grepcent public filings, reorganized for comparison

DEERE & CO (DE) FY 2022 MD&A

Verbatim Item 7 Management's Discussion and Analysis from DEERE & CO's 10-K for fiscal year 2022. Filing date: 2022-12-15. Report date: 2022-10-30. Accession: 0001558370-22-018703.

This page reproduces the company's own Item 7 MD&A text from the linked SEC filing. It is filer text, not grepcent analysis, scoring, or investment advice.

Extracted from a later financial-section MD&A body after the formal Item 7 span was a short reference. Published MD&A gate trimmed front/tail over-capture. Confidence: high.

Company profile: DE · All MD&A years: index · Previous year: FY 2021 · Next year: FY 2023

MANAGEMENT’S DISCUSSION AND ANALYSIS

The following Management's Discussion and Analysis of Financial Condition and Results of Operations (MD&A) is intended to promote understanding of the financial condition and results of operations. The MD&A is provided as a supplement to, and should be read in conjunction with, the consolidated financial statements and the accompanying Notes to Consolidated Financial Statements (Part II, Item 8 of this Form 10-K).

RESULTS OF OPERATIONS FOR THE YEARS ENDED

OCTOBER 30, 2022, OCTOBER 31, 2021, AND NOVEMBER 1, 2020

OVERVIEW

Organization

The company generates net sales from the sale of equipment to John Deere dealers and distributors. The company manufactures and distributes a full line of agricultural equipment; a variety of commercial and consumer equipment; and a broad range of equipment for construction, roadbuilding, and forestry. These operations (collectively known as the “equipment operations”) are managed through the production and precision agriculture, small agriculture and turf, and construction and forestry operating segments. The company’s financial services segment provides credit services, which finance sales and leases of equipment by John Deere dealers. In addition, the financial services segment provides wholesale financing to dealers of the foregoing equipment, finances retail revolving charge accounts, and offers extended equipment warranties.

Smart Industrial Operating Model and Leap Ambitions

The company’s Smart Industrial operating model is focused on making significant investments, strengthening the company’s capabilities in digital, automation, autonomy, and alternative propulsion technologies. These technologies are intended to increase worksite efficiency, improve yields, lower input costs, and ease labor constraints. The company’s Leap Ambitions are goals designed to boost economic value and sustainability for the company’s customers. The company anticipates opportunities in this area, as the company and its customers have a vested interest in sustainable practices.

Trends and Economic Conditions

Industry Trends for Fiscal Year 2023 – Industry sales of large agricultural machinery in the U.S. and Canada for 2023 are forecasted to increase 5 to 10 percent compared to 2022. Industry sales of small agricultural and turf equipment in the U.S. and Canada are expected to be flat to down 5 percent in 2023. Industry sales of agricultural machinery in Europe are forecasted to be flat to up 5 percent, while South American industry sales of tractors and combines are expected to be flat to up 5 percent in 2023. Asia industry sales are forecasted to be down moderately in 2023 as the demand in India, the world’s largest tractor market by unit, stabilizes. On an industry basis, North American construction equipment and compact construction equipment sales are both expected to be flat to up 5 percent in 2023. Global forestry and global roadbuilding industry sales are each expected to be flat.

Company Trends – Customers’ demand for integration of technology into equipment is a market trend underlying the company’s Smart Industrial operating model and Leap Ambitions framework. Customers have sought to improve profitability, productivity, and sustainability through technology. The company’s approach to technology involves hardware and software, guidance, connectivity and digital solutions, automation and machine intelligence, autonomy, and electrification. This technology is incorporated into products within each of the company’s operating segments.

Customers continue to adopt technology integrated in the John Deere portfolio of “smart” machines, systems, and solutions. The company expects this trend to persist for the foreseeable future.

Demand for the company’s equipment remains strong, as order books are full through a majority of 2023. Agricultural fundamentals are expected to remain solid into 2023, and retail demand will comprise most of 2023 sales. The company expects dealer stock inventory replenishment to occur in 2024. The North American retail customer fleet age remains above average, and dealer inventories are historically low due to the manufacturing and supply chain constraints over the past few years. Crop prices remain favorable to our customers in part due to low stock-to-use ratios for key grains and lower exports from the Black Sea region. The company expects to sell more large agricultural equipment in 2023 than 2022 in North America, Europe, and South America. Demand for small agricultural equipment remains stable, while turf and utility equipment product sales are expected to be lower due to the overall U.S. economic conditions. Construction equipment markets are forecasted to be steady. Rental fleets replenishment, the energy industry, and U.S. infrastructure spend will offset moderation in residential home construction. Roadbuilding demand remains strongest in the U.S., largely offset by softening demand in Europe and sluggish demand in Asia. Net income for the company’s financial services operations is expected to be slightly higher than fiscal year 2022 due to a higher average portfolio, partially offset by less-favorable financing spreads and lower gains on operating leases. Excluding the portfolio in Russia, a higher provision for credit losses is forecasted for 2023.

Additional Trends – The company experienced supply chain disruptions and inflationary pressures in 2022. While these are two distinct issues and discussed separately below, their impact may be intertwined.

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Supply chain disruptions impacted many aspects of the business, including parts availability, increased production costs, and more partially completed machines in inventory. Past due deliveries from suppliers were at elevated levels. Late part deliveries incurred expedited freight charges and rework of partially built machines, contributing to production inefficiencies and higher overhead costs. The company implemented the following mitigation efforts to minimize the impact of supply chain disruptions on its ability to meet customer demand:

Column 1Column 2
Worked with the supply base to obtain allocations and improve on-time deliveries of parts.
Column 1Column 2
Multi-sourced some parts and materials.
Column 1Column 2
Provided resources to suppliers to address constraints.
Column 1Column 2
Entered into long-term contracts for some critical components.
Column 1Column 2
Utilized alternative freight carriers to expedite delivery.

While supply chain disruptions are expected to persist into 2023, the company is working diligently to secure the parts and components that customers need to deliver essential food and infrastructure more profitably and sustainably.

Inflation was a pervasive feature throughout 2022, increasing the cost of material, freight, energy, salaries, and wages. Higher costs due to general business inflation were offset by price realization, which mitigated the impact of inflation on the company’s operating results. The company expects inflation to continue in 2023 resulting in higher costs. If customers are unwilling to accept increases in cost of John Deere products, or the company is otherwise unable to offset increases in production costs, inflation could have an adverse effect on the company’s operations and financial condition.

Interest rates rose in 2022 and further central bank policy rate increases are projected in 2023. Most retail customer receivables are fixed rate, while wholesale financing receivables are floating rate. The company has both fixed and floating rate borrowings. The company manages the risk of interest rate fluctuations through balancing the types and amounts of its funding sources to its financing receivable and equipment on operating lease portfolios. Accordingly, the company enters into interest rate swap agreements to manage its interest rate exposure. Rising interest rates have historically impacted the company’s borrowings sooner than the benefit is realized from the financing receivable and equipment on operating lease portfolios. As a result, the company’s financial services operations experienced spread compression in 2022. If interest rates continue to rise, the company expects to continue experiencing spread compression in 2023.

Supply chain disruptions, inflationary pressures, and rising interest rates are driven by factors outside of the company’s control, and as a result, the company cannot reasonably foresee when these conditions will subside.

Items of Concern and Uncertainties – Other items of concern include global and regional political conditions, economic and trade policies, imposition of new or retaliatory tariffs against

certain countries or covering certain products, the ongoing effects of the pandemic, capital market disruptions, changes in demand and pricing for new and used equipment, significant fluctuations in foreign currency exchange rates, volatility in the prices of many commodities, and potential recession. These items could impact the company’s results. The company is making investments in technology and in strengthening its capabilities in digital, automation, autonomy, and electrification. As with most technology investments, marketplace adoption and monetization of these features holds an elevated level of uncertainty.

2022 COMPARED WITH 2021

CONSOLIDATED RESULTS

Deere & Company
(In millions of dollars, except per share amounts)20222021
Net sales and revenues$52,577$44,024
Net income attributable to Deere & Company7,1315,963
Diluted earnings per share23.2818.99

Net income in 2022 and 2021 was impacted by special items. See Notes 3 and 4 for additional details. The discussion on net sales and operating profit is included in the Business Segment Results below.

An explanation of the cost of sales to net sales ratio and other significant statement of consolidated income changes follows:

Deere & Company
(In millions of dollars)20222021% Change
Cost of sales to net sales73.7%73.3%
Other income$1,295$991+31
Research and development expenses1,9121,587+20
Selling, administrative and general expenses3,8633,383+14
Interest expense1,062993+7
Other operating expenses1,2751,343-5
Provision for income taxes2,0071,658+21

The cost of sales to net sales ratio increased compared to 2021 mainly due to higher production costs partially offset by price realization. Other income increased due to a non-cash gain on the remeasurement of the previously held equity investment in the Deere-Hitachi joint venture. Research and development expenses were higher in 2022 largely due to continued focus on developing and incorporating technology solutions. Selling, administrative and general expenses increased mostly due to higher provision for credit losses, including higher reserves due to the economic uncertainty in Russia (see Note 4), as well as a higher merit pay increase due to inflationary conditions. Interest expense increased in 2022 due to higher average borrowings and higher average borrowing rates. Other operating expenses were lower compared to 2021 largely due to reduced depreciation of equipment on operating leases and lower retirement benefit costs. The provision for income taxes increased consistent with higher pretax income.

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BUSINESS SEGMENT RESULTS

The following discussion relates to operating results by reportable segment. Operating profit is income before corporate expenses, certain external interest expense, certain foreign exchange gains or losses, and income taxes.

For the equipment operations, higher production costs were mostly due to elevated material and inbound freight expenses. Overhead spend was also higher for the year as factories continued to experience some production inefficiencies due to supply chain challenges and clearing partially completed machines in inventory.

Production and Precision Agriculture Operations

(In millions of dollars)20222021% Change
Net sales$22,002$16,509+33
Operating profit4,3863,334+32
Operating margin19.9%20.2%
Price realization+14
Currency translation-2

Segment sales increased due to higher shipment volumes and price realization. Operating profit benefitted from price realization and higher shipment volumes / sales mix. These items were partially offset by higher production costs, higher research and development expenses and selling, administrative and general expenses, the impact of higher reserves and impairments related to events in Russia / Ukraine, and the UAW contract ratification bonus. The prior year was also impacted by a favorable indirect tax ruling in Brazil (see Note 4).

Small Agriculture and Turf Operations

(In millions of dollars)20222021% Change
Net sales$13,381$11,860+13
Operating profit1,9492,045-5
Operating margin14.6%17.2%
Price realization+9
Currency translation-4

Segment sales were higher in 2022 due to price realization and higher shipment volumes, partially offset by the negative effects of currency translation. Operating profit decreased as a result of higher production costs, higher selling, administrative and general expenses and research and development expenses, and the unfavorable effects of foreign exchange, partially offset by price realization and improved shipment volumes. Results for the current year were affected by the impact of higher reserves and impairments related to events in Russia / Ukraine and the UAW contract ratification bonus, while results of the prior year were positively impacted by a gain on the sale of a factory in China (see Note 4).

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Construction and Forestry Operations

(In millions of dollars)20222021% Change
Net sales$12,534$11,368+10
Operating profit2,0141,489+35
Operating margin16.1%13.1%
Price realization+10
Currency translation-3

Segment sales increased in 2022 due to price realization and higher shipment volumes, partially offset by the negative effects of currency translation. Operating profit increased mainly due to price realization, partially offset by higher production costs. The current year results included a non-cash gain on the remeasurement of the previously held equity investment in the Deere-Hitachi joint venture, partially offset by the impact of higher reserves and impairments related to events in Russia / Ukraine (see Note 4).

Financial Services Operations

(In millions of dollars)20222021% Change
Revenue (including intercompany)$4,085$3,794+8
Interest expense799687+16
Net income880881

The average balance of receivables and leases financed was 8 percent higher in 2022, consistent with revenue growth. Interest expense increased in 2022 as a result of higher average borrowings and higher average borrowing rates. Net income in 2022 was roughly the same mainly due to income earned on a higher average portfolio, partially offset by less favorable financing spreads and unfavorable discrete income tax adjustments. The provision for credit losses increased, primarily due to economic uncertainty in Russia. The financial services operations received an intercompany benefit from the equipment operations, as the equipment

operations guarantees financial services’ investments in certain international markets, including Russia (see Note 4).

2021 COMPARED WITH 2020

The comparison of the 2021 results with 2020 can be found under the heading “2021 Compared With 2020” in the “Management’s Discussion and Analysis” section of the company’s 2021 Form 10-K.

CAPITAL RESOURCES AND LIQUIDITY

SOURCES OF LIQUIDITY, KEY METRICS, AND BALANCE SHEET DATA

The company has access to most global markets at a reasonable cost. Sources of liquidity for the company include cash and cash equivalents, marketable securities, funds from operations, the issuance of commercial paper and term debt, the securitization of retail notes (both public and private markets), and bank lines of credit. The company closely monitors its liquidity sources against the cash requirements and expects to have sufficient sources of global funding and liquidity to meet its funding needs in the short term (next 12 months) and long term (beyond 12 months). The company operates in multiple industries, which have different funding requirements. The production and precision agriculture, small agriculture and turf, and construction and forestry segments are capital intensive and are typically subject to seasonal variations in financing requirements for inventories and certain receivables from dealers. However, the patterns of seasonality in inventory have been affected by increases in production rates and supply chain disruptions experienced during fiscal year 2022, which continue to impact inventory levels. As a result, the company may not experience typical seasonal reduction in inventory during 2023. The financial services operations rely on their ability to raise substantial amounts of funds to finance their receivable and lease portfolios.

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Key metrics are provided in the following table, in millions of dollars:

202220212020
Cash, cash equivalents, and marketable securities$5,508$8,745$7,707
Trade accounts and notes receivable – net6,4104,2084,171
Ratio to prior 12 month’s net sales13%11%13%
Inventories8,4956,7814,999
Ratio to prior 12 month’s cost of sales24%23%21%
Unused credit lines3,2845,7706,801
Financial Services:
Ratio of interest-bearing debt to stockholder’s equity8.5 to 17.8 to 17.8 to 1

Due to the uncertainties around the COVID-19 pandemic, the company temporarily increased its cash, cash equivalents, and marketable securities balance beginning in March 2020. The cash balance decrease in 2022 was driven by working capital requirements. The reduction in unused credit lines in 2022 compared to both prior periods relates to an increase in commercial paper outstanding to fund growth in the receivable portfolio. The company forecasts higher operating cash flows in 2023 as identified previously in Trends and Economic Conditions.

Cash Flows

202220212020
Net cash provided by operating activities$4,699$7,726$7,483
Net cash used for investing activities(8,485)(5,750)(3,319)
Net cash provided by (used for) financing activities826(1,078)(980)
Effect of exchange rate changes on cash, cash equivalents, and restricted cash(224)5532
Net increase (decrease) in cash, cash equivalents, and restricted cash$(3,184)$953$3,216

Positive cash flows from consolidated operating activities in 2022 were $4,699 million. This resulted from net income adjusted for non-cash provisions, partially offset by an increase in receivables related to sales, an increase in inventories, and a $1,000 million voluntary contribution to a U.S. other postretirement benefit (OPEB) plan. Cash outflows from investing activities were $8,485 million in 2022. The primary drivers were growth in the retail customer receivable and lease portfolios; purchases of property and equipment; a change in collateral on derivatives – net; and acquisitions of businesses, net of cash acquired. Cash inflows from financing activities were $826 million in 2022, due to an increase in borrowings, partially offset by repurchases of common stock and dividends paid. Cash, cash equivalents, and restricted cash decreased $3,184 million during 2022.

Cash and Marketable Securities Held by Foreign Subsidiaries – The amount of the total cash and cash equivalents and marketable securities held by foreign subsidiaries was $3,379 million at

October 30, 2022 and $5,817 million at October 31, 2021. During 2022, the company’s foreign subsidiaries returned $5,643 million of cash and cash equivalents to the U.S. Distributions of profits from foreign subsidiaries are not expected to cause a significant incremental U.S. tax impact. However, these distributions may be subject to withholding taxes outside the U.S.

Trade Accounts and Notes Receivable – Trade accounts and notes receivable arise from sales of goods to customers. Trade receivables increased by $2,202 million in 2022. The collection period for trade receivables averages less than 12 months. The percentage of trade receivables outstanding for a period exceeding 12 months was 1 percent at each of October 30, 2022 and October 31, 2021.

Financing Receivables and Equipment on Operating Leases – Financing receivables and leases consist of retail notes originated in connection with financing of new and used equipment, operating leases, revolving charge accounts, sales-type and direct financing leases, and wholesale notes. Financing receivables and equipment on operating leases increased by $3,747 million in 2022, compared with 2021. Total acquisition volumes of financing receivables and equipment on operating leases were 7 percent higher in 2022 compared with the same period last year, as volumes of revolving charge accounts, operating leases, wholesale notes, and retail notes increased primarily due to higher sales by the company, while volumes of finance leases decreased.

Inventories – Inventories increased by $1,714 million in 2022 due to higher production schedules and supply chain disruptions. A majority of these inventories are valued on the last-in, first-out (LIFO) method. The ratios of inventories on a first-in, first-out (FIFO) basis (see Note 13), which approximates current cost, to fiscal year cost of sales were 31 percent at each of October 30, 2022 and October 31, 2021.

Property and Equipment – Property and equipment cash expenditures in 2022 were $1,134 million, compared with $848 million in 2021.

Borrowings – Total external borrowings increased by $3,487 million in 2022, corresponding with the level of the receivable and the lease portfolio, as well as the level of cash and cash equivalents.

John Deere Capital Corporation (Capital Corporation), a U.S. financial services subsidiary, has a revolving warehouse facility to utilize bank conduit facilities to securitize retail notes (see Note 12). At October 30, 2022, $948 million of short-term securitization borrowings were outstanding under the facility. At the end of the contractual revolving period, unless the banks and Capital Corporation agree to renew, Capital Corporation would liquidate the secured borrowings over time as payments on the retail notes are collected. The agreement was renewed in November 2022 with an expiration in November 2023 and a capacity of $1,500 million.

During 2022, the company issued $4,085 million and retired $2,965 million of retail note securitization borrowings, which are presented in “Increase (decrease) in total short-term borrowings” on the statements of consolidated cash flows.

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Lines of Credit – The company also has access to bank lines of credit with various banks throughout the world. Worldwide lines of credit totaled $8,402 million at October 30, 2022, $3,284 million of which were unused. For the purpose of computing the unused credit lines, commercial paper and short-term bank borrowings, excluding secured borrowings and the current portion of long-term borrowings, were considered to constitute utilization. See Note 17 for more information.

Debt Ratings – To access public debt capital markets, the company relies on credit rating agencies to assign short-term and long-term credit ratings to the company’s securities as an indicator of credit quality for fixed income investors. A security rating is not a recommendation by the rating agency to buy, sell, or hold company securities. A credit rating agency may change or withdraw company ratings based on its assessment of the company’s current and future ability to meet interest and principal repayment obligations. Each agency’s rating should be evaluated independently of any other rating. Lower credit ratings generally result in higher borrowing costs, including costs of derivative transactions, and reduced access to debt capital markets.

The senior long-term and short-term debt ratings and outlook currently assigned to unsecured company securities by the rating agencies engaged by the company are as follows:

Senior
Long-TermShort-TermOutlook
Fitch RatingsAF1Stable
Moody’s Investors Service, Inc.A2Prime-1Positive
Standard & Poor’sAA-1Stable

CONTRACTUAL OBLIGATIONS AND CASH REQUIREMENTS

The company’s material cash requirements include the following:

Borrowings – As of October 30, 2022, the company had $15,274 million of payments due on borrowings and securitization borrowings in the next year, along with interest payments of $1,460 million. The securitization borrowing payments are based on the expected liquidation of the retail notes. See Notes 12 and 19 for additional borrowing details. These payments will likely be replaced with new borrowings to finance the receivable and lease portfolio, which is expected to grow in 2023.

Purchase Obligations – As of October 30, 2022, the company’s outstanding purchase obligations were $4,701 million, with $4,121 million payable within one year. These purchase obligations are noncancelable.

Other Cash Requirements – In addition to its contractual obligations, the company’s quarterly cash dividend is $1.20 per share, subject to change at the discretion of the company’s Board of Directors. Total company pension and OPEB contributions in 2023 are expected to be approximately $200 million. The company also plans capital expenditures of $1,400 million in 2023. The company will consider share repurchases as a means of deploying excess cash to shareholders once the previously mentioned requirements are met.

CRITICAL ACCOUNTING ESTIMATES

The preparation of the company’s consolidated financial statements in conformity with accounting principles generally accepted in the U.S. requires management to make estimates and assumptions that affect reported amounts of assets, liabilities, revenues, and expenses. Changes in these estimates and assumptions could have a significant effect on the financial statements. The accounting policies below are those management believes are the most critical to the preparation of the company’s financial statements and require the most difficult, subjective, or complex judgments. The company’s other accounting policies are described in the Notes to the Consolidated Financial Statements.

Sales Incentives

The company provides sales incentives to dealers. At the time a sale to a dealer is recognized, the company records an estimate of the future sales incentive costs as a reduction to the sales price. These incentives may be based on a dealer’s purchase volume, or on retail sales incentive programs for allowances and financing programs that will be due when the dealer sells the equipment to a retail customer. The estimated cost of these programs is based on historical data, announced and expected incentive programs, field inventory levels, and forecasted sales volumes. The final cost of these programs is determined at the end of the measurement period for volume-based incentives or when the dealer sells the equipment to the retail customer. This is due to numerous programs available at any particular time and new programs that may be announced after the company records the equipment sale. Changes in the mix and types of programs affect these estimates, which are reviewed quarterly. Actual cost differences from the original cost estimate are recognized in “Net sales.”

The sales incentive accruals at October 30, 2022, October 31, 2021, and November 1, 2020 were $2,364 million, $1,680 million, and $1,718 million, respectively. The total accruals recorded were $1,320 million, $880 million, and $1,109 million in trade accounts and notes receivable – net, and $1,044 million, $800 million, and $609 million in accounts payable and accrued expenses at October 30, 2022, October 31, 2021, and November 1, 2020, respectively. The accruals recorded against receivables relate to programs where the company has the contractual right and the intent to offset against existing receivables. The increase in each of 2022 and 2021 primarily resulted from higher retail demand. Additional factors in 2022 were higher incentives expected to be paid for dealer market share and incentives provided to offset elevated interest rates.

The estimation of the retail sales incentive accrual is impacted by many assumptions. One of the key assumptions is the predictive value of the historical percent of retail sales incentive costs to retail sales from dealers. Over the last five fiscal years, this percent has varied by an average of approximately plus or minus .8 percent, compared to the average retail sales incentive costs to retail sales percent during that period. Holding other assumptions constant, if this estimated retail incentive cost experience percent would have increased or decreased .8 percent, the sales incentive accrual at October 30, 2022 would have increased or decreased by approximately $74 million.

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Product Warranties

For most equipment and service parts sales, the company provides a standard warranty to provide assurance that the equipment will function as intended for a specified period of time. At the time a sale is recognized, the company records the estimated future warranty costs. The company determines its total warranty liability by applying historical claims rate experience to the estimated amount of equipment that has been sold and is still under warranty based on dealer inventories and retail sales. The historical claims rate is determined by a review of five-year claims costs and consideration of current quality developments. Variances in claims experience and the type of warranty programs affect these estimates, which are reviewed quarterly. The company also offers extended warranty arrangements for purchase at the customer’s option. The premiums for extended warranties are recognized in “Other income” in the statements of consolidated income in proportion to the costs expected to be incurred over the contract period. The unamortized extended warranty premiums (deferred revenue) are recorded in “Accounts payable and accrued expenses” in the consolidated balance sheets (see Note 18).

The product warranty accruals, excluding extended warranty unamortized premiums, at October 30, 2022, October 31, 2021, and November 1, 2020 were $1,427 million, $1,312 million, and $1,105 million, respectively. The increase in each of 2022 and 2021 related to higher sales volume, partially offset by a decrease in the warranty rate.

Estimates used to determine the product warranty accruals are significantly affected by the historical percent of warranty claims costs to sales. Over the last five fiscal years, this percent has varied by an average of approximately plus or minus .11 percent, compared to the average warranty costs to sales percent during that period. Holding other assumptions constant, if this estimated cost experience percent would have increased or decreased .11 percent, the warranty accrual at October 30, 2022 would have increased or decreased by approximately $57 million.

Postretirement Benefit Obligations

The estimation of defined benefit pension and OPEB plan obligations and expenses requires the use of estimates of the present value of the projected future benefit payments. Plan obligations and expenses are based on existing retirement plan provisions. No assumption is made regarding any potential changes to benefit provisions beyond those to which the company is presently committed (e.g., in existing labor contracts). The key assumptions used in developing the required estimates used by the company’s actuaries include discount rates, health care cost trend rates, expected long-term return on plan assets, compensation increases, retirement rates, mortality rates, and expected contributions. Actual results that differ from the assumptions and changes in assumptions affect future expenses and obligations. Assumptions are set at each year-end and are not changed during the year unless there is a significant plan event, such as a curtailment or settlement that would trigger a plan remeasurement.

The company’s pension and OPEB costs in 2022 were $176 million, compared with $197 million in 2021 and $341 million in 2020. The long-term expected return on plan assets, which is reflected in these costs, was an expected gain of 5.0 percent in 2022 and 5.9 percent in 2021, or $836 million and $876 million, respectively. The actual return was a loss of $3,565 million in 2022 and a gain of $3,616 million in 2021. In 2023, the expected return is approximately 6.0 percent. The company’s costs under these plans in 2023 are expected to decrease by $225 million compared to 2022, resulting in a net periodic benefit. The reduction in the company’s cost is due to increases in the expected long-term rates of return on plan assets and increases in discount rates.

The pension assets, net of pension liabilities, recognized on the balance sheets at October 30, 2022 and October 31, 2021 were $2,690 million and $2,665 million, respectively. The pension liabilities, net of pension assets, recognized on the balance sheets at November 1, 2020 were $447 million. The increase in the pension net assets in 2022 was due to an increase in discount rates offset by losses on plan assets and UAW contract impacts. The increase in the pension net assets in 2021 was due to returns on plan assets.

The OPEB liabilities, net of OPEB assets, at October 30, 2022, October 31, 2021, and November 1, 2020 were $1,205 million, $3,175 million, and $3,892 million, respectively. The decrease in OPEB net liabilities in 2022 was due to an increase in discount rates and a $1,000 million contribution to a U.S. OPEB plan. The decrease in OPEB net liabilities in 2021 was due to returns on plan assets and favorable changes to medical assumptions.

The company employs de-risking strategies for the global funded pension plans that increase the matching characteristics of the plan assets relative to the obligations, through an increased allocation to fixed income assets, as the funded status improves. Changes in interest rates, which directly influence changes in discount rates, in addition to other factors, have a significant impact on the value of the pension obligation and the fixed income asset portfolio. The company anticipates that changes in interest rates will likely result in offsetting effects in the value of the pension obligation and the value of the fixed income asset portfolio, reducing funded status volatility.

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The effect of hypothetical changes to selected assumptions on the company’s major U.S. retirement benefit plans would be as follows in millions of dollars:

October 30, 20222023
IncreaseIncrease
Percentage(Decrease)(Decrease)
AssumptionsChangePBO/APBO*Expense
Pension
Discount rate**+/-.5$(485)/547$0/1
Expected return on assets+/-.5(63)/63
OPEB
Discount rate**+/-.5(149)/162(2)/2
Expected return on assets+/-.5(10)/10
Health care cost trend rate**+/-1.0291/(250)40/(29)
Column 1Column 2
*Projected benefit obligation (PBO) for pension plans and accumulated postretirement benefit obligation (APBO) for OPEB plans.
Column 1Column 2
**Pretax impact on service cost, interest cost, and amortization of gains or losses.

Goodwill

Goodwill is not amortized and is tested for impairment annually and when events or circumstances change such that it is more likely than not that the fair value of a reporting unit is reduced below its carrying amount. The end of the fiscal third quarter is the annual measurement date. To test for goodwill impairment, the carrying value of each reporting unit is compared with its fair value. If the carrying value of the goodwill is considered impaired, a loss is measured as the excess of the reporting unit’s carrying value over the fair value, with a limit of the goodwill allocated to that reporting unit.

An estimate of the fair value of the reporting unit is determined through a combination of comparable market values for similar businesses and discounted cash flows. These estimates can change significantly based on such factors as the reporting unit’s financial performance, economic conditions, interest rates, growth rates, pricing, changes in business strategies, and competition.

The company has not identified a reporting unit for which the goodwill was impaired in 2022, 2021, or 2020. For all reporting units, a 10 percent decrease in the estimated fair value would have had no effect on the carrying value of goodwill at the annual measurement date in 2022.

Allowance for Credit Losses

The allowance for credit losses is an estimate of the credit losses expected over the life of the receivable portfolio. The allowance is measured on a collective basis when similar risk characteristics exist. Risk characteristics considered by the company include finance product category, market, geography, credit risk, and remaining duration. Receivables that do not share risk characteristics with other receivables in the portfolio are evaluated on an individual basis. Non-performing receivables are included in the estimate of expected credit losses.

The company utilizes loss forecast models, which are selected based on the size and credit risk of the underlying pool of receivables, to estimate expected credit losses. Transition matrix

models are used for large and complex retail customer receivable pools, while weighted average remaining maturity models are used for smaller and less complex retail customer receivable pools. Expected credit losses on wholesale receivables are based on historical loss rates, with consideration of current economic conditions and dealer financial risk. The modeled expected credit losses are adjusted based on reasonable and supportable forecasts, which may include economic indicators such as commodity prices, industry equipment sales, unemployment rates, and housing starts. Management reviews each model’s output quarterly, and qualitative adjustments are incorporated as necessary.

In 2021, the company adopted ASU No. 2016-13, which revised the measurement of credit losses from an incurred loss to an expected loss methodology. Upon adoption the company’s allowance for credit losses increased with an offset to retained earnings. The allowance for credit losses at November 1, 2020 was not restated under the expected loss methodology. The total allowance for credit losses at October 30, 2022, October 31, 2021, and November 1, 2020 was $361 million, $207 million, and $223 million, respectively. The allowance increased in 2022 compared to 2021 due to higher reserves related to the economic uncertainty in Russia. The allowance decreased in 2021 compared to 2020 due to lower expected losses in the construction and forestry market, continued improvement in the agriculture and turf market, and better than expected performance of accounts granted payment relief due to the economic effects of COVID. As previously mentioned, the allowance decrease was partially offset by the adoption of ASU No. 2016-13.

The assumptions used in evaluating the company’s exposure to credit losses involve estimates and significant judgment. While the company believes its allowance is sufficient to provide for losses over the life of its existing receivable portfolio, different assumptions or changes in economic conditions would result in changes to the allowance for credit losses. Historically, changes in economic conditions have had limited impact on credit losses within the company’s wholesale receivable portfolio. Within the retail customer receivables portfolio, credit loss estimates are dependent on a number of factors, including historical portfolio performance, current delinquency levels, and estimated recoveries on defaulted accounts. The company’s transition matrix models, which are utilized to estimate credit losses for more than 90 percent of retail customer receivables, use historical portfolio performance and current delinquency levels to forecast future defaults. Estimated recovery rates are applied to the estimated default balance to calculate the expected credit losses. Holding all other factors constant, a 10 percent increase in the transition matrix models’ forecasted defaults and a simultaneous 10 percent decrease in recovery rates would have resulted in a $40 million increase to the allowance for credit losses at October 30, 2022.

Operating Lease Residual Values

The carrying value of equipment on operating leases is affected by the estimated fair values of the equipment at the end of the lease (residual values). Upon termination of the lease, the equipment is

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either purchased by the lessee or sold to a third party, in which case the company may record a gain or a loss for the difference between the estimated residual value and the sale price. The estimated residual values are based on several factors, including lease term, expected hours of usage, historical wholesale sales prices, return experience, intended equipment use, market dynamics and trends, and dealer residual value guarantees. The company reviews residual value estimates during the lease term and tests the carrying value of its operating leases for impairment when events or circumstances necessitate. Changes in residual value assumptions would affect the amount of depreciation expense and the amount of investment in equipment on operating leases. Depreciation is adjusted prospectively on a straight-line basis over the remaining lease term if residual estimates are revised.

The total operating lease residual values at October 30, 2022, October 31, 2021, and November 1, 2020 were $4,640 million, $5,025 million, and $5,254 million, respectively. The decreases in 2022 and 2021 related to a lower average operating lease portfolio.

Estimates used in determining end of lease market values for equipment on operating leases significantly impact the amount and timing of depreciation expense. Hypothetically, if future market values for this equipment were to decrease 10 percent from the company’s present estimates and all the equipment on operating leases were returned to the company for remarketing at the end of the lease term, the total effect would be to increase the company’s annual depreciation for equipment on operating leases by approximately $40 million, after consideration of dealer residual value guarantees.

Income Taxes

The company’s income tax provision, deferred income tax assets and liabilities, and liabilities for uncertain tax benefits represent the company’s best estimate of current and future income taxes to be paid. The annual tax rate is based on income tax laws, statutory tax rates, taxable income levels, and tax planning opportunities available in various jurisdictions where the company operates. These tax laws are complex, and require significant judgment to determine the consolidated provision for income taxes. Changes in tax laws, regulations, statutory tax rates, and estimates of the company’s future taxable income levels could result in actual realization of deferred taxes being materially different from amounts provided for in the consolidated financial statements.

Deferred income taxes represent temporary differences between the tax and the financial reporting basis of assets and liabilities, which will result in taxable or deductible amounts in the future. Deferred tax assets also include loss carryforwards and tax credits. These assets are regularly assessed for the likelihood of recoverability from estimated future taxable income, reversal of deferred tax liabilities, and tax planning strategies. To the extent the company determines that it is more likely than not a deferred income tax asset will not be realized, a valuation allowance is established. The recoverability analysis of the deferred income tax assets and the related valuation allowances requires significant judgment and relies on estimates.

Uncertain tax positions are determined based on whether it is more likely than not the tax positions will be sustained based on the technical merits of the position. For those positions that meet the more likely than not criteria, an estimate of the largest amount of tax benefit that is greater than 50 percent likely to be realized upon ultimate settlement with the related tax authority is recognized. The ultimate resolution of the tax position could take many years and result in a payment that is significantly different from the original estimate.

A provision for foreign withholding taxes has not been recorded on undistributed profits of the company’s non-U.S. subsidiaries that are determined to be indefinitely reinvested outside the U.S. If management intentions change in the future, there may be a significant impact on the provision for income taxes in the period the change occurs. For further information on income taxes, see Note 8 to the consolidated financial statements.

FORWARD-LOOKING STATEMENTS

Certain statements contained herein, including in the section entitled “Overview” relating to future events, expectations, and trends constitute “forward-looking statements” as defined in the Private Securities Litigation Reform Act of 1995 and involve factors that are subject to change, assumptions, risks, and uncertainties that could cause actual results to differ materially. Some of these risks and uncertainties could affect all lines of the company’s operations generally while others could more heavily affect a particular line of business.

Forward-looking statements are based on currently available information and current assumptions, expectations, and projections about future events and should not be relied upon. Further information concerning the company and its businesses, including factors that could materially affect the company’s financial results, is included in the company’s other filings with the SEC (including, but not limited to, the factors discussed in Item 1A. “Risk Factors” of this Annual Report on Form 10-K and subsequent Quarterly Reports on Form 10-Q).

Factors Affecting All Lines of Business

All of the company’s businesses and their results are affected by general global macroeconomic conditions, including but not limited to inflation, including rising costs for materials used in our production, slower growth or recession, higher interest rates and currency fluctuations which could adversely affect the U.S. dollar and customer confidence, customer access to capital, and overall demand for our products; delays or disruptions in the company’s supply chain, including work stoppages or disputes by suppliers with their unionized labor; shipping delays; government spending and taxing; changes in weather and climate patterns; the political and social stability of the markets in which the company operates; the effects of, or response to, wars and other conflicts, including the current conflict between Russia and Ukraine; natural disasters; and the spread of major epidemics or pandemics (including the COVID-19 pandemic).

Significant changes in market liquidity conditions, changes in the company’s credit ratings, and any failure to comply with financial

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covenants in credit agreements could impact our access to or terms of future funding, which could reduce the company’s earnings and cash flows. A debt crisis in Europe (including the recent volatility of the United Kingdom’s bond market), Latin America, or elsewhere could negatively impact currencies, global financial markets, funding sources and costs, asset and obligation values, customers, suppliers, and demand for equipment. The company’s investment management activities could be impaired by changes in the equity, bond, and other financial markets, which would negatively affect earnings.

Additional factors that could materially affect the company’s operations, financial condition, and results include changes in governmental trade, banking, monetary, and fiscal policies, including policies and tariffs for the benefit of certain industries or sectors; actions by environmental, health, and safety regulatory agencies, including those related to engine emissions, carbon and other greenhouse gas emissions, and the effects of climate change; changes to GPS radio frequency bands and their permitted uses; speed of research and development; effectiveness of partnerships with third parties; the dealer channel’s ability to support and service precision technology solutions; changes to accounting standards; changes to and compliance with economic sanctions and export controls laws and regulations (including those in place for Russia); and compliance with evolving U.S. and foreign laws when expanding to new markets and otherwise.

Other factors that could materially affect the company’s results and operations include security breaches, cybersecurity attacks, technology failures, and other disruptions to the information technology infrastructure of the company and its suppliers and dealers; security breaches with respect to the company’s products; the loss of or challenges to intellectual property rights; the availability and prices of strategically sourced materials, components, and whole goods; introduction of legislation that could affect the company’s business model and intellectual property, such as so-called right to repair or right to modify legislation; events that damage the company’s reputation or brand; significant investigations, claims, lawsuits, or other legal proceedings; the success or failure of new product initiatives or business strategies; changes in product preferences, sales mix, and take rates of products and life cycle solutions; gaps or limitations in rural broadband coverage, capacity, and speed needed to support technology solutions; oil and energy prices, supplies, and volatility; the availability and cost of freight; actions of competitors in the various industries in which the company competes, particularly price discounting; dealer practices, especially as to levels of new and used field inventories; changes in demand and pricing for used equipment and resulting impacts on lease residual values; the inability to deliver precision technology and agricultural solutions to customers; labor relations and contracts, including work stoppages and other disruptions; changes in the ability to attract, develop, engage, and retain qualified personnel; and the integration of acquired businesses.

Production & Precision Agriculture and Small Agriculture & Turf Operations

The company’s agricultural equipment operations are subject to a number of uncertainties, including customer profitability; consumer purchasing preferences; housing starts and supply; infrastructure investment; and consumable input costs. Additionally, these operations are subject to certain factors that affect farmers’ confidence and financial condition. These factors include demand for agricultural products; world grain stocks; soil conditions; harvest yields; prices for commodities and livestock; availability and cost of fertilizer; availability of transport for crops; the growth and sustainability of non-food uses for some crops (including ethanol and biodiesel production); real estate values; availability of technological innovations; available acreage for farming; changes in government farm programs and policies; changes in and effects of crop insurance programs; changes in environmental regulations and their impact on farming practices; animal diseases and their effects on poultry, beef, and pork consumption and prices on livestock feed demand; and crop pests and diseases.

Production and Precision Agriculture Operations

In addition to the uncertainties discussed above, the production and precision agriculture operations rely in part on hardware and software, guidance, connectivity and digital solutions, and automation and machine intelligence. Many factors contribute to the company’s production and precision agriculture sales and results, including the impact to customers’ profitability and/or sustainability outcomes.

Small Agriculture and Turf Equipment

In addition to the uncertainties discussed above, factors affecting the company’s small agriculture and turf equipment operations include spending by municipalities and golf courses.

Construction and Forestry

Factors affecting the company’s construction and forestry equipment operations include real estate and housing prices; the number of housing starts; commodity prices such as oil and gas; the levels of public and non-residential construction; and investment in infrastructure, while prices for pulp, paper, lumber, and structural panels affect sales of forestry equipment.

John Deere Financial

The liquidity and ongoing profitability of John Deere Capital Corporation and the company’s other financial services subsidiaries depend on timely access to capital to meet future cash flow requirements, and to fund operations, costs, and purchases of the company’s products. If general economic conditions deteriorate further or capital markets become more volatile, funding could be unavailable or insufficient. Additionally, customer confidence levels may result in declines in credit applications and increases in delinquencies and default rates, which could materially impact write-offs and provisions for credit losses.

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SUPPLEMENTAL CONSOLIDATING INFORMATION

The supplemental consolidating data presented on the subsequent pages is presented for informational purposes. The equipment operations represents the enterprise without financial services. The equipment operations includes the company’s production and precision agriculture operations, small agriculture and turf operations, construction and forestry operations, and other corporate assets, liabilities, revenues, and expenses not reflected within financial services. Transactions between the “equipment operations” and “financial services” have been eliminated to arrive at the consolidated financial statements.

The equipment operations and financial services participate in different industries. The equipment operations generate earnings and cash flows by manufacturing and selling equipment, service parts, and technology solutions to dealers and retail customers. Financial services finances sales and leases by dealers of new and used equipment that is largely manufactured by the company. Those earnings and cash flows generally are the difference between the finance income received from customer payments less interest expense, and depreciation on equipment subject to an operating lease. The two businesses are capitalized differently and have separate performance metrics. The supplemental consolidating data is also used by management due to these differences.

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SUPPLEMENTAL CONSOLIDATING DATA

INCOME STATEMENTS
For the Years Ended October 30, 2022, October 31, 2021, and November 1, 2020
(In millions of dollars) Unaudited
EQUIPMENTFINANCIAL
OPERATIONSSERVICESELIMINATIONSCONSOLIDATED
202220212020202220212020202220212020202220212020
Net Sales and Revenues
Net sales$47,917$39,737$31,272$47,917$39,737$31,272
Finance and interest income213133112$3,583$3,442$3,610$(431)$(279)$(272)3,3653,2963,4501​
Other income1,261941808502352257(468)(302)(247)1,2959918182, 3​
Total49,39140,81132,1924,0853,7943,867(899)(581)(519)52,57744,02435,540
Costs and Expenses
Cost of sales35,34129,11923,679(3)(3)(2)35,33829,11623,6774​
Research and development expenses1,9121,5871,6441,9121,5871,644
Selling, administrative and general expenses3,1372,8872,878735504606(9)(8)(7)3,8633,3833,4774​
Interest expense390368329799687942(127)(62)(24)1,0629931,2475​
Interest compensation to Financial Services299217248(299)(217)(248)5​
Other operating expenses3501812781,3861,4531,572(461)(291)(238)1,2751,3431,6126, 7​
Total41,42934,35929,0562,9202,6443,120(899)(581)(519)43,45036,42231,657
Income before Income Taxes7,9626,4523,1361,1651,1507479,1277,6023,883
Provision for income taxes1,7181,3868992892721832,0071,6581,082
Income after Income Taxes6,2445,0662,2378768785647,1205,9442,801
Equity in income (loss) of unconsolidated affiliates618(50)4321021(48)
Net Income6,2505,0842,1878808815667,1305,9652,753
Less: Net income (loss) attributable to noncontrolling interests(1)22(1)22
Net Income Attributable to Deere & Company$6,251$5,082$2,185$880$881$566$7,131$5,963$2,751

1 Elimination of financial services’ interest income earned from equipment operations.

2 Elimination of equipment operations’ margin from inventory transferred to equipment on operating leases (see Note 6).

3 Elimination of financial services’ income related to intercompany guarantees of investments in certain international markets.

4 Elimination of intercompany service fees.

5 Elimination of equipment operations’ interest expense to financial services.

6 Elimination of financial services’ lease depreciation expense related to inventory transferred to equipment on operating leases.

7 Elimination of equipment operations’ expense related to intercompany guarantees of investments in certain international markets.

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SUPPLEMENTAL CONSOLIDATING DATA (continued)

CONDENSED BALANCE SHEETS
As of October 30, 2022 and October 31, 2021
(In millions of dollars) Unaudited
EQUIPMENTFINANCIAL
OPERATIONSSERVICESELIMINATIONSCONSOLIDATED
20222021202220212022202120222021
ASSETS
Cash and cash equivalents$3,767$7,188$1,007$829$4,774$8,017
Marketable securities613673725734728
Receivables from Financial Services6,5695,564$(6,569)$(5,564)8​
Trade accounts and notes receivable - net1,2731,1556,4343,895(1,297)(842)6,4104,2089​
Financing receivables - net477336,58733,72636,63433,799
Financing receivables securitized - net105,9364,6495,9364,659
Other receivables1,6701,629832159(10)(23)2,4921,7659​
Equipment on operating leases - net6,6236,9886,6236,988
Inventories8,4956,7818,4956,781
Property and equipment - net6,0215,78335376,0565,820
Goodwill3,6873,2913,6873,291
Other intangible assets - net1,2181,2751,2181,275
Retirement benefits3,6663,5396664(2)(2)3,7303,60110​
Deferred income taxes9401,2154553(161)(231)8241,03711​
Other assets1,7941,646626499(3)2,4172,145
Total Assets$39,208$39,152$58,864$51,624$(8,042)$(6,662)$90,030$84,114
LIABILITIES AND STOCKHOLDERS’ EQUITY
LIABILITIES
Short-term borrowings$1,040$1,509$11,552$9,410$12,592$10,919
Short-term securitization borrowings105,7114,5955,7114,605
Payables to Equipment Operations6,5695,564$(6,569)$(5,564)8​
Accounts payable and accrued expenses12,96211,1983,1702,015(1,310)(865)14,82212,3489​
Deferred income taxes380438276369(161)(231)49557611​
Long-term borrowings7,9178,91525,67923,97333,59632,888
Retirement benefits and other liabilities2,3514,239108107(2)(2)2,4574,34410​
Total liabilities24,65026,30953,06546,033(8,042)(6,662)69,67365,680
Commitments and contingencies (Note 20)
Redeemable noncontrolling interest (Note 3)9292
STOCKHOLDERS’ EQUITY
Total Deere & Company stockholders’ equity20,26218,4315,7995,591(5,799)(5,591)20,26218,43112​
Noncontrolling interests3333
Financial Services' equity(5,799)(5,591)5,7995,59112​
Adjusted total stockholders' equity14,46612,8435,7995,59120,26518,434
Total Liabilities and Stockholders’ Equity$39,208$39,152$58,864$51,624$(8,042)$(6,662)$90,030$84,114

8 Elimination of receivables / payables between equipment operations and financial services.

9 Primarily reclassification of sales incentive accruals on receivables sold to financial services.

10 Reclassification of net pension assets / liabilities.

11 Reclassification of deferred tax assets / liabilities in the same taxing jurisdictions.

12 Elimination of financial services’ equity.

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SUPPLEMENTAL CONSOLIDATING DATA (continued)

STATEMENTS OF CASH FLOWS
For the Years Ended October 30, 2022, October 31, 2021, and November 1, 2020
(In millions of dollars) Unaudited
EQUIPMENTFINANCIAL
OPERATIONSSERVICESELIMINATIONSCONSOLIDATED
202220212020202220212020202220212020202220212020
Cash Flows from Operating Activities
Net income$6,250$5,084$2,187$880$881$566$7,130$5,965$2,753
Adjustments to reconcile net income to net cash provided by operating activities:
Provision (credit) for credit losses375189(13)105192(6)110
Provision for depreciation and amortization1,0411,0431,0161,0501,1401,227$(196)$(133)$(125)1,8952,0502,11813​
Impairment charges8850162328850194
Share-based compensation expense85828185828114​
Loss on sale of businesses and unconsolidated affiliates2424
Gain on remeasurement of previously held equity investment(326)(326)
Undistributed earnings of Financial Services444555386(444)(555)(386)15​
Provision (credit) for deferred income taxes8(369)105(74)(72)(116)(66)(441)(11)
Changes in assets and liabilities:
Trade, notes, and financing receivables related to sales(189)(105)373(2,294)1,0741,636(2,483)9692,00916, 18, 19​
Inventories(1,924)(1,835)1,011(167)(662)(614)(2,091)(2,497)39717​
Accounts payable and accrued expenses1,4441,589(331)14357(1)(454)2383251,1331,884(7)18​
Accrued income taxes payable/receivable16613(14)(25)(2)22141118
Retirement benefits(1,016)30(544)1(1)7(1,015)29(537)
Other250(162)380(287)(25)13453(183)(170)16(370)34413, 14, 17​
Net cash provided by operating activities6,2395,9004,7601,8771,9651,976(3,417)(139)7474,6997,7267,483
Cash Flows from Investing Activities
Collections of receivables (excluding receivables related to sales)22,40020,52718,829(1,493)(1,568)(1,448)20,90718,95917,38116​
Proceeds from sales of equipment on operating leases2,0932,0941,7832,0932,0941,783
Cost of receivables acquired (excluding receivables related to sales)(26,903)(25,305)(21,360)6031,6521,395(26,300)(23,653)(19,965)16​
Acquisitions of businesses, net of cash acquired(498)(244)(66)(498)(244)(66)
Purchases of property and equipment(1,131)(845)(816)(3)(3)(4)(1,134)(848)(820)
Cost of equipment on operating leases acquired(2,879)(2,627)(2,666)225895830(2,654)(1,732)(1,836)17​
Decrease (increase) in trade and wholesale receivables(3,601)1,3641,9993,601(1,364)(1,999)16​
Collateral on derivatives - net5(7)(6)(647)(274)274(642)(281)268
Other(206)62(103)(81)(84)(71)30(23)110(257)(45)(64)15, 19​
Net cash used for investing activities(1,830)(1,034)(991)(9,621)(4,308)(1,216)2,966(408)(1,112)(8,485)(5,750)(3,319)
Cash Flows from Financing Activities
Increase (decrease) in total short-term borrowings13665(177)3,716753(1,183)3,852818(1,360)
Change in intercompany receivables/payables(1,633)(354)(3,207)1,6333543,207
Proceeds from long-term borrowings138114,58610,2208,7114,68510,3588,7229,271
Payments of long-term borrowings(1,356)(94)(607)(7,089)(6,996)(6,776)(8,445)(7,090)(7,383)
Proceeds from issuance of common stock6314833163148331
Repurchases of common stock(3,597)(2,538)(750)(3,597)(2,538)(750)
Dividends paid(1,313)(1,040)(956)(444)(555)(386)444555386(1,313)(1,040)(956)15​
Other(57)(61)(105)(42)(29)(7)7(8)(21)(92)(98)(133)15​
Net cash provided by (used for) financing activities(7,619)(3,863)(885)7,9942,238(460)451547365826(1,078)(980)
Effect of Exchange Rate Changes on Cash, Cash Equivalents, and Restricted Cash(209)4176(15)14(44)(224)5532
Net Increase (Decrease) in Cash, Cash Equivalents, and Restricted Cash(3,419)1,0442,960235(91)256(3,184)9533,216
Cash, Cash Equivalents, and Restricted Cash at Beginning of Year7,2006,1563,1969251,0167608,1257,1723,956
Cash, Cash Equivalents, and Restricted Cash at End of Year$3,781$7,200$6,156$1,160$925$1,016$4,941$8,125$7,172
Components of cash, cash equivalents, and restricted cash
Cash and cash equivalents$3,767$7,188$6,145$1,007$829$921$4,774$8,017$7,066
Restricted cash (Other assets)1412111539695167108106
Total cash, cash equivalents, and restricted cash$3,781$7,200$6,156$1,160$925$1,016$4,941$8,125$7,172

13 Elimination of depreciation on leases related to inventory transferred to equipment on operating leases (see Note 6).

14 Reclassification of share-based compensation expense.

15 Elimination of dividends from financial services to the equipment operations, which are included in the equipment operations operating activities, and capital investments in financial services from the equipment operations.

16 Primarily reclassification of receivables related to the sale of equipment.

17 Reclassification of direct lease agreements with retail customers.

18 Reclassification of sales incentive accruals on receivables sold to financial services

19 Elimination and reclassification of the effects of financial services partial financing of the construction and forestry retail locations sales and subsequent collection of those amounts.

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FINANCIAL INSTRUMENT MARKET RISK INFORMATION

The company is naturally exposed to various interest rate and foreign currency risks. As a result, the company enters into derivative transactions to manage certain of these exposures that arise in the normal course of business and not for the purpose of creating speculative positions or trading. The company’s financial services operations manage the relationship of the types and amounts of their funding sources to their receivable and lease portfolio in an effort to diminish risk due to interest rate and foreign currency fluctuations while responding to favorable financing opportunities. In addition, the company has interest rate exposure at certain equipment operations units for sales incentive programs. Accordingly, from time to time, these operations enter into interest rate swap agreements to manage their interest rate exposure. The company also has foreign currency exposures at some of its foreign and domestic operations related to buying, selling, and financing in currencies other than the functional currencies. The company has entered into derivative agreements related to the management of these foreign currency transaction risks.

Interest Rate Risk

Interest rates rose in 2022 and further central bank policy rate increases are projected in 2023. Rising interest rates have historically impacted the company’s borrowings sooner than the benefit is realized from the financing receivable and equipment on operating lease portfolios. As a result, the company’s financial services operations experienced spread compression in 2022. If interest rates continue to rise, the company expects to continue experiencing spread compression in 2023.

Quarterly, the company uses a combination of cash flow models to assess the sensitivity of its financial instruments with interest rate exposure to changes in market interest rates. The models calculate the effect of adjusting interest rates as follows: cash flows for financing receivables are discounted at the current prevailing rate for each receivable portfolio, cash flows for marketable securities are discounted at the applicable benchmark yield curve plus market credit spreads, cash flows for unsecured borrowings are discounted at the applicable benchmark yield curve plus market credit spreads for similarly rated borrowers, cash flows for securitized borrowings are discounted at the swap yield curve plus a market credit spread for similarly rated borrowers, and cash flows for interest rate swaps are projected and discounted using forward rates from the swap yield curve at the repricing dates. The net impact in these financial instruments’ fair values which would be caused by increasing or decreasing the interest rates by 10 percent from the market rates at October 30, 2022 and October 31, 2021 would have been approximately $50 million and $20 million, respectively.

The company continues to transition its financing, funding, and hedging portfolios from the London Interbank Offered Rate (LIBOR) to alternative reference rates. These transition activities are not expected to have a material impact on the company’s financial statements.

Foreign Currency Risk

In the equipment operations, the company’s practice is to hedge significant currency exposures. Worldwide foreign currency exposures are reviewed quarterly. Based on the anticipated and committed foreign currency cash inflows, outflows, and hedging policy for the next twelve months, the company estimates that a hypothetical 10 percent strengthening of the U.S. dollar relative to other currencies through 2023 would decrease the 2023 expected net cash inflows by approximately $125 million, with the estimated impacts by currency as follows:

(In millions of dollars)2023
Australian dollar$(100)
Brazilian real(150)
British pound(25)
Canadian dollar(25)
Euro50
Japanese yen125
Mexican peso25
All other(25)
Total increase (decrease)$(125)

At October 31, 2021, a hypothetical 10 percent strengthening of the U.S. dollar under similar assumptions and calculations indicated a potential $110 million decrease on the 2022 net cash inflows.

In the financial services operations, the company’s policy is to manage foreign currency risk through hedging strategies if the currency of the borrowings does not match the currency of the receivable portfolio. As a result, a hypothetical 10 percent adverse change in the value of the U.S. dollar relative to all other foreign currencies would not have a material effect on the financial services cash flows.

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DEERE & COMPANY

STATEMENTS OF CONSOLIDATED INCOME

For the Years Ended October 30, 2022, October 31, 2021, and November 1, 2020

(In millions of dollars and shares except per share amounts)

202220212020
Net Sales and Revenues
Net sales$47,917$39,737$31,272
Finance and interest income3,3653,2963,450
Other income1,295991818
Total52,57744,02435,540
Costs and Expenses
Cost of sales35,33829,11623,677
Research and development expenses1,9121,5871,644
Selling, administrative and general expenses3,8633,3833,477
Interest expense1,0629931,247
Other operating expenses1,2751,3431,612
Total43,45036,42231,657
Income of Consolidated Group before Income Taxes9,1277,6023,883
Provision for income taxes2,0071,6581,082
Income of Consolidated Group7,1205,9442,801
Equity in income (loss) of unconsolidated affiliates1021(48)
Net Income7,1305,9652,753
Less: Net income (loss) attributable to noncontrolling interests(1)22
Net Income Attributable to Deere & Company$7,131$5,963$2,751
Per Share Data
Basic$23.42$19.14$8.77
Diluted$23.28$18.99$8.69
Dividends declared$4.36$3.61$3.04
Dividends paid$4.28$3.32$3.04
Average Shares Outstanding
Basic304.5311.6313.5
Diluted306.3314.0316.6

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