WJEC Further Unit 5 2022 June — Question 4 12 marks

Exam BoardWJEC
ModuleFurther Unit 5 (Further Unit 5)
Year2022
SessionJune
Marks12
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicLinear combinations of normal random variables
TypeConfidence interval for single proportion
DifficultyStandard +0.3 This is a standard confidence interval question for a single proportion with routine calculations. Part (a) requires the basic formula with normal approximation, part (b) tests understanding of approximation conditions (standard textbook knowledge), and part (c) involves sample size calculation using the width formula. All parts follow well-established procedures with no novel problem-solving required, making it slightly easier than average for Further Maths statistics.
Spec2.04e Normal distribution: as model N(mu, sigma^2)2.04f Find normal probabilities: Z transformation5.05d Confidence intervals: using normal distribution

4. The Department of Health recommends that adults aged 18 to 65 should take part in at least 150 minutes of aerobic exercise per week. The results of a survey show that 940 out of 2000 randomly selected adults aged 18 to 65 in Wales take part in at least 150 minutes of aerobic exercise per week.
  1. Calculate an approximate \(95 \%\) confidence interval for the proportion of adults aged 18 to 65 in Wales who take part in at least 150 minutes of aerobic exercise per week.
  2. Give two reasons why the interval is approximate.
  3. Suppose that a \(99 \%\) confidence interval is required, and that the width of the interval is to be no greater than \(0 \cdot 04\). Estimate the minimum additional number of adults to be surveyed to satisfy this requirement.

Question 4:
Part (a):
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(\hat{p} = \frac{940}{2000} = 0.47\)B1
\(ESE = \sqrt{\frac{\hat{p}(1-\hat{p})}{n}} = \sqrt{\frac{0.47 \times 0.53}{2000}} = 0.01116\ldots\)M1, A1 FT their \(\hat{p}\) for M1A1
95% confidence limits are \(\hat{p} \pm z \times ESE\)M1 FT their \(\hat{p}\) and ESE for M1A1
\(0.47 \pm 1.96 \times 0.01116\ldots\)A1
Giving \([0.448, 0.492]\)A1 cao
Part (b):
AnswerMarks Guidance
Answer/WorkingMark Guidance
Two valid reasons e.g. We have used an approximate value for \(p\) (in calculating the standard error); The binomial distribution has been approximated by the normal distribution; No continuity correction has been usedE2 E1 for one reason
Part (c):
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(2.5758\ldots \times \sqrt{\frac{0.53 \times 0.47}{n}} \leq 0.02\)M1 Full FT their \(\hat{p}\); Attempt at equation or inequality with 2.5758, \(n\) and 0.02
\(\frac{2.5758\ldots \times \sqrt{0.53 \times 0.47}}{0.02} \leq \sqrt{n}\)A1 Correct equation or inequality; 4132.4295… from \(Z_{0.995} = 2.576\)
\(n \geq 4131.88\ldots\)A1 2133 from \(Z_{0.995} = 2.576\)
Therefore, an additional \((4132 - 2000 =)\ 2132\) peopleA1
# Question 4:

## Part (a):

| Answer/Working | Mark | Guidance |
|---|---|---|
| $\hat{p} = \frac{940}{2000} = 0.47$ | B1 | |
| $ESE = \sqrt{\frac{\hat{p}(1-\hat{p})}{n}} = \sqrt{\frac{0.47 \times 0.53}{2000}} = 0.01116\ldots$ | M1, A1 | FT their $\hat{p}$ for M1A1 |
| 95% confidence limits are $\hat{p} \pm z \times ESE$ | M1 | FT their $\hat{p}$ and ESE for M1A1 |
| $0.47 \pm 1.96 \times 0.01116\ldots$ | A1 | |
| Giving $[0.448, 0.492]$ | A1 | cao |

## Part (b):

| Answer/Working | Mark | Guidance |
|---|---|---|
| Two valid reasons e.g. We have used an approximate value for $p$ (in calculating the standard error); The binomial distribution has been approximated by the normal distribution; No continuity correction has been used | E2 | E1 for one reason |

## Part (c):

| Answer/Working | Mark | Guidance |
|---|---|---|
| $2.5758\ldots \times \sqrt{\frac{0.53 \times 0.47}{n}} \leq 0.02$ | M1 | Full FT their $\hat{p}$; Attempt at equation or inequality with 2.5758, $n$ and 0.02 |
| $\frac{2.5758\ldots \times \sqrt{0.53 \times 0.47}}{0.02} \leq \sqrt{n}$ | A1 | Correct equation or inequality; 4132.4295… from $Z_{0.995} = 2.576$ |
| $n \geq 4131.88\ldots$ | A1 | 2133 from $Z_{0.995} = 2.576$ |
| Therefore, an additional $(4132 - 2000 =)\ 2132$ people | A1 | |
4. The Department of Health recommends that adults aged 18 to 65 should take part in at least 150 minutes of aerobic exercise per week. The results of a survey show that 940 out of 2000 randomly selected adults aged 18 to 65 in Wales take part in at least 150 minutes of aerobic exercise per week.
\begin{enumerate}[label=(\alph*)]
\item Calculate an approximate $95 \%$ confidence interval for the proportion of adults aged 18 to 65 in Wales who take part in at least 150 minutes of aerobic exercise per week.
\item Give two reasons why the interval is approximate.
\item Suppose that a $99 \%$ confidence interval is required, and that the width of the interval is to be no greater than $0 \cdot 04$. Estimate the minimum additional number of adults to be surveyed to satisfy this requirement.
\end{enumerate}

\hfill \mbox{\textit{WJEC Further Unit 5 2022 Q4 [12]}}