Economic scholarship has changed dramatically in the past half-century, becoming far more empirical and much less abstract and theoretical. The winds of change have blown most strongly in applied microeconomics, but econometrics has been left far behind. This column argues that econometrics teaching needs an overhaul and that this change has to start with better textbooks.