A Researcher Believes That Children Who Attend Elementary School in a Rural

Multiple Choice

A researcher believes that children who attend elementary school in a rural setting have lowerobesity rates then children who attend elementary school in an urban setting. The researchercollects a random sample from each population and records the proportion of children in eachsample who were clinically obese. The data is summarized in the table below. Assume the allconditions for proceeding with a two-sample test have been met.

$\begin{array}{|l|l|}\hline \text { Rural } & \text { Urban } \\\hline n_{1}=95 & n_{2}=100 \\\hline x_{1}=14 & x_{2}=26 \\\hline\end{array}$

Find the z-statistic (rounded to the nearest hundredth) and p-value (rounded to the nearestthousandth) for this hypothesis test. Using a 5% significance level, state the correct conclusionregarding the null hypothesisH0:prural=purban.

A) z=-1.95, p=0.026. There is not sufficient evidence to reject the null hypothesis.
B) z=-1.85, p=0.032. There is sufficient evidence to accept the null hypothesis.
C) z=-1.95, p=0.026. There is sufficient evidence to reject the null hypothesis.
D) z=1.95, p=0.026. There is sufficient evidence to prove that the population proportions are thesame.