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CHAPTER 1. BANKRUPTCY 6<br />

superficial benefit of <strong>in</strong>creas<strong>in</strong>g conventional coverage—may not be socially desirable.<br />

By study<strong>in</strong>g the <strong>in</strong>teraction between implicit <strong>and</strong> conventional <strong>in</strong>surance, this pa-<br />

per is closely related to the literature on long-term care <strong>in</strong>surance <strong>and</strong> the implicit<br />

<strong>in</strong>surance from spend<strong>in</strong>g down assets <strong>and</strong> qualify<strong>in</strong>g for Medicare, such as ?. Like<br />

them, I f<strong>in</strong>d that implicit <strong>in</strong>surance can cause substantial crowd-out. It is more gen-<br />

erally related to a literature <strong>in</strong> macroeconomics that assesses the equilibrium effects<br />

of bankruptcy as a form of consumption <strong>in</strong>surance aga<strong>in</strong>st a range of different shocks,<br />

<strong>in</strong>clud<strong>in</strong>g those related to earn<strong>in</strong>gs, divorce, childbear<strong>in</strong>g, lawsuits, <strong>and</strong> medical bills<br />

(??). By exam<strong>in</strong><strong>in</strong>g unpaid care, this paper is also related to ? <strong>and</strong> ?, who f<strong>in</strong>d a<br />

negative association between measures of charity care <strong>and</strong> <strong>in</strong>surance coverage. And<br />

this paper shares similarities with a literature that exam<strong>in</strong>es the effect of medical debt<br />

on bankruptcy fil<strong>in</strong>gs (e.g., ???), although unlike these papers, I treat bankruptcy as<br />

threat-po<strong>in</strong>t, not a dependent variable to be expla<strong>in</strong>ed. In this, my approach more<br />

closely resembles the “<strong>in</strong>formal bankruptcy” viewpo<strong>in</strong>t advanced by ?, who show that<br />

credit card debt is charged off without a bankruptcy fil<strong>in</strong>g <strong>in</strong> the majority of cases.<br />

The rest of the paper proceeds as follows: Section 2 presents the <strong>in</strong>stitutional<br />

background <strong>and</strong> a simple model. Section 3 provides an overview of the data. Sections<br />

4 discusses the identification strategy. The ma<strong>in</strong> empirical results are presented <strong>in</strong><br />

Sections 5 <strong>and</strong> 6. The micro-simulation model is presented <strong>in</strong> Section 7. Section 8<br />

discusses puzzles <strong>in</strong> the literature <strong>and</strong> policy implications. Section 9 concludes.<br />

1.2 Bankruptcy as a Form of High-Deductible Health<br />

Insurance<br />

1.2.1 Institutional Background<br />

The implicit <strong>in</strong>surance from bankruptcy arises from the comb<strong>in</strong>ation of three <strong>in</strong>sti-<br />

tutional features: the fact that most medical care is provided on credit even when<br />

repayment is unlikely, the ability of households to discharge this debt <strong>in</strong> bankruptcy,<br />

<strong>and</strong> the <strong>in</strong>centive for households <strong>and</strong> creditors to come to a negotiated solution to<br />

avoid the deadweight loss from a formal bankruptcy fil<strong>in</strong>g.

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