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Composition of Certain Financial Statement Captions
6 Months Ended
Jun. 30, 2023
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: 
June 30, 2023December 31, 2022
Trade receivables$136,677 $110,722 
Fees earned, not billed360,812 320,700 
Other receivables25,047 26,563 
522,536 457,985 
Less: Allowance for doubtful accounts(936)(901)
$521,600 $457,084 
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:
June 30, 2023December 31, 2022
Buildings$216,338 $210,626 
Equipment188,063 179,318 
Land26,439 26,439 
Purchased software162,987 160,714 
Furniture and fixtures22,599 21,956 
Leasehold improvements21,562 20,879 
Construction in progress634 1,958 
638,622 621,890 
Less: Accumulated depreciation(458,119)(440,861)
Property and Equipment, net$180,503 $181,029 
The Company recognized $17,312 and $16,384 in depreciation expense related to property and equipment for the six months ended June 30, 2023 and 2022, respectively.
Deferred Contract Costs
Deferred contract costs, which primarily consist of deferred sales commissions, were $38,561 and $37,928 as of June 30, 2023 and December 31, 2022, respectively. The Company deferred expenses related to contract costs of $3,225 and $1,543 during the three months ended June 30, 2023 and 2022, respectively. During the six months ended June 30, 2023 and 2022, the Company deferred expenses related to contract costs of $4,969 and $5,062, respectively. Amortization expense related to deferred contract costs were $4,336 and $5,945 during the six months ended June 30, 2023 and 2022, respectively. Amortization expense during the six months ended June 30, 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 were no material impairment losses in relation to deferred contract costs during the six months ended June 30, 2023.
Accrued Liabilities
Accrued liabilities on the accompanying Consolidated Balance Sheets consist of: 
June 30, 2023December 31, 2022
Accrued employee compensation$58,627 $100,566 
Accrued employee benefits and other personnel4,353 9,852 
Accrued voluntary separation program33,892 53,821 
Accrued consulting, outsourcing and professional fees38,106 37,009 
Accrued sub-advisory, distribution and other asset management fees50,259 52,916 
Accrued dividend payable291 58,051 
Other accrued liabilities51,636 47,148 
Total accrued liabilities$237,164 $359,363