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What We Do
We use publicly available court data to measure consumer bankruptcy outcomes at scale. Our tools screen for statutory violations, compare attorney performance against empirical baselines, and identify patterns that affect hundreds of thousands of debtors each year.
Every dataset is derived from public records. Every tool is open-source. Every finding is reproducible.
Our Section 1328(f) Discharge Screener has screened filings across all 94 federal bankruptcy districts and identified 391,951 prior filers who received discharge with zero eligibility verification. If you are considering filing again, use our Free Eligibility Screener to check whether a statutory bar applies to your case, or read our guide on Waiting Periods Between Filings.
Featured
BAPCPA at 20: What the Data Shows
Twenty years after the Bankruptcy Abuse Prevention and Consumer Protection Act, an empirical assessment of its major consumer provisions using 4.9 million cases. The discharge bar, the means test, credit counseling, filing fees, completion rates, and the attorney effect.
Latest Reports
Chapter 13 Dismissal Rates by District: National Analysis
Chapter 13 has a national completion rate of approximately 33-40%. Dismissal rates vary by more than 30 percentage points across districts. Attorney quality is the strongest predictor of outcomes.
What Is a Bankruptcy Mill? A Data-Driven Definition
No standard empirical definition exists. This report proposes a framework using 8 measurable indicators, validated against published sanctions opinions from federal courts and state bar authorities.
Measuring Bankruptcy Attorney Performance Using Public Data
Control group construction, metric selection, statistical validation, and interpretation guidelines for measuring attorney performance using PACER data. Designed for replication in any federal district.
How We Screened 4.9 Million Bankruptcy Cases
Technical walkthrough of the Section 1328(f) screening methodology: data sources, filing-date-to-filing-date calculation per In re Blendheim, de-staling procedures, and verification.
How to Read Your Attorney's PACER Record
A plain-English guide to using free public court records to evaluate a bankruptcy attorney's track record before you hire them.
In a Multi-District Sample, 114 Courts Granted Discharge in Verified Sample When Federal Law Said No
In a multi-district sample, we identified 264 cases where Section 1328(f) barred discharge. 114 received discharge anyway. The actual national count is likely far higher.
Prior-Filing Discharge Rates: National Analysis
National analysis of Chapter 13 discharge rates for debtors with prior bankruptcy filings. 1,627,116 cases across 94 districts.
Who Watches the Watchmen? The Enforcement Gap
The U.S. Trustee Program oversees bankruptcy in 88 of 94 districts, but enforcement is reactive, under-resourced, and lacks cross-district attorney tracking.
The Filing Fee Trap
A failed Chapter 13 can cost $3,400-$5,700+ with nothing to show for it. Filing fees are non-refundable, attorney retainers are earned on filing, and your credit report carries the scar for up to 10 years.
Section 109(g): The Filing Bar for Dismissed Debtors
Explanation of Section 109(g), the 180-day filing bar for dismissed bankruptcy debtors, how courts enforce it, and what the data shows about rapid refiles.
Section 727(a)(8): The Chapter 7 Discharge Bar
The Chapter 7 discharge bars for repeat filers under Sections 727(a)(8) and 727(a)(9), how they interact with Section 1328(f), and the complete bar window table.
Mandatory Credit Counseling: Costs vs. Benefits
BAPCPA required pre-filing credit counseling and post-filing financial management courses. After 20 years, empirical data shows the mandate's costs outweigh its measurable benefits.
The Means Test at 20: Did It Work?
Empirical analysis of BAPCPA's means test after 20 years. Data from 4.9 million cases shows whether Section 707(b) reduced abuse or created new barriers for consumer debtors.
Repeat Filers and the Discharge Bar: A 20-Year Assessment
BAPCPA created Section 1328(f) to bar repeat filers from receiving Chapter 13 discharges. Data from 4.9 million cases reveals the provision is largely unenforced.
The Infrastructure of Bankruptcy Failure
Four commercialized industries profit from consumer bankruptcy without accountability for outcomes: coverage attorney marketplaces, petition preparers, mandatory credit counseling, and debt relief steering.
Docket Watch
Tracking enforcement actions, rule changes, and significant developments in consumer bankruptcy accountability. View the full docket watch feed.
Suggestion 26-BK-3 Published on uscourts.gov
Our empirical research has been published on uscourts.gov as Suggestion 26-BK-3 and forwarded to the Advisory Committee on Bankruptcy Rules and the Standing Committee on Rules of Practice and Procedure. The suggestion proposes amending Fed. R. Bankr. P. 4004 to require automated Section 1328(f) screening before discharge, supported by data from 4.9 million cases across 94 federal districts.
Rules Committee Submission Accepted
Empirical data supporting Suggestion 26-BK-3 (Connelly/Kahn proposed amendment to Fed. R. Bankr. P. 4004) submitted to the Administrative Office of the U.S. Courts. Data covers 4.9 million cases across 94 districts with open-source screening tool.
Section 1328(f) Screening Complete: 391,951 Unverified Discharges
Full de-staling complete across every federal bankruptcy district. 391,951 prior filers received Chapter 13 discharges with zero eligibility verification. In a verified 7-district sample, 264 sample cases were confirmed violations where debtors filed within the Section 1328(f) statutory bar window. Filing-date-to-filing-date methodology per In re Blendheim.
Legal References
All research references the following federal statutes and rules. Full text available from the Legal Information Institute at Cornell Law School.
- 11 U.S.C. Section 1328 - Discharge (including subsection (f) discharge bar)
- 11 U.S.C. Section 727 - Discharge under Chapter 7 (including (a)(8) and (a)(9) time bars)
- 11 U.S.C. Section 109 - Who may be a debtor (including (g) filing bar)
- 11 U.S.C. Section 329 - Debtor's transactions with attorneys (fee disgorgement)
- Fed. R. Bankr. P. 4004 - Granting or Denying a Discharge
- 28 U.S.C. Section 2075 - Bankruptcy Rules Enabling Act
Tools
All tools are free, open-source, and run on public federal court data. View all available tools and resources.
1328(f) Discharge Screener
Check whether Section 1328(f) bars discharge in a specific case. Client-side only - no data collected.
Use ScreenerNational District Map
Interactive map of all 94 federal bankruptcy districts with screening status, violation counts, and prior-filer rates.
View MapSource Code
All tools are open-source. Inspect the methodology, run your own analysis, or contribute improvements.
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