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Goodwill and Intangible Assets
12 Months Ended
Dec. 31, 2022
Goodwill and Intangible Assets Disclosure [Abstract]  
Goodwill and Intangible Assets Goodwill and Intangible Assets
Goodwill represents the excess purchase price over the fair value of net assets acquired, or net liabilities assumed, in a business combination. In accordance with ASC Topic 350, Intangibles – Goodwill and Other, the Company performs an annual impairment review in the fourth quarter and more frequently if events or changes in circumstances indicate that goodwill might be impaired. There was no indication that goodwill became impaired for the year ended December 31, 2022.

Other intangible assets include customer relationships, non-compete arrangements, trade names, customer backlog, and developed software, which are being amortized over the assets’ estimated useful lives using the straight-line method. Estimated useful lives range from less than one year to ten years. Amortization of customer relationships, non-compete arrangements, trade names, customer backlog, and developed software is considered an operating expense and is included in Amortization in the accompanying Consolidated Statements of Operations. The Company periodically reviews the estimated useful lives of its identifiable intangible assets, taking into consideration any events or circumstances that might result in a lack of recoverability or revised useful life. There was no indication that other intangible assets became impaired for the year ended December 31, 2022.

Goodwill

Activity related to goodwill consisted of the following (in millions):
 Year Ended December 31,
 20222021
Balance, beginning of year$515.2 $427.9 
Purchase price allocations and measurement period adjustments for acquisitions
60.8 96.7 
Effect of foreign currency translation adjustments(10.8)(9.4)
Balance, end of year$565.2 $515.2 
Intangible Assets with Definite Lives

Following is a summary of the Company’s intangible assets that are subject to amortization (in thousands):

 Year Ended December 31,
 20222021
 Gross Carrying
Amount
Accumulated
Amortization
Net
Carrying Amount
Gross Carrying
Amount
Accumulated
Amortization
Net
Carrying Amount
Customer relationships$151,926 $(68,434)$83,492 $125,433 $(51,253)$74,180 
Non-compete agreements1,719 (986)733 1,444 (736)708 
Customer backlog2,661 (734)1,927 3,025 (741)2,284 
Trade name941 (692)249 683 (155)528 
Developed software7,754 (5,218)2,536 6,982 (3,405)3,577 
Total$165,001 $(76,064)$88,937 $137,567 $(56,290)$81,277 

The estimated useful lives of identifiable intangible assets are as follows:

Customer relationships
5 - 10 years
Non-compete agreements
4 - 5 years
Customer backlog1 year
Trade name1 year
Developed software
1 - 7 years

Total amortization expense for the years ended December 31, 2022, 2021 and 2020 was $24.5 million, $23.5 million and $22.9 million, respectively.

Estimated annual amortization expense for the next five years ended December 31 and thereafter is as follows (in thousands):

2023$19,826 
2024$14,479 
2025$11,554 
2026$9,522 
2027$7,277 
Thereafter$26,279