
Article
Data in Focus: Mortgage Fairness Explorer
Q1 2025
Economic Insights — Fairness is something we all aspire to but struggle to define. When is something fair? This isn’t just an esoteric philosophical question. In the field of mortgage financing, it’s a matter of law.
Featured Work
Conference Summary
Workshop on Changing Demographics and Housing Demand
On October 24 and 25, 2024, the Federal Reserve Bank of Philadelphia’s Consumer Finance Institute (CFI) and Fannie Mae’s Economic and Strategic Research Group (ESR) cohosted a hybrid conference on the topic of changing U.S. population demographics and their influence on housing demand and housing finance.
Working Paper
How Resilient Is Mortgage Credit Supply? Evidence from the COVID-19 Pandemic
WP 21-20/R – Lower interest rates in 2020–2021 were not fully passed through to mortgage borrowers due to a sharp rise in intermediation markups. These higher markups reflect capacity constraints amplified by operational and labor market frictions.
Report
Do Mortgage Borrowing Experiences Differ by Race and Ethnicity? Evidence from the National Survey of Mortgage Originations
In this CFI Special Report, we assess whether mortgage borrowing experiences vary by race and ethnicity.
Featured Data

Advancing Fairness in Lending Through Machine Learning
Showcasing the work of Philadelphia Fed researchers, this interactive data visualization explores an approach to credit lending using machine learning and fairness goals that may help address current disparities in credit access.
Updated: 05 Feb ’24