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Descriptive Statistics And Data Visualizations Final

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Subject
Statistics
School
Capella University
Type
Homework
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Running head: STATISTICS REPORT 1
Descriptive Statistics and Data Visualizations
Student’s Name
Institutional Affiliation

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STATISTICS REPORT 2
Descriptive Statistics and Data Visualizations
Introduction
The ultimate objective of the administration in a nursing home is higher patient
satisfaction, higher utilization, and lower readmission. The purpose of this report is to analyze
the performance of the departmental manager based on these three key measures and make a
final decision regarding whether the administration should retain the department manager or not.
Descriptive statistics and histograms will be generated for each of the three variables to analyze
the performance of the nursing home. The final decision would be made by comparing the data
analysis with the set benchmarks of the industry.
Statistics and Interpretation of the Statistical Results
Descriptive Statistics
The descriptive statistics have been generated for each variable in an excel spreadsheet
using the Data Analysis ToolPak (Black & Masten, 2020). These are shown in table 1 below:
Variables
utilization
satisfaction
readmissions
Particulars
Mean
69.8219826
49.35714286
0.105987074
Standard Error
2.58636947
3.694718726
0.005776462
Median
67.79299514
51.5
0.104060962
Mode
#N/A
96
#N/A
Standard Deviation
21.63911949
30.91223467
0.048329353
Sample Variance
468.2514923
955.5662526
0.002335726
Kurtosis
-0.369564621
-1.362485489
-0.603746401
Skewness
0.239965528
0.119793849
-0.010495708
Range
96.04877859
97
0.200166819
Minimum
21.39799373
3
0.007154269
Maximum
117.4467723
100
0.207321088
Sum
4887.538782
3455
7.419095158
Count
70
70
70
Table 1: Descriptive Statistics

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Running head: STATISTICS REPORT 1 Descriptive Statistics and Data Visualizations Student’s Name Institutional Affiliation STATISTICS REPORT 2 Descriptive Statistics and Data Visualizations Introduction The ultimate objective of the administration in a nursing home is higher patient satisfaction, higher utilization, and lower readmission. The purpose of this report is to analyze the performance of the departmental manager based on these three key measures and make a final decision regarding whether the administration should retain the department manager or not. Descriptive statistics and histograms will be generated for each of the three variables to analyze the performance of the nursing home. The final decision would be made by comparing the data analysis with the set benchmarks of the industry. Statistics and Interpretation of the Statistical Results Descriptive Statistics The descriptive statistics have been generated for each variable in an excel spreadsheet using the Data Analysis ToolPak (Black & Masten, 2020). These are shown in table 1 below: Variables Particulars Mean Standard Error Median Mode Standard Deviation Sample Variance Kurtosis Skewness Range Minimum Maximum Sum Count utilization satisfaction 69.8219826 49.35714286 2.58636947 3.694718726 67.79299514 51.5 #N/A 96 21.63911949 30.91223467 468.2514923 955.5662526 -0.369564621 -1.362485489 0.239965528 0.119793849 96.04877859 97 21.39799373 3 117.4467723 100 4887.538782 3455 70 70 Table 1: Descriptive ...
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