To validate imputation methods used to infer plan-level deductibles and
determine which enrollees are in high-deductible health plans (HDHPs) in administrative claims datasets
Insurance exists to protect enrollees against their financial exposure to catastrophically high-cost low-probability events. Indeed, health insurance began as sickness funds, where workers made weekly contributions to a fund that would temporarily provide a reduced wage to those too ill to work.