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Disaggregated Revenue and Deferred Revenue - Schedule of Other Income by Component (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Disaggregation of Revenue [Line Items]        
Borrower late fee income $ 3,196 $ 3,253 $ 9,870 $ 8,994
Gain on investments and notes receivable, net of losses 1,948 2,503 5,779 10,291
Other 5,458 7,978 14,808 16,681
Other income 13,439 16,673 38,658 44,808
Management fees        
Disaggregation of Revenue [Line Items]        
Revenue 2,084 1,756 6,007 4,673
Investment advisory services        
Disaggregation of Revenue [Line Items]        
Revenue $ 753 $ 1,183 $ 2,194 $ 4,169