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The incidence of cutaneous malignant melanoma has steadily increased over the past 50 years in predominately fair‐skinned populations. This increase is reported to have leveled off recently in several Northern and Western European countries, Australia, New Zealand and in North America. We studied the global patterns and time trends in incidence of melanoma by country and sex, with a focus on and age‐ and cohort‐specific variations. We analyzed the incidence data from 39 population‐based cancer registries, examining all‐ages and age‐truncated standardized incidence rates of melanoma, estimating the annual percentage change and incidence rate ratios from age‐period‐cohort models. Incidence rates of melanoma continue to rise in most European countries (primarily Southern and Eastern Europe), whereas in Australia, New Zealand, the U.S., Canada, Israel and Norway, rates have become rather …