The chapter examines how to decompose macroeconomic data into trend and cyclical components, and whether doing so is innocuous. The nature of business cycles is examined; specifically, whether a shock-propagation or regime-switching framework is more useful for understanding economic fluctuations. The chapter also discusses whether the economy has self-correcting tendencies that cause it to return to full employment following a recession.