Underinsurance matters for disaster recovery. Across households that lost homes to a major wildfire, each 10 percentage point increase in underinsurance reduces the likelihood of filing a rebuilding permit within a year of the fire by 4 percentage points. To understand why consumers purchase underinsured policies, we build a discrete choice insurance demand model. The results suggest that policyholders treat insurers that write less coverage as if they set lower premiums, forgoing options to get more coverage at the same premium from other insurers — a pattern we call coverage neglect. Our findings suggest that coverage limits are either not salient to consumers or difficult to estimate without the input of insurance agents. Under a counterfactual without coverage neglect, consumer surplus increases by $290 per year, or 10 percent of annual premiums, on average.

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