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Property, Equipment and Software, net
6 Months Ended
Jun. 30, 2021
Property, Plant and Equipment [Abstract]  
Property, Equipment and Software, Net Property, Equipment and Software, Net
Property, equipment and software, net, consist of the following:
June 30, 2021December 31, 2020
Internally developed software (1)
$97,376 $101,953 
Leasehold improvements35,664 35,140 
Computer equipment28,689 27,030 
Purchased software19,322 19,004 
Furniture and fixtures8,105 8,203 
Construction in progress3,997 2,761 
Total property, equipment and software193,153 194,091 
Accumulated depreciation and amortization(98,477)(97,450)
Total property, equipment and software, net$94,676 $96,641 
(1)     Includes $21.6 million and $13.9 million of development in progress as of June 30, 2021 and December 31, 2020, respectively.

Depreciation and amortization expense on property, equipment and software was $9.9 million and $20.1 million for the second quarter and first half of 2021, respectively. Depreciation and amortization expense on property, equipment and software was $11.6 million and $23.4 million for the second quarter and first half of 2020, respectively.

The Company recorded impairment expense on its leasehold improvements and furniture and fixtures of $1.5 million for both the second quarter and first half of 2020, respectively. No impairment expense was recorded in the second quarter and first half of 2021.

The Company recorded impairment expense on its internally developed software of $0.3 million and $0.6 million for the second quarter and first half of 2021, respectively. The Company recorded impairment expense on its internally developed software of $4.3 million and $4.5 million for the second quarter and first half of 2020, respectively.

The Company records the above expenses in “Depreciation and amortization” expense in the Condensed Consolidated Statements of Operations.