REPORT
Building Credit for the Underbanked
Social lending as a tool for credit improvement
For low-income immigrants locked out of mainstream banking, a credit score can be the difference between financial stability and a cycle of predatory debt. This independent evaluation from the César E. Chávez Institute at San Francisco State University examines whether MAF’s Lending Circles program actually moves the needle — putting program participants up against a matched control group to isolate the real impact of social lending on credit outcomes. The results, drawn from a rigorous two-year study conducted in the wake of one of California’s most severe recessions, make a clear case for Lending Circles as a proven pathway to the financial mainstream.
What’s inside- Demographic profile of MAF Lending Circles clients, including credit status at enrollment
- Credit score outcomes before and after the first and second lending circles, with distribution data
- Propensity score matching methodology used to select a comparable control group
- Logistic regression models measuring the probability of credit improvement across starting score categories
- Key finding: participants without a credit score had a 94% probability of establishing one, compared to 48% in the control group
- Debt reduction outcomes: Lending Circle participants reduced outstanding debt by an average of $2,483 while the control group increased theirs by $2,772
