Discussion in which you explain how considerations about clients’ worldviews, including their spirituality or religious convictions, might affect your interactions with them. Provide at least two specific examples. In addition, explain one way your own spirituality or religious convictions might support your work with a client, and one barrier it might present. Finally, share one strategy for applying an awareness of spirituality to social work practice in genera

 

Please complete the Module 09 Pre-Lab Assignment in the McGraw-Hill Connect platform prior to starting the laboratory experiments and activities. Once finished, please take a screenshot of your overall score, paste the screenshot into a Word document, and submit it to the dropbox.  Remember, you have unlimited attempts and should submit your highest score.  To access the McGraw-Hill Connect platform, please click on the link below and follow the instructions:

https://connect.mheducation.com/class/h-rasmussen-bsc2346l-ap1 

 

There is often the requirement to evaluate descriptive statistics for data within the organization or for health care information. Every year the National Cancer Institute collects and publishes data based on patient demographics. Understanding differences between the groups based upon the collected data often informs health care professionals towards research, treatment options, or patient education.

Using the data on the “National Cancer Institute Data” Excel spreadsheet, calculate the descriptive statistics indicated below for each of the Race/Ethnicity groups. Refer to your textbook and the Topic Materials, as needed, for assistance in with creating Excel formulas.

Provide the following descriptive statistics:

1. Measures of Central Tendency: Mean, Median, and Mode
2. Measures of Variation: Variance, Standard Deviation, and Range (a formula is not needed for Range).
3. Once the data is calculated, provide a 150-250 word analysis of the descriptive statistics on the spreadsheet. This should include differences and health outcomes between groups.

 

The purpose of this assignment is to perform cluster analysis and analyze clusters in a data set to determine whether or not the information generated can be used to address a specific business problem.

For this assignment, you will use the “Wholesale Customers” data set from the Topic Materials. Most data categories are self-explanatory. Clarifying notes are as follows.

1. Fresh: Annual spending (in $1000s) on fresh products
2. Milk: Annual spending (in $1000s) on milk products
3. Grocery: Annual spending (in $1000s) on grocery products
4. Frozen: Annual spending (in $1000s) on frozen products
5. Detergents_Paper: Annual spending (in $1000s) on detergents and paper products
6. Delicatessen: Annual spending (in $1000s) on delicatessen products
7. Client_Type: Type of client – either HoReCa (Hotel/Restaurant/Café) or Retail
8. Region: Region of client – either Lisbon, Oporto, or Other

A wholesale distributor wants to understand the purchasing profiles of its clients. If a finite set of distinct profiles were defined, then a marketing strategy could be designed specifically for each set of similar clients. The company has compiled a data set that includes annual client spending on diverse product categories. You have been tasked with analyzing the data to determine what patterns emerge and how these patterns can be used to create specific client marketing profiles.

Use k-means clustering to explore and analyze the data set by using only the quantitative variables to cluster the clients.

Question 1: Explain the process you used to define the clusters such as the number of clusters formed, the specific variables used, etc. Include the “Cluster Sizes” and “Predictor Importance” outputs when submitting the answer.

Question 2: Interpret the clusters with respect to the quantitative variables that were used in forming the clusters. Include the “Clusters” output when submitting the answer.

Question 3: Discuss whether there is a pattern in the clusters with respect to the qualitative variables (i.e., Client_Type or Region). Include the charts illustrating these patterns when submitting the answer.

Question 4: Provide an appropriate name for each cluster using any or all of the variables in the data set.

Question 5: Based upon your analysis, what patterns emerged and how can these patterns be used to create specific client marketing profiles? Include discussion of the characteristics for each profile. Present your finding in the form of a 250-word executive summary that includes relevant data, charts, and tables.

General Requirements:

Submit the answers to Questions 1-4 and the executive summary as Word documents.

APA format is not required, but solid academic writing is expected.

This assignment uses a grading rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion

 

• Type of paperEssay (Any Type)
• SubjectOther
• Number of pages4
• Format of citationAPA
• Number of cited resources0
• Type of serviceWriting

You can choose the topic among ″Topic Suggestions″ in Writing Instructions file that I uploaded. There are also essay guidelines and grading criteria so please check those too. Be on time please!