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Composition of Certain Financial Statement Captions
3 Months Ended
Mar. 31, 2021
Items Included in Consolidated Statement of Financial Condition [Abstract]  
Composition of Certain Financial Statement Captions Composition of Certain Financial Statement Captions
Receivables
Receivables on the accompanying Consolidated Balance Sheets consist of: 
March 31, 2021December 31, 2020
Trade receivables$115,343 $99,106 
Fees earned, not billed279,919 262,167 
Other receivables13,073 25,046 
408,335 386,319 
Less: Allowance for doubtful accounts(2,307)(1,100)
$406,028 $385,219 
Fees earned, not billed represents receivables from contracts with customers earned but unbilled and results from timing differences between services provided and contractual billing schedules. These billing schedules generally provide for fees to be billed on a quarterly basis. In addition, certain fees earned from investment operations services are calculated based on assets under administration that have an extended valuation process. Billings to these clients occur once the asset valuation processes are completed.
Receivables from investment products on the accompanying Consolidated Balance Sheets primarily represent fees receivable for distribution, investment advisory, and administration services to various regulated investment companies and other investment products sponsored by SEI.
Property and Equipment
Property and Equipment on the accompanying Consolidated Balance Sheets consists of:
March 31, 2021December 31, 2020
Buildings$206,799 $206,151 
Equipment143,155 141,820 
Land24,226 24,179 
Purchased software149,172 147,838 
Furniture and fixtures21,488 21,439 
Leasehold improvements21,838 21,604 
Construction in progress3,894 4,660 
570,572 567,691 
Less: Accumulated depreciation(386,319)(378,639)
Property and Equipment, net$184,253 $189,052 
The Company recognized $8,309 and $7,473 in depreciation expense related to property and equipment for the three months ended March 31, 2021 and 2020, respectively.
Deferred Contract Costs
Deferred contract costs, which primarily consist of deferred sales commissions, were $33,430 and $33,781 as of March 31, 2021 and December 31, 2020, respectively. The Company deferred expenses related to contract costs of $2,372 and $2,997 during the three months ended March 31, 2021 and 2020, respectively. Amortization expense related to deferred contract costs were $2,723 and $1,228 during the three months ended March 31, 2021 and 2020, respectively, and are included in Compensation, benefits and other personnel on the accompanying Consolidated Statements of Operations. There was no impairment loss in relation to deferred contract costs during the three months ended March 31, 2021.
Accrued Liabilities
Accrued liabilities on the accompanying Consolidated Balance Sheets consist of: 
March 31, 2021December 31, 2020
Accrued employee compensation$36,632 $95,656 
Accrued employee benefits and other personnel13,023 18,770 
Accrued consulting, outsourcing and professional fees32,032 31,907 
Accrued sub-advisory, distribution and other asset management fees49,155 49,924 
Accrued dividend payable— 53,127 
Accrued income taxes33,001 3,507 
Other accrued liabilities35,392 46,954 
Total accrued liabilities$199,235 $299,845