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This study investigates the process of recovery of Caribbean tourism after being subjected to a major shock. Regime-switching models are employed to decompose tourist arrivals to the region into permanent and transitory components. The paper then provides an assessment of the extent to which shocks cause permanent losses in the levels of tourist arrivals.