A new bill in Congress seeks to overhaul the consumer credit-reporting system by lessening the period over which loan defaults and bankruptcies are included in credit reports.

The bill's introduction comes a month after Fair Isaac Corp. announced it would tweak its widely used FICO credit score to no longer penalize consumers for past failure to pay a bill if the bill has been paid or settled with a collection agency.

Both...