About Your Signature Assignment
This signature assignment is designed to align with specific program student learning outcome(s) in your program. Program Student Learning Outcomes are broad statements that describe what students should know and be able to do upon completion of their degree. The signature assignments might be graded with an automated rubric that allows the University to collect data that can be aggregated across a location or college/school and used for program improvements.
Purpose of Assignment
The purpose of this assignment is for students to synthesize the concepts learned throughout the course. This assignment will provide students an opportunity to build critical thinking skills, develop businesses and organizations, and solve problems requiring data by compiling all pertinent information into one report.
Resources: Microsoft Excel®, Signature Assignment Databases, Signature Assignment Options, Part 3: Inferential Statistics
Scenario: Upon successful completion of the MBA program, say you work in the analytics department for a consulting company. Your assignment is to analyze the following databases:
Select one of the databases based on the information in the Signature Assignment Options. (which has been selected)
Option 3: Consumer Food
consumer food database contains five variables: Annual Food Spending per
Household, Annual Household Income, Non-Mortgage Household Debt, Geographic
Region of the U.S. of the Household, and Household Location. There are 200
entries for each variable in this database representing 200 different
households from various regions and locations in the United States. Annual Food
Spending per Household, Annual Household Income, and Non-Mortgage Household
Debt are all given in dollars. The variable Region tells in which one of four
regions the household resides. In this variable, the Northeast is coded as 1,
the Midwest is coded 2, the South is coded as 3, and the West is coded as 4. The
variable Location is coded as 1 if the household is in a metropolitan area and
2 if the household is outside a metro area. The data in this database were
randomly derived and developed based on actual national norms.
Provide a 1,600-word detailed, statistical report including the following:
- Explain the context of the case
- Provide a research foundation for the topic
- Present graphs
- Explain outliers
- Prepare calculations
- Conduct hypotheses tests
- Discuss inferences you have made from the results
This assignment is broken down into four parts:
- Part 1 - Preliminary Analysis
- Part 2 - Examination of Descriptive Statistics
- Part 3 - Examination of Inferential Statistics
- Part 4 - Conclusion/Recommendations
Part 1 - Preliminary Analysis (3-4 paragraphs)
Generally, as a statistics consultant, you will be given a problem and data. At times, you may have to gather additional data. For this assignment, assume all the data is already gathered for you.
State the objective:
- What are the questions you are trying to address?
Describe the population in the study clearly and in sufficient detail:
Discuss the types of data and variables:
- Are the data quantitative or qualitative?
- What are levels of measurement for the data?
Part 2 - Descriptive Statistics (3-4 paragraphs)
Examine the given data.
Present the descriptive statistics (mean, median, mode, range, standard deviation, variance, CV, and five-number summary).
Identify any outliers in the data.
Present any graphs or charts you think are appropriate for the data.
Note: Ideally, we want to assess the conditions of normality too. However, for the purpose of this exercise, assume data is drawn from normal populations.
Part 3 - Inferential Statistics (2-3 paragraphs)
Use the Part 3: Inferential Statistics document.
- Create (formulate) hypotheses
- Run formal hypothesis tests
- Make decisions. Your decisions should be stated in non-technical terms.
Hint: A final conclusion saying "reject the null hypothesis" by itself without explanation is basically worthless to those who hired you. Similarly, stating the conclusion is false or rejected is not sufficient.
Part 4 - Conclusion and Recommendations (1-2 paragraphs)
Include the following:
- What are your conclusions?
- What do you infer from the statistical analysis?
- State the interpretations in non-technical terms. What information might lead to a different conclusion?
- Are there any variables missing?
- What additional information would be valuable to help draw a more certain conclusion?
Format your assignment consistent with APA format.