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at scale. This may be used to inform clinical studies relating to the broader social determinants of health using electronic health records. We aimed to detect the incidence and risk factors of type 2 diabetes mellitus (T2DM) development in the suburbs of Beijing. Cohort study with record linkage to incidence data. We performed a 5-year follow-up study in a randomly selected suburban population including 1114 subjects aged ≥18 years living in the suburbs of Beijing. 118 subjects with T2DM at baseline according to the 1999 WHO criteria wer