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Investment in Receivable Portfolios, Net - Summary of Accretable Yield and an Estimate of Zero Basis Future Cash Flows (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Investment in Receivables Portfolio [Roll Forward]      
Balance at beginning of period $ 4,449,071 $ 4,026,206  
Revenue from receivable portfolios (1,374,717) (1,269,288) $ (1,167,132)
Allowance on receivable portfolios, net $ 0 8,108 (41,473)
Additions on existing portfolios, net   524,964  
Additions for current purchases, net   1,081,774  
Effect of foreign currency translation   77,307  
Balance at end of period   $ 4,449,071 $ 4,026,206