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FRC Research
FRC Research Division · Est. 2026

FRC
Research

Citable finding
“In 2025, 22.1% of FHA applications that reached a credit decision were denied, per the complete federal HMDA record.”
Source: FinanceRateCalc analysis of the complete CFPB HMDA 2025 record · Free to quote with a link to financeratecalc.com · Last verified: August 2, 2026

Lending Decision Intelligence · Quarterly Publications · Free Institutional Access

FRC Research publishes quarterly analysis on overlay climate, decision drift, and approval volatility across US mortgage markets. These reports are used by mortgage professionals, researchers, and fair lending advocates.

How to cite FRC Research: FinanceRateCalc Research. (2026). [Report Title]. FRC Research Division. https://financeratecalc.com/frc-research.html

Live FRC Indices

lender denial patterns (OFI)
Aggregate overlay strictness · 0=agency min · 100=extreme restriction
47
↗ +3 from Apr
FHA Flexibility Tracker
% of FHA lenders following agency minimums without overlay
62%
→ Stable
SSDI Acceptance Rate
Estimated % of lenders accepting SSDI with proper gross-up
71%
↑ Improving
Denial Volatility Monitor
Month-over-month change in overlay-related denial patterns
+8%
↑ Slight increase
Updated monthly. Based on agency guideline comparison and anonymous denial data submissions. Full Weather Map →

Publications

REPORT · Q1 2026
Q1 2026 Denial Pattern Analysis
Published: February 2026 · FRC Research Division
Baseline analysis of mortgage denial patterns entering 2026. Documents the agency rule vs lender overlay distinction across 47 denial types. Establishes the FRC Denial Taxonomy as reference framework.
47 denial types mapped OFI baseline: 38 ECOA codes decoded
View Framework →
FRAMEWORK · 2026
Mortgage Decision Macro-Cycle
Published: May 2026 · FRC Research Division
FRC's framework for tracking underwriting state transitions: Expansion, Moderate, Tightening, Restrictive. Historical cycle from Q4 2024 to Q2 2026 with OFI data. Embeddable badge for publishers.
View Framework →

How to Use FRC Research

Mortgage professionals: Use OFI and Overlay Climate to advise clients on timing and lender selection. A rising OFI means conservative lenders are tightening — route edge-case borrowers to flexible alternatives earlier.

Researchers & academics: FRC Denial Taxonomy and ECOA code analysis are freely citable. Use according to FRC Research (2026) in citations.

Fair lending advocates: Overlay data shows disparate impact patterns. Contact · OFI Definition · API Docs →" style="color:#c8a44a;">[email protected] · · OFI Definition · API Docs → for data access.

FRC Research Division · FinanceRateCalc · Est. May 2026 · All reports free access · [email protected] · · OFI Definition · API Docs → · © 2026
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The part almost nobody publishes free

Prices and rates are widely reported. Whether a lender says yes is not. In the complete 2025 federal record, denial rates across the 100 largest FHA lenders ran from 1.8% to 78.7% — same programme, same year.

And it is not simply who applies where: standardizing on state, loan amount, income, debt-to-income and loan-to-value, applicant mix explains only a 2.7× range in expected outcomes.

Which lenders approve most → Your metro → Denied? →

CFPB HMDA 2025, computed by FinanceRateCalc. Covers the highest-volume lenders published per market, not all lenders. Historical observations, not predictions. CC BY 4.0, not independently reproduced.

The Denial Dispatch
One finding a week from the federal mortgage record.
One chart, three paragraphs, every Saturday. Measured, not assumed.
Get the Dispatch →

New: The Door Effect — 38% of what explains an FHA denial is the lender, not the file →

AI Accuracy Index The Door Effect The Denial Map Open Data About Press Newsletter
FinanceRateCalc · Independent analysis of the complete federal HMDA record · Measured, not assumed. · No lender or AI vendor funds or previews this work.