In: Statistics and Probability
A research group conducted an extensive survey of 3134 wage and salaried workers on issues ranging from relationships with their bosses to household chores. The data were gathered through hour-long telephone interviews with a nationally representative sample. In response to the question, "What does success mean to you?" 1565 responded, "Personal satisfaction from doing a good job." Let p be the population proportion of all wage and salaried workers who would respond the same way to the stated question. Find a 90% confidence interval for p. (Round your answers to three decimal places.)
Solution :
Given that,
n = 3134
x = 1565
= x / n = 1565 /3134 = 0.499
1 - = 1 - 0.499 = 0.501
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 * (((0.499 * 0.501) / 3134) = 0.015
A 90 % confidence interval for population proportion p is ,
- E < P < + E
0.499 - 0.015 < p < 0.499 + 0.015
0.484 < p < 0.514
The 90% confidence interval for the population proportion p is : ( 0.484 , 0.514)