Questions: The body temperatures of a group of healthy adults have a bell-shaped distribution with a mean of 98.35°F and a standard deviation of 0.56°F. Using the empirical rule, find each approximate percentage below.
a. What is the approximate percentage of healthy adults with body temperatures within 1 standard deviation of the mean, or between 97.79°F and 98.91°F?
b. What is the approximate percentage of healthy adults with body temperatures between 97.23°F and 99.47°F?
Transcript text: The body temperatures of a group of healthy adults have a bell-shaped distribution with a mean of $98.35^{\circ} \mathrm{F}$ and a standard deviation of $0.56^{\circ} \mathrm{F}$. Using the empirical rule, find each approximate percentage below.
a. What is the approximate percentage of healthy adults with body temperatures within 1 standard deviation of the mean, or between $97.79^{\circ} \mathrm{F}$ and $98.91^{\circ} \mathrm{F}$ ?
b. What is the approximate percentage of healthy adults with body temperatures between $97.23^{\circ} \mathrm{F}$ and $99.47^{\circ} \mathrm{F}$ ?
Solution
Solution Steps
Step 1: Understand the Empirical Rule
The empirical rule states that for a bell-shaped distribution (normal distribution):
Approximately \(68\%\) of the data falls within 1 standard deviation (\(\sigma\)) of the mean (\(\mu\)).
Approximately \(95\%\) of the data falls within 2 standard deviations of the mean.
Approximately \(99.7\%\) of the data falls within 3 standard deviations of the mean.
Step 2: Solve Part (a) - Percentage Within 1 Standard Deviation
Given:
Mean (\(\mu\)) = \(98.35^{\circ} \mathrm{F}\)
Standard deviation (\(\sigma\)) = \(0.56^{\circ} \mathrm{F}\)
Range: \(97.79^{\circ} \mathrm{F}\) to \(98.91^{\circ} \mathrm{F}\) (which is \(\mu - \sigma\) to \(\mu + \sigma\)).
Using the empirical rule, the percentage of healthy adults within this range is approximately \(68\%\).
Step 3: Solve Part (b) - Percentage Within 2 Standard Deviations
Given:
Range: \(97.23^{\circ} \mathrm{F}\) to \(99.47^{\circ} \mathrm{F}\) (which is \(\mu - 2\sigma\) to \(\mu + 2\sigma\)).
Using the empirical rule, the percentage of healthy adults within this range is approximately \(95\%\).