The Breusch-Pagan Test is a statistical procedure used to detect heteroskedasticity in a regression model, which occurs when the variance of the errors is not constant across observations. Identifying heteroskedasticity is crucial because it can lead to inefficient estimates and affect the validity of inferential statistics like hypothesis tests and confidence intervals.