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Accounts Receivable, Net
6 Months Ended
Jun. 30, 2017
Receivables [Abstract]  
Accounts Receivable, Net
Accounts Receivable, Net
Accounts receivable, net were as follows:
 
 
June 30, 2017
 
December 31, 2016
Invoiced
 
$
713

 
$
651

Accrued
 
380

 
374

Allowance for doubtful accounts
 
(56
)
 
(64
)
Accounts Receivable, Net
 
$
1,037

 
$
961


We perform ongoing credit evaluations of our customers and adjust credit limits based upon customer payment history and current creditworthiness. The allowance for uncollectible accounts receivable is determined principally on the basis of past collection experience as well as consideration of current economic conditions and changes in our customer collection trends.
Accounts Receivable Sales Arrangements
Accounts receivable sales arrangements are utilized in the normal course of business as part of our cash and liquidity management. We have facilities in the U.S., Canada and several countries in Europe that enable us to sell certain accounts receivable, without recourse, to third-parties. The accounts receivables sold are generally short-term trade receivables with payment due dates of less than 60 days.
All of our arrangements involve the sale of our entire interest in groups of accounts receivable for cash. In most instances, a portion of the sales proceeds are held back by the purchaser and payment is deferred until collection of the related receivables sold. Such holdbacks are not considered legal securities nor are they certificated. We report collections on such receivables as operating cash flows in the Condensed Consolidated Statements of Cash Flows because such receivables are the result of an operating activity and the associated interest rate risk is de minimis due to their short-term nature. Our risk of loss following the sales of accounts receivable is limited to the outstanding deferred purchase price receivable. These receivables are included in Other current assets in the accompanying Consolidated Balance Sheets and were $57 and $48 at June 30, 2017 and December 31, 2016, respectively.
Under most of the arrangements, we continue to service the sold accounts receivable. When applicable, a servicing liability is recorded for the estimated fair value of the servicing. The amounts associated with the servicing liability were not material.
Of the accounts receivable sold and derecognized from our balance sheet, $548 and $531 remained uncollected as of June 30, 2017 and December 31, 2016, respectively.
Accounts receivable sales were as follows:
 
Three Months Ended
June 30,
 
Six Months Ended
June 30,
 
2017
 
2016
 
2017
 
2016
Accounts receivable sales
$
567

 
$
582

 
$
1,078

 
$
1,174

Deferred proceeds
56

 
59

 
108

 
130

Loss on sales of accounts receivable
3

 
4

 
6

 
8

Estimated increase (decrease) to operating cash flows(1)
54

 
(11
)
 
(11
)
 
15

__________________________
(1)
Represents the difference between current and prior period receivable sales adjusted for the effects of: (i) the deferred proceeds, (ii) collections prior to the end of the quarter and, (iii) currency.
Finance Receivables, Net
Finance Receivables – Allowance for Credit Losses and Credit Quality
Finance receivables include sales-type leases, direct financing leases and installment loans arising from the marketing of our equipment. Our finance receivable portfolios are primarily in the U.S., Canada and Europe. We generally establish customer credit limits and estimate the allowance for credit losses on a country or geographic basis. Our policy and methodology used to establish our allowance for doubtful accounts has been consistently applied over all periods presented.
 
The following table is a rollforward of the allowance for doubtful finance receivables as well as the related investment in finance receivables:
Allowance for Credit Losses:
 
United States
 
Canada
 
Europe
 
Other(2)
 
Total
Balance at December 31, 2016
 
$
55

 
$
16

 
$
37

 
$
2

 
$
110

Provision
 
4

 

 
5

 

 
9

Charge-offs
 
(6
)
 
(2
)
 
(2
)
 

 
(10
)
Recoveries and other(3)
 

 
2

 

 

 
2

Balance at March 31, 2017
 
$
53

 
$
16

 
$
40

 
$
2

 
$
111

Provision
 
4

 
1

 
1

 

 
6

Charge-offs
 
(10
)
 
(1
)
 
(3
)
 

 
(14
)
Recoveries and other(3)
 
1

 

 
4

 

 
5

Balance at June 30, 2017
 
$
48

 
$
16

 
$
42

 
$
2

 
$
108

Finance receivables as of June 30, 2017 collectively evaluated for impairment (4)
 
$
2,028

 
$
383

 
$
1,336

 
$
64

 
$
3,811

 
 
 
 
 
 
 
 
 
 
 
Balance at December 31, 2015(1)
 
$
54

 
$
17

 
$
45

 
$
2

 
$
118

Provision
 
4

 
1

 
5

 

 
10

Charge-offs
 
(2
)
 
(2
)
 
(2
)
 

 
(6
)
Recoveries and other(3)
 
1

 
2

 
1

 

 
4

Balance at March 31, 2016
 
$
57

 
$
18

 
$
49

 
$
2

 
$
126

Provision
 

 
1

 
7

 

 
8

Charge-offs
 
(3
)
 
(2
)
 
(3
)
 

 
(8
)
Recoveries and other(3)
 

 
1

 
(2
)
 

 
(1
)
Balance at June 30, 2016
 
$
54

 
$
18

 
$
51

 
$
2

 
$
125

Finance receivables as of June 30, 2016 collectively evaluated for impairment(4)
 
$
2,149

 
$
389

 
$
1,424

 
$
64

 
$
4,026

 __________________
(1)
In the first quarter 2016, as a result of an internal reorganization, a U.S. leasing unit previously classified in Other was reclassified to the U.S. Prior year amounts have been revised to conform to current year presentation.
(2)
Includes developing market countries and smaller units.
(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 $108 and $125 at June 30, 2017 and 2016, respectively.
We evaluate our customers based on the following credit quality indicators:
Investment grade: 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 are normally less than 1%.
Non-investment grade: 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 are generally in the range of 2% to 4%.
Substandard: 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 investment and non-investment grade 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 are approximately 10%.

Credit quality indicators are updated at least annually and the credit quality of any given customer can change during the life of the portfolio. Details about our finance receivables portfolio based on industry and credit quality indicators are as follows:
 
June 30, 2017
 
December 31, 2016
 
Investment
Grade
 
Non-investment
Grade
 
Substandard
 
Total
Finance
Receivables
 
Investment
Grade
 
Non-investment
Grade
 
Substandard
 
Total
Finance
Receivables
Finance and other services
$
162

 
$
341

 
$
98

 
$
601

 
$
181

 
$
342

 
$
95

 
$
618

Government and education
490

 
60

 
8

 
558

 
543

 
57

 
8

 
608

Graphic arts
116

 
115

 
95

 
326

 
138

 
102

 
107

 
347

Industrial
81

 
77

 
24

 
182

 
82

 
78

 
24

 
184

Healthcare
81

 
47

 
16

 
144

 
79

 
47

 
17

 
143

Other
69

 
95

 
53

 
217

 
82

 
103

 
53

 
238

Total United States
999

 
735

 
294

 
2,028

 
1,105

 
729

 
304

 
2,138

Finance and other services
53

 
43

 
21

 
117

 
54

 
43

 
15

 
112

Government and education
48

 
5

 
3

 
56

 
52

 
6

 
2

 
60

Graphic arts
36

 
33

 
30

 
99

 
39

 
37

 
24

 
100

Industrial
20

 
12

 
9

 
41

 
21

 
13

 
6

 
40

Other
32

 
26

 
12

 
70

 
33

 
25

 
8

 
66

Total Canada
189

 
119

 
75

 
383

 
199

 
124

 
55

 
378

France
191

 
231

 
50

 
472

 
181

 
222

 
51

 
454

U.K./Ireland(4)
96

 
155

 
11

 
262

 
95

 
148

 
10

 
253

Central(1)
187

 
145

 
18

 
350

 
182

 
148

 
19

 
349

Southern(2)
38

 
150

 
13

 
201

 
36

 
131

 
14

 
181

Nordics(3)
28

 
22

 
1

 
51

 
26

 
22

 
1

 
49

Total Europe
540

 
703

 
93

 
1,336

 
520

 
671

 
95

 
1,286

Other
37

 
23

 
4

 
64

 
35

 
15

 
2

 
52

Total
$
1,765

 
$
1,580

 
$
466

 
$
3,811

 
$
1,859

 
$
1,539

 
$
456

 
$
3,854

_____________________________
(1)
Switzerland, Germany, Austria, Belgium and Holland.
(2)
Italy, Greece, Spain and Portugal.
(3)
Sweden, Norway, Denmark and Finland.
(4)
The December 31, 2016 amounts have been revised to conform to 2017 presentation.
The aging of our billed finance receivables is based upon the number of days an invoice is past due and is as follows:
 
June 30, 2017
 
Current
 
31-90
Days
Past Due
 
>90 Days
Past Due
 
Total Billed
 
Unbilled
 
Total
Finance
Receivables
 
>90 Days
and
Accruing
Finance and other services
$
12

 
$
1

 
$
1

 
$
14

 
$
587

 
$
601

 
$
10

Government and education
14

 

 
3

 
17

 
541

 
558

 
19

Graphic arts
14

 
1

 

 
15

 
311

 
326

 
6

Industrial
4

 

 
1

 
5

 
177

 
182

 
5

Healthcare
4

 

 
1

 
5

 
139

 
144

 
5

Other
6

 
1

 
1

 
8

 
209

 
217

 
4

Total United States
54

 
3

 
7

 
64

 
1,964

 
2,028

 
49

Canada
3

 

 

 
3

 
380

 
383

 
9

France
3

 

 

 
3

 
469

 
472

 
14

U.K./Ireland
3

 

 

 
3

 
259

 
262

 

Central(1)
2

 
1

 
1

 
4

 
346

 
350

 
6

Southern(2)
6

 
1

 
1

 
8

 
193

 
201

 
6

Nordics(3)

 

 

 

 
51

 
51

 

Total Europe
14

 
2

 
2

 
18

 
1,318

 
1,336

 
26

Other
3

 

 

 
3

 
61

 
64

 

Total
$
74

 
$
5

 
$
9

 
$
88

 
$
3,723

 
$
3,811

 
$
84

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
December 31, 2016
 
Current
 
31-90
Days
Past Due
 
>90 Days
Past Due
 
Total Billed
 
Unbilled
 
Total
Finance
Receivables
 
>90 Days
and
Accruing
Finance and other services
$
13

 
$
3

 
$
1

 
$
17

 
$
601

 
$
618

 
$
11

Government and education
10

 
4

 
3

 
17

 
591

 
608

 
25

Graphic arts
13

 
1

 

 
14

 
333

 
347

 
5

Industrial
4

 
1

 
1

 
6

 
178

 
184

 
5

Healthcare
3

 
1

 
1

 
5

 
138

 
143

 
5

Other
9

 
2

 
1

 
12

 
226

 
238

 
5

Total United States
52

 
12

 
7

 
71

 
2,067

 
2,138

 
56

Canada
3

 

 

 
3

 
375

 
378

 
8

France
3

 

 

 
3

 
451

 
454

 
20

U.K./Ireland
2

 
1

 

 
3

 
250

 
253

 
1

Central(1)
2

 
1

 

 
3

 
346

 
349

 
5

Southern(2)
5

 
1

 
1

 
7

 
174

 
181

 
6

Nordics(3)
1

 

 

 
1

 
48

 
49

 
1

Total Europe
13

 
3

 
1

 
17

 
1,269

 
1,286

 
33

Other
3

 

 

 
3

 
49

 
52

 

Total
$
71

 
$
15

 
$
8

 
$
94

 
$
3,760

 
$
3,854

 
$
97

 _____________________________
(1)
Switzerland, Germany, Austria, Belgium and Holland.
(2)
Italy, Greece, Spain and Portugal.
(3)
Sweden, Norway, Denmark and Finland.