Given the glimmers of improvement in second-quarter results, credit card lenders are hoping for an endless spring.

Seasonal factors, like tax refunds, certainly played a role in declining delinquency rates. But on quarterly conference calls this month, executives at the largest issuers held out the possibility of more progress to come.

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