Credeity publishes independent research on payment behavior patterns in healthcare lending, structured for use by credit analysts and underwriting teams.
RESEARCH NOTE · MARCH 2026
Reducing Underwriting Surprises in Healthcare Lending
This paper examines how vendor payment behavior derived from borrower-authorized accounting exports can surface early-stage financial stress that traditional bureau data and financial statements miss: and how lenders can incorporate this signal into healthcare credit evaluation.
Read ArticleWhat traditional underwriting doesn't reveal
Financial statements show what a borrower says is happening. Payment behavior shows what is actually happening.
Traditional underwriting tells you whether repayment appears possible. Credeity shows how borrowers actually behave before problems appear.
| You already review | What it doesn't reveal | What Credeity adds |
|---|---|---|
| Credit bureau report | How vendors actually get paid | Payment Discipline Index (PDI) |
| Tax returns | Payment behavior between filing periods | Multi-month payment trend |
| Financial statements | Operational discipline month to month | Cash flow corroboration |
| Bank statements | Payment prioritization under stress | Payment prioritization analysis |
| AR aging | Vendor-side payment stretch | Collection deterioration signal |
| Practice production | Revenue quality and collection consistency | Collection consistency signals |
| Credit references | Recurring payment discipline | Cross-source payment reconciliation |