Step 1 :The null hypothesis \(H_{0}: p = 0.24\) and the alternative hypothesis \(H_{a}: p < 0.24\)
Step 2 :Calculate the test statistic: \(z= \frac{0.62-0.24}{\sqrt{\frac{0.24*(1-0.24)}{100}}} = 7.74\)
Step 3 :Calculate the p-value: \(p= 0.0000\)
Step 4 :Since the p-value is less than the significance level of 0.05, we reject the null hypothesis
Step 5 :This means that the researcher's claim that the proportion of unlisted phone numbers has decreased is supported by the survey data