Estimating the Tradeoff Between Risk Protection and Moral Hazard with a Nonlinear Budget Set Model of Health Insurance

Working Paper: NBER ID: w18108

Authors: Amanda E. Kowalski

Abstract: Insurance induces a well-known tradeoff between the welfare gains from risk protection and the welfare losses from moral hazard. Empirical work traditionally estimates each side of the tradeoff separately, potentially yielding mutually inconsistent results. I develop a nonlinear budget set model of health insurance that allows for the calculation of both sides of the tradeoff simultaneously, allowing for a relationship between moral hazard and risk protection. An important feature of this model is that it considers nonlinearities in the consumer budget set that arise from deductibles, coinsurance rates, and stoplosses that alter moral hazard as well as risk protection relative to no insurance. I illustrate the properties of my model by estimating it using data on employer sponsored health insurance from a large firm. Within my empirical context, the average deadweight losses from moral hazard substantially outweigh the average welfare gains from risk protection. However, the welfare impact of moral hazard and risk protection are both small relative to transfers from the government through the tax preference for employer sponsored health insurance and transfers from some agents to other agents through a common premium.

Keywords: Health Insurance; Moral Hazard; Risk Protection; Nonlinear Budget Set

JEL Codes: H00; I13


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
moral hazard (G52)welfare losses (D69)
risk protection (G52)welfare gains (D69)
moral hazard (G52)net welfare impact (D69)
top 1% of agents (L85)net gains (D25)
bottom 1% of agents (L85)losses (G33)
Feldstein plan (E65)welfare improvement (I38)

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