, Oct 31) retrieved fromhttp://www.census.gov/compendia/statab/2011/tables/11s0693.pdf

(Links to an external site.)

Links to an external site.

In order to model the data, we need to consider cumulative population and cumulative percentage of national income. Using the data from table 693 for 1970, the cumulative population and cumulative percentage of national income is calculated:

**Table 1**

**Cumulative Population (%) xCumulative Income (%) y Data Points (x,y)**20%4.1%(0.2, 0.041)40% (20% + 20%)14.9% (4.1% + 10.8%)(0.4, 0.149)60% (40% + 20%)

32.3% (14.9% + 17.4%)(0.6, 0.323)80% (60% + 20%)56.3% (23.3% + 24.5%)(0.8, 0.568)100% (80% + 20%)100% (56.3% + 43.3%)(1,1)

A power function is used to model the Lorenz function. Using regression and the data points above (in the last column in the table above), you should get the following equation:

y=0.92x!.!"

- As described above, select a year between 1970 and 1990 (do not select 1970 or 1990), this year is referred to as Year A. Use table 693 for the data for Year A, calculate the cumulative population and cumulative percentage of national income, and create a table (like
**Table 1**for 1970). - As described above, select a year between 1990 and 2008, this year is referred to as Year B. Use table 693 for the data for Year B, calculate the cumulative population and cumulative percentage of national income, and create a table (like
**Table 1**for 1970). - All work for
**1. USA Data Collection**,**2. Data Analysis**and**3. Global Data Collection**should be included at the end of your report as an appendix.

**Data Analysis Using Calculus [20 points]**

Gini Index for 1970 to 2014

**Table 2**

**YearLorenz FunctionGini Index**1970y=0.92x1.96

0.378Year A (Year between 1970 and 1990)1990y=0.88x1.99

0.411Year B (Year between 1990 and 2008)2012y=0.84x2.09

0.456*2014y=0.84x2.09

0.479

Complete **Table 2**.

- Enter the year you selected for Year A into table 2. Calculate the Lorenz function for Year A, using power regression as described for
- Use Calculus to determine the Gini Index for Year A. Show all your work. The Calculus has to be done by hand, include the hand written work as part of the appendix. Please type the work in the document using appropriate software that has the capability to type (Give your answer to 3 decimal places)

[10 points]

Calculated using __https:__//w

(Links to an external site.)

Links to an external site.

__ww__.census.gov/content/dam/Census/library/publications/2016/demo/p60-‐

(Links to an external site.)

Links to an external site.

__pdf__ Table 2

- Enter the year you selected for Year B into table 2. Calculate the Lorenz function for Year B, using power regression as described for
- Use Calculus to determine the Gini Index for Year B. Show all your work. The Calculus has to be done by hand, please type the work in the document using appropriate software that has the capability to type mathematics. (3 decimal places)

[10 points]

**Global Data Collection [10 points]**

The following chart shows income inequality for selected countries:

- Go to
__https://ourworldindata.org/income-inequality/__ __(Links to an external site.)____Links to an external site.__- Create a chart with three countries, USA and two other countries selected from the following: Canada, France, Finland, Germany, Netherlands, Norway, Sweden
- Countries can be added by selecting
**+ Add country** - Click on
**DATA, download the excel file, inequality-of-incomes-chartbook.csv.** **Open the excel file and find the GINI index**for the two countries you selected other than the USA, make a note of the GINI index for 1970 (or closest year available), Year B (as above) and 2014. Put this information in a table. One table can be used for both countries, or a table for each country.

[10 points]

Source: Our World in Data, https://ourworldindata.org/

(Links to an external site.)

Links to an external site.

**Writing Business Report -‐ Economic and Business Discussion [60 points]**

You are a Business analyst consulting for a global social policy research institute as well as for a regional business research institute. Use the following to write your business report;

- Data Collection
- Data Analysis
- Global Data Collection
- Research on Income inequality

In this section everything that should be addressed in the report is outlined. Be creative and clear in your report, choose appropriate headings, and citations. Use additional graphs and/or images for visual impact and for emphasizing your points.

IntroductionWrite one to two paragraphs explaining income inquality. Define what income inequality means. Explain how it is quantified by economists using the Lorenz curve and the Gini index. Be sure to explain what the Lorenz function and Gini index are.

Include diagrams or images that may be helpful.

[7 points]

In your explanation include the following -

Absolute Equality/Inequality

Absolute equality is indicated by a Gini index value of__ __. Interpret the meaning of this Gini index

Absolute inequality is indicated by a Gini index value of__ __. Interpret the meaning of this Gini index

[3 points]

__Graphical Representation__

__USA__

- Include your completed table 2 (from
**Data Analysis**)

[1 point]

- Use appropriate technology to create one graph of the Lorenz function and the line of equality on the same set of axes for the following years: Ensure that the graph is clearly labeled with a title.
- 1970
- Year B
- 2014

[5 points]

GLOBAL- Embed the
**time series graph**of the USA and the two countries you selected from the website__https://ourworldindata.org/__or create your own graph with this information. Add an appropriate specific tittle to the

[4 points]

__Income Inequality - How Does the USA Compare Globally?__

Use the Gini indices for the years 1970 to 2014 state whether income inequality is rising or declining in the USA. Use the **time series graph **to compare trends of income inequality in America to trends in the two other countries you selected.

Discuss in one to two paragraphs possible causes in the differences in income inequality in the different countries. Discuss at least four possible causes. Give in-‐ depth reasoning with references.

Use this information and your research to discuss in two to three paragraphs what social policies can be implemented to reduce income inequality in America and improve upward mobility. Make sure to use a wide spectrum of articles and do not rely on web searches (such as Google) to produce the required diversity. Note that popular media sites cannot necessarily be relied on for unbiased articles. Include a discussion on social policies that work better in other countries. Give in-‐depth reasoning with references.

[15 points]

__Interest in Income Distribution__

In one-‐page, describe at least five categories of concerned groups or individuals interested in income distribution. One of the categories must be businesses and retailers. How does income inequality impact each of the concerned groups? Use references and cite where appropriate.

[10 points]

__Technology Considerations__

Discuss what technology you chose for modeling and graphing Lorenz functions and why these technologies were chosen. Also include any websites that you used to obtain information in regards to this project. What other technologies could you have considered for this project that were not used? Indicate why you decided not to use these technologies.

[5 points]

__Professional Report With College Level Writing and References__

Your report should be professionally written; that is, it should be well organized, easy to decipher with correct grammar, spelling and punctuation. Please note, this is a report, appropriate headings should be used. The report should be written for a general audience, that is someone who is not taking a Business Calculus course would be able to read the report and understand it. This document should not be submitted with the answers under each question. You should be comfortable submitting this report to your boss and feel confident presenting your report in a business meeting or professional conference. Be creative with the report. There should be a minimum of three references; they should be in APA format.

[10 points]