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Credit Losses
3 Months Ended
Mar. 31, 2020
Credit Loss [Abstract]  
Allowance for Credit Losses
7. Credit Losses

Effective January 1, 2020, the Company adopted ASU 2016-13, Financial Instruments – Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments prospectively. This ASU replaces the incurred loss impairment model with an expected credit loss impairment model for financial instruments, including trade receivables. The amendment requires entities to consider forward-looking information to estimate expected credit losses, resulting in earlier recognition of losses for receivables that are current or not yet due, which were not considered under the previous accounting guidance. Upon adoption, the Company recorded a noncash cumulative effect adjustment to retained earnings of $2.1 million, net of $0.6 million of income taxes, on the opening consolidated balance sheet as of January 1, 2020.

The Company is exposed to credit losses primarily through sales of products and services. The Company’s expected loss allowance methodology for accounts receivable is developed using historical collection experience, current and future economic and market conditions and a review of the current status of customers' trade accounts receivables. Due to the short-term nature of such receivables, the estimate of amount of accounts receivable that may not be collected is based on aging of the accounts receivable balances and the financial condition of customers. Additionally, specific allowance amounts are established to record the appropriate provision for customers that have a higher probability of default. The Company’s monitoring activities include timely account reconciliation, dispute resolution, payment confirmation, consideration of customers' financial condition and macroeconomic conditions. Balances are written off when determined to be uncollectible. The Company considered the current and expected future economic and market conditions surrounding the novel coronavirus ("COVID-19") pandemic and determined that the estimate of credit losses was not significantly impacted.

Estimates are used to determine the allowance. It is based on assessment of anticipated payment and all other historical, current and future information that is reasonably available.

The following table provides a roll-forward of the allowance for credit losses that is deducted from the amortized cost basis of accounts receivable to present the net amount expected to be collected.
2020
Beginning Balance, January 1, $29,381  
Adoption of ASU 2016-13, cumulative-effect adjustment to retained earnings2,706  
Provision for expected credit losses3,703  
Amounts written off charged against the allowance(811) 
Other, including dispositions and foreign currency translation(1,078) 
Ending Balance, March 31,$33,901