PurposeMedications with anticholinergic and sedative properties are widely used among older adults despite strong evidence of harm. The drug burden index (DBI), a pharmacological screening tool, measures these properties across drug classes, and higher DBI drug exposure (DBI > 1) has been associated with certain physical function‐related adverse events. Our aim was to quantify mean daily DBI drug exposure among older adults in the United States (US).MethodsWe screened medications for DBI properties and operationalized the DBI for US Medicare claims. We then conducted a retrospective cohort study of a 20% random, nationwide sample of 4 137 384 fee‐for‐service Medicare beneficiaries aged 66+ years (134 757 039 person‐months) from January 2013 to December 2016. We measured the monthly distribution based on mean daily DBI, categorized as (a) >0 vs 0 (any use) and (b) 0, 0 < DBI ≤ 1, 1 < DBI ≤ 2, and DBI > 2, and examined temporal trends. We described patient‐level factors (eg, demographics, healthcare use) associated with high (>2) vs low (0 < DBI≤1) DBI drug exposure.ResultsThe distribution of the mean daily DBI, aggregated at the month‐level, was: 58.1% DBI = 0, 29.0% 0 < DBI≤1, 9.3% 1 < DBI≤2, and 3.7% DBI > 2. Predictors of high monthly DBI drug exposure (DBI > 2) included certain indicators of increased healthcare use (eg, high number of drug claims), white race, younger age, frailty, and a psychosis diagnosis code.ConclusionsThe predictors of high DBI drug exposure can inform discussions between patients and providers about medication appropriateness and potential de‐prescribing. Future Medicare‐based studies should assess the association between the DBI and adverse events.