As consumers demonstrate good usage and repayment behavior, they may be offered the opportunity to graduate to an unsecured credit card. This paper uses anonymized account-level data to examine the prevalence of account graduation in the secured credit card market since 2012. Using a fixed-effects regression model, we identify a set of usage and repayment behaviors that are correlated with account graduation.

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