INS and Insulin resistance: In this very large occupational cohort of Spanish workers (n = 117,298), we observed consistent, dose-responsive associations between sociodemographic and lifestyle factors and the probability of presenting high values in three non-insulin insulin-resistance (IR) risk indices (TyG, METS-IR, and SPISE-IR).