A public health researcher records the number of antenatal visits for 14 women. The sample mean is 6.5 visits and the sample standard deviation is 1.8 visits. Calculate the 95% confidence interval for the population mean number of visits.

Mathematics

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Answer

(5.46, 7.54) visits\text{(5.46, 7.54) visits}

Step-by-step solution

5 steps
  1. Identify the given values and the appropriate formula.

    We are given:

    • Sample mean (xˉ\bar{x}) = 6.5 visits
    • Sample standard deviation (ss) = 1.8 visits
    • Sample size (nn) = 14 women
    • Confidence level = 95%

    Since the sample size is small (n<30n < 30) and the population standard deviation is unknown, we use the t-distribution to calculate the confidence interval for the population mean (μ\mu). The formula is:

    xˉ±tα/2,df⋅sn\bar{x} \pm t_{\alpha/2, df} \cdot \frac{s}{\sqrt{n}}
  2. Determine the degrees of freedom and the critical t-value.

    The degrees of freedom (dfdf) are n−1n - 1.

    df=14−1=13df = 14 - 1 = 13

    For a 95% confidence interval, α=1−0.95=0.05\alpha = 1 - 0.95 = 0.05. So, α/2=0.025\alpha/2 = 0.025.
    Using a t-distribution table for df=13df = 13 and α/2=0.025\alpha/2 = 0.025, the critical t-value (t0.025,13t_{0.025, 13}) is approximately 2.160.

  3. Calculate the standard error of the mean.

    The standard error (SESE) is sn\frac{s}{\sqrt{n}}.

    SE=1.814SE = \frac{1.8}{\sqrt{14}} SE≈1.83.741657SE \approx \frac{1.8}{3.741657} SE≈0.4811SE \approx 0.4811
  4. Calculate the margin of error.

    The margin of error (MEME) is tα/2,df⋅SEt_{\alpha/2, df} \cdot SE.

    ME=2.160⋅0.4811ME = 2.160 \cdot 0.4811 ME≈1.039176ME \approx 1.039176
  5. Calculate the confidence interval.

    The confidence interval is xˉ±ME\bar{x} \pm ME.
    Lower bound: 6.5−1.039176≈5.4608246.5 - 1.039176 \approx 5.460824
    Upper bound: 6.5+1.039176≈7.5391766.5 + 1.039176 \approx 7.539176

    Rounding to two decimal places, the 95% confidence interval is:

    (5.46,7.54)(5.46, 7.54)

    The 95% confidence interval for the population mean number of visits is (5.46, 7.54) visits\boxed{\text{(5.46, 7.54) visits}}.

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