The Journal of Human Resources · 1989 · 162 citations · 18 references
BusinessHealth PolicyInsuranceHealth EconomicsHealth InsuranceInsurance EconomicsCoverage SelectionEmployer-sponsored Health InsuranceHealth Insurance EconomicsHealth Insurance MarketsInsurance CoveragePremium SettingChoice Of Health PlansChoice Of Insurance PlanEmployer-sponsored Insurance ChoiceFamily Health Insurance PlansHealth Insurance ChoiceHealth Insurance SelectionHealth Plan SelectionSupplemental Health Insurance Plans
We estimate the demand for health plans by employees in 17 Minneapolis firms. The data set has approximately 900 employees who chose a single-coverage health plan and 2, 100 employees who chose family coverage. A nested logit model is empirically shown to be the right approach for modeling health plan choice, with freedom to choose your own doctor being the variable that distinguishes health plan nests. Our estimates show that employees are very sensitive to the out-of-pocket premium for each plan, controlling for other plan characteristics. These results are important both for public policy and for employers who offer multiple health plans.
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Specification Tests for the Multinomial Logit Model
Jerry A. Hausman, Daniel McFadden · Econometrica · 1984 · 2.5K citations · Full text
Econometric Models of Probabilistic Choice
Daniel McFadden · Medical Entomology and Zoology · 1981 · 1.8K citations