WASHINGTON — The Consumer Financial Protection Bureau is approaching supervision of debt collectors much like it did with mortgage servicers and auto lenders earlier this year, saying it plans to hold banks responsible for third-party actions.

But this time, the agency has come out even stronger against the collection industry, threatening enforcement, new regulations and public shaming in an effort to clean up a business it views as fraught with shady consumer practices.

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