Consider the following information.
Standard Deviation |
Mean Observed Time |
Work Element |
(minutes) |
(minutes) |
Performance Rating |
1 |
0.8 |
8.2 |
1.3 |
2 |
0.6 |
9.2 |
1.1 |
3 |
0.5 |
4.4 |
0.8 |
Determine the sample size needed if the standard time estimate is to be within 5% of the true mean 99% of the time.
Answer: - Given data
Standard deviation of work elements and mean observed time
Formula to calculate the sample size needed
N = [(z/a)*(s/x-bar)]²
Where z = 2.58 for 99% confidence interval, a = desired accuracy = 0.05
S = standard deviation and x-bar = mean observed time
For workelement 1 = [(2.58/0.05)*(0.8/8.2)]² = [51.6*0.097]² = [5]² = 25
workelement 2 = [(2.58/0.05)*(0.6/9.2)]² = [51.6*0.065]² = [3.354]² = 11
workelememt 3 = [(2.58/0.05)*(0.5/4.4)]² = [51.6*0.113]² = [5.8308]² = 34
From the above analysis the sample size needed is "34".
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