“…Moreover, a recent study has documented international differences in the frequency of COPD exacerbations even among patients with the same exacerbation history. 38 It is not clear to what extent the presence of multiple other predictors could explain away such variability. In general, it is likely that prediction models of exacerbations need to be recalibrated to their specific settings (e.g., country, type of care [primary, secondary, or tertiary], and socioeconomic status), as has been demonstrated recently for cardiovascular risk prediction models.…”