In: Statistics and Probability
u are the manager of a company that owns several outpatient surgery facilities. You want to determine if there are differences in overall patient health as measured by the General Health Status Score (GHSS) by type of patient carrier (Government, Insured, Uninsured).
Your IT department provided you data on patient visits by type of carrier and the GHSS. Prepare a report to share with the owners of the facility that will help you make informed decisions about whether or not GHSS differ by type of carrier and what the implications of these findings are on operations of the facility. Based on your findings provide recommendations on your plan moving forward to improve the functioning of your facilities in generating revenue. Prepare a report that addresses each of these areas.
Purpose (5 points): Identify the purpose of the analysis in this section. What questions do you hope to answer?
Importance (5 points): State and explain the importance of this analysis to the department/organization. How can the findings be used?
Variables ( 3 points): List all variables (IV’s and DV’s) identify what type of variable they are, explain how they will be measured, and how they will be collected.
Sample Size (2 points): State your sample size and when data was collected.
Methodology (5 points): State the statistical method used in this section.
Findings (5 points): Present findings on results of your test. Copy and paste relevant results from your excel calculations here. Present findings using APA formatting.
Interpretations/Implications (5 points): Interpret what the findings mean. Discuss what the department/organization should do based on these findings in order to improve the facility, or in planning.
Patient | Date | Surgery_Time | |
100 | 1/1/2018 | 30 | |
101 | 1/2/2018 | 45 | |
102 | 1/14/2018 | 96 | |
103 | 1/4/2018 | 24 | |
104 | 1/19/2018 | 23 | |
105 | 1/6/2018 | 23 | |
106 | 1/4/2018 | 12 | |
107 | 1/8/2018 | 18 | |
108 | 1/10/2018 | 19 | |
109 | 1/10/2018 | 19 | |
110 | 1/11/2018 | 21 | |
111 | 1/1/2018 | 12 | |
112 | 1/29/2018 | 43 | |
113 | 1/14/2018 | 20 | |
114 | 1/15/2018 | 12 | |
115 | 1/22/2018 | 12 | |
116 | 1/17/2018 | 64 | |
117 | 1/18/2018 | 34 | |
118 | 1/14/2018 | 20 | |
119 | 1/20/2018 | 18 | |
120 | 1/21/2018 | 25 | |
121 | 1/12/2018 | 24 | |
122 | 1/23/2018 | 42 | |
123 | 1/12/2018 | 42 | |
124 | 1/25/2018 | 14 | |
125 | 1/26/2018 | 32 | |
126 | 1/1/2018 | 12 | |
127 | 1/15/2018 | 12 | |
128 | 1/1/2018 | 32 |
a)
Purpose of analysis is to determine whether there are differences in overall patient health as measured by the General Health Status Score (GHSS) by type of patient carrier (Government, Insured, Uninsured).
b)
Importance of the analysis:
We will make a report to share with the owners of the facility
that will help you make informed decisions about whether or not GHSS differ by type of carrier and what the implications of these findings are on operations of facillity
c)
IV are independent variable or cause variable
independent variable are Surgery time
DV are dependent variable or effect variable GHSS score
d)
As per data provided
Sample size is 29
Data was collected in Jan 2018
e)
Hypothesis testing can be used
Regression analysis can be used
ANOVA(Analysis of variance) can be used
f)
Surgery time mean is 27.58
we can use the null and alternate hypothesis testing
please upvote if u like
if u have doubt please comment