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In a sample of 171 students at an Australian university that introduced the use of plagiarism-detection software in a number of courses, 58 students indicated a belief that such software unfairly targets students (鈥淪tudent and Staff Perceptions of the Effectiveness of Plagiarism Detection Software,鈥 Australian J. of Educ. Tech., 2008: 222鈥240). Does this suggest that a majority of students at the university do not share this belief? Test appropriate hypotheses.

Short Answer

Expert verified

There isn't enough evidence to back up the allegation that the majority of the students at the university do not share their belief.

Step by step solution

01

Define p-value in hypothesis testing.

The null hypothesis states that the population mean is equal to the value mentioned in the claim. If the null hypothesis is the claim, then the alternative hypothesis states the opposite of the null hypothesis.

\(\begin{array}{l}{H_0}:p = 0\\{H_a}:p \ne 0\end{array}\)

The formula for the value of the test statistic is given by,\(z = \frac{{\hat p - {p_0}}}{{\sqrt {\frac{{{p_0}\left( {1 - {p_0}} \right)}}{n}} }}\).

The sample proportion is calculated by dividing the number of successes by the sample size. \(\hat p = \frac{x}{n}\)

02

Test the appropriate hypothesis.

Let the given be:

\(\begin{array}{c}x = 171 - 58 = 113\\n = 171\\\alpha = 0.01\end{array}\)

Claim that the proportion is more than\(0.50\)or\(50\% \).

Sample proportion:

\(\begin{aligned}{c}\hat p &= \frac{x}{n}\\ &= \frac{{113}}{{171}}\\ &\approx 0.6608\end{aligned}\)

The value of the test-statistic:

\(\begin{aligned}{c}z &= \frac{{\hat p - {p_0}}}{{\sqrt {\frac{{{p_0}\left( {1 - {p_0}} \right)}}{n}} }}\\ &= \frac{{0.6608 - 0.50}}{{\sqrt {\frac{{0.50(1 - 0.50)}}{{171}}} }}\\ &\approx 4.21\end{aligned}\)

When the null hypothesis is true, the P-value is the chance of getting the test statistic's value, or a value that is more extreme. Using the normal probability table in the appendix, calculate the P-value.

\(\begin{aligned}{c}P &= P(Z > 4.21)\\ &= 1 - P(Z < 4.21)\\ &= 1 - 1\\ &= 0\end{aligned}\)

Since the P-value is smaller than the significance level\(\alpha \), then reject the null hypothesis:

\(P > 0.05 \Rightarrow R{\rm{eject }}{H_0}\)

There isn't enough evidence to back up the allegation that the majority of the students at the university do not share their belief.

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