White Paper
Published January 12, 2026
Credit & Economic Trends Financial Inclusion Risk Management
ITIN holders are active, responsible participants in the U.S. credit economy — yet many remain overlooked by traditional lending models.
Our white paper takes a closer look at this financially active and resilient population, revealing key insights into their credit performance and long-term growth potential.
Some findings include:
- Most ITIN holders are concentrated in states that represent a large share of the U.S. economy: California, Texas and New York.
- 76.9% of ITIN holders remained current on trades after 12 months, a rate 15% higher than SSN consumers.
- ITIN holders maintain a lower debt-to-income ratio (25%) than SSN consumers.
Read the full white paper for more insights.
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Tip Sheet
A companion piece to Bridging the credit divide: income, risk and inclusion in consumer finance
This summary outlines important research findings that help lenders drive a more inclusive environment for customers, while mitigating risk.
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- Understanding the profiles of who’s more prone to exclusion informs risk management.
- Machine learning techniques can also be deployed to help detect economic interaction effects or shifts.
- Attributes like education level, occupation or rent/utilities payment history have predictive power in credit outcomes.
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