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We exploit substantial variation in land-market institutions across Indian states and detailed household-level panel data to assess the effect of land-market distortions on agricultural productivity. We develop a model of heterogeneous farms and distorted land markets, featuring (a) state-level barriers to land-market participation and (b) idiosyncratic (farm-level) distortions to farm size. We separately identify and estimate the two sources of land-market distortions in each state. We find substantial differences across states in rental barriers with large negative effects on agricultural productivity. Distortions associated with land-market participation contribute substantially to agricultural productivity differences across Indian states.