Data and Decision Analytics Assessment
[WLOs: 1, 2] [CLOs: 1, 2, 3, 4, 5]
Prior to beginning work on this paper

Review all chapters of the course textbook, Business Analytics: Communicating with Numbers, 2e.
Review the infographic “Three Types of Analytics Techniques”.

Long description
This final paper is the major summative assignment of this course. It is designed to allow students to reflect on and apply the knowledge of data-based decision-making learned during the course to real-world scenarios.
Assessment Guidelines
For your workbook:

Respond to the following five (5) questions related to one of the learning objectives covered in this course.
For each question, confirm your answers with examples of data sets and/or visualizations.
While you may choose these from the sample data sets provided in the resources listed for this course, It is strongly recommended that you search for new data sources to use as examples.

Questions:

Differentiate between various types of data an organization may use to assess organizational performance.

Provide an example for each data source.
Highlight the purpose of the data sources, the metric(s) it explains, and what kind of decision it would help justify.

Create a data visualization graphic that incorporates appropriate data sets.

Consider one of the data sets you have shared in question number 1 of this workbook.

Evaluate the benefits of at least two different data analysis methods.

Share an example of each.
Explain how, when, and why these methods have been used in a business situation.

Justify a strategic choice based on a data analysis method.

Use the data analysis method in Week 3 or another example of your choice.

Assess how big data can influence organizational performance.

You may consider using an example if you find that helpful to support your argument.
Consider how data can create insight into a business problem and provide a sense of decision-making justification.

The Data and Decision Analytics Assessment paper

must be five to seven double-spaced pages in length (not including title and references pages, charts or tables), and formatted according to APA StyleLinks to an external site. as outlined in the Writing Center’s APA Formatting for Microsoft WordLinks to an external site. resource.
must include a separate title page with the following:

title of paper in bold font

Space should appear between the title and the rest of the information on the title page.

student’s name
name of institution (The University of Arizona Global Campus)
course name and number
instructor’s name
due date

must utilize academic voice. Review the Academic VoiceLinks to an external site. resource for additional guidance.
must include an introduction and conclusion paragraph.

Your introduction paragraph needs to end with a clear thesis statement that indicates the purpose of your paper.
For assistance on writing Introductions & ConclusionsLinks to an external site. as well as Writing a Thesis StatementLinks to an external site., refer to the Writing Center resources.

must use at least one credible source in addition to the course text.

The Scholarly, Peer-Reviewed, and Other Credible SourcesLinks to an external site. table offers additional guidance on appropriate source types.
To assist you in completing the research required for this assignment, review Quick and Easy Library ResearchLinks to an external site. tutorial, which introduces the University of Arizona Global Campus.

While sharing examples for data sets, visualizations, consider referring to one of the recommended websites for this week. These include:

ILOSTATLinks to an external site.
DataBankLinks to an external site.
Business Ready (B-READY)Links to an external site.

If you have questions about whether a specific source is appropriate for this assignment, please contact your instructor. Your instructor has the final say about the appropriateness of a specific source for a particular assignment.
must document any information used from sources in APA Style as outlined in the Writing Center’s APA: Citing Within Your PaperLinks to an external site. guide.
must include a separate references page that is formatted according to APA Style as outlined in the Writing Center.

Review the APA: Formatting Your References ListLinks to an external site. resource in the Writing Center for specifications.

| Skills Learned
This activity helps you practice the following industry-required skills:

Data Management
Graphical Representation
Data Analysis
Strategic Decision-Making
Big Data
Research Methods
Market Analysis