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To examine whether there is heterogeneity in the risk factors for skin cancer among the high-risk population in Slovenia, a Central European country with the second-largest age-standardized melanoma-related mortality rate in Europe. We analyzed data collected during the 'Euromelanoma Day' 2010-2019. The outcome was the prevalence of newly suspected skin cancer. The independent variables were 17 known risk factors and protective behaviors. We performed a latent class analysis with skin cancer as a covariate. We analyzed data from 1711 pa