In: Statistics and Probability
A child psychologist wishes to estimate the percentage of fathers who watch their preschool-aged child when the mother works. What size sample should be obtained if she whises the estimate to be within 3 percentage points with 97% confidence if
A. she uses a 2005 estimate of 82% obtained from the U.S Census Bureau?
Z= n=
B. She does not use any prior estimates.
n=
Solution:
Given:
p = proportion of fathers who watch their preschool-aged child when the mother works
E = Margin of Error = 3% = 0.03
c = Confidence level = 97%
Part A) Find sample size when p = 82% = 0.82
Formula:
We need to find zc value for c=97% confidence level.
Find Area = ( 1 + c ) / 2 = ( 1 + 0.97) /2 = 1.97 / 2 = 0.9850
Area 0.9850 corresponds to 2.1 and 0.07
Thus z = 2.17
that is: zc = 2.17
Thus we get :
( Note: Sample size is always rounded up)
Part B) She does not use any prior estimates.
Thus we use p = 0.5
Thus we get: