Insurance or deliberate use of the law for financial gain? Testing for heterogeneous filing behavior in personal bankruptcy *

43 Pages Posted: 16 Oct 2025

See all articles by Li Gan

Li Gan

Texas A&M University - Department of Economics; National Bureau of Economic Research (NBER)

Manuel A. Hernandez

International Food Policy Research Institute (IFPRI)

Shuoxun Zhang

Sichuan University - Business School

Date Written: August 10, 2021

Abstract

Personal bankruptcy can serve as insurance for large financial shocks but may also provide an opportunity for deliberate use. This paper proposes and implements a model to test for the coexistence of heterogeneous filing behaviors in the bankruptcy decision. We identify two different filing behaviors using data from the United States. One group can be associated with individuals who do not intend to deliberately use the law in the absence of an adverse event, while the second group is more consistent with a "strategic" behavior that also exhibits a higher probability of filing for bankruptcy and financial benefit from filing. The larger prevalence of the first group supports the insurance function of bankruptcy. We further show that the proposed model can help to better identify eventual filers compared to standard probabilistic models that do not allow for heterogeneous filers.

Keywords: Heterogeneous filing behavior, personal bankruptcy, financial gain, debt manipulation JEL codes: G51, C31, D14, C38, K35

Suggested Citation

Gan, Li and Hernandez, Manuel A. and Zhang, Shuoxun, Insurance or deliberate use of the law for financial gain? Testing for heterogeneous filing behavior in personal bankruptcy * (August 10, 2021). Available at SSRN: https://ssrn.com/abstract=5589850 or http://dx.doi.org/10.2139/ssrn.5589850

Li Gan

Texas A&M University - Department of Economics ( email )

5201 University Blvd.
College Station, TX 77843-4228
United States

National Bureau of Economic Research (NBER) ( email )

1050 Massachusetts Avenue
Cambridge, MA 02138
United States

Manuel A. Hernandez

International Food Policy Research Institute (IFPRI) ( email )

1201 Eye St, NW,
Washington, DC 20005
United States

Shuoxun Zhang (Contact Author)

Sichuan University - Business School ( email )

Sichuan University
Business School
Chengdu, Sichuan 610064
China

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