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Accounts Receivable
6 Months Ended
Jun. 30, 2020
Receivables [Abstract]  
Accounts Receivable Accounts Receivable
Our accounts receivable balance consists of the following as of June 30, 2020 and December 31, 2019:
June 30,December 31,
20202019
Accounts receivable$290,234  $350,369  
Less: Accounts receivable allowance(11,074) (16,511) 
Accounts receivable, net$279,160  $333,858  
The Company estimates credit losses for trade receivables by aggregating similar customer types together, because they tend to share similar credit risk characteristics, taking into consideration the number of days the receivable is past due. Provision rates for the allowance for doubtful accounts are based upon the historical loss method by
evaluating factors such as the length of time receivables that are past due and historical collection experience. Additionally, provision rates are based upon current and future economic and competitive environment factors that could impact the collectability of the receivable. Trade and other receivables are written off when there is no reasonable expectation of recovery. Indicators that there is no reasonable expectation of recovery include past due status greater than 360 days or bankruptcy of the debtor. The activity in our accounts receivable allowance consists of the following:
Balance as of March 31, 2020$15,072  
Write-offs(4,896) 
Additional provisions787  
Exchange differences111  
Balance as of June 30, 2020$11,074  
Balance as of December 31, 2019$16,511  
Opening balance sheet adjustment related to ASU 2016 -13 adoption10,097  
Write-offs(15,939) 
Additional provisions787  
Exchange differences(382) 
Balance as of June 30, 2020$11,074  
The potential for credit losses is mitigated because customer creditworthiness is evaluated before credit is extended.
The Company recorded write-offs against the reserve of $4,896, $15,939, and $2,321 for the three and six months ended June 30, 2020, and the year ended 2019, respectively.
We are monitoring the impacts from the COVID-19 pandemic on our customers and various counterparties. During the three and six months ended  June 30, 2020, the Company’s allowance for doubtful accounts and credit losses considered additional risk related to the pandemic. However, this risk to-date was not material.