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Accounts Receivable, Net
3 Months Ended
Mar. 31, 2020
Receivables [Abstract]  
Accounts Receivable, Net Accounts Receivable, Net
Accounts receivable, net were as follows:
March 31,
2020
December 31,
2019
Invoiced$861  $980  
Accrued(1)
259  311  
Allowance for doubtful accounts(60) (55) 
Accounts receivable, net$1,060  $1,236  
_____________
(1)Accrued receivables include amounts to be invoiced in the subsequent quarter for current services provided.
The allowance for doubtful accounts was as follows:
Balance at December 31, 2019  $55  
Provision 
Charge-offs(2) 
Recoveries and other(1)
(1) 
Balance at March 31, 2020$60  
_____________
(1)Includes the impacts of foreign currency translation and adjustments to reserves necessary to reflect events of non-payment such as customer accommodations and contract terminations.

We perform ongoing credit evaluations of our customers and adjust credit limits based upon customer payment history and current creditworthiness. Consistent with our adoption of ASU 2016-13 effective January 1, 2020 (refer to Note 2 - Recent Accounting Pronouncements), the allowance for uncollectible accounts receivable is determined based on an assessment of past collection experience as well as consideration of current and future economic conditions and changes in our customer collection trends. Based on that assessment, and primarily as a result of the macroeconomic and market turmoil caused by COVID-19, the allowance for doubtful accounts as a percent of gross accounts receivable increased to 5.4% at March 31, 2020 from 4.3% at December 31, 2019.
Accounts Receivable Sales Arrangements
Accounts receivable sales arrangements are utilized in the normal course of business as part of our cash and liquidity management. The accounts receivable sold are generally short-term trade receivables with payment due dates of less than 60 days. We have one facility in Europe that enables us to sell accounts receivable associated with our distributor network on an ongoing basis, without recourse. Under this arrangement, we sell our entire interest in the related accounts receivable for cash and no portion of the payment is held back or deferred by the purchaser.
Of the accounts receivable sold and derecognized from our balance sheet, $87 and $165 remained uncollected as of March 31, 2020 and December 31, 2019, respectively.
Accounts receivable sales activity was as follows:
 Three Months Ended
March 31,
 20202019
Accounts receivable sales(1)
$53  $88  
Loss on sales of accounts receivable—   
_____________
(1)Customers may also enter into structured-payable arrangements that require us to sell our receivables from that customer to a third-party financial institution, which then makes payments to us to settle the customer's receivable. In these instances, we ensure the sale of the receivables are bankruptcy-remote and the payment made to us is without recourse. The activity associated with these arrangements is not reflected in this disclosure, as payments under these arrangements have not been material and these are customer directed arrangements.
Finance Receivables, Net
Finance receivables include sales-type leases and installment loans arising from the marketing of our equipment. These receivables are typically collateralized by a security interest in the underlying assets.
Finance receivables, net were as follows:
 March 31,
2020
December 31,
2019
Gross receivables$3,690  $3,865  
Unearned income(403) (425) 
Subtotal3,287  3,440  
Residual values—  —  
Allowance for doubtful accounts(146) (89) 
Finance receivables, net3,141  3,351  
Less: Billed portion of finance receivables, net108  111  
Less: Current portion of finance receivables not billed, net1,104  1,158  
Finance receivables due after one year, net$1,929  $2,082  
Finance Receivables – Allowance for Credit Losses and Credit Quality
Our finance receivable portfolios are primarily in the U.S., Canada and EMEA. We generally establish customer credit limits and estimate the allowance for credit losses on a country or geographic basis. Customer credit limits are based upon an initial evaluation of the customer's credit quality and we adjust that limit accordingly based upon ongoing credit assessments of the customer, including payment history and changes in credit quality.
Consistent with our adoption of ASU 2016-13 effective January 1, 2020 (refer to Note 2 - Recent Accounting Pronouncements), the allowance for credit losses is determined principally based on an assessment of origination year and past collection experience as well as consideration of current and future economic conditions and changes in our customer collection trends. Based on that assessment, and primarily as a result of the macroeconomic and market turmoil caused by COVID-19, the allowance for doubtful credit losses increased to 4.4% of gross finance receivables (net of unearned income) at March 31, 2020 from 2.6% at December 31, 2019. In assessing the level of reserve in first quarter 2020, we had to critically assess current and forecasted economic conditions in light of the COVID-19 health crisis to ensure we objectively included those expected impacts in the determination of our reserve. Our assessment also included current portfolio credit metrics and the level of reserves and write-offs we recorded on our receivable’s portfolio during the credit crisis in 2008/09 as additional reference points to objectively determine the adequacy of our allowance.
The allowance for doubtful accounts and provision for credit losses represents an estimate of the losses expected to be incurred from the Company's finance receivable portfolio. The level of the allowance is determined on a collective basis by applying projected loss rates to our different portfolios by country, which represent our portfolio segments. This is the level at which we develop and document our methodology to determine the allowance for credit losses. This projected loss rates are primarily based upon historical loss experience adjusted for judgments about the probable effects of relevant observable data including current and future economic conditions as well as delinquency trends, resolution rates, the aging of receivables, credit quality indicators and the financial health of specific customer classes or groups.
The allowance for doubtful finance receivables is inherently more difficult to estimate than the allowance for trade accounts receivable because the underlying lease portfolio has an average maturity, at any time, of approximately two to three years and contains past due billed amounts, as well as unbilled amounts. We consider all available information in our quarterly assessments of the adequacy of the allowance for doubtful accounts. We believe our estimates, including any qualitative adjustments, are reasonable and have considered all reasonably available information about past events, current conditions, and reasonable and supportable forecasts of future events and economic conditions. The identification of account-specific exposure is not a significant factor in establishing the allowance for doubtful finance receivables. Our policy and methodology used to establish our allowance for doubtful accounts has been consistently applied over all periods presented, with the exception of the updates required as part of our adoption of ASU 2016-13 effective January 1, 2020.
Since our allowance for doubtful finance receivables is effectively determined by geography, the risk characteristics in our finance receivable portfolio segments will generally be consistent with the risk factors associated with the economies of the countries/regions included in those geographies. Since EMEA is comprised of various countries and regional economies, the risk profile within that portfolio segment is somewhat more diversified due to the varying economic conditions among and within the countries. Charge-offs in the U.S. and EMEA remained steady
as compared to the prior year. However, in both instances the charge-offs are prior to the anticipated economic disruption from the COVID-19 health crisis, which is expected to impact write-off trends over the next year and a half.
Amounts disclosed below for the three months ended and at March 31, 2020 reflect the adoption of ASU 2016-13 in January 2020. Amounts disclosed below for comparable periods in 2019 reflect superseded guidance.
The allowance for doubtful accounts as well as the related investment in finance receivables were as follows:
United States
Canada(1)
EMEA(1)(2)
Total
Balance at December 31, 2019  $59  $11  $19  $89  
Provision35   25  66  
Charge-offs(3) (1) (4) (8) 
Recoveries and other(3)
—  (1) —  (1) 
Balance at March 31, 2020$91  $15  $40  $146  
Finance receivables as of March 31, 2020 collectively evaluated for impairment (4)
$1,866  $289  $1,132  $3,287  
Balance at December 31, 2018  $53  $12  $27  $92  
Provision    
Charge-offs(4) (1) (3) (8) 
Recoveries and other(3)
—  —  —  —  
Balance at March 31, 2019$53  $12  $28  $93  
Finance receivables as of March 31, 2019 collectively evaluated for impairment(4)
$1,895  $336  $1,235  $3,466  
_____________
(1)Prior year amounts have been recasted to include the Other geographic region, which was previously disclosed as a separate grouping, conforming to the current year's presentation.
(2)Includes developing market countries.
(3)Includes the impacts of foreign currency translation and adjustments to reserves necessary to reflect events of non-payment such as customer accommodations and contract terminations.
(4)Total Finance receivables exclude the allowance for credit losses of $146 and $93 at March 31, 2020 and 2019, respectively.
In the U.S., customers are further evaluated by class based on the type of lease origination. The primary categories are direct, which primarily includes leases originated directly with end customers through bundled lease arrangements, and indirect, which includes lease financing to end-user customers who purchased equipment we sold to distributors or resellers. Indirect also includes leases originated through our XBS sales channel, which utilizes a combination of internal and third party leasing in its lease arrangements with end customers.
We evaluate our customers based on the following credit quality indicators:
Low Credit Risk: This rating includes accounts with excellent to good business credit, asset quality and capacity to meet financial obligations. These customers are less susceptible to adverse effects due to shifts in economic conditions or changes in circumstance. The rating generally equates to a Standard & Poor's (S&P) rating of BBB- or better. Loss rates in this category in the normal course are generally less than 1%.
Average Credit Risk: This rating includes accounts with average credit risk that are more susceptible to loss in the event of adverse business or economic conditions. This rating generally equates to a BB S&P rating. Although we experience higher loss rates associated with this customer class, we believe the risk is somewhat mitigated by the fact that our leases are fairly well dispersed across a large and diverse customer base. In addition, the higher loss rates are largely offset by the higher rates of return we obtain with such leases. Loss rates in this category in the normal course are generally in the range of 2% to 5%.
High Credit Risk: This rating includes accounts that have marginal credit risk such that the customer’s ability to make repayment is impaired or may likely become impaired. We use numerous strategies to mitigate risk including higher rates of interest, prepayments, personal guarantees, etc. Accounts in this category include customers who were downgraded during the term of the lease from low and average credit risk evaluation when the lease was originated. Accordingly, there is a distinct possibility for a loss of principal and interest or customer default. The loss rates in this category in the normal course are generally in the range of 7% to 10%.
Credit quality indicators are updated at least annually, or more frequently to the extent required by economic conditions, and the credit quality of any given customer can change during the life of the portfolio.
Details about our finance receivables portfolio based on geography, origination year and credit quality indicators are as follows:
 March 31, 2020December 31, 2019
 20202019201820172016PriorTotal
Finance
Receivables
Total
Finance
Receivables
United States (Direct):
Low Credit Risk$46  $197  $189  $130  $88  $27  $677  $640  
Average Credit Risk19  108  66  38  19   255  331  
High Credit Risk13  40  24  14  10   106  132  
Total $78  $345  $279  $182  $117  $37  $1,038  $1,103  
United States (Indirect):
Low Credit Risk$51  $140  $58  $23  $ $ $283  $258  
Average Credit Risk40  179  121  67  26   438  445  
High Credit Risk 20  46  25    107  116  
Total$97  $339  $225  $115  $43  $ $828  $819  
Canada(1)
Low Credit Risk$10  $37  $30  $14  $13  $ $109  $163  
Average Credit Risk13  43  34  25  12   130  97  
High Credit Risk 13  13  15   —  50  66  
Total$27  $93  $77  $54  $30  $ $289  $326  
EMEA(1)(2)
Low Credit Risk$50  $214  $180  $98  $46  $15  $603  $655  
Average Credit Risk46  176  132  77  36  10  477  479  
High Credit Risk 18  13  11    52  58  
Total$99  $408  $325  $186  $87  $27  $1,132  $1,192  
Total Finance Receivables
Low Credit Risk$157  $588  $457  $265  $156  $49  $1,672  $1,716  
Average Credit Risk118  506  353  207  93  23  1,300  1,352  
High Credit Risk26  91  96  65  28   315  372  
Total$301  $1,185  $906  $537  $277  $81  $3,287  $3,440  
_____________
(1)Prior year amounts have been recasted to include the Other geographic region, which was previously disclosed as a separate grouping, conforming to the current year's presentation.
(2)Includes developing market countries.
The aging of our receivables portfolio is based upon the number of days an invoice is past due. Receivables that are more than 90 days past due are considered delinquent. Receivable losses are charged against the allowance when management believes the uncollectibility of the receivable is confirmed and is generally based on individual credit evaluations, results of collection efforts and specific circumstances of the customer. Subsequent recoveries, if any, are credited to the allowance.
We generally continue to maintain equipment on lease and provide services to customers that have invoices for finance receivables that are 90 days or more past due and, as a result of the bundled nature of billings, we also continue to accrue interest on those receivables. However, interest revenue for such billings is only recognized if collectability is deemed reasonably assured.
The aging of our billed finance receivables is as follows:
 March 31, 2020
 Current
31-90
Days
Past Due
>90 Days
Past Due
Total BilledUnbilled
Total
Finance
Receivables
>90 Days
and
Accruing
Direct $35  $ $11  $53  $985  $1,038  $71  
Indirect23    31  797  828  —  
Total United States58  12  14  84  1,782  1,866  71  
Canada(1)
  —   280  289  15  
EMEA(1)
13    18  1,114  1,132  25  
Total$78  $17  $16  $111  $3,176  $3,287  $111  
 December 31, 2019
 Current
31-90
Days
Past Due
>90 Days
Past Due
Total BilledUnbilled
Total
Finance
Receivables
>90 Days
and
Accruing
Direct$37  $11  $ $56  $1,047  $1,103  $57  
Indirect25    33  786  819  —  
Total United States62  16  11  89  1,833  1,922  57  
Canada(1)
   11  315  326  17  
EMEA(1)(2)
12    15  1,177  1,192  32  
Total$82  $19  $14  $115  $3,325  $3,440  $106  
_____________
(1)Includes developing market countries.
(2)Prior year amounts have been recasted to include the Other geographic region, which was previously disclosed as a separate grouping, conforming to the current year's presentation.