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Other Non-Current Assets | 3 Months Ended
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Mar. 31, 2023
Other Non-Current Assets |
Other Non-Current Assets | 6. Other Non-Current Assets Other non-current assets includes capitalized software implementation costs for the implementation of cloud computing systems. As of the dates indicated below, capitalized implementation costs and related accumulated amortization in other non-current assets on the consolidated balance sheets amounted to the following: ​
​ | ​ | ​ | ​ | ​ | ​ | ​
​ |  | March 31, | ​ | December 31,
​ | ​ | 2023 |  | 2022
Cloud computing implementation costs | ​ | $ | 7,243 | ​ | $ | 7,198
Less: accumulated amortization | ​ | ​ | (5,682) | ​ | ​ | (5,357)
Other non-current assets | ​ | $ | 1,561 | ​ | $ | 1,841
​ The majority of such systems were placed into service beginning January of 2020 at which time the Company began to amortize these capitalized costs on a straight-line basis over the period of the remaining service arrangements of between 2 and 4 years. Such amortization expense amounted to approximately $0.3 million and $0.6 million for the three months ended March 31, 2023 and 2022, respectively and is included in selling, general and administrative expense in the accompanying consolidated statements of comprehensive income.

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