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Composition of Certain Financial Statement Captions
3 Months Ended
Mar. 31, 2022
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, 2022December 31, 2021
Trade receivables$101,117 $111,209 
Fees earned, not billed330,678 315,255 
Other receivables7,437 16,747 
439,232 443,211 
Less: Allowance for doubtful accounts(1,388)(1,602)
$437,844 $441,609 
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, 2022December 31, 2021
Buildings$209,834 $209,766 
Equipment161,426 153,158 
Land25,825 24,651 
Purchased software156,529 156,387 
Furniture and fixtures21,328 21,254 
Leasehold improvements21,564 21,946 
Construction in progress993 955 
597,499 588,117 
Less: Accumulated depreciation(417,041)(409,248)
Property and Equipment, net$180,458 $178,869 
The Company recognized $8,098 and $8,309 in depreciation expense related to property and equipment for the three months ended March 31, 2022 and 2021, respectively.
Deferred Contract Costs
Deferred contract costs, which primarily consist of deferred sales commissions, were $35,847 and $36,236 as of March 31, 2022 and December 31, 2021, respectively. The Company deferred expenses related to contract costs of $3,519 and $2,372 during the three months ended March 31, 2022 and 2021, respectively. Amortization expense related to deferred contract costs were $3,908 and $2,723 during the three months ended March 31, 2022 and 2021, respectively. Amortization expense during the three months ended March 31, 2022 includes $1,784 in expense accelerated as a result of the termination of a contractual agreement with a significant client (See Note 13). Amortization expense related to deferred contract costs is 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, 2022.
Accrued Liabilities
Accrued liabilities on the accompanying Consolidated Balance Sheets consist of: 
March 31, 2022December 31, 2021
Accrued employee compensation$42,053 $107,933 
Accrued employee benefits and other personnel7,117 13,951 
Accrued consulting, outsourcing and professional fees44,175 36,411 
Accrued sub-advisory, distribution and other asset management fees58,087 58,661 
Accrued dividend payable— 55,452 
Accrued income taxes55,278 — 
Other accrued liabilities43,758 51,974 
Total accrued liabilities$250,468 $324,382