MHA5017 Descriptive Statistics and Data Visualizations | Homework Solution

Descriptive Statistics and Data Visualizations

Overview

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.

Note: You are strongly encouraged to complete the assessments in this course in the order they are presented.

Descriptive statistics play an important role in analyzing data. It numerically summarizes key characteristics of variables. Measures of central tendency (mean, median, and mode) and dispersion (variance, standard deviation, and range) characterize the probability distribution. A histogram visualizes the distribution of numerical data indicating the number of data points that lie within a range of values. For this assessment, you will perform descriptive statistics and create a histogram for selected variables in a dataset.

By successfully completing this assessment, you will demonstrate your proficiency in the following course competencies and assessment criteria: Descriptive Statistics and Data Visualizations

• Competency 2: Analyze data using computer-based programming and software.

• Perform the appropriate descriptive statistics for selected variables in a dataset.

• Competency 3: Interpret results of data analysis for value-based health care decisions, policy, or practice.

• Interpret statistical results used in the data analysis.

• Competency 4: Present results of data analysis to support a decision or recommendation.

• Create a histogram that visually depicts the distribution of selected variables in a dataset.
• Write a narrative summary of the results that includes practical, administration-related implications of the descriptive statistics. Descriptive Statistics and Data Visualizations

• Competency 5: Communicate audience-appropriate health management content in a logically structured and concise manner, writing clearly with correct use of grammar, punctuation, spelling, and APA style.

• Write clearly and concisely, using correct grammar, mechanics, and APA formatting.

Assignment Instruction

Note: Complete the assessments in this course in the order in which they are presented.

Data Analysis Software

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. Descriptive Statistics and Data Visualizations

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. Descriptive Statistics and Data Visualizations 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. Descriptive Statistics and Data Visualizations

• Use the Analysis ToolPak to Perform Complex Data Analysis.

Preparation

Download the Assessment 1 Dataset [XLSX]. This is attached

The dataset contains the following variables:

• utilization(average number of patient days per month).
• satisfaction (patient satisfaction scores percentile rank).
• readmissions (readmission rate per month).

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. Descriptive Statistics and Data Visualizations

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.

1. Perform the appropriate descriptive statistics for selected variables in a dataset.

• Report descriptive statistics table with measures of central tendency and dispersion.

2. Create a histogram that visually depicts the distribution of selected variables in a dataset.
3. Interpret statistical results used in the data analysis.
4. Write a narrative summary of the results that includes practical, administration-related implications of the descriptive statistics. Descriptive Statistics and Data Visualizations

• Write a separate summary for the histogram.

5. Write clearly and concisely, using correct grammar, mechanics, and APA formatting.

Additional Requirements

Your assessment should meet the following requirements:

• 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.

Descriptive Statistics and Data Visualizations Scoring Guide