Your It Department Provided You Data On Patients

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.

  1. Purpose
  2. Importance
  3. Variables
  4. Sample Size
  5. Hypothesis
  6. Methodology
  7. Findings
  8. 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


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