In: Statistics and Probability
Health insurers are beginning to offer telemedicine services online that replace the common office visit. Wellpoint provides a video service that allows subscribers to connect with a physician online and receive prescribed treatments. Wellpoint claims that users of its LiveHealth Online service saved a significant amount of money on a typical visit. The data shown below ($), for a sample of 20 online doctor visits, are consistent with the savings per visit reported by Wellpoint.
91 | 35 | 39 |
107 | 84 | 55 |
56 | 48 | 38 |
76 | 49 | 94 |
92 | 72 | 74 |
76 | 92 | 99 |
55 | 81 |
Assuming the population is roughly symmetric, construct a 95% confidence interval for the mean savings for a televisit to the doctor as opposed to an office visit (to 2 decimals).
95% confidence interval: $ to $ per visit
Population is symmetric ,here population standard deviation is unknown so we will follow t distribution
X | X-Mean | (X-Mean)² |
91 | 20.35 | 414.1225 |
107 | 36.35 | 1321.3225 |
56 | -14.65 | 214.6225 |
76 | 5.35 | 28.6225 |
92 | 21.35 | 455.8225 |
76 | 5.35 | 28.6225 |
55 | -15.65 | 244.9225 |
35 | -35.65 | 1270.9225 |
84 | 13.35 | 178.2225 |
48 | -22.65 | 513.0225 |
49 | -21.65 | 468.7225 |
72 | 1.35 | 1.8225 |
92 | 21.35 | 455.8225 |
81 | 10.35 | 107.1225 |
39 | -31.65 | 1001.7225 |
55 | -15.65 | 244.9225 |
38 | -32.65 | 1066.0225 |
94 | 23.35 | 545.2225 |
74 | 3.35 | 11.2225 |
99 | 28.35 | 803.7225 |
Mean=70.65 | ∑(X-Mean)²=9376.55 |
Mean(x̅)=70.65
Standard Deviation(s)=sqrt(∑(X-Mean)²/(n-1))=sqrt(9376.55/19)=22.215
n=20
Degree of freedom=n-1=19
critical value at 95% confidence wih 19 degree of freedom (t)=2.093 (using t table)
95% confidence interval is given by:
x̅ ± t*(s)/sqrt(n)
=70.65±2.093*22.215/sqrt(20)
=70.65±10.40
=(60.25, 81.05)