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PROPERTY AND EQUIPMENT
12 Months Ended
Dec. 31, 2021
Property, Plant and Equipment [Abstract]  
PROPERTY AND EQUIPMENT PROPERTY AND EQUIPMENT
Property and equipment consists of the following (in thousands):

December 31,Estimated
Useful Life
(in years)
20212020
Computer software and equipment$30,805 $22,337 
3 to 5
Office improvements1,575 1,122 5
Furniture and fixtures835 506 7
33,215 23,965 
Less accumulated depreciation(15,310)(10,944)
$17,905 $13,021 
Computer software and equipment above includes internal use software of approximately $4.7 million and $2.8 million at December 31, 2021 and 2020, respectively. During the third quarter of 2021, the Company wrote-off $1.0 million in software development expenditures, which is included in other selling, general and administrative expenses in the consolidated statements of income and comprehensive income.

Depreciation expense included in depreciation and amortization expense in the consolidated statements of income and comprehensive income was approximately $4.3 million, $3.9 million and $3.3 million for the years ended December 31, 2021, 2020 and 2019, respectively.

Repairs and maintenance expenses included in other selling, general and administrative expenses in the consolidated statements of income and comprehensive income were approximately $2.6 million, $2.0 million and $1.7 million for the years ended December 31, 2021, 2020 and 2019, respectively.