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Property and Equipment, net
12 Months Ended
Dec. 31, 2018
Property, Plant and Equipment [Abstract]  
Property, Plant and Equipment Disclosure [Text Block]
Property and Equipment, Net
Property and equipment, net as of December 31, 2018 and 2017 consists of the following:
 
 
 
December 31,
 
Estimated useful life
 
2018
 
2017
Furniture and fixtures
5-10 years
 
$
3,208

 
$
2,958

Computers and equipment
3-5 years
 
19,644

 
18,950

Software
3-6 years
 
5,432

 
5,430

Capitalized internal-use software development costs
3 years
 
8,775

 
4,102

Leasehold improvements
Shorter of lease term
or useful life
 
5,587

 
5,650

Construction in progress
 
 
20

 
19

Property and equipment, gross
 
 
42,666

 
37,109

Less: Accumulated depreciation and amortization
 
 
(27,990
)
 
(23,102
)
Property and equipment, net
 
 
$
14,676

 
$
14,007


Depreciation and amortization was approximately $5.5 million, $5.4 million and $6.4 million for the years ended December 31, 2018, 2017 and 2016, respectively. During the years ended December 31, 2018, 2017 and 2016, the Company disposed of approximately $0.5 million, $1.8 million and $2.3 million, respectively, of fully depreciated assets. During the years ended December 31, 2018, 2017 and 2016, the Company recognized immaterial amounts of loss on disposal of certain non-fully depreciated assets, respectively. As of December 31, 2018 and 2017, the Company had approximately $14.0 million and $11.1 million, respectively, of fully depreciated assets in use.
During the years ended December 31, 2018 and 2017, the Company capitalized internal-use software development costs of approximately $4.7 million and $3.0 million, respectively, related to its subscription solutions. As of December 31, 2018 and 2017, $2.8 million and $1.0 million, respectively, of capitalized internal-use software development costs were subject to amortization and $1.1 million and $0.1 million, respectively, of capitalized internal-use software development costs were included in accumulated depreciation and amortization for the years ended December 31, 2018 and 2017.
No impairment was recorded for the years ended December 31, 2018, 2017 and 2016.