In: Statistics and Probability
You are the operations manager for an airline and you are considering a higher fare level for passengers in aisle seats. How many randomly selected air passengers must you survey? Assume that you want to be 90% confident that the sample percentage is within 1.5 percentage points of the true population percentage. Complete parts (a) and (b) below.
a. Assume that nothing is known about the percentage of passengers who prefer aisle seats.
n= 3007
b. Assume that a prior survey suggests that about 38% of air passengers prefer an aisle seat.
n= ?
Answer: You are the operations manager for an airline and you are considering a higher fare level for passengers in aisle seats. How many randomly selected air passengers must you survey? Assume that you want to be 90% confident that the sample percentage is within 1.5 percentage points of the true population percentage.
Solution:
a. Assume that nothing is known about the percentage of passengers who prefer aisle seats.
Assume, p = 0.50
At 90% confidence interval,
Zα/2 = 1.645
Margin of error E = 1.5% = 0.015
Sample size n:
n = p(1-p) * (Zα/2 / E)^2
n = 0.5(1-0.5) * (1.645 /0.015)^2
n = 3006.69
n = 3007
Therefore, required air passengers are 3007.
b. Assume that a prior survey suggests that about 38% of air passengers prefer an aisle seat.
p = 38% = 0.38
Sample size n:
n = p(1-p) * (Zα/2 / E)^2
n = 0.38(1-0.38) * (1.645 /0.015)^2
n = 2833.5088
n = 2834
Therefore, required air passengers are 2834.