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Property, Plant and Equipment
12 Months Ended
Dec. 31, 2019
Property, Plant and Equipment [Abstract]  
Property, Plant and Equipment Property, Plant and Equipment
Property, plant and equipment, net consisted of the following at December 31 (in thousands):
 
 
 
Estimated
Useful Lives
(in Years)
 
2019
 
2018
Computer hardware and software
 
3 to 5
 
$
341,282

 
$
291,404

Card-reading equipment
 
4 to 6
 
24,077

 
20,117

Furniture, fixtures, and vehicles
 
2 to 10
 
19,319

 
18,308

Buildings and improvements
 
5 to 50
 
29,127

 
21,854

Property, plant and equipment, gross
 
 
 
413,805

 
351,683

Less: accumulated depreciation
 
 
 
(213,980
)
 
(165,482
)
Property, plant and equipment, net
 
 
 
$
199,825

 
$
186,201

Depreciation expense related to property and equipment for the years ended December 31, 2019, 2018, and 2017 was $62.8 million, $52.9 million and $46.6 million, respectively. Amortization expense includes $37.2 million, $24.2 million and $21.8 million for capitalized computer software costs for the years ended December 31, 2019, 2018 and 2017, respectively. At December 31, 2019 and 2018, the Company had unamortized computer software costs of $118.8 million and $86.5 million, respectively.
The Company recorded write-offs of property, plant and equipment of $1.8 million and $8.7 million, within other operating expense, net within its Consolidated Statements of Income for the years ended 2019 and 2018. The Company did not record any write-offs of property, plant and equipment in 2017.