Suppose a government launches a new job training program and proudly announces that participants’ earnings rose by 15% afterwards. Did the program cause that increase, or would those earnings have grown anyway? This chapter gives you the tools to answer questions like that. We will learn how economists separate cause and effect when they cannot run a perfect experiment.