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Credit Losses on Financial Instruments
3 Months Ended
Mar. 31, 2020
Credit Loss [Abstract]  
Credit Losses on Financial Instruments Credit Losses on Financial Instruments
In accordance with ASC 326, "Financial Instruments - Credit Losses" ("ASC 326") we aggregate financial assets with similar risk characteristics such that expected credit losses reflect the credit quality or deterioration over the life of the asset. We monitor certain risk characteristics within our aggregated financial assets and revise their composition accordingly, to the extent internal and external risk factors change each reporting period. Financial assets that do not share risk characteristics with other financial assets are evaluated separately. Our financial assets measured at amortized cost primarily consist of accounts receivable.

In developing our accounts receivable portfolio, we pooled certain assets with similar credit risk characteristics based on the nature of our customers, their industry, policies used to grant credit terms and their historical and expected credit loss patterns. We grouped assets from our International and Global Accounts, Enterprise, Small and Medium Business and Wholesale segments into the Business portfolio in the below table.

Prior to the adoption of the new credit loss standard, the allowance for doubtful accounts receivable reflected our best estimate of probable losses inherent in our receivable portfolio determined based on historical experience, specific allowances for known troubled accounts, and other currently available evidence.

We implemented the new standard, using a loss rate method to estimate our allowance for credit losses. Our current expected credit loss rate begins with the use of historical loss experience as a percentage of accounts receivable. We measure our historical loss period based on the average days to move accounts receivable to credit loss. When asset specific characteristics and current conditions change from those in the historical period, due to changes in our credit and collections strategy, or credit loss and recovery policies, we perform a qualitative and quantitative assessment to update our current loss rate, which as noted below has increased due to an increase in historic loss experience and weakening economic forecasts. We use regression analysis to develop an expected loss rate using historical experience and economic data over a forecast period. We measure our forecast period based on the average days to collect payment on billed accounts receivable. The historical, current, and expected credit loss rates are combined and applied to period end accounts receivable, which results in our allowance for credit losses.

If there is a deterioration of a customer's financial condition or if future default rates in general, including impacts of COVID-19, differ from those currently anticipated, we may have to adjust the allowance for credit losses, which would affect earnings in the period that adjustments are made.

The assessment of the correlation between historical observed default rates, current conditions, and forecast economic conditions requires judgment. Alternative interpretations of these factors could have resulted in different conclusions regarding the allowance for credit losses. The amount of credit loss is sensitive to changes in circumstances and forecasted economic conditions. Our historical credit loss experience, current conditions, and forecast of economic conditions may also not be representative of the customer’s actual default in the future.

The following table presents the activity of our allowance for credit losses by accounts receivable portfolio:

(Dollars in millions)
Business
 
Consumer
 
Total
Beginning balance at January 1, 2020 (1)
$
58

 
37

 
95

Current Period provision for expected losses
18

 
17

 
35

Write-offs charged against the allowance
(19
)
 
(24
)
 
(43
)
Recoveries collected
6

 
7

 
13

Foreign currency exchange rate change adjustment
(1
)
 

 
(1
)
Ending Balance at March 31, 2020
$
62

 
37

 
99

______________________________________________________________________ 
(1)
The beginning balance includes the cumulative effect of the adoption of new credit loss standard

For the three months ended March 31, 2020, our allowance for credit losses for our business and consumer accounts receivable portfolio increased due to an increase in historical loss experience and weakening economic forecasts, partially offset by foreign currency exchange rate change.