To find the median of the ages of the 12 runners, we first need to arrange the ages in ascending order:
14, 15, 16, 19, 19, 23, 24, 27, 30, 31, 31, 33
Since there are 12 ages (an even number), the median will be the average of the 6th and 7th values in the ordered list.
The 6th and 7th ages are:
- 6th: 23
- 7th: 24
Now we calculate the median:
\[ \text{Median} = \frac{23 + 24}{2} = \frac{47}{2} = 23.5 \]
Thus, the median age of the runners is 23.5.
Interpretation: The median represents the typical age of the runners in the marathon, meaning that half of the runners are younger than 23.5 years old, and half are older. This value provides a central point of comparison for analyzing age distribution among the runners.