Available at SSRN: https://ssrn.com/abstract=6475198 or http://dx.doi.org/10.2139/ssrn.6475198
Abstract:
Female-owned firms are more likely to be pushed into liquidation and less likely to emerge successfully from bankruptcy than observably similar male-owned firms, and the gap widens sharply when courts are congested. In our data on U.S. small-business bankruptcies, female-owned firms are 24 percent more likely to file under Chapter 7 and, conditional on Chapter 11, are considerably less likely to receive a discharge. Evidence from 1.9 million SBA loan records shows little difference in observable pre-filing credit quality between female-and male-owned firms, weakening a simple creditworthiness explanation. This discharge penalty is concentrated among high-caseload judges. Event study evidence around unexpected judicial departures, which raise surviving judges' workloads, shows the female gap widening after vacancy shocks. Women also respond on the filing margin, turning to Chapter 7 more often in congested courts, while experienced attorneys partly offset this avoidance without closing the discharge gap. The evidence points to a post-failure institutional friction in entrepreneurship.
Commentary:
There are articles that confirm what practitioners suspect, and then there are articles that quantify it in ways that should make courts—and counsel—pause. This one falls squarely in the latter category.
Core Findings of the Research (and Why They Matter)
Using a remarkably deep dataset of small-business bankruptcies, the authors identify two persistent and troubling patterns:
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Women-owned businesses are more likely to file Chapter 7 than Chapter 11
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And less likely to obtain a discharge in Chapter 11 once they get there
These are not marginal differences. Female-owned firms are about 24% more likely to liquidate, and even when they attempt reorganization, they face a meaningful discharge disadvantage.
Even more striking—and far more relevant to those of us practicing daily in bankruptcy courts—is why.
It’s Not (Primarily) About the Debtor
The usual defense—“those cases must just be weaker”—doesn’t hold up well here.
The authors pull SBA loan data (1.9 million records) and show that pre-filing credit quality between male- and female-owned firms is largely similar.
In other words:
This is not just about who files.
It’s about what happens after they file.
And that brings us to the real driver.
Judicial Workload: The Hidden Variable
The most important—and frankly most actionable—finding is this:
The gender gap widens dramatically when judges are overloaded.
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Under low caseloads → little to no gender gap
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Under high caseloads → women are 11–12 percentage points less likely to receive a discharge
And this isn’t just correlation. The paper uses judicial vacancy shocks (when a judge dies or leaves) to show that:
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Caseloads spike
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And female outcomes worsen shortly thereafter
That is about as close as empirical legal scholarship gets to isolating causation.
Translation for Practitioners
When the docket is heavy, judges—like all humans—shift toward:
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Faster screening
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Less individualized analysis
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Greater reliance on heuristics
And that shift has distributional consequences.
A Practitioner’s Take: Forum Selection Suddenly Matters More
We often think of venue in terms of:
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Subchapter V familiarity
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Local rules
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Trustee practices
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Speed of confirmation
This research suggests adding another axis:
Judicial bandwidth.
If you are filing a Subchapter V or small business Chapter 11:
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A court with manageable caseloads may not just be more efficient
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It may be substantively fairer in outcome
That is not forum shopping in the pejorative sense.
That is forum awareness in light of institutional reality.
The Two Margins: Filing vs. Outcome
The research cleanly separates two decision points:
1. The Filing Decision (Chapter 7 vs. 11)
Women are more likely to choose Chapter 7, particularly in:
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High-caseload courts
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Districts with historically worse outcomes
That suggests rational, experience-based decision making by debtors and counsel.
2. The Outcome Decision (Inside Chapter 11)
Once in Chapter 11:
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The judge’s workload dominates
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Attorney quality matters less for ultimate outcomes
The Role of Attorneys: Important, But Not a Cure
There is a finding here that should resonate with practitioners:
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Experienced attorneys increase the likelihood that women file Chapter 11
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But they do not eliminate the discharge gap once inside the courtroom
In other words:
Good lawyers can get you to the door.
They can’t always control what happens once you’re inside.
A Practical Addendum: What “Experienced” Means
The research uses Lexis docket data as a proxy for experience—useful, but imperfect.
In practice, a clearer signal often exists:
👉 The American Board of Certification (ABC)
https://www.abcworld.org/
For clients and referring attorneys, ABC certification:
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Reflects demonstrated expertise and peer review
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Provides a more transparent metric of specialization
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Can influence the initial strategic choice of chapter
If attorney experience affects whether a debtor even attempts reorganization, then directing clients to certified specialists is not just best practice—it may materially affect outcomes.
Policy Implications (and a Bit of Reality)
The authors suggest:
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Reducing judicial congestion
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Increasing transparency
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Expanding access to experienced counsel
All sound recommendations.
But from the trenches:
1. Caseload disparities are real—and persistent
Some courts are simply busier, and that is unlikely to change quickly.
2. Subchapter V may amplify the issue
Sub V demands:
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More judicial involvement
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More discretion
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More case-specific decision making
Which means:
The very courts carrying the heaviest dockets may be the least able to deliver Subchapter V’s promise.
A Suggested Next Step: Bring This Analysis to Consumer Bankruptcy
If the authors want to extend this work in a way that would have immediate, practical impact, there is an obvious next frontier:
Consumer bankruptcy—especially Chapter 13.
Chapter 13 is, if anything, even more sensitive to institutional capacity:
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Success depends on multi-year judicial and trustee oversight
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Outcomes turn on discretionary decisions (feasibility, modifications, dismissals)
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And the process requires sustained engagement from all system actors
A follow-up study could examine:
1. Gender and Chapter 13 Outcomes
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Are female debtors less likely to complete plans?
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Do confirmation rates or dismissals vary by gender?
2. Judicial Caseload Effects
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Do high-volume Chapter 13 dockets correlate with:
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Higher dismissal rates?
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Lower completion rates?
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Reduced use of tools like plan modification or loss mitigation?
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3. Trustee Caseload and Administration
Unlike Chapter 11, Chapter 13 introduces another key actor:
The Chapter 13 trustee
Trustee workload may affect:
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Case monitoring
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Plan feasibility assessments
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Willingness to support modifications or workouts
4. Interaction Effects
Most importantly:
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Does high combined judge + trustee caseload disproportionately affect:
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Women?
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Lower-income debtors?
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Pro se filers?
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If the patterns identified in this research hold in Chapter 13, the implications would be profound:
The success of a consumer bankruptcy case may depend not just on income, expenses, and counsel—but on institutional capacity at both the court and trustee level.
The Broader Takeaway
This research reframes bankruptcy in a way that should resonate with anyone practicing in it:
Bankruptcy is not just doctrine.
It is an institution shaped by workload, bandwidth, and human decision-making under constraint.
And when those constraints tighten:
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Outcomes shift
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Strategic choices change
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And access to a meaningful “fresh start” becomes uneven
Final Thought
For years, we’ve told clients that bankruptcy offers a fresh start.
This research suggests that, at least in some contexts:
That fresh start may depend not just on the debtor, the law, or the lawyer…
but on how much time the system has to give their case.
And if the next wave of research confirms that in Chapter 13?
Then the conversation about access to justice in bankruptcy is only just beginning.
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Coda: Two Articles, One Conversation
There is a certain serendipity—and perhaps something more intentional in the academic air—when two contemporaneous articles land on our desks, each examining gender in bankruptcy from very different vantage points, yet converging on a common theme.
On the one hand, Gendered Outcomes in Student Loan Bankruptcy shows women outperforming men in obtaining discharge under § 523(a)(8), particularly in the post-2022 attestation era. On the other, When She Fails: Women Entrepreneurs and Gender Gaps in Business Bankruptcy finds women-owned firms more likely to be pushed toward liquidation and less likely to successfully reorganize—especially when judicial resources are strained.
Put together, these are not contradictory findings. They are complementary—and revealing.
They suggest that gender disparities in bankruptcy are not fixed advantages or disadvantages. Instead, they are context-dependent outcomes shaped by the structure of the legal process itself:
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Where the system rewards documented hardship, narrative coherence, and individualized assessment (as in student loan adversary proceedings), women may benefit—perhaps because the process captures structural disadvantages they disproportionately experience.
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Where the system is driven by speed, creditor pressure, and institutional constraints (as in small business Chapter 11 cases, particularly under judicial congestion), those same structural disadvantages may instead compound into worse outcomes.
In other words, bankruptcy does not treat gender uniformly. It amplifies the features of whatever process is in place.
For practitioners, judges, and policymakers, the lesson is both practical and profound:
If we want equitable outcomes, we cannot just look at who the debtor is—we must look carefully at how the system evaluates them.
And for those of us in the trenches, this pairing is a reminder that the evolution of bankruptcy law is happening in real time—not just through statutes and cases, but through the quieter recalibration of procedures, burdens, and the stories that courts are willing to hear
To read a copy of the transcript, please see:
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