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REVENUE RECOGNITION
12 Months Ended
Oct. 31, 2021
REVENUE RECOGNITION  
REVENUE RECOGNITION

6. REVENUE RECOGNITION

The company’s net sales and revenues by primary geographic market, major product line, and timing of revenue recognition in millions of dollars follow:

PPA

SAT

CF

FS

Total

2021

Primary geographic markets:

United States

$

8,223

$

6,505

$

5,697

$

2,389

$

22,814

Canada

853

498

1,047

617

3,015

Western Europe

2,086

2,433

1,807

103

6,429

Central Europe and CIS

1,322

475

828

39

2,664

Latin America

2,916

456

903

247

4,522

Asia, Africa, Australia, New Zealand, and Middle East

1,417

1,679

1,331

153

4,580

Total

$

16,817

$

12,046

$

11,613

$

3,548

$

44,024

Major product lines:

Production agriculture

$

16,248

$

16,248

Small agriculture

$

8,619

8,619

Turf

2,853

2,853

Construction

$

4,684

4,684

Compact construction

1,489

1,489

Roadbuilding

3,749

3,749

Forestry

1,280

1,280

Financial products

55

46

20

$

3,548

3,669

Other

514

528

391

1,433

Total

$

16,817

$

12,046

$

11,613

$

3,548

$

44,024

Revenue recognized:

At a point in time

$

16,659

$

11,969

$

11,522

$

105

$

40,255

Over time

158

77

91

3,443

3,769

Total

$

16,817

$

12,046

$

11,613

$

3,548

$

44,024

PPA

SAT

CF

FS

Total

2020

Primary geographic markets:

United States

$

6,889

$

5,059

$

4,548

$

2,500

$

18,996

Canada

640

350

802

598

2,390

Western Europe

1,827

1,937

1,479

90

5,333

Central Europe and CIS

898

493

646

35

2,072

Latin America

1,902

334

553

234

3,023

Asia, Africa, Australia, New Zealand, and Middle East

1,119

1,322

1,153

132

3,726

Total

$

13,275

$

9,495

$

9,181

$

3,589

$

35,540

Major product lines:

Production agriculture

$

12,662

$

12,662

Small agriculture

$

6,827

6,827

Turf

2,390

2,390

Construction

$

3,521

3,521

Compact construction

1,269

1,269

Roadbuilding

2,924

2,924

Forestry

1,100

1,100

Financial products

69

37

25

$

3,589

3,720

Other

544

241

342

1,127

Total

$

13,275

$

9,495

$

9,181

$

3,589

$

35,540

Revenue recognized:

At a point in time

$

13,106

$

9,439

$

9,071

$

106

$

31,722

Over time

169

56

110

3,483

3,818

Total

$

13,275

$

9,495

$

9,181

$

3,589

$

35,540

PPA

SAT

CF

FS

Total

2019

Primary geographic markets:

United States

$

6,772

$

5,590

$

6,082

$

2,482

$

20,926

Canada

675

421

1,107

617

2,820

Western Europe

1,813

2,053

1,586

87

5,539

Central Europe and CIS

859

564

749

37

2,209

Latin America

2,527

367

719

272

3,885

Asia, Africa, Australia, New Zealand, and Middle East

1,039

1,449

1,265

126

3,879

Total

$

13,685

$

10,444

$

11,508

$

3,621

$

39,258

Major product lines:

Production agriculture

$

13,001

$

13,001

Small agriculture

$

7,422

7,422

Turf

2,650

2,650

Construction

$

5,188

5,188

Compact construction

1,279

1,279

Roadbuilding

3,193

3,193

Forestry

1,403

1,403

Financial products

78

22

30

$

3,621

3,751

Other

606

350

415

1,371

Total

$

13,685

$

10,444

$

11,508

$

3,621

$

39,258

Revenue recognized:

At a point in time

$

13,509

$

10,406

$

11,391

$

111

$

35,417

Over time

176

38

117

3,510

3,841

Total

$

13,685

$

10,444

$

11,508

$

3,621

$

39,258

Following is a description of the company’s major product lines:

Production Agriculture – Includes net sales of large and certain mid-size tractors and associated attachments, combines, cotton pickers, cotton strippers, sugarcane harvesters, sugarcane loaders and pull behind scrapers, tillage, seeding, and application equipment, including sprayers and nutrient management and soil preparation machinery, and related attachments and service parts.

Small Agriculture – Includes net sales of mid-size and utility tractors, self-propelled forage harvesters, hay and forage equipment, balers, mowers, and related attachments and service parts.

Turf – Includes net sales of turf and utility equipment, including riding lawn equipment, golf course equipment, utility vehicles, and commercial mowing equipment, along with a broad line of associated implements, other outdoor power products, and related attachments and service parts.

Construction – Includes net sales of a broad range of machines used in construction, earthmoving, and material handling, including backhoe loaders, crawler dozers and loaders, four-wheel-drive loaders, excavators, motor graders, articulated dump trucks, and related attachments and service parts.

Compact Construction – Includes net sales of smaller construction equipment, including compact excavators, compact track loaders, compact wheel loaders, skid steers, landscape loaders, and related attachments and service parts.

Roadbuilding – Includes net sales of equipment used in roadbuilding and renovation, including milling machines, recyclers, slipform pavers, surface miners, asphalt pavers, compactors, tandem and static rollers, mobile crushers and screens, mobile and stationary asphalt plants, and related attachments and service parts.

Forestry – Includes net sales of equipment used in timber harvesting, including log skidders, feller bunchers, log loaders, log forwarders, log harvesters, and related attachments and service parts.

Financial Products – Includes finance and interest income primarily from retail notes related to sales of John Deere equipment to retail customers, wholesale financing to dealers of John Deere equipment, and revolving charge accounts; lease income from retail leases of John Deere equipment; and revenue from extended warranties.

Other – Includes sales of components to other equipment manufacturers that are included in “Net sales”; and revenue earned over time from precision guidance, telematics, and other information enabled solutions, revenue from service performed at company owned dealerships and service centers, gains on disposition of property and businesses, trademark licensing revenue, and other miscellaneous revenue items that are included in “Other income.”

The company invoices in advance of recognizing the sale of certain products and the revenue for certain services. These items are

primarily for extended warranty premiums, advance payments for future equipment sales, and subscription and service revenue related to precision guidance and telematic services. These advanced customer payments are presented as deferred revenue, a contract liability, in “Accounts payable and accrued expenses” in the consolidated balance sheet. The deferred revenue received, but not recognized in revenue, including extended warranty premiums also shown in Note 21, was $1,344 million and $1,090 million at October 31, 2021 and November 1, 2020, respectively. The contract liability is reduced as the revenue is recognized. Revenue recognized from deferred revenue that was recorded as a contract liability at the beginning of the fiscal year was $485 million in 2021, $425 million in 2020, and $444 million in 2019.

The amount of unsatisfied performance obligations for contracts with an original duration greater than one year is $1,062 million at October 31, 2021. The estimated revenue to be recognized by fiscal year follows in millions of dollars: 2022 - $339, 2023 - $289, 2024 - $199, 2025 - $101, 2026 - $64, and later years - $70. As permitted, the company elected only to disclose remaining performance obligations with an original contract duration greater than one year. The contracts with an expected duration of one year or less are generally for sales to dealers and retail customers for equipment, service parts, repair services, and certain telematics services.