In: Math
Research by Steelcase found the average worker get interrupted every 11 minutes and takes 23 minutes to get back on task. From a random sample of 200 workers, 168 said they are interrupted every 11 minutes by email, texts, alerts, etc. Find the 90% confidence interval of the population proportion of workers who are interrupted every 11 minutes.
Solution :
Given that,
n = 200
x = 168
= x / n = 168 / 200 =
0.840
1 - = 1 - 0.840 = 0.160
At 90% confidence level the z is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
Z/2
= Z0.05 = 1.645
Margin of error = E = Z / 2 *
((
* (1 -
)) / n)
= 1.645 * (((0.840 * 0.160) / 200)
= 0.043
A 90% confidence interval for population proportion p is ,
- E < P <
+ E
0.840 - 0.043 < p < 0.840 + 0.043
0.797 < p < 0.893
(0.797 , 0.893)