A critical value is a point on the test distribution that is compared to the test statistic to determine whether to reject the null hypothesis. It is typically associated with a specific confidence level (e.g., 95%) and is derived from the distribution of the test statistic under the null hypothesis. The most common distributions used in epidemiology include the normal distribution, t-distribution, chi-square distribution, and F-distribution.