Final answer:
The correct answer is option c) both the median and mean. When dealing with a skewed distribution, using both the median and the mean provides a more complete picture of the data.
Step-by-step explanation:
The best response when a distribution is skewed is to report both the median and mean, as they provide a more complete understanding of the data's spread and central tendency.The mean tends to be pulled in the direction of the skew, while the median is less affected by extreme values.
This is because the median is the middle value that separates the higher half from the lower half of the data set, making it a better measure of central tendency in skewed distributions. However, the mean is still important as it incorporates all data points and thus reflects the skewness of the distribution. In summary, reporting both measures gives a more thorough understanding of the spread and central tendency of the data.