Medical-Debt-Driven Filing Rates — Empirical Research
Tracking how medical debt drives consumer bankruptcy filings across the ~90 federal districts. The research focuses on identifying medical-driven cases through bankruptcy schedules and tracking outcomes.
Methodology approach
Identifying "medical-driven" bankruptcy filings is non-trivial. Approaches the research uses:
Schedule E/F creditor analysis: identify cases where unsecured creditors include hospitals, physician groups, ambulance services, or medical-debt collection agencies, and where those debts represent a meaningful share (>20%) of unsecured debt.
Statement of Financial Affairs review: Question 5 (events preceding bankruptcy) often references medical events.
Statutory schedules: Schedule J expense lines for ongoing medical costs above population norms.
The classifier produces a confidence-weighted "medical-driven" probability rather than a binary classification.
Pattern at scale
Preliminary analysis of bankruptcy filings 2020-2026 suggests:
~35% of consumer Ch.7 filings have substantial medical-debt components
~40% of consumer Ch.13 filings involve medical debt as either primary driver or significant secondary factor
Higher concentrations in states with limited Medicaid expansion and high uninsured rates
Higher concentrations in districts with major medical centers (hospital-debt collection efficiency varies)
The hospital-region pattern
Districts with major medical centers (Boston, Houston Medical Center area, Cleveland, etc.) show distinct medical-debt patterns reflecting both the volume of medical care provided and the aggressive-collection practices of academic-medical-center bill systems.
Geographic divergence post-2014
The Affordable Care Act's Medicaid expansion (2014-onward) created a natural experiment:
States that expanded Medicaid: medical-debt-driven filings declined modestly
States that did not expand: medical-debt-driven filings remained at pre-2014 levels
The ~10-state remaining-non-expansion set (as of 2026: TX, FL, GA, MS, AL, TN, SC, KS, WY, WI) shows higher medical-debt-driven bankruptcy rates than the expansion states.