In: Statistics and Probability
A physician with a practice is currently serving 280 patients. The physician would like to administer a survey to his patients to measure their satisfaction level with his practice. A random sample of 20 patients had an average satisfaction score of 7.6 on a scale of 1-10. The sample standard deviation was 1.5. Complete parts a and b below.
a. Construct a 99% confidence interval to estimate the average satisfaction score for the physician's practice. The 99% confidence interval to estimate the average satisfaction score is (_,_) .
Solution :
Given that,
Point estimate = sample mean = = 7.6
sample standard deviation = s = 1.5
sample size = n = 20
Degrees of freedom = df = n - 1 = 20 - 1 = 19
At 99% confidence level
= 1 - 99%
=1 - 0.99 =0.01
/2
= 0.005
t/2,df
= t0.005,19 = 2.861
Margin of error = E = t/2,df * (s /n)
= 2.861 * (1.5 / 20)
Margin of error = E = 0.96
The 99% confidence interval estimate of the population mean is,
± E
= 7.6 ± 0.96
= ( 6.64, 8.56 )