Confidence intervals provide a range of values that act as an estimated range of the population parameter. They are calculated using sample data and statistics to determine how close the sample estimate is to the true population value. Confidence intervals allow researchers to estimate how precise their sample results are by providing a range of plausible values for the true population parameter.