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Composition of Certain Financial Statement Captions
3 Months Ended
Mar. 31, 2019
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, 2019
 
December 31, 2018
Trade receivables
$
83,594

 
$
76,362

Fees earned, not billed
237,478

 
226,001

Other receivables
13,285

 
13,691

 
334,357

 
316,054

Less: Allowance for doubtful accounts
(633
)
 
(718
)
 
$
333,724

 
$
315,336


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, 2019
 
December 31, 2018
Buildings
$
160,830

 
$
160,796

Equipment
128,154

 
126,954

Land
10,772

 
10,772

Purchased software
139,794

 
139,245

Furniture and fixtures
18,312

 
18,103

Leasehold improvements
20,136

 
18,959

Construction in progress
13,884

 
9,240

 
491,882

 
484,069

Less: Accumulated depreciation
(345,129
)
 
(338,206
)
Property and Equipment, net
$
146,753

 
$
145,863


The Company recognized $7,331 and $7,122 in depreciation expense related to property and equipment for the three months ended March 31, 2019 and 2018, respectively.
Deferred Contract Costs
Deferred contract costs, which primarily consist of deferred sales commissions, were $24,145 and $24,007 as of March 31, 2019 and December 31, 2018, respectively. The Company deferred expenses related to contract costs of $1,126 and $1,816 during the three months ended March 31, 2019 and 2018, respectively. Amortization expense related to deferred contract costs were $988 and $582 during the three months ended March 31, 2019 and 2018, respectively. There was no impairment loss in relation to deferred contract costs during the three months ended March 31, 2019.
Accrued Liabilities
Accrued liabilities on the accompanying Consolidated Balance Sheets consist of: 
 
March 31, 2019
 
December 31, 2018
Accrued employee compensation
$
31,825

 
$
97,603

Accrued consulting, outsourcing and professional fees
33,031

 
31,000

Accrued sub-advisory, distribution and other asset management fees
42,616

 
42,583

Accrued dividend payable

 
50,761

Accrued income taxes
28,464

 
6,559

Other accrued liabilities
37,924

 
51,128

Total accrued liabilities
$
173,860

 
$
279,634