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Smartphone Ownership. The Pew Internet \& American Life Project conducted a survey of smartphone ownership. One aspect of the study involved the gender of smartphone owners. Of 1029 sampled men, 607 owned a smartphone; and of 1223 sampled women, 648 owned a smartphone. At the 1% significance level, do the data provide sufficient evidence to conclude that a difference exists in the percentages of smartphone owners between men and women?

Short Answer

Expert verified

The data does not support the conclusion that there is a difference in the percentages of smartphone owners between men and women.

Step by step solution

01

Given Information

Sample size is n=1029.

Number of success is x=607.

Sample proportion would be p^=xn

=6071029

=0.590

02

Explanation

For men:

A significance level of α,

To find zα/2using table II.

The significance level is 1%. i.e. α=0.01.

Using table II,

zα/2=z0.01/2

=z0.005

=2.58.

The confidence interval for pis

p^±zα/2·p^(1-p^)n

⇒CI=0.590±2.580.590(1-0.590)1029

⇒CI=0.590±0.04

⇒CI=0.55to0.63

⇒CI=55%to63%

03

Explanation

For women:

Sample size is n=1223.

Number of success is x=648.

Sample proportion would be p^=xn

=6481223

=0.5298

A significance level of α,

To find zα/2using table II.

Significance level is 1%.

i.e. α=0.01.

Using table II,

zα/2=z0.01/2

=z0.005

=2.58.

04

Explanation

The confidence interval for pis given as-

p^±zα/2·p^(1-p^)n

⇒CI=0.5298±2.580.5298(1-0.5298)1223

⇒CI=0.5298±0.0368

⇒CI=0.4930to56.66

⇒CI=59.30%to56.66%

One could assume that the data does not provide adequate information to indicate that men and women have different percentages of smartphone owners.

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