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Composition of Certain Financial Statement Captions
6 Months Ended
Jun. 30, 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: 
 
June 30, 2019
 
December 31, 2018
Trade receivables
$
77,063

 
$
76,362

Fees earned, not billed
242,712

 
226,001

Other receivables
16,470

 
13,691

 
336,245

 
316,054

Less: Allowance for doubtful accounts
(1,101
)
 
(718
)
 
$
335,144

 
$
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:
 
June 30, 2019
 
December 31, 2018
Buildings
$
162,449

 
$
160,796

Equipment
130,486

 
126,954

Land
10,772

 
10,772

Purchased software
140,887

 
139,245

Furniture and fixtures
18,429

 
18,103

Leasehold improvements
20,024

 
18,959

Construction in progress
19,291

 
9,240

 
502,338

 
484,069

Less: Accumulated depreciation
(352,293
)
 
(338,206
)
Property and Equipment, net
$
150,045

 
$
145,863


The Company recognized $14,753 and $14,260 in depreciation expense related to property and equipment for the six months ended June 30, 2019 and 2018, respectively.
Deferred Contract Costs
Deferred contract costs, which primarily consist of deferred sales commissions, were $25,132 and $24,007 as of June 30, 2019 and December 31, 2018, respectively. The Company deferred expenses related to contract costs of $1,950 and $2,267 during the three months ended June 30, 2019 and 2018, respectively. During the six months ended June 30, 2019 and 2018, the Company deferred expenses related to contract costs of $3,076 and $4,083, respectively. Amortization expense related to deferred contract costs were $1,951 and $1,201 during the six months ended June 30, 2019 and 2018, respectively. There was no impairment loss in relation to deferred contract costs during the six months ended June 30, 2019.
Accrued Liabilities
Accrued liabilities on the accompanying Consolidated Balance Sheets consist of: 
 
June 30, 2019
 
December 31, 2018
Accrued employee compensation
$
55,188

 
$
97,603

Accrued consulting, outsourcing and professional fees
30,155

 
31,000

Accrued sub-advisory, distribution and other asset management fees
46,611

 
42,583

Accrued dividend payable

 
50,761

Other accrued liabilities
46,519

 
57,687

Total accrued liabilities
$
178,473

 
$
279,634