Confidence intervals provide a range of values that are likely to contain the population parameter being estimated. For example, a 95% confidence interval means that we are 95% confident that the true population parameter lies within this range. Confidence intervals are critical in decision making, helping businesses understand the degree of uncertainty involved in their estimates.