- Create a descriptive statistics table and histogram for selected variables in a dataset. Write a 2–3-page narrative summary in a Word document and insert the table and histogram graphic into this document.
- Data Analysis Software
- Use the Analysis ToolPak to Perform Complex Data Analysis.
- utilization (average number of patient days per month) .
- satisfaction (patient satisfaction scores percentile rank).
- readmissions (readmission rate per month).
- Perform the appropriate descriptive statistics for selected variables in a dataset.
- Report descriptive statistics table with measures of central tendency and dispersion.
- Create a histogram that visually depicts the distribution of selected variables in a dataset.
- Interpret statistical results used in the data analysis.
- Write a narrative summary of the results that includes practical, administration-related implications of the descriptive statistics.
- Write a separate summary for the histogram.
- Write clearly and concisely, using correct grammar, mechanics, and APA formatting.
- Written communication: Write clearly, accurately, and professionally, incorporating sources appropriately.
- Length: 2–3 pages
- Resources: Not applicable.
- APA format: Cite your sources using current APA format.
- Font and font size: Times Roman, 12 point.
To complete the assessments in this course, you will need to use data analysis software to complete statistical calculations, create graphs, and tabular summaries, and share your results in a Microsoft Word document. You will use Microsoft Excel and Microsoft Excel Analysis ToolPak add-in. Be aware that not all statistical calculations, graphs, and tabular summaries can be completed in this software, so you may need to do some work outside of the software.
Microsoft Excel Data Analysis ToolPak Add-In for PC and Mac
Microsoft Excel Analysis ToolPak Activation for PC Users: The Microsoft Excel Analysis ToolPak is a specialized Excel add-in included in the standard Microsoft Office suite. If your Excel software meets the standard Capella University Computer Requirements, you will not need to purchase this software. However, you may need to activate the application before you can use it. If you do not own Microsoft Excel, Capella arranges for a significant discount for Microsoft Office for Capella learners.
The following provides an overview of the Analysis ToolPak, instructions for loading and activation and instructions on using the ToolPak to perform data analysis. Note that these instructions are for 2016 and older versions of Microsoft Excel for PC and for the 2016 version only for Mac. If you are using a different version, you may need to search Microsoft’s website for the appropriate instructions.
Preparation
Download the Assessment 1 Dataset [XLSX]. Attached as excel document
The dataset contains the following variables:
Instructions
Nursing home administration has the objectives of higher utilization, higher patient satisfaction, and lower readmissions, and they need to make a decision on whether to retain the department manager based on average performance over the past 70 months. For this assessment, create a descriptive statistics table and histogram based on the Assessment 1 Dataset. Write a narrative summary in a Word and insert the table and histogram graphic into this document. See Copy From Excel to Another Office Program for instructions. Submit both the Word document and the Excel file that shows the descriptive statistics output.
Grading Criteria
The numbered assessment instructions outlined below correspond to the grading criteria in the Descriptive Statistics and Data Visualizations Scoring Guide, so be sure to address each point. You may also want to review the performance-level descriptions for each criterion to see how your work will be assessed.
Additional Requirements
Your assessment should meet the following requirements:
Expert Solution Preview
For this assessment, students are required to create a descriptive statistics table and histogram for selected variables in a given dataset. They will use data analysis software, particularly Microsoft Excel and Analysis ToolPak add-in to perform complex data analysis. The variables they will analyze are utilization (average number of patient days per month), satisfaction (patient satisfaction scores percentile rank), and readmissions (readmission rate per month).
To perform the appropriate descriptive statistics for the selected variables, students should report the descriptive statistics table with measures of central tendency and dispersion. They should also create a histogram that visually depicts the distribution of selected variables in a dataset. After interpreting statistical results used in the data analysis, they must write a narrative summary of the results that includes practical, administration-related implications of the descriptive statistics.
Students are expected to write clearly and concisely, using correct grammar, mechanics, and APA formatting. They are also required to cite their sources using current APA format, use Times Roman, 12 point font and abide by the 2-3 page length requirement.
To complete this assessment, students will need to use data analysis software to complete statistical calculations, create graphs, and tabular summaries, and share their results in a Microsoft Word document. They should download the Assessment 1 Dataset provided and submit both the Word document and the Excel file that shows the descriptive statistics output.
Grading criteria will focus on whether students accurately and clearly interpret statistical results using appropriate descriptive statistics and create a histogram that depicts the distribution of selected variables in a dataset. Additionally, the narrative summary should demonstrate a deep understanding of the results as well as their practical and administration-related implications. Finally, students are expected to format their work correctly using current APA standards.
