Empirical analysis of consumer bankruptcy outcomes using 8 million federal cases from the Federal Judicial Center, covering all 94 bankruptcy districts.
Searches across 23.1M records: 7.9M bankruptcy case captions (PACER + RECAP), 11.5M PPP recipients, 3.7M EIDL recipients. Public-record data only.
A bankruptcy mill is a high-volume law firm that processes large numbers of bankruptcy cases with minimal attorney involvement. Cases are often handled by paralegals or software, leading to errors, missed deadlines, and poor outcomes for clients.
Our research uses the Federal Judicial Center's Integrated Database, the most comprehensive public record of federal bankruptcy filings in the United States. We cross-reference this data with PACER docket records, CourtListener archives, and RECAP to build a complete picture of consumer bankruptcy outcomes. The downstream case-level index is published at /cases/.
Our empirical research has been submitted to the Advisory Committee on Bankruptcy Rules for consideration.
Docketed March 23, 2026 by the Advisory Committee on Bankruptcy Rules. Proposes automated screening of Section 1328(f) discharge eligibility at the point of case filing, supported by analysis of 8 million FJC records across all 94 federal districts.
This is the first data-backed proposal submitted to the Rules Committee that quantifies the scale of non-enforcement of Section 1328(f) discharge eligibility requirements. The submission identifies 392,412 repeat filers who received a discharge with no documented eligibility verification.
All reports are published on our research platform and are freely available.
An indexed map of the U.S. Trustee Program's public reports and studies (criminal referrals, debtor audits, GAO/RAND/FBI studies, manuals), with links to the authoritative DOJ sources and our data pages. June 2026.
A plain-language, statute-sourced explainer of a Subchapter V trustee's duties under 11 U.S.C. 1183, drawn from the USTP's official Subchapter V Trustee Handbook. June 2026.
Public data: bankruptcy-related criminal referrals the U.S. Trustee Program made to U.S. Attorneys across 19 fiscal years, with formal charges filed (as of each report date) and prosecutions declined. June 2026.
Public data: results of the U.S. Trustee Program's consumer-bankruptcy debtor audits across 16 fiscal years, random vs exception, and the rate of cases with a material misstatement. June 2026.
Public data: the U.S. Trustee Program's civil-enforcement actions, litigation outcomes, and potential financial impact, by statutory category and fiscal year, reproduced from official USTP tables. June 2026.
The ABI Commission proposed nearly 50 reforms in 2019. We measure what changed using 8 million federal cases. March 2026.
Complete index of published reports on 1328f.org, including district analyses, attorney scorecards, and outcome studies.
Detailed documentation of our data sources, statistical methods, and validation procedures.
Step-by-step instructions for reproducing our analysis using publicly available data. Includes SQL queries, Python scripts, and data dictionaries.
OBP's empirical findings form the basis for Suggestions 26-BK-3 and 26-BK-5, docketed by the federal Advisory Committee on Bankruptcy Rules. Our dataset and methodology are available to any academic researcher working on bankruptcy-related empirical research, and we welcome critique and replication.
If you are a researcher interested in our data or methodology, please contact us at [email protected].
All of our tools, scripts, and analysis code are published on GitHub under open-source licenses.
Further Reading & Resources
Authority sources for deeper research on the Open Bankruptcy Project and 1328(f) research:
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