Question
Your IT department provided you data on patients that received ER services, their GHHS, and their recovery time. Prepare a report to share with the owners of the facility that will help you make infor…
Your IT department provided you data on patients that received
ER services, their GHHS, and their recovery time. Prepare a report
to share with the owners of the facility that will help you make
informed decisions about how long you can expect a patients’
recovery time would be based on their GHHS. 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
- Importance
- Variables
- Sample Size
- Hypothesis
- Methodology
- Findings
- Interpretations/Implications
ID | Recovery Time | GHSS |
137 | 10 | 1 |
141 | 15 | 1 |
165 | 15 | 2 |
197 | 30 | 10 |
140 | 45 | 11 |
126 | 10 | 12 |
156 | 13 | 13 |
110 | 15 | 13 |
160 | 8 | 14 |
135 | 40 | 14 |
121 | 10 | 15 |
197 | 10 | 15 |
132 | 12 | 16 |
119 | 60 | 16 |
128 | 16 | 16 |
197 | 13 | 19 |
134 | 30 | 22 |
197 | 12 | 23 |
155 | 14 | 24 |
130 | 15 | 25 |
150 | 14 | 25 |
112 | 14 | 26 |
108 | 10 | 26 |
100 | 16 | 26 |
161 | 13 | 27 |
163 | 18 | 34 |
117 | 4 | 36 |
169 | 3 | 36 |
144 | 10 | 36 |
106 | 22 | 36 |
123 | 25 | 36 |
157 | 17 | 44 |
158 | 19 | 45 |
129 | 18 | 46 |
197 | 19 | 46 |
159 | 30 | 48 |
197 | 26 | 48 |
177 | 25 | 49 |
142 | 20 | 49 |
115 | 23 | 55 |
193 | 24 | 55 |
102 | 22 | 55 |
170 | 30 | 55 |
186 | 10 | 55 |
197 | 19 | 55 |
113 | 16 | 56 |
182 | 41 | 57 |
197 | 10 | 59 |
124 | 12 | 61 |
183 | 13 | 63 |
143 | 14 | 66 |
197 | 15 | 66 |
120 | 19 | 67 |
178 | 8 | 73 |
111 | 14 | 73 |
127 | 44 | 74 |
166 | 30 | 77 |
152 | 32 | 77 |
139 | 10 | 77 |
109 | 10 | 77 |
197 | 22 | 78 |
176 | 10 | 79 |
131 | 27 | 79 |
197 | 19 | 79 |
197 | 15 | 79 |
197 | 40 | 79 |
138 | 50 | 79 |
180 | 30 | 86 |
197 | 19 | 86 |
197 | 10 | 86 |
192 | 22 | 88 |
197 | 20 | 88 |
145 | 10 | 88 |
116 | 19 | 88 |
149 | 17 | 88 |
197 | 20 | 88 |
196 | 30 | 89 |
185 | 24 | 89 |
190 | 26 | 89 |
148 | 30 | 89 |
151 | 45 | 89 |
197 | 30 | 89 |
164 | 22 | 89 |
114 | 24 | 90 |
162 | 26 | 90 |
167 | 54 | 93 |
133 | 10 | 93 |
118 | 22 | 94 |
194 | 48 | 98 |
179 | 22 | 98 |
174 | 14 | 99 |
181 | 30 | 99 |
136 | 34 | 99 |
197 | 32 | 99 |
107 | 45 | 99 |
125 | 30 | 99 |
57.96875 |
Solutions
Expert Solution
SUMMARY OUTPUT | |||||
Regression Statistics | |||||
Multiple R |
0.2923 | ||||
R Square |
0.0855 | ||||
Adjusted R Square |
0.0757 | ||||
Standard Error |
11.1635 | ||||
Observations | 96 | ||||
ANOVA | |||||
df | SS | MS | F | Significance F | |
Regression | 1 | 1094.7910 | 1094.7910 | 8.7848 | 0.0038 |
Residual | 94 | 11714.5423 | 124.6228 | ||
Total | 95 | 12809.3333 | |||
Coefficients | Standard Error | t Stat | P-value | Lower 95% | |
Intercept | 15.1881 | 2.4649 | 6.1617 | 0.0000 | 10.2940 |
GHSS | 0.1118 | 0.0377 | 2.9639 | 0.0038 | 0.0369 |
recovery time^ = 15.1881 + 0.1118 GHSS
sample size is 96
Hypothesis
p-value = 0.0038
p-value < alpha
hence we reject the null hypothesis
we conclude that GHSS is significant
Но:31 = 0
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