Test students' ability to apply difference-in-differences to estimate the causal impact of city-level minimum wage increases on small-business employment using panel data; include constructing treatment/control groups, TWFE and event-study specifications, testing parallel trends, clustering standard errors, addressing staggered adoption, spillovers and anticipation effects, running robustness and falsification checks, and interpreting coefficient estimates for policy conclusions.