In: Statistics and Probability
A global research study found that the majority of today's working women would prefer a better work-life balance to an increased salary. One of the most important contributors to work-life balance identified by the survey was "flexibility," with 41% of women saying that having a flexible work schedule is either very important or extremely important to their career success.
d. If a sample of 400 is taken
The probability that in the sample fewer than 48% say that having a flexible work schedule is either very important or extremely important to their career success is
The probability that in the sample between 33% and 48% say that having a flexible work schedule is either very important or extremely important to their career success is
The probability that in the sample more than 42% say that having a flexible work schedule is either very important or extremely important to their career success is
Solution
Given that,
p = 0.41
1 - p = 1 - 0.41 = 0.59
n = 400
= p = 0.41
= [p ( 1 - p ) / n] = [(0.41 * 0.59) / 400 ] = 0.0246
a) P( < 0.48)
= P[( - ) / < (0.48 - 0.41) / 0.0246 ]
= P(z < 2.85)
Using z table,
= 0.9978
b) P( 0.33 < < 0.48)
= P[(0.33 - 0.41) / 0.0246 < ( - ) / < (0.48 - 0.41) / 0.0246 ]
= P(-3.25 < z < 2.85)
= P(z < 2.85) - P(z < -3.25)
Using z table,
= 0.9978 - 0.0006
= 0.9972
c) P( > 0.42) = 1 - P( < 0.42)
= 1 - P(( - ) / < (0.42 - 0.41) / 0.0246)
= 1 - P(z < 0.41)
Using z table
= 1 - 0.6591
= 0.3409