Item 8. FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA

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Item 8. FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA

INDEX TO CONSOLIDATED FINANCIAL STATEMENTS

Page
Management’s Statement of Responsibility for Financial Statements48
Management’s Report on Internal Control Over Financial Reporting48
Report of Independent Registered Public Accounting Firm [PCAOB ID 238]49
Audited Consolidated Financial Statements
Consolidated Statements of Income for the Years Ended December 31, 2023, 2022 and 202151
Consolidated Statements of Comprehensive Income for the Years Ended December 31, 2023, 2022 and 202152
Consolidated Balance Sheets as of December 31, 2023 and 202253
Consolidated Statements of Cash Flows for the Years Ended December 31, 2023, 2022 and 202154
Consolidated Statements of Equity for the Years Ended December 31, 2023, 2022 and 202155
Notes to Consolidated Financial Statements
Note 1. Summary of Significant Accounting Policies56
Note 2. Acquisitions and Divestitures60
Note 3. Other Charges62
Note 4. Leases65
Note 5. Income Taxes66
Note 6. Earnings Per Share – Linde plc Shareholders71
Note 7. Supplemental Information71
Note 8. Property, Plant and Equipment – Net75
Note 9. Goodwill75
Note 10. Other Intangible Assets76
Note 11. Debt78
Note 12. Financial Instruments80
Note 13. Fair Value Disclosures82
Note 14. Equity and Noncontrolling Interests83
Note 15. Share-Based Compensation85
Note 16. Retirement Programs87
Note 17. Commitments and Contingencies95
Note 18. Segment Information97
Note 19. Revenue Recognition100
Note 20. Subsequent Events102

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MANAGEMENT’S STATEMENT OF RESPONSIBILITY FOR FINANCIAL STATEMENTS

Linde’s consolidated financial statements are prepared by management, which is responsible for their fairness, integrity and objectivity. The accompanying financial statements have been prepared in conformity with accounting principles generally accepted in the United States of America applied on a consistent basis, except for accounting changes as disclosed, and include amounts that are estimates and judgments. All historical financial information in this annual report is consistent with the accompanying financial statements.

Linde maintains accounting systems, including internal accounting controls, monitored by a staff of internal auditors, that are designed to provide reasonable assurance of the reliability of financial records and the protection of assets. The concept of reasonable assurance is based on recognition that the cost of a system should not exceed the related benefits. The effectiveness of those systems depends primarily upon the careful selection of financial and other managers, clear delegation of authority and assignment of accountability, inculcation of high business ethics and conflict-of-interest standards, policies and procedures for coordinating the management of corporate resources, and the leadership and commitment of top management. In compliance with Section 404 of the Sarbanes-Oxley Act of 2002, Linde assessed its internal control over financial reporting and issued a report (see below).

The Audit Committee of the Board of Directors, which consists solely of non-employee directors, is responsible for overseeing the functioning of the accounting system and related controls and the preparation of annual financial statements. The Audit Committee periodically meets with management, internal auditors and the independent registered public accounting firm to review and evaluate their accounting, auditing and financial reporting activities and responsibilities, including management’s assessment of internal control over financial reporting. The independent registered public accounting firm and internal auditors have full and free access to the Audit Committee and meet with the committee, with and without management present.

MANAGEMENT’S REPORT ON INTERNAL CONTROL OVER FINANCIAL REPORTING

Linde’s management is responsible for establishing and maintaining adequate internal control over financial reporting, as such term is defined in Exchange Act Rule 13a-15(f). Under the supervision and with the participation of management, including the company’s principal executive officer and principal financial officer, the company conducted an evaluation of the effectiveness of its internal control over financial reporting based on the framework in Internal Control – Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (often referred to as COSO). Based on this evaluation, management concluded that the company’s internal control over financial reporting was effective as of December 31, 2023.

PricewaterhouseCoopers LLP, an independent registered public accounting firm, has audited and issued their opinion on the effectiveness of the company’s internal control over financial reporting as of December 31, 2023 as stated in their report.

/s/ SANJIV LAMBA/s/ KELCEY E. HOYT
Sanjiv Lamba Chief Executive OfficerKelcey E. Hoyt Chief Accounting Officer
/s/ MATTHEW J. WHITE
Matthew J. White Chief Financial OfficerFebruary 28, 2024

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Report of Independent Registered Public Accounting Firm

To the Board of Directors and Shareholders of Linde plc

Opinions on the Financial Statements and Internal Control over Financial Reporting

We have audited the accompanying consolidated balance sheets of Linde plc and its subsidiaries (the “Company”) as of December 31, 2023 and 2022, and the related consolidated statements of income, of comprehensive income, of equity and of cash flows for each of the three years in the period ended December 31, 2023, including the related notes (collectively referred to as the “consolidated financial statements”). We also have audited the Company's internal control over financial reporting as of December 31, 2023, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).

In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position of the Company as of December 31, 2023 and 2022, and the results of its operations and its cash flows for each of the three years in the period ended December 31, 2023 in conformity with accounting principles generally accepted in the United States of America. Also in our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2023, based on criteria established in Internal Control - Integrated Framework (2013) issued by the COSO.

Basis for Opinions

The Company's management is responsible for these consolidated financial statements, for maintaining effective internal control over financial reporting, and for its assessment of the effectiveness of internal control over financial reporting, included in Management’s Report on Internal Control over Financial Reporting appearing under Item 9A. Our responsibility is to express opinions on the Company’s consolidated financial statements and on the Company's internal control over financial reporting based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board (United States) (PCAOB) and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audits to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement, whether due to error or fraud, and whether effective internal control over financial reporting was maintained in all material respects.

Our audits of the consolidated financial statements included performing procedures to assess the risks of material misstatement of the consolidated financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statements. Our audit of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audits also included performing such other procedures as we considered necessary in the circumstances. We believe that our audits provide a reasonable basis for our opinions.

Definition and Limitations of Internal Control over Financial Reporting

A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.

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Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

Critical Audit Matter

The critical audit matter communicated below is a matter arising from the current period audit of the consolidated financial statements that was communicated or required to be communicated to the audit committee and that (i) relates to accounts or disclosures that are material to the consolidated financial statements and (ii) involved our especially challenging, subjective, or complex judgments. The communication of critical audit matters does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matter below, providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.

Revenue Recognition - Estimated Costs at Completion

As described in Note 19 to the consolidated financial statements, $2,160 million of the Company’s total revenues for the year ended December 31, 2023 was generated from the sale of equipment contracts. Sales of equipment contracts are generally comprised of a single performance obligation. Revenue from the sale of equipment is generally recognized over time as the Company has an enforceable right to payment for performance completed to date and performance does not create an asset with alternative use. For contracts recognized over time, revenue is recognized primarily using a cost incurred input method. Costs incurred to date relative to total estimated costs at completion are used to measure progress toward satisfying performance obligations. Costs incurred include material, labor, and overhead costs and represent work contributing and proportionate to the transfer of control to the customer.

The principal considerations for our determination that performing procedures relating to revenue recognition - estimated costs at completion is a critical audit matter are (i) the significant judgment by management when developing the estimated costs at completion for the sale of equipment contracts; (ii) a high degree of auditor judgment, subjectivity, and effort in performing procedures and evaluating audit evidence related to the estimated costs at completion and management’s significant assumptions related to the total estimated material and labor costs; and (iii) the audit effort involved the use of professionals with specialized skill and knowledge.

Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated financial statements. These procedures included testing the effectiveness of controls relating to the revenue recognition process, including controls over developing the estimated costs at completion for the sale of equipment contracts. These procedures also included, among others, evaluating and testing management’s process for developing the estimated costs at completion for the sale of equipment contracts, which included evaluating the reasonableness of management’s significant assumptions related to the total estimated material and labor costs. Evaluating the reasonableness of management’s significant assumptions involved evaluating management’s ability to reasonably estimate costs at completion for the sale of equipment contracts on a sample basis by (i) performing a comparison of the originally estimated and actual costs incurred on similar completed equipment contracts, and (ii) evaluating the timely identification of circumstances that may warrant a modification to estimated costs at completion, including actual costs in excess of estimates. Professionals with specialized skill and knowledge were used to assist in evaluating the reasonableness of management’s estimates and significant assumptions related to the total estimated material and labor costs.

/s/ PricewaterhouseCoopers LLP

Stamford, Connecticut

February 28, 2024

We have served as the Company’s or its predecessor’s auditor since 1992.

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CONSOLIDATED STATEMENTS OF INCOME

LINDE PLC AND SUBSIDIARIES

(Dollar amounts in millions, except per share data)

Year Ended December 31,202320222021
Sales$32,854$33,364$30,793
Cost of sales, exclusive of depreciation and amortization17,49219,45017,543
Selling, general and administrative3,2953,1073,189
Depreciation and amortization3,8164,2044,635
Research and development146143143
Other charges401,029273
Other income (expenses) – net(41)(62)(26)
Operating Profit8,0245,3694,984
Interest expense – net2006377
Net pension and OPEB cost (benefit), excluding service cost(164)(237)(192)
Income Before Income Taxes and Equity Investments7,9885,5435,099
Income taxes1,8141,4341,262
Income From Continuing Operations Before Equity Investments6,1744,1093,837
Income from equity investments167172119
Income From Continuing Operations (Including Noncontrolling Interests)6,3414,2813,956
Income from discontinued operations, net of tax——5
Net Income (Including Noncontrolling Interests)6,3414,2813,961
Less: noncontrolling interests from continuing operations(142)(134)(135)
Net Income – Linde plc$6,199$4,147$3,826
Net Income – Linde plc
Income from continuing operations$6,199$4,147$3,821
Income from discontinued operations$—$—$5
Per Share Data – Linde plc Shareholders
Basic earnings per share from continuing operations$12.70$8.30$7.39
Basic earnings per share from discontinued operations——0.01
Basic earnings per share$12.70$8.30$7.40
Diluted earnings per share from continuing operations$12.59$8.23$7.32
Diluted earnings per share from discontinued operations——0.01
Diluted earnings per share$12.59$8.23$7.33
Weighted Average Shares Outstanding (000’s):
Basic shares outstanding488,191499,736516,896
Diluted shares outstanding492,290504,038521,875

The accompanying Notes are an integral part of these financial statements.

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CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME

LINDE PLC AND SUBSIDIARIES

(Dollar amounts in millions)

Year Ended December 31,202320222021
NET INCOME (INCLUDING NONCONTROLLING INTERESTS)$6,341$4,281$3,961
OTHER COMPREHENSIVE INCOME (LOSS)
Translation adjustments:
Foreign currency translation adjustments399(1,725)(1,116)
Reclassifications to net income—(110)(52)
Income taxes1—(7)
Translation adjustments400(1,835)(1,175)
Funded status - retirement obligations (Note 16):
Retirement program remeasurements(480)1,349826
Reclassifications to net income(14)80175
Income taxes114(359)(255)
Funded status - retirement obligations(380)1,070746
Derivative instruments (Note 12):
Current year unrealized gain (loss)(80)107140
Reclassifications to net income13(129)(49)
Income taxes129(20)
Derivative instruments(55)(13)71
TOTAL OTHER COMPREHENSIVE INCOME (LOSS)(35)(778)(358)
COMPREHENSIVE INCOME (INCLUDING NONCONTROLLING INTERESTS)6,3063,5033,603
Less: noncontrolling interests(130)(90)(135)
COMPREHENSIVE INCOME - LINDE PLC$6,176$3,413$3,468

The accompanying Notes are an integral part of these financial statements.

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CONSOLIDATED BALANCE SHEETS

LINDE PLC AND SUBSIDIARIES

(Dollar amounts in millions)

December 31,20232022
Assets
Cash and cash equivalents$4,664$5,436
Accounts receivable – net4,7184,559
Contract assets196124
Inventories2,1151,978
Prepaid and other current assets927950
Total Current Assets12,62013,047
Property, plant and equipment – net24,55223,548
Equity investments2,1902,350
Goodwill26,75125,817
Other intangible assets – net12,39912,420
Other long-term assets2,2992,476
Total Assets$80,811$79,658
Liabilities and Equity
Accounts payable$3,020$2,995
Short-term debt4,7134,117
Current portion of long-term debt1,2631,599
Contract liabilities1,9013,073
Accrued taxes664613
Other current liabilities4,1564,082
Total Current Liabilities15,71716,479
Long-term debt13,39712,198
Other long-term liabilities3,8042,795
Deferred credits6,7986,799
Total Liabilities39,71638,271
Commitments and contingencies (Note 17)
Redeemable noncontrolling interests1313
Linde plc Shareholders’ Equity:
Ordinary shares (€0.001 par value, authorized 1,750,000,000 shares, 2023 issued: 490,766,972 ordinary shares; 2022 issued: 552,012,862 ordinary shares)11
Additional paid-in capital39,81240,005
Retained earnings8,84520,541
Accumulated other comprehensive income (loss)(5,805)(5,782)
Less: Treasury shares, at cost (2023 – 8,321,827 shares and 2022 – 59,555,235 shares)(3,133)(14,737)
Total Linde plc Shareholders’ Equity39,72040,028
Noncontrolling interests1,3621,346
Total Equity41,08241,374
Total Liabilities and Equity$80,811$79,658

The accompanying Notes are an integral part of these financial statements.

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CONSOLIDATED STATEMENTS OF CASH FLOWS

LINDE PLC AND SUBSIDIARIES

(Millions of dollars)

Year Ended December 31,202320222021
Increase (Decrease) in Cash and Cash Equivalents
Operations
Net income – Linde plc$6,199$4,147$3,826
Less: income from discontinued operations, net of tax and noncontrolling interests——(5)
Add: Noncontrolling interests from continuing operations142134135
Income from continuing operations (including noncontrolling interests)$6,341$4,281$3,956
Adjustments to reconcile net income to net cash provided by operating activities:
Other charges, net of payments(118)90298
Depreciation and amortization3,8164,2044,635
Deferred income taxes(84)(383)(254)
Share-based compensation141107128
Non-cash charges and other43(49)(19)
Working capital
Accounts receivable(86)(423)(553)
Contract assets and liabilities, net(168)3101,307
Inventory(127)(347)(129)
Prepaid and other current assets66(157)76
Payables and accruals(168)307447
Pension contributions(46)(51)(42)
Long-term assets, liabilities and other(305)16375
Net cash provided by operating activities9,3058,8649,725
Investing
Capital expenditures(3,787)(3,173)(3,086)
Acquisitions, net of cash acquired(953)(110)(88)
Divestitures and asset sales, net of cash divested70195167
Net cash used for investing activities(4,670)(3,088)(3,007)
Financing
Short-term debt borrowings (repayments) – net5543,050(1,329)
Long-term debt borrowings2,1883,2102,283
Long-term debt repayments(1,682)(1,785)(1,468)
Issuances of ordinary shares333650
Purchases of ordinary shares(3,958)(5,168)(4,612)
Cash dividends – Linde plc shareholders(2,482)(2,344)(2,189)
Noncontrolling interest transactions and other(53)(88)(323)
Net cash used for financing activities(5,400)(3,089)(7,588)
Effect of exchange rate changes on cash and cash equivalents(7)(74)(61)
Change in cash and cash equivalents(772)2,613(931)
Cash and cash equivalents, beginning-of-period5,4362,8233,754
Cash and cash equivalents, end-of-period$4,664$5,436$2,823
Supplemental Data
Income taxes paid$1,955$1,735$1,710
Interest paid, net of capitalized interest (Note 7)$451$170$233

The accompanying Notes are an integral part of these financial statements.

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CONSOLIDATED STATEMENTS OF EQUITY

LINDE PLC AND SUBSIDIARIES

(Dollar amounts in millions, except per share data, shares in thousands)

Linde plc Shareholders’ Equity
Ordinary sharesAdditional Paid-in CapitalRetained EarningsAccumulated Other Comprehensive Income (Loss) (Note 7)Treasury StockLinde plc Shareholders’ EquityNoncontrolling InterestsTotal Equity
ActivitySharesAmountsSharesAmounts
Balance, December 31, 2020552,013$1$40,202$17,178$(4,690)28,718$(5,374)$47,317$2,252$49,569
Net Income available for Linde plc shareholders3,8263,8261353,961
Other comprehensive income (loss)(358)(358)—(358)
Noncontrolling interests:
Dividends and other capital reductions—(118)(118)
Additions (Reductions)—(876)(876)
Dividends ($4.24 per ordinary share)(2,189)(2,189)(2,189)
Issuances of ordinary shares:
For employee savings and incentive plans(150)(105)(1,026)209(46)(46)
Purchases of ordinary shares15,640(4,643)(4,643)(4,643)
Share-based compensation128128128
Balance, December 31, 2021552,013$1$40,180$18,710$(5,048)43,332$(9,808)$44,035$1,393$45,428
Net Income available for Linde plc shareholders4,1474,1471344,281
Other comprehensive income (loss)(734)(734)(44)(778)
Noncontrolling interests:
Dividends and other capital reductions—(81)(81)
Additions (Reductions) - (Note 14)—(56)(56)
Dividends ($4.68 per ordinary share)(2,344)(2,344)(2,344)
Issuances of ordinary shares:
For employee savings and incentive plans(282)28(811)198(56)(56)
Purchases of ordinary shares17,034(5,127)(5,127)(5,127)
Share-based compensation107107107
Balance, December 31, 2022552,013$1$40,005$20,541$(5,782)59,555$(14,737)$40,028$1,346$41,374
Net Income available for Linde plc shareholders6,1996,1991426,341
Other comprehensive income (loss)(23)(23)(12)(35)
Noncontrolling interests:
Dividends and other capital reductions—(113)(113)
Additions (Reductions)(12)(12)(1)(13)
Dividends ($5.10 per common share)(2,482)(2,482)(2,482)
Issuances of ordinary shares:
For employee savings and incentive plans(322)(113)(924)307(128)(128)
Purchases of ordinary shares10,937(4,003)(4,003)(4,003)
Share-based compensation141141141
Intercompany reorganization (Note 14)(61,246)(15,300)(61,246)15,300—
Balance, December 31, 2023490,767$1$39,812$8,845$(5,805)8,322$(3,133)$39,720$1,362$41,082

The accompanying Notes are an integral part of these financial statements.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

LINDE PLC AND SUBSIDIARIES

NOTE 1. SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES

Linde plc ("Linde" or "the company") is an incorporated public limited company formed under the laws of Ireland. Linde’s registered office is located at Ten Earlsfort Terrace, Dublin 2, D02 T380 Ireland. Linde’s principal executive offices are located at Forge, 43 Church Street West, Woking, Surrey GU21 6HT, United Kingdom and 10 Riverview Drive, Danbury, Connecticut, United States 06810. Linde trades on the Nasdaq under the symbol LIN.

On January 18, 2023, shareholders approved the company’s proposal for an intercompany reorganization that resulted in the delisting of its ordinary shares from the Frankfurt Stock Exchange, on March 1, 2023, after the completion of legal and regulatory approvals.

In connection with the closing of the intercompany reorganization on March 1, 2023, Linde shareholders automatically received one share of the new holding company in exchange for each share of Linde plc that was previously owned. The new holding company is also named “Linde plc” and trades under the existing ticker LIN.

Principles of Consolidation – The consolidated financial statements were prepared in conformity with accounting principles generally accepted in the United States of America ("U.S. GAAP") and include the accounts of all significant subsidiaries where control exists and, in limited situations, variable-interest entities where the company is the primary beneficiary. Intercompany transactions and balances are eliminated in consolidation and any significant related-party transactions have been disclosed.

Equity investments generally consist of 20% to 50% owned operations where the company exercises significant influence, but does not have control. Income from equity investments in corporations is reported on an after-tax basis. Pre-tax income from equity investments that are partnerships or limited-liability corporations is included in other income (expenses) – net with related taxes included in Income taxes. Equity investments are reviewed for impairment whenever events or circumstances reflect that an impairment loss may have been incurred.

Changes in ownership interest that result either in consolidation or deconsolidation of an investment are recorded at fair value through earnings, including the retained ownership interest, while changes that do not result in either consolidation or deconsolidation of a subsidiary are treated as equity transactions.

Use of Estimates – The preparation of financial statements in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities at the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. While actual results could differ, management believes such estimates to be reasonable.

Operations – Linde is the largest industrial gases company globally. The company produces, sells and distributes atmospheric, process and specialty gases to a diverse group of industries including aerospace, chemicals, food and beverage, electronics, energy, healthcare, manufacturing, and metals. Linde’s Engineering business offers its customers an extensive range of gas production and processing services including supplying plant components and services directly to customers.

Revenue Recognition – Revenue is recognized as control of goods or services are transferred to customers in an amount that reflects the consideration to which the company expects to be entitled to receive in exchange for the goods or services. See Note 19 for additional details regarding Linde's revenue recognition policies.

Cash Equivalents – Cash equivalents are considered to be highly liquid securities with original maturities of three months or less.

Inventories – Inventories are stated at the lower of cost or net realizable value. Cost is determined using the average-cost method.

Property, Plant and Equipment – Net – Property, plant and equipment are carried at cost, net of accumulated depreciation. The company capitalizes labor, applicable overhead and interest as part of the cost of constructing major facilities. Expenditures for additions and improvements that extend the lives or increase the capacity of plant assets are also capitalized. Depreciation is calculated on the straight-line method based on the estimated useful lives of the assets, which range from 3 years to 40 years (see Note 8). Linde uses accelerated depreciation methods for tax purposes where appropriate. Maintenance of property, plant and equipment is generally expensed as incurred.

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The company performs a test for impairment whenever events or changes in circumstances indicate that the carrying amount of an individual asset or asset group may not be recoverable. Should projected undiscounted future cash flows be less than the carrying amount of the asset or asset group, an impairment charge reducing the carrying amount to fair value may be required. Fair value is determined based on the most appropriate valuation technique, including discounted cash flows.

Asset-Retirement Obligations – An asset-retirement obligation is recognized in the period in which sufficient information exists to determine the fair value of the liability with a corresponding increase to the carrying amount of the related property, plant and equipment which is then depreciated over its useful life. The liability is initially measured at fair value and then accretion expense is recorded in each subsequent period. The company’s asset-retirement obligations are primarily associated with its on-site long-term supply arrangements where the company has built a facility on land leased from the customer and is obligated to remove the facility at the end of the contract term. The company's asset-retirement obligations are not material to its consolidated financial statements.

Foreign Currency Translation – For most foreign operations, the local currency is the functional currency and translation gains and losses are reported as part of the accumulated other comprehensive income (loss) component of equity as a cumulative translation adjustment (see Note 7).

Financial Instruments – Linde enters into various derivative financial instruments to manage its exposure to fluctuating interest rates, currency exchange rates, commodity pricing and energy costs. Such instruments primarily include interest-rate swap and treasury rate lock agreements; currency-swap agreements; forward contracts; currency options; and commodity-swap agreements. These instruments are not entered into for trading purposes. Linde only uses commonly traded and non-leveraged instruments.

There are three types of derivatives the company enters into: (i) those relating to fair-value exposures, (ii) those relating to cash-flow exposures, and (iii) those relating to foreign currency net investment exposures. Fair-value exposures relate to recognized assets or liabilities, and firm commitments; cash-flow exposures relate to the variability of future cash flows associated with recognized assets or liabilities, or forecasted transactions; and net investment exposures relate to the impact of foreign currency exchange rate changes on the carrying value of net assets denominated in foreign currencies.

When a derivative is executed and hedge accounting is appropriate, it is designated as either a fair-value hedge, cash-flow hedge, or a net investment hedge. Currently, Linde designates all interest-rate and treasury rate locks as hedges for accounting purposes; however, currency contracts are generally not designated as hedges for accounting purposes unless they are related to forecasted transactions. Whether designated as hedges for accounting purposes or not, all derivatives are linked to an appropriate underlying exposure. On an ongoing basis, the company assesses the hedge effectiveness of all derivatives designated as hedges for accounting purposes to determine if they continue to be highly effective in offsetting changes in fair values or cash flows of the underlying hedged items. If it is determined that the hedge is not highly effective, then hedge accounting will be discontinued prospectively.

Changes in the fair value of derivatives designated as fair-value hedges are recognized in earnings as an offset to the change in the fair values of the underlying exposures being hedged. The changes in fair value of derivatives that are designated as cash-flow hedges are deferred in accumulated other comprehensive income (loss) and are reclassified to earnings as the underlying hedged transaction affects earnings. Provided the hedge remains highly effective, any ineffectiveness is deferred in accumulated other comprehensive income (loss) and is reclassified to earnings as the underlying hedged transaction affects earnings. Hedges of net investments in foreign subsidiaries are recognized in the cumulative translation adjustment component of accumulated other comprehensive income (loss) on the consolidated balance sheets to offset translation gains and losses associated with the hedged net investment. Derivatives that are entered into for risk-management purposes and are not designated as hedges (primarily related to currency derivatives other than for firm commitments) are recorded at their fair market values and recognized in current earnings.

See Note 12 for additional information relating to financial instruments.

Goodwill – Acquisitions are accounted for using the acquisition method which requires allocation of the purchase price to assets acquired and liabilities assumed based on estimated fair values. Any excess of the purchase price over the fair value of the assets and liabilities acquired is recorded as goodwill. Allocations of the purchase price are based on preliminary estimates and assumptions at the date of acquisition and are subject to revision based on final information received, including appraisals and other analyses which support underlying estimates.

The company performs a goodwill impairment test annually as of October 1 or more frequently if events or circumstances indicate that an impairment loss may have been incurred. The impairment test allows an entity to first assess qualitative factors to determine if it is more likely than not that the fair value of a reporting unit is less than carrying value. If it is determined that it is more likely than not that the fair value of a reporting unit is less than carrying value then the

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company will estimate and compare the fair value of its reporting units to their carrying value, including goodwill. Reporting units are determined based on one level below the operating segment level. The qualitative analysis of goodwill for the year ended December 31, 2023 showed the fair value of the reporting units substantially exceeded the carrying value, as such further analysis was not performed.

See Note 9 for additional information relating to goodwill.

Other Intangible Assets – Other intangible assets, primarily customer relationships, are amortized over the estimated period of benefit. The determination of the estimated period of benefit will be dependent upon the use and underlying characteristics of the intangible asset. Linde evaluates the recoverability of its intangible assets subject to amortization when facts and circumstances indicate that the carrying value of the asset may not be recoverable. If the carrying value is not recoverable, impairment is measured as the amount by which the carrying value exceeds its estimated fair value. Fair value is generally estimated based on either appraised value or other valuation techniques. Indefinite lived intangible assets related to the Linde brand are evaluated for impairment on an annual basis or more frequently if events or circumstances indicate an impairment loss may have occurred.

See Note 10 for additional information relating to other intangible assets.

Income Taxes – Deferred income taxes are recorded for the temporary differences between the financial statement and tax bases of assets and liabilities using currently enacted tax rates. Valuation allowances are established against deferred tax assets whenever circumstances indicate that it is more likely than not that such assets will not be realized in future periods.

Under the guidance for accounting for uncertainty in income taxes, the company can recognize the benefit of an income tax position only if it is more likely than not (greater than 50%) that the tax position will be sustained upon tax examination, based solely on the technical merits of the tax position. Otherwise, no benefit can be recognized. The tax benefits recognized are measured based on the largest benefit that has a greater than 50% likelihood of being realized upon ultimate settlement. Additionally, the company accrues interest and related penalties, if applicable, on all tax exposures for which reserves have been established consistent with jurisdictional tax laws. Interest and penalties are classified as income tax expense in the financial statements.

See Note 5 for additional information relating to income taxes.

Retirement Benefits – Most Linde employees participate in a form of defined benefit or contribution retirement plan, and additionally certain employees are eligible to participate in various post-employment health care and life insurance benefit plans. The cost of contribution plans is recognized in the year earned while the cost of other plans is recognized over the employees’ expected service period to the company, all in accordance with the applicable accounting standards. The funded status of the plans is recorded as an asset or liability in the consolidated balance sheets. Funding of retirement benefits varies and is in accordance with local laws and practices.

See Note 16 for additional information relating to retirement programs.

Share-based Compensation*–* The company has historically granted share-based awards which consist of stock options, restricted stock and performance-based stock. Share-based compensation expense is generally recognized on a straight-line basis over the stated vesting period. For stock awards granted to full-retirement-eligible employees, compensation expense is recognized over the period from the grant date to the date retirement eligibility is achieved. For performance-based awards, compensation expense is recognized only if it is probable that the performance condition will be achieved.

See Note 15 for additional disclosures relating to share-based compensation.

Reclassifications – Certain prior years’ amounts have been reclassified to conform to the current year’s presentation.

Recently Issued Accounting Standards

Accounting Standards Implemented in 2023

There were no new accounting pronouncements implemented in 2023 that would materially impact the 2023 financial statements.

Accounting Standards to be Implemented

Improvements to Reportable Segments Disclosures - In November 2023, the FASB issued guidance requiring enhanced disclosure related to reportable segments. The new standard is effective for fiscal years beginning after December 15, 2023, and interim periods within fiscal years beginning after December 15, 2024, with early adoption permitted. The

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adoption of this standard will only impact disclosures within the company's consolidated financial statements and the company is evaluating the impact this guidance will have on those disclosures.

Improvements to Income Tax Disclosures - In December 2023, the FASB issued guidance requiring enhanced disclosure related to income taxes. The standard requires additional or modified disclosures related to the income tax rate reconciliation, disaggregation of income taxes paid, and several other disclosures. The new standard is effective for fiscal years beginning after December 15, 2024, with early adoption permitted. The adoption of this standard will only impact disclosures within the company's consolidated financial statements and the company is evaluating the impact this guidance will have on those disclosures.

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NOTE 2. Acquisitions and Divestitures

Acquisitions

Acquisitions were $953 million, $110 million and $88 million for the years ended December 31, 2023, 2022 and 2021, respectively. Acquisitions in 2023 primarily related to the Americas. Acquisitions in 2022 and 2021 primarily related to the Americas and EMEA.

Acquisition of nexAir, LLC

On January 5, 2023, Linde completed the acquisition of nexAir, LLC, a gas distribution and welding supply company in the United States, in order to further expand the company’s geographic footprint into different regions. Prior to completion of the acquisition, Linde held a 23% interest in nexAir, LLC. Pursuant to a signed purchase agreement between Linde and nexAir, LLC, Linde purchased the remaining 77% ownership interest in an all cash transaction with a total purchase price of $866 million, or $811 million net of cash acquired. The fair value of Linde’s equity interest in nexAir, LLC immediately preceding the acquisition date was $183 million, which resulted in a gain on remeasurement of the company’s previously held equity interest which was not material; this gain is recorded within “Other income (expenses) – net” on the consolidated statements of income.

Final Allocation of Purchase Price

The acquisition of nexAir, LLC was accounted for as a business combination. Following the acquisition date, 100% of nexAir, LLC's results were consolidated in the Americas business segment. Linde's twelve months ended December 31, 2023 consolidated income statement includes sales of $408 million related to nexAir, LLC. Pro forma results for 2022 have not been included as the impact of the acquisition is not material to the consolidated statements of income.

The company estimated the preliminary fair value of net assets acquired based on information currently available at the time of the acquisition and has continued to adjust those estimates as additional information has become available. Measurement period adjustments totaled approximately $27 million, and related to working capital adjustments and deferred taxes. The following table summarizes the fair value of identifiable assets acquired and liabilities assumed in the acquisition of nexAir, LLC as of the acquisition date.

(Millions of dollars)January 5, 2023
Assets:
Cash and cash equivalents$55
Other current assets - net49
Property, plant and equipment, net241
Other intangible assets - net245
Other long-term liabilities - net(1)
Deferred taxes(25)
Total identifiable net assets$564
Goodwill$485
Fair value of previously held equity interest$183
Total purchase price$866

nexAir, LLC’s assets and liabilities were measured at estimated fair values at January 5, 2023. Estimates of fair value represent management's best estimate of assumptions about future events and uncertainties, including significant judgments related to future cash flows (sales, costs, customer attrition rates, and contributory asset charges), discount rates, competitive trends, and market comparables. Inputs used were generally obtained from historical data supplemented by current and anticipated market conditions and growth rates.

The fair value of the previously held equity interest was based upon a purchase price valuation (excluding debt) multiplied by the company’s previously held ownership interest adjusted by a discount for lack of marketability. The fair value of property, plant & equipment, net is based on assumptions that market participants would use in pricing an asset, based on the most advantageous market for the asset (i.e., its highest and best use). The cost approach, adjusted for the age and condition of the property, plant and equipment, was used to estimate fair value.

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Identifiable intangible assets primarily consist of customer relationships of approximately $245 million that will be amortized over their estimated useful life of 20 years. The fair value of the customer relationships intangible asset was valued using a multi-period excess earnings method, a form of the income approach, which incorporates the estimated future cash flows to be generated from nexAir, LLC's existing customer base. There were no indefinite-lived intangible assets identified in conjunction with the acquisition.

The excess of the consideration for the acquisition over the preliminary fair value of net assets acquired was recorded as goodwill. The acquisition resulted in $485 million of goodwill, the majority of which is expected to be deductible for tax purposes. The goodwill balance is primarily attributable to the assembled workforce and operating synergies expected to result from the acquisition. The goodwill recorded as a result of the acquisition was allocated to the Americas reportable segment, which represents the reportable segment anticipated to experience operating synergies as a result of the acquisition.

Divestitures

Sale of GIST business

In the third quarter of 2022, the company completed the sale of its GIST business. Proceeds from the sale were $184 million, net of cash divested of $75 million, for net proceeds of $109 million. The sale resulted in a loss of $21 million (benefit of $3 million, after tax), recorded within the other charges in the consolidated statement of income (see Note 3).

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NOTE 3. Other Charges

2023 Charges

Other charges were $40 million for the year ended December 31, 2023. Costs primarily related to severance in the Engineering segment and expenses incurred due to the intercompany reorganization for the year ended December 31, 2023. Other charges for 2023 included an income tax benefit of $81 million primarily comprised of a benefit of $124 million related to the resolution of an income tax audit, partially offset by an accrual of $85 million for the potential settlement of an international income tax matter, both recorded in the first quarter.

2022 Charges

Other charges were $1 billion ($896 million, after tax and noncontrolling interests) for the year ended December 31, 2022, largely attributable to the Russia-Ukraine conflict.

Russia-Ukraine Conflict

In response to the Russian invasion of Ukraine, multiple jurisdictions, including Europe and the U.S., have imposed several tranches of economic sanctions on Russia. As a result, Linde reassessed its ability to control its Russian subsidiaries and determined that as of June 30, 2022 it can no longer exercise control over these entities. As such, Linde deconsolidated its Russian gas and engineering business entities as of June 30, 2022. The deconsolidation of the company's Russian gas and engineering business entities resulted in a loss of $787 million ($730 million after tax).

The fair value of Linde’s Russian subsidiaries was determined using a probability weighted discounted cash flow model, which resulted in the recognition of a $407 million loss on deconsolidation when compared to the carrying value of the entities. This loss is recorded within Other charges in the consolidated statements of income.

Upon deconsolidation an investment was recorded, which represents the fair value of net assets. The company did not receive any consideration, cash or otherwise, as part of the deconsolidation. Linde will maintain its interest in its Russian subsidiaries and will continue to comply with sanctions and government restrictions. The investment will be monitored for impairment in future periods.

Receivables, primarily loans receivable, with newly deconsolidated entities were reassessed for collectability resulting in a write-off of approximately $380 million.

Other Russia related charges

Other charges related specifically to the Russia-Ukraine conflict were $103 million ($73 million after tax) for the year ended December 31, 2022, and are primarily comprised of impairments of assets which are maintained by international entities in support of the Russian business.

Merger-Related Costs and Other Charges

Merger-related costs and other charges were $139 million ($93 million, after tax) for the year ended December 31, 2022, primarily related to severance actions within the Engineering segment recorded during the fourth quarter, the impairment of an equity method investment in the EMEA segment, and the sale of the GIST business completed on September 30, 2022 (see Note 2).

The following table provides a summary of the pre-tax charges by reportable segment for the year ended December 31, 2022:

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Year Ended December 31, 2022
(millions of dollars)Russia deconsolidation chargesOther Russia related chargesTotal Russia chargesMerger-related costs and other chargesTotal
Americas$—$—$—$4$4
EMEA733(7)72625751
APAC———2828
Engineering5411016441205
Other———4141
Total$787$103$890$139$1,029

2021 Charges

Other charges were $273 million ($279 million after tax) for the year ended December 31, 2021.

Total cost reduction program related charges were $338 million ($253 million after tax), for the year ended December 31, 2021. These expenses consisted primarily of severance charges of $259 million and other charges of $79 million for the year ended December 31, 2021. Other charges related primarily to the execution of the company's synergistic actions including location consolidations and business rationalization projects, process harmonization, and associated non-recurring costs.

Merger-related and other charges were benefits of $65 million (benefit of $26 million, after tax) for the year ended December 31, 2021. The 2021 pre-tax benefit was primarily due to a $52 million gain triggered by a joint venture deconsolidation in the APAC segment.

The following table provides a summary of the pre-tax charges by reportable segment for the year ended December 31, 2021:

Year Ended December 31, 2021
(millions of dollars)Severance costsOther cost reduction chargesTotal cost reduction program related chargesMerger related and other chargesTotal
Americas$4$2$6$(6)$—
EMEA204332371238
APAC161228(50)(22)
Engineering20626—26
Other152641(10)31
Total$259$79$338$(65)$273

Cash Requirements

The total cash requirements of the other charges incurred for the year ended December 31, 2023 are expected to be immaterial. Remaining cash requirements are expected to be paid primarily through 2024. Other charges, net of payments in the consolidated statements of cash flows for the twelve months ended December 31, 2023 and 2022 also reflect the impact of cash payments of liabilities, including merger-related tax liabilities, accrued as of December 31, 2022 and 2021, respectively.

The following table summarizes the activities related to the company's cost reduction programs and other charges during 2022 and 2023:

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(millions of dollars)Total Russia chargesSeverance costsOther cost reduction chargesTotal cost reduction program related chargesMerger related and other chargesTotal
Balance, December 31, 2021$—$384$38$422$31$453
2022 Russia-Ukraine conflict and other charges890412465741,029
Less: Cash payments—(122)(24)(146)19(127)
Less: Non-cash charges(890)—(7)(7)(109)(1,006)
Foreign currency translation and other—(22)(4)(26)(3)(29)
Balance, December 31, 2022$—$281$27$308$12$320
2023 Other Charges—26—261440
Less: Cash payments—(134)(1)(135)(23)(158)
Less: Non-cash charges————1212
Foreign currency translation and other—(1)—(1)1—
Balance, December 31, 2023$—$172$26$198$16$214

Classification in the consolidated financial statements

The pre-tax charges for each year are shown within operating profit in a separate line item on the consolidated statements of income. In the consolidated balance sheets, reductions in assets are recorded against the carrying value of the related assets and unpaid amounts are recorded as other current or long-term liabilities (see Note 7). On the consolidated statements of cash flows, the pre-tax impact of these charges, net of cash payments, is shown as an adjustment to reconcile net income to net cash provided by operating activities. In Note 18 Segment Information, Linde excluded these charges from its management definition of segment operating profit; a reconciliation of segment operating profit to consolidated operating profit is shown within the segment operating profit table.

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NOTE 4. LEASES

In the normal course of its business, Linde enters into various leases as the lessee, primarily involving manufacturing and distribution equipment and office space. Linde determines whether a contract is or contains a lease at contract inception. Total lease and rental expenses related to operating lease right of use assets for the twelve months ended December 31, 2023 and 2022 was $284 million. Operating lease costs are included in selling, general and administrative expenses and cost of sales, exclusive of depreciation and amortization. The related assets and obligations are included in other long-term assets and other current liabilities and other long-term liabilities, respectively. Total lease and rental expenses related to finance lease right of use assets for the twelve months ended December 31, 2023 and 2022 were $58 million and $57 million, respectively, and the costs are included in depreciation and amortization and interest. Related assets and obligations are included in other long-term assets and other current liabilities and other long-term liabilities, respectively**.** Linde includes renewal options that are reasonably certain to be exercised as part of the lease term. Operating and financing lease expenses above include short term and variable lease costs which are immaterial.

As most leases do not provide an implicit rate, Linde uses the applicable incremental borrowing rate at lease commencement to measure lease liabilities and right-of-use assets. Linde determines incremental borrowing rates through market sources.

The company has elected to apply the short-term lease exception for all underlying asset classes. Short-term leases are leases that, at the commencement date, have a lease term of twelve months or less and do not include a purchase option that the lessee is reasonably certain to exercise. Leases that meet the short-term lease definition are not recognized on the balance sheet, but rather expensed on a straight-line basis over the lease term.

Some leasing arrangements require variable payments that are dependent on usage, output, or may vary for other reasons, such as insurance. The company does not have material variable lease payments.

Gains and losses on sale and leaseback transactions were immaterial. Operating cash flows used for operating leases for the twelve months ended December 31, 2023 and 2022 were $249 million and $254 million, respectively. Cash flows used for finance leases for the same period were immaterial.

Supplemental balance sheet information related to leases is as follows:

(Millions of dollars)December 31, 2023December 31, 2022
Operating Leases
Operating lease right-of-use assets$759$726
Other current liabilities177181
Other long-term liabilities572540
Total operating lease liabilities749721
Finance Leases
Finance lease right-of-use assets179146
Other current liabilities5042
Other long-term liabilities143114
Total finance lease liabilities$193$156

Supplemental operating lease information:

December 31, 2023December 31, 2022
Weighted average lease term (years)88
Weighted average discount rate4.19%3.26%

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Future operating and finance lease payments as of December 31, 2023 are as follows (millions of dollars):

PeriodOperating LeasesFinancing Leases
2024$209$58
202515750
202612140
20278829
20286016
Thereafter26855
Total future undiscounted lease payments903248
Less imputed interest(154)(55)
Total reported lease liability$749$193

NOTE 5. INCOME TAXES

Pre-tax income applicable to U.S. and non-U.S. operations is as follows:

(Millions of dollars) Year Ended December 31,202320222021
United States$2,859$2,502$2,020
Non-U.S.5,1293,0413,079
Total income before income taxes$7,988$5,543$5,099

Provision for Income Taxes

The following is an analysis of the provision for income taxes:

(Millions of dollars) Year Ended December 31,202320222021
Current tax expense (benefit)
U.S. federal$291$486$287
State and local1169287
Non-U.S.1,4911,2391,142
1,8981,8171,516
Deferred tax expense (benefit)
U.S. federal57(12)63
State and local578
Non-U.S.(146)(378)(325)
(84)(383)(254)
Total income taxes$1,814$1,434$1,262

Effective Tax Rate Reconciliation

For purposes of the effective tax rate reconciliation, the company utilizes the U.S. statutory income tax rate of 21%. An analysis of the difference between the provision for income taxes and the amount computed by applying the U.S. statutory income tax rate to pre-tax income follows:

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(Dollar amounts in millions) Year Ended December 31,202320222021
U.S. statutory income tax$1,67721.0%$1,16421.0%$1,07121.0%
State and local taxes – net of federal benefit1051.3%841.5%831.6%
Tax on Non-U.S. activities (a)1692.1%1763.2%2194.3%
Share-Based compensation(66)(0.8)%(41)(0.7)%(56)(1.1)%
Russia/Ukraine Charges——%1081.9%——%
Other (b)(71)(0.9)%(57)(1.0)%(55)(1.1)%
Provision for income taxes$1,81422.7%$1,43425.9%$1,26224.7%

(a)Primarily related to differences between the U.S. tax rate and the statutory tax rate in the countries in which the company operates. It also includes the U.S. tax impact of the non-U.S. activities and other non-U.S. permanent items and tax rate changes. Excluding 2021, which included an $83 million deferred income tax charge related to a tax rate increase in the U.K., these other items were not material.

(b)Includes net tax benefits related to tax audit settlements of $54 million in 2023, of $71 million in 2022, and $47 million in 2021.

Net Deferred Tax Liabilities

Net deferred tax liabilities included in the consolidated balance sheets are comprised of the following:

(Millions of dollars) December 31,20232022
Deferred tax liabilities
Fixed assets$2,686$2,775
Goodwill215173
Other intangible assets2,8722,939
Subsidiary/equity investments586545
Other (a)456471
$6,815$6,903
Deferred tax assets
Carryforwards$285$289
Benefit plans and related (b)(c)243165
Inventory8268
Accruals and other (d)8581,001
$1,468$1,523
Less: Valuation allowances (e)(176)(276)
$1,292$1,247
Net deferred tax liabilities$5,523$5,656
Recorded in the consolidated balance sheets as (Note 7):
Other long-term assets226230
Deferred credits5,7495,886
$5,523$5,656

(a)Includes $221 million in 2023 and $206 million in 2022 related to right-of-use lease assets.

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(b)Includes deferred tax asset of $60 million and deferred tax liability of $54 million in 2023 and 2022, respectively, related to pension / OPEB funded status (see Notes 7 and 16).

(c)The amounts are net of non-US deferred tax liabilities of $187 million in 2023 and $315 million in 2022.

(d)Includes $228 million in 2023 and $212 million in 2022 related to lease liabilities.

(e)Summary of changes in valuation allowances relating to deferred tax assets follows (millions of dollars):

202320222021
Balance, January 1,$(276)$(235)$(243)
Income tax (charge) benefit65(44)8
Other, including write-offs34——
Translation adjustments13—
Balance, December 31,$(176)$(276)$(235)

The company evaluates deferred tax assets quarterly to ensure that estimated future taxable income will be sufficient in character (e.g., capital gain versus ordinary income treatment), amount and timing to result in their recovery. After considering the positive and negative evidence, a valuation allowance is established to reduce the assets to their realizable value when management determines that it is more likely than not (i.e., greater than 50% likelihood) that a deferred tax asset will not be realized. Considerable judgment is required in establishing deferred tax valuation allowances.

As of December 31, 2023, the company had $285 million of deferred tax assets relating to net operating losses (“NOLs”) and tax credits and $176 million of valuation allowances. These deferred tax assets include $235 million relating to NOLs of which $82 million expire within 5 years, $24 million expire after 5 years and $129 million have no expiration. The deferred tax assets also include $50 million related to credits of which $3 million expire within 5 years, $40 million expire after 5 years, and $7 million have no expiration. The valuation allowances of $176 million primarily relate to NOLs. Management has determined, based on financial projections and available tax strategies, that it is unlikely that the benefit of these losses will be realized. If events or circumstances change, valuation allowances are adjusted at that time resulting in an income tax benefit or charge.

The company has $586 million of non-U.S income and withholding taxes accrued related to its investment in non-U.S. subsidiaries and equity investments. A provision has not been made for any additional non-U.S. income or withholding taxes at December 31, 2023 on approximately $4 billion of unremitted non-U.S. earnings on which the company intends to remain indefinitely reinvested or on other outside basis differences in its investments unrelated to unremitted earnings. A determination of these deferred taxes related to these amounts is not practicable.

Uncertain Tax Positions

Unrecognized income tax benefits represent income tax positions taken on income tax returns but not yet recognized in the consolidated financial statements. The company has unrecognized income tax benefits totaling $304 million, $325 million and $387 million as of December 31, 2023, 2022 and 2021, respectively. If recognized, the majority of the unrecognized tax benefits and related interest and penalties would be recorded as a benefit to income tax expense on the consolidated statements of income.

A reconciliation of the beginning and ending amount of unrecognized tax benefits is as follows:

(Millions of dollars)202320222021
Unrecognized income tax benefits, January 1$325$387$452
Additions for tax positions of prior years1082611
Reductions for tax positions of prior years (a)(121)(45)(11)
Additions for current year tax positions——19
Reductions for settlements with taxing authorities (a)(b)(1)(23)(60)
Other (c)(7)(20)(24)
Unrecognized income tax benefits, December 31$304$325$387

(a)2023 and 2022 amounts are primarily related to the settlement of tax audits.

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(b)Settlements are uncertain tax positions that were effectively settled with the taxing authorities, including positions where the company has agreed to amend its tax returns to eliminate the uncertainty.

(c)Other includes reductions for statute of limitation lapses and foreign currency translation.

The company classifies interest income and expense related to income taxes as tax expense in the consolidated statements of income. The company recognized net interest benefit of $17 million and $3 million and expense of $15 million for the years ended December 31, 2023, 2022 and 2021, respectively. The company had $14 million and $35 million of accrued interest and penalties as of December 31, 2023 and 2022, respectively, which were recorded in other long-term liabilities in the consolidated balance sheets (See Note 7).

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As of December 31, 2023, the company remained subject to examination in the following major tax jurisdictions for the tax years as indicated below:

Major tax jurisdictionsOpen Years
North and South America
United States2020 through 2023
Canada2014 through 2023
Mexico2014 through 2023
Brazil2008 through 2023
Europe and Africa
France2019 through 2023
Germany2018 through 2023
Spain2010 through 2023
United Kingdom2021 through 2023
Asia and Australia
Australia2019 through 2023
China2018 through 2023
India2006 through 2023
South Korea2020 through 2023

The company is currently under audit in a number of jurisdictions. As a result, it is reasonably possible that some of these matters will conclude or reach the stage where a change in unrecognized income tax benefits may occur within the next twelve months. At the time new information becomes available, the company will record any adjustment to income tax expense as required. Final determinations, if any, are not expected to be material to the consolidated financial statements. The company is also subject to income taxes in many hundreds of state and local taxing jurisdictions that are open to tax examinations.

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NOTE 6. EARNINGS PER SHARE – LINDE PLC SHAREHOLDERS

Basic and Diluted earnings per share - Linde plc shareholders is computed by dividing Income from continuing operations, Income from discontinued operations, net of tax, and Net income – Linde plc for the period by the weighted average number of either basic or diluted shares outstanding, as follows:

202320222021
Numerator (Millions of dollars)
Income from continuing operations$6,199$4,147$3,821
Income from discontinued operations, net of tax——5
Net Income – Linde plc$6,199$4,147$3,826
Denominator (Thousands of shares)
Weighted average shares outstanding487,656499,254516,507
Shares earned and issuable under compensation plans535482389
Weighted average shares used in basic earnings per share488,191499,736516,896
Effect of dilutive securities
Stock options and awards4,0994,3024,979
Weighted average shares used in diluted earnings per share492,290504,038521,875
Basic earnings per share from continuing operations$12.70$8.30$7.39
Basic earnings per share from discontinued operations——0.01
Basic Earnings Per Share$12.70$8.30$7.40
Diluted earnings per share from continuing operations$12.59$8.23$7.32
Diluted earnings per share from discontinued operations——0.01
Diluted Earnings Per Share$12.59$8.23$7.33

There were no antidilutive shares for the years ended December 31, 2023, 2022 and 2021.

NOTE 7. SUPPLEMENTAL INFORMATION

Income Statement

(Millions of dollars) Year Ended December 31,202320222021
Selling, General and Administrative
Selling$1,330$1,295$1,342
General and administrative1,9651,8121,847
$3,295$3,107$3,189
Year Ended December 31,202320222021
Depreciation and Amortization (a)
Depreciation$3,266$3,633$3,912
Amortization of intangibles (Note 10)550571723
Depreciation and Amortization$3,816$4,204$4,635

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Year Ended December 31,202320222021
Other Income (Expenses) – Net
Currency related net gains (losses)$(47)$(18)$(29)
Partnership income21813
Severance expense(12)(13)(5)
Asset divestiture gains (losses) – net6(9)(31)
Other – net gains (losses)10(40)26
$(41)$(62)$(26)
Year Ended December 31,202320222021
Interest Expense – Net
Interest incurred on debt and other$480$277$227
Interest income(197)(117)(40)
Amortization on acquired debt(16)(35)(53)
Interest capitalized(67)(62)(57)
$200$63$77

Balance Sheet

(Millions of dollars) December 31,20232022
Accounts Receivable
Trade and Other receivables$5,175$4,964
Less: allowance for expected credit losses(457)(405)
$4,718$4,559

Receivables

Linde applies loss rates that are lifetime expected credit losses at initial recognition of the receivables. These expected loss rates are based on an analysis of the actual historical default rates for each business, taking regional circumstances into account. If necessary, these historical default rates are adjusted to reflect the impact of current changes in the macroeconomic environment using forward-looking information. The loss rates are also evaluated based on the expectations of the responsible management team regarding the collectability of the receivables. Gross trade receivables aged less than one year were $4,667 million and $4,498 million at December 31, 2023 and December 31, 2022, respectively, and gross receivables aged greater than one year were $354 million and $321 million at December 31, 2023 and December 31, 2022, respectively. Gross other receivables were $154 million and $145 million at December 31, 2023 and December 31, 2022, respectively. Receivables aged greater than one year are generally fully reserved unless specific circumstances warrant exceptions, such as those backed by federal governments.

Provisions for expected credit losses were $175 million, $163 million and $129 million for the twelve months ended December 31, 2023, 2022 and 2021, respectively. The allowance activity in the twelve months ended December 31, 2023 related to write-offs of uncollectible amounts, net of recoveries and currency movements is not material.

December 31,20232022
Inventories
Raw materials and supplies$614$567
Work in process390368
Finished goods1,1111,043
$2,115$1,978

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December 31,20232022
Prepaid and Other Current Assets
Prepaid and other deferred charges (b)$583$597
VAT recoverable178225
Unrealized gains on derivatives (Note 12)7324
Other93104
$927$950
December 31,20232022
Other Long-term Assets
Pension assets (Note 16)$380$661
Insurance contracts (c)3839
Long-term receivables, net (d)163164
Lease assets (Note 4)938872
Deposits7652
Investments carried at cost (e)187184
Deferred charges6066
Deferred income taxes (Note 5)226230
Unrealized gains on derivatives (Note 12)84
Other223204
$2,299$2,476
December 31,20232022
Other Current Liabilities
Accrued expenses$1,494$1,533
Payroll678614
VAT payable253259
Pension and postretirement (Note 16)3151
Interest payable129118
Lease liability (Note 4)227223
Insurance reserves2119
Unrealized losses on derivatives (Note 12)4123
Cost reduction programs and other charges (Note 3)146187
Other1,1361,055
$4,156$4,082

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December 31,20232022
Other Long-term Liabilities
Pension and postretirement (Note 16)$693$640
Tax liabilities for uncertain tax positions (Note 5)216248
Tax Act liabilities (f)80139
Lease liability (Note 4)715654
Interest and penalties for uncertain tax positions (Note 5)1435
Insurance reserves5452
Asset retirement obligation305305
Unrealized losses on derivatives (Note 12)673
Cost reduction programs and other charges (Note 3)68133
Contingent liabilities (Note 17)1,14829
Other505487
$3,804$2,795
December 31,20232022
Deferred Credits
Deferred income taxes (Note 5)$5,749$5,886
Contract liabilities (Note 19)1,049913
$6,798$6,799
December 31,20232022
Accumulated Other Comprehensive Income (Loss)
Cumulative translation adjustment - net of taxes:
Americas (g)$(3,618)$(3,942)
EMEA (g)(737)(1,249)
APAC (g)(1,037)(835)
Engineering(93)(241)
Other113483
(5,372)(5,784)
Derivatives – net of taxes762
Pension/OPEB funded status obligation (net of $60 million tax benefit in 2023 and $(54) million tax obligation in 2022) (Note 16)(440)(60)
$(5,805)$(5,782)

(a)Depreciation and amortization expense in 2023 include $529 million and $462 million, respectively, of Linde AG purchase accounting impacts. In 2022, depreciation and amortization expense include $1,006 million and $474 million, respectively, of Linde AG purchase accounting impacts.

(b) Includes estimated income tax payments of $173 million in 2023 and $164 million in 2022.

(c) Consists primarily of insurance contracts and other investments to be utilized for non-qualified pension and OPEB obligations.

(d) The balances at December 31, 2023 and 2022 are net of reserves of $42 million and $36 million, respectively. The amounts relate primarily to long-term notes receivable from customers in APAC, government receivables in Brazil and receivables from the sale of GIST.

(e) Includes investments from the deconsolidation of Russian subsidiaries.

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(f) Represents tax payable related to the deemed repatriation tax pursuant to the U.S. Tax Cuts and Jobs Act of 2018. The company is required to fund the balance in annual installments through 2025.

(g) Americas consists of currency translation adjustments primarily in Canada, Mexico, and Brazil. EMEA relates primarily to Germany, the U.K., the Netherlands, Hungary, Norway and Sweden. APAC relates primarily to China, South Korea, India and Australia.

NOTE 8. PROPERTY, PLANT AND EQUIPMENT – NET

Significant classes of property, plant and equipment are as follows:

(Millions of dollars) December 31,Depreciable Lives (Yrs)20232022
Production plants (primarily 15-year life) (a)10-20$33,071$30,554
Storage tanks15-205,4454,807
Transportation equipment and other3-154,0503,434
Cylinders10-304,9934,604
Buildings25-403,2753,002
Land and improvements (b)0-201,0871,047
Construction in progress3,4043,239
55,32550,687
Less: accumulated depreciation(30,773)(27,139)
$24,552$23,548

(a) Depreciable lives of production plants related to long-term customer supply contracts are generally consistent with the contract lives.

(b) Land is not depreciated.

NOTE 9. GOODWILL

Changes in the carrying amount of goodwill for the years ended December 31, 2023 and 2022 were as follows:

(Millions of dollars)AmericasEMEAAPACEngineeringOtherTotal
Balance, December 31, 2021$9,087$10,278$4,854$2,496$323$27,038
Acquisitions4428———72
Foreign currency translation and other5(773)(304)(146)(13)(1,231)
Disposals (Note 2 & Note 3)—(41)—(1)(20)(62)
Balance, December 31, 20229,1369,4924,5502,34929025,817
Acquisitions (Note 2)550—3——553
Foreign currency translation and other17347(54)733386
Disposals—(5)———(5)
Balance, December 31, 2023$9,703$9,834$4,499$2,422$293$26,751

Linde performs its goodwill impairment tests annually as of October 1 or more frequently if events or circumstances indicate that an impairment loss may have been incurred. For the fourth quarter 2023 test, the company applied the FASB's accounting guidance which allows the company to first assess qualitative factors to determine the extent of additional quantitative analysis, if any, that may be required to test goodwill for impairment. Based on the qualitative assessments performed, the company concluded that it was more likely than not that the fair value of each reporting unit substantially exceeded its carrying value and therefore, further quantitative analysis was not required. As a result, no impairment was recorded. There were no indicators of impairment since the annual goodwill impairment test was performed through December 31, 2023.

NOTE 10. OTHER INTANGIBLE ASSETS

The following is a summary of Linde’s other intangible assets at December 31, 2023 and 2022:

(Millions of dollars) For the year ended December 31, 2023Customer RelationshipsBrands/TradenamesOther Intangible AssetsTotal
Cost:
Balance, December 31, 2022$11,062$2,565$1,697$15,324
Additions258650314
Foreign currency translation1853841264
Disposals(3)—(20)(23)
Other *(23)—145122
Balance, December 31, 202311,4792,6091,91316,001
Less: accumulated amortization:
Balance, December 31, 2022(1,841)(196)(867)(2,904)
Amortization expense (Note 7)(423)(36)(91)(550)
Foreign currency translation(36)(1)(24)(61)
Disposals——2121
Other *30—(138)(108)
Balance, December 31, 2023(2,270)(233)(1,099)(3,602)
Net balance at December 31, 2023$9,209$2,376$814$12,399
(Millions of dollars) For the year ended December 31, 2022Customer RelationshipsBrands/TradenamesOther Intangible AssetsTotal
Cost:
Balance, December 31, 2021$11,859$2,685$1,629$16,173
Additions19—5372
Foreign currency translation(660)(120)(56)(836)
Disposals (Note 2)(140)—(45)(185)
Other *(16)—116100
Balance, December 31, 202211,0622,5651,69715,324
Less: accumulated amortization:
Balance, December 31, 2021(1,541)(159)(671)(2,371)
Amortization expense (Note 7)(419)(42)(110)(571)
Foreign currency translation8051398
Disposals (Note 2)34—1650
Other *5—(115)(110)
Balance, December 31, 2022(1,841)(196)(867)(2,904)
Net balance at December 31, 2022$9,221$2,369$830$12,420

*Other primarily relates to the write-off of fully amortized assets and reclassifications.

There are no expected residual values related to these intangible assets. Amortization expense for the years ended December 31, 2023, 2022 and 2021 was $550 million, $571 million and $723 million, respectively. The remaining weighted-average amortization period for intangible assets is approximately 24 years.

Total estimated annual amortization expense related to finite-lived intangibles is as follows:

(Millions of dollars)
2024$578
2025528
2026516
2027505
2028492
Thereafter8,035
Total amortization related to finite-lived intangible assets10,654
Indefinite-lived intangible assets at December 31, 20231,745
Net intangible assets at December 31, 2023$12,399

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NOTE 11. DEBT

The following is a summary of Linde’s outstanding debt at December 31, 2023 and 2022:

(Millions of dollars)December 31, 2023December 31, 2022
SHORT-TERM
Commercial paper$4,483$3,926
Other borrowings (primarily non U.S.)230191
Total short-term debt4,7134,117
LONG-TERM (a)
(U.S. dollar denominated unless otherwise noted)
2.70% Notes due 2023 (c)—501
2.00% Euro denominated notes due 2023 (d)—699
5.875% GBP denominated notes due 2023 (d)—367
1.20% Euro denominated notes due 2024607588
1.875% Euro denominated notes due 2024 (b)332324
4.800% Notes due 2024300299
4.700% Notes due 2025599598
2.65% Notes due 2025399400
1.625% Euro denominated notes due 2025550533
3.625% Euro denominated notes due 2025 (e)551—
0.00% Euro denominated notes due 2026774751
3.20% Notes due 2026724724
3.434% Notes due 2026198198
1.652% Euro denominated notes due 20279088
0.250% Euro denominated notes due 2027827802
1.00% Euro denominated notes due 2027553536
1.00% Euro denominated notes due 2028 (b)780749
3.375% Euro denominated notes due 2029 (e)824—
1.10% Notes due 2030697696
1.90% Euro denominated notes due 2030114111
1.375% Euro denominated notes due 2031829803
0.550% Euro denominated notes due 2032823798
0.375% Euro denominated notes due 2033546529
3.625% Euro denominated notes due 2034 (e)714—
1.625% Euro denominated notes due 2035876849
3.55% Notes due 2042666665
2.00% Notes due 2050296296
1.00% Euro denominated notes due 2051755731
Non U.S. borrowings226152
Other1010
14,66013,797
Less: current portion of long-term debt(1,263)(1,599)
Total long-term debt13,39712,198
Total debt$19,373$17,914

(a)Amounts are net of unamortized discounts, premiums and/or debt issuance costs as applicable.

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(b)December 31, 2023 and December 31, 2022 included a cumulative $46 million and $56 million adjustment to carrying value, respectively, related to hedge accounting of interest rate swaps, including related terminations. Refer to Note 12.

(c)In February 2023, Linde repaid $500 million of 2.70% notes that became due.

(d)In April 2023, Linde repaid €650 million of 2.00% notes and £300 million of 5.875% notes that became due.

(e)In June 2023, Linde issued €500 million of 3.625% notes due in 2025, €750 million of 3.375% notes due in 2029 and €650 million of 3.625% notes due in 2034.

Credit Facilities

On December 7, 2022, the company and certain of its subsidiaries entered into an amended and restated unsecured revolving credit agreement (the “Five Year Credit Agreement”) with a syndicate of banking institutions. The Five Year Credit Agreement provides for total commitments of $5.0 billion, which may be increased up to $6.5 billion, subject to receipt of additional commitments and satisfaction of customary conditions. There are no financial maintenance covenants contained within the Credit Agreement. The revolving credit facility expires on December 7, 2027 with the option to request two one-year extensions of the expiration date.

In addition, on December 6, 2023, the company and certain of its subsidiaries entered into an unsecured 364-day revolving credit agreement (the “364-Day Credit Agreement” and, together with the Five Year Credit Agreement, the “Credit Agreements”) with a syndicate of banking institutions. The 364-Day Credit Agreement provides for total commitments of $1.5 billion. There are no financial maintenance covenants contained within the Credit Agreement. The 364-Day Credit Agreement expires on December 4, 2024 with the option to elect to have the entire principal balances outstanding under the Credit Agreement converted into non-revolving term loans, which will be due and payable one year after the commitment termination date.

No borrowings were outstanding under the Credit Agreements as of December 31, 2023.

Other Debt Information

The weighted-average interest rates of short-term borrowings outstanding were 4.8% and 3.2% as of December 31, 2023 and 2022, respectively.

Expected maturities of long-term debt are as follows:

(Millions of dollars)
2024$1,263
20252,113
20261,733
20271,500
2028835
Thereafter7,216
$14,660

As of December 31, 2023, the amount of Linde's assets pledged as collateral was immaterial.

See Note 13 for the fair value information related to debt.

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NOTE 12. FINANCIAL INSTRUMENTS

In its normal operations, Linde is exposed to market risks relating to fluctuations in interest rates, foreign currency exchange rates, energy and commodity costs. The objective of financial risk management at Linde is to minimize the negative impact of such fluctuations on the company’s earnings and cash flows. To manage these risks, among other strategies, Linde routinely enters into various derivative financial instruments (“derivatives”) including interest-rate swap and treasury rate lock agreements, currency-swap agreements, forward contracts, currency options, and commodity-swap agreements. These instruments are not entered into for trading purposes and Linde only uses commonly traded and non-leveraged instruments.

There are three types of derivatives that the company enters into: (i) those relating to fair-value exposures, (ii) those relating to cash-flow exposures, and (iii) those relating to foreign currency net investment exposures. Fair-value exposures relate to recognized assets or liabilities, and firm commitments; cash-flow exposures relate to the variability of future cash flows associated with recognized assets or liabilities, or forecasted transactions; and net investment exposures relate to the impact of foreign currency exchange rate changes on the carrying value of net assets denominated in foreign currencies.

When a derivative is executed and hedge accounting is appropriate, it is designated as either a fair-value hedge, cash-flow hedge, or a net investment hedge. Currently, Linde designates all interest-rate and treasury rate locks as hedges for accounting purposes; however, cross-currency contracts are generally not designated as hedges for accounting purposes. Certain currency contracts related to forecasted transactions are designated as hedges for accounting purposes. Whether designated as hedges for accounting purposes or not, all derivatives are linked to an appropriate underlying exposure. On an ongoing basis, the company assesses the hedge effectiveness of all derivatives designated as hedges for accounting purposes to determine if they continue to be highly effective in offsetting changes in fair values or cash flows of the underlying hedged items. If it is determined that the hedge is not highly effective, through the use of a qualitative assessment, then hedge accounting will be discontinued prospectively.

Counterparties to Linde’s derivatives are major banking institutions with credit ratings of investment grade or better. The company has Credit Support Annexes ("CSAs") in place for certain entities with their principal counterparties to minimize potential default risk and to mitigate counterparty risk. Under the CSAs, the fair values of derivatives for the purpose of interest rate and currency management are collateralized with cash on a regular basis. As of December 31, 2023, the impact of such collateral posting arrangements on the fair value of derivatives was insignificant. Management believes the risk of incurring losses on derivative contracts related to credit risk is remote and any losses would be immaterial.

The following table is a summary of the notional amount and fair value of derivatives outstanding at December 31, 2023 and 2022 for consolidated subsidiaries:

Fair Value
(Millions of dollars)Notional AmountsAssets (a)Liabilities (a)
December 31,202320222023202220232022
Derivatives Not Designated as Hedging Instruments:
Currency contracts:
Balance sheet items$4,567$3,056$46$13$26$7
Forecasted transactions33544911969
Cross-currency swaps—42———1
Commodity contractsN/AN/A————
Total$4,902$3,547$57$22$32$17
Derivatives Designated as Hedging Instruments:
Currency contracts:
Forecasted transactions$749$323$20$6$4$5
Commodity contractsN/AN/A3—74
Interest rate swaps1,2148561—470
Total Hedges$1,963$1,179$24$6$15$79
Total Derivatives$6,865$4,726$81$28$47$96

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(a) Amounts at December 31, 2023 and 2022 included current assets of $73 million and $24 million, which are recorded in prepaid and other current assets; long-term assets of $8 million and $4 million, which are recorded in other long-term assets; current liabilities of $41 million and $23 million, which are recorded in other current liabilities; and long-term liabilities of $6 million and $73 million, which are recorded in other long-term liabilities.

Balance Sheet Items

Foreign currency contracts related to balance sheet items consist of forward contracts entered into to manage the exposure to fluctuations in foreign-currency exchange rates on recorded balance sheet assets and liabilities denominated in currencies other than the functional currency of the related operating unit. Certain forward currency contracts are entered into to protect underlying monetary assets and liabilities denominated in foreign currencies from foreign exchange risk and are not designated as hedging instruments. For balance sheet items that are not designated as hedging instruments, the fair value adjustments on these contracts are offset by the fair value adjustments recorded on the underlying monetary assets and liabilities.

Forecasted Transactions

Foreign currency contracts related to forecasted transactions consist of forward contracts entered into to manage the exposure to fluctuations in foreign-currency exchange rates on (1) forecasted purchases of capital-related equipment and services, (2) forecasted sales, or (3) other forecasted cash flows denominated in currencies other than the functional currency of the related operating units. For forecasted transactions that are designated as cash flow hedges, fair value adjustments are recorded to accumulated other comprehensive income (loss) with deferred amounts reclassified to earnings over the same time period as the income statement impact of the associated purchase. For forecasted transactions that do not qualify for cash flow hedging relationships, fair value adjustments are recorded directly to earnings. Linde is hedging forecasted transactions for a maximum period of three years.

Cross-Currency Swaps

Cross-currency interest rate swaps are entered into to limit the foreign currency risk of future principal and interest cash flows associated with intercompany loans, and to a more limited extent bonds, denominated in non-functional currencies. The fair value adjustments on the cross-currency swaps are recorded to earnings, where they are offset by fair value adjustments on the underlying intercompany loan or bond.

Commodity Contracts

Commodity contracts are entered into to manage the exposure to fluctuations in commodity prices, which arise in the normal course of business from its procurement transactions. To reduce the extent of this risk, Linde enters into a limited number of electricity, natural gas, and propane gas derivatives. For forecasted transactions that are designated as cash flow hedges, fair value adjustments are recorded to accumulated other comprehensive income (loss) with deferred amounts reclassified to earnings over the same time period as the income statement impact of the associated purchase. Linde is hedging commodity contracts for a maximum period of three years.

Net Investment Hedges

As of December 31, 2023, Linde has €10.7 billion ($11.7 billion) Euro-denominated notes and intercompany loans and ¥4.7 billion ($0.7 billion) CNY-denominated intercompany loans that are designated as hedges of the net investment positions in certain foreign operations. Since hedge inception, the deferred gain recorded within cumulative translation adjustment component of accumulated other comprehensive income (loss) in the consolidated balance sheet is $45 million (deferred loss of $305 million in the consolidated statement of comprehensive income for the year ended December 31, 2023).

As of December 31, 2023, exchange rate movements relating to previously designated hedges that remain in accumulated other comprehensive income (loss) is a gain of $56 million. These movements will remain in accumulated other comprehensive income (loss), until appropriate, such as upon sale or liquidation of the related foreign operations at which time amounts will be reclassified to the consolidated statements of income.

Interest Rate Swaps

Linde uses interest rate swaps to hedge the exposure to changes in the fair value of financial assets and financial liabilities as a result of interest rate changes. These interest rate swaps effectively convert fixed-rate interest exposures to variable rates; fair value adjustments are recognized in earnings along with an equally offsetting charge/benefit to earnings for the changes in the fair value of the underlying financial asset or financial liability (see Note 11). Certain interest rate swaps in a designated fair value hedge relationship were terminated during 2023. Upon termination, adjustments are no longer recorded to the hedged items for changes in respective fair values attributable to the risk being hedged. The unrecognized

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loss on the terminated interest rate swaps is shown as a discount to long-term debt of $56 million, and will be amortized to interest expense over the remaining life of the debt, which extends through April 2028.

In addition, as of December 31, 2023, Linde is using interest rate swaps with a notional value of €1 billion to hedge the variability of future cash flows of forecasted transactions due to interest rate risk and has designated this as a cash flow hedge.

Derivatives Impact on Consolidated Statements of Income

The following table summarizes the impact of the company's derivatives on the consolidated statements of income:

(Millions of dollars)**Amount of Pre-Tax Gain (Loss) Recognized in Earnings ***
December 31,202320222021
Derivatives Not Designated as Hedging Instruments
Currency contracts:
Balance sheet items:
Debt-related$91$12$42
Other balance sheet items(1)8(5)
Total$90$20$38
  • The gains (losses) on balance sheet items are offset by gains (losses) recorded on the underlying hedged assets and liabilities. Accordingly, the gains (losses) for the derivatives and the underlying hedged assets and liabilities related to debt items are recorded in the consolidated statements of income as interest expense-net. Other balance sheet items and anticipated net income gains (losses) are recorded in the consolidated statements of income as other income (expenses)-net.

The amounts of gain or loss recognized in accumulated other comprehensive income (loss) and reclassified to the consolidated statement of income was not material for the years ended December 31, 2023, 2022, and 2021. Net impacts expected to be reclassified to earnings during the next twelve months are also not material.

NOTE 13. FAIR VALUE DISCLOSURES

The fair value hierarchy prioritizes the inputs to valuation techniques used to measure fair value into three broad levels as follows:

Level 1 – quoted prices in active markets for identical assets or liabilities

Level 2 – quoted prices for similar assets and liabilities in active markets or inputs that are observable

Level 3 – inputs that are unobservable (for example cash flow modeling inputs based on assumptions)

Assets and Liabilities Measured at Fair Value on a Recurring Basis

The following table summarizes assets and liabilities measured at fair value on a recurring basis at December 31, 2023 and 2022:

Fair Value Measurements Using
(Millions of dollars)Level 1Level 2Level 3
202320222023202220232022
Assets
Derivative assets$—$—$81$28$—$—
Investments and securities *1620——1213
Total$16$20$81$28$12$13
Liabilities
Derivative liabilities$—$—$47$96$—$—

*Investments and securities are recorded in prepaid and other current assets and other long-term assets in the company's consolidated balance sheets.

Level 1 investments and securities are marketable securities traded on an exchange. Level 2 investments are based on market prices obtained from independent brokers or determined using quantitative models that use as their basis readily observable market parameters that are actively quoted and can be validated through external sources, including third-party pricing services, brokers and market transactions. Level 3 investments and securities consist of a venture fund. For the

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valuation, Linde uses the net asset value received as part of the fund's quarterly reporting, which for the most part is not based on quoted prices in active markets. In order to reflect current market conditions, Linde proportionally adjusts these by observable market data (stock exchange prices) or current transaction prices.

Changes in level 3 investments and securities were immaterial.

The fair value of cash and cash equivalents, short-term debt, accounts receivable-net, and accounts payable approximate carrying value because of the short-term maturities of these instruments.

The fair value of long-term debt is estimated based on the quoted market prices for the same or similar issues. Long-term debt is categorized within Level 2 of the fair value hierarchy. At December 31, 2023, the estimated fair value of Linde’s long-term debt portfolio was $13,337 million versus a carrying value of $14,660 million. At December 31, 2022 the estimated fair value of Linde’s long-term debt portfolio was $11,994 million versus a carrying value of $13,797 million. Differences between the carrying value and the fair value are attributable to fluctuations in interest rates subsequent to when the debt was issued and relative to stated coupon rates.

NOTE 14. EQUITY AND NONCONTROLLING INTERESTS

Linde plc Shareholders’ Equity

On March 1, 2023, in connection with the shareholder approved intercompany reorganization that resulted in the delisting of old Linde plc from the New York Stock Exchange (NYSE) and the Frankfurt Stock Exchange (FSE), and the subsequent relisting of new Linde plc to the NYSE, Linde shareholders automatically received one share of the new holding company in exchange for each share of Linde plc that was previously owned. The company issued 490,766,972 new Linde shares. Linde plc's historical treasury shares were immediately canceled which resulted in an approximate $15 billion decrease in treasury shares and retained earnings in Shareholders' Equity. On November 7, 2023, Linde plc transferred the listing of its ordinary shares from the NYSE to the Nasdaq, and continued trading under the ticker symbol "LIN".

At December 31, 2023 and 2022, Linde has total authorized share capital of €1,825,000 divided into 1,750,000,000 ordinary shares of €0.001 each, 25,000 A ordinary shares of €1.00 each, 25,000 deferred shares of €1.00 each and 25,000,000 preferred shares of €0.001 each.

At December 31, 2023 there were 490,766,972 and 482,445,145 of Linde plc ordinary shares issued and outstanding, respectively. At December 31, 2023 there were no shares of A ordinary shares, deferred shares or preferred shares issued or outstanding.

At December 31, 2022 there were 552,012,862 and 492,457,627 of Linde plc ordinary shares issued and outstanding, respectively. At December 31, 2022, there were no shares of A ordinary shares, deferred shares or preferred shares issued or outstanding.

Linde’s Board of Directors may from time to time authorize the issuance of one or more series of preferred stock and, in connection with the creation of such series, determine the characteristics of each such series including, without limitation, the preference and relative, participating, optional or other special rights, and the qualifications, limitations or restrictions of the series.

Other Linde plc Ordinary Share and Treasury Share Transactions

Linde may issue new ordinary shares for dividend reinvestment and stock purchase plans and employee savings and incentive plans. No new ordinary shares were issued in 2023, 2022 and 2021.

On January 22, 2019 the company’s board of directors approved the additional repurchase of $6.0 billion of its ordinary shares under which Linde had repurchased 24,847,354 shares through December 31, 2021. Linde completed the repurchases under this program in the first quarter of 2021.

On January 25, 2021 the company's board of directors approved the additional repurchase of $5.0 billion of its ordinary shares under which Linde had repurchased 16,662,678 shares through December 31, 2022. Linde completed the repurchases under this program in the first quarter of 2022.

On February 28, 2022, the company's board of directors authorized a new share repurchase program for up to $10.0 billion of its ordinary shares ("2022 program") under which Linde had repurchased 26,411,514 shares through December 31, 2023. This program expires on July 31, 2024.

On October 23, 2023, the company's board of directors approved a new share repurchase program for up to $15.0 billion of its ordinary shares ("2023 program") under which Linde has no repurchases as of December 31, 2023. This program will

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terminate on the earlier of the date as the maximum authority under the 2023 program is reached or the board terminates the 2023 program.

Noncontrolling Interests

Noncontrolling interest ownership changes are presented within the consolidated statements of equity. 2022 includes the impact of deconsolidating the company's Russian gas and engineering business entities (see Note 3).

Redeemable Noncontrolling Interests

Noncontrolling interests with redemption features, such as put/sell options, that are not solely within the company’s control (“redeemable noncontrolling interests”) are reported separately in the consolidated balance sheets at the greater of carrying value or redemption value. For redeemable noncontrolling interests that are not yet exercisable, Linde calculates the redemption value by accreting the carrying value to the redemption value over the period until exercisable. If the redemption value is greater than the carrying value, any increase is adjusted directly to retained earnings and does not impact net income. At December 31, 2023 and 2022, the redeemable noncontrolling interest balance includes an industrial gas business in EMEA where the noncontrolling shareholders have put options.

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NOTE 15. SHARE-BASED COMPENSATION

Share-based compensation expense was $141 million in 2023 ($107 million and $128 million in 2022 and 2021, respectively). The related income tax benefit recognized was $88 million in 2023 ($64 million and $64 million in 2022 and 2021, respectively). The expense was primarily recorded in selling, general and administrative expenses and no share-based compensation expense was capitalized.

Summary of Plans

The 2021 Linde plc Long Term Incentive Plan (the “2021 Plan") was adopted by the Board of Directors and shareholders of Linde plc on July 26, 2021. The 2021 Plan permits awards of stock options, stock appreciation rights, restricted stock and restricted stock units, performance-based stock units and other equity awards to eligible officer and non-officer employees and non-employee directors of the company and its affiliates. As of December 31, 2023, 7,661,431 shares remained available for equity grants under the 2021 Plan, of which 2,452,443 shares may be granted as awards other than options or stock appreciation rights.

Exercise prices for options granted under the 2021 Plan may not be less than the closing market price of the company’s ordinary shares on the date of grant and granted options may not be re-priced or exchanged without shareholder approval. Options granted under the 2021 Plan subject only to time vesting requirements may become partially exercisable after a minimum of one year after the date of grant but may not become fully exercisable until at least three years have elapsed from the date of grant, and all options have a maximum duration of ten years.

In order to satisfy option exercises and other equity grants, the company may issue authorized but previously unissued shares or it may issue treasury shares.

Stock Option Fair Value

The company utilizes the Black-Scholes Options-Pricing Model to determine the fair value of stock options consistent with that used in prior years. Management is required to make certain assumptions with respect to selected model inputs, including anticipated changes in the underlying stock price (i.e., expected volatility) and option exercise activity (i.e., expected life). Expected volatility is based on the historical volatility of the company’s stock over the most recent period commensurate with the estimated expected life of the company’s stock options and other factors. The expected life of options granted, which represents the period of time that the options are expected to be outstanding, is based primarily on historical exercise experience. The expected dividend yield is based on the company’s most recent history and expectation of dividend payouts. The risk-free rate is based on the U.S. Treasury yield curve in effect at the time of grant for a period commensurate with the estimated expected life. If factors change and result in different assumptions in future periods, the stock option expense that the company records for future grants may differ significantly from what the company has recorded in the current period.

The weighted-average fair value of options granted during 2023 was $83.69 ($45.07 in 2022 and $37.80 in 2021) based on the Black-Scholes Options-Pricing model. The increase in the grant date fair value year-over-year is primarily attributable to the increase in the stock price.

The following weighted-average assumptions were used to value the grants in 2023, 2022 and 2021:

Year Ended December 31,202320222021
Dividend yield1.4%1.7%1.7%
Volatility22.0%20.6%18.4%
Risk-free interest rate4.23%1.70%1.10%
Expected term years556

The following table summarizes option activity under the plans as of December 31, 2023 and changes during the period then ended (averages are calculated on a weighted basis; life in years; intrinsic value expressed in millions):

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ActivityNumber of Options (000’s)Average Exercise PriceAverage Remaining LifeAggregate Intrinsic Value
Outstanding at January 1, 20236,720$164.03
Granted361354.16
Exercised(1,225)137.78
Cancelled or expired(31)311.86
Outstanding at December 31, 20235,825$180.585.0$1,341
Exercisable at December 31, 20234,926$159.184.4$1,239

The aggregate intrinsic value represents the difference between the company’s closing stock price of $410.71 as of December 31, 2023 and the exercise price multiplied by the number of in the money options outstanding as of that date. The total intrinsic value of stock options exercised during 2023 was $283 million ($176 million and $294 million in 2022 and 2021, respectively).

Cash received from option exercises under all share-based payment arrangements for 2023 was $33 million ($36 million and $50 million in 2022 and 2021, respectively). The cash tax benefit realized from share-based compensation totaled $86 million for 2023 ($61 million and $64 million cash tax benefit in 2022 and 2021, respectively).

As of December 31, 2023, $17 million of unrecognized compensation cost related to non-vested stock options is expected to be recognized over a weighted-average period of approximately 1 year.

Performance-Based and Restricted Stock Unit Awards

In 2023, the company granted 341,915 performance-based stock unit awards under the 2021 Plan to senior management that vest, subject to the attainment of pre-established minimum performance criteria, principally on the third anniversary of their date of grant. These awards are tied to either after tax return on capital ("ROC") performance or relative total shareholder return ("TSR") performance versus that of a blended group of companies that is comprised of the S&P 500, excluding the Financial sector, and Eurofirst 300. The actual number of shares issued in settlement of a vested award can range from zero to 200 percent of the target number of shares granted based upon the company’s attainment of specified performance targets at the end of a three-year period. Compensation expense related to these awards is recognized over the three-year performance period based on the fair value of the closing market price of the company’s ordinary shares on the date of the grant and the estimated performance that will be achieved. Compensation expense for ROC awards will be adjusted during the three-year performance period based upon the estimated performance levels that will be achieved. TSR awards are measured at their grant date fair value and not subsequently re-measured. The number of performance-based stock unit awards granted in 2023 includes an increase of 201,120 stock units to the target number of performance-based awards originally granted in 2020, as these awards achieved a higher payout factor upon completion of the three-year performance period.

The weighted-average fair value of ROC awards granted in 2023 was $340.80 ($257.63 in 2022 and $241.10 in 2021). These fair values are based on the closing market price of Linde's ordinary shares on the grant date adjusted for dividends that will not be paid during the vesting period.

The weighted-average fair value of TSR awards granted in 2023 was $489.33 ($301.42 in 2022 and $301.04 in 2021) and was estimated using a Monte Carlo simulation performed as of the grant date.

There were 160,839 restricted stock units granted to employees by Linde during 2023. The weighted-average fair value of restricted stock units granted during 2023 was $332.69 ($260.27 in 2022 and $242.60 in 2021). These fair values are based on the closing market price of Linde's ordinary shares on the grant date adjusted for dividends that will not be paid during the vesting period. Compensation expense related to the restricted stock units is recognized over the vesting period.

The following table summarizes non-vested performance-based and restricted stock unit award activity as of December 31, 2023 and changes during the period then ended (shares based on target amounts, averages are calculated on a weighted basis):

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Performance-BasedRestricted Stock
Number of Shares (000’s)Average Grant Date Fair ValueNumber of Shares (000’s)Average Grant Date Fair Value
Non-vested at January 1, 2023583$226.04646$190.33
Granted342385.10161332.69
Vested(340)174.99(154)176.06
Cancelled and Forfeited(13)156.14(15)163.12
Non-vested at December 31, 2023572$281.11638$232.15

There are approximately 11 thousand performance-based stock units and 17 thousand restricted stock units that are non-vested at December 31, 2023 which will be settled in cash due to foreign regulatory limitations. The liability related to these grants reflects the current estimate of performance that will be achieved and the current share price.

As of December 31, 2023, $48 million of unrecognized compensation cost related to performance-based awards and $42 million of unrecognized compensation cost related to the restricted stock unit awards is expected to be recognized primarily through the first quarter of 2026.

NOTE 16. RETIREMENT PROGRAMS

Defined Benefit Pension Plans - U.S.

The Linde retirement plans are non-contributory defined benefit plans covering eligible employees and its participating affiliates. Effective July 1, 2002, the Linde U.S. Pension Plan was amended to give participating employees a one-time irrevocable choice between a traditional benefit (the “Traditional Design”) and an account-based benefit (the “Account-Based Design”). The Traditional Design pays a monthly benefit based on years of service and average pay during the last years of the participant’s career with Linde. The Account-Based Design gives participants annual pay credits equal to 4% of eligible compensation, plus interest credits based on long-term treasury rates on the accumulated account balance. This new formula applies to all new employees hired after April 30, 2002 into businesses adopting this plan. The U.S. pension plan assets are comprised of a diversified mix of investments, including corporate equities, government securities and corporate debt securities. Linde has several plans that provide supplementary retirement benefits primarily to higher level employees that are unfunded and are nonqualified for federal tax purposes. Pension coverage for employees of certain of Linde’s non-U.S. subsidiaries generally is provided by those companies through separate plans. Obligations under such plans are primarily provided for through diversified investment portfolios, with some smaller plans provided for under insurance policies or by book reserves.

Defined Benefit Pension Plans - Non-U.S.

Linde has Non-U.S., defined benefit commitments primarily in Germany and the U.K that include pension plan assets comprised of a diversified mix of investments. The defined benefit commitments in Germany relate to old age pensions, invalidity pensions and surviving dependents pensions. These commitments also take into account vested rights for periods of service prior to January 1, 2002 based on earlier final-salary pension plan rules. In addition, there are direct commitments in respect of the salary conversion scheme for the form of cash balance plans. The resulting pension payments are calculated on the basis of an interest guarantee and the performance of the corresponding investment. There are no minimum funding requirements. The pension obligations in Germany are partly funded by a Contractual Trust Agreement (CTA). Defined benefit commitments in the U.K. prior to July 1, 2003 are earnings-related and dependent on the period of service. Such commitments relate to old age pensions, invalidity pensions and surviving dependents pensions. Beginning in April 1, 2011, the amount of future increases in inflation-linked pensions and of increases in pensionable emoluments was restricted.

Multi-employer Pension Plans

In the United States Linde participates in eight multi-employer defined benefit pension plans ("MEPs"), pursuant to the terms of collective bargaining agreements, that cover approximately 200 union-represented employees. The collective bargaining agreements expire on different dates through 2028. In connection with such agreements, the company is required to make periodic contributions to the MEPs in accordance with the terms of the respective collective bargaining agreements. Linde’s participation in these plans is not material either at the plan level or in the aggregate. For all MEPs, Linde’s contributions were significantly less than 1% of the total contributions to each plan for 2022 and 2021. Total 2023 contributions were not yet available from the MEPs.

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Linde has obtained the most recently available Pension Protection Act ("PPA") annual funding notices from the Trustees of the MEPs. As of December 31, 2023, there were two Red Zone plans, deemed to be in "critical" or "critical and declining" status that have implemented financial improvement or rehabilitation plans. Linde does not currently anticipate significant future obligations due to the funding status of these plans and any such obligation would be immaterial. If Linde determined it was probable that it would withdraw from an MEP, the company would record a liability for its portion of the MEP’s unfunded pension obligations, as calculated at that time. Historically, such withdrawal payments have not been significant.

Defined Contribution Plans

Linde’s U.S. employees are eligible to participate in defined contribution savings plans offered by their applicable business. Employee contribution percentages vary by plan and are subject to the maximum allowable by IRS regulations. The cost for these defined contribution plans was $59 million in 2023, $56 million in 2022 and $51 million in 2021 (these costs are not included in the tables that follow).

The defined contribution plans include a non-leveraged employee stock ownership plan ("ESOP") which covers all employees participating in this plan. The collective number of shares of Linde ordinary shares in the ESOP totaled 1,660,694 at December 31, 2023.

Certain non-U.S. subsidiaries of the company also sponsor defined contribution plans where contributions are determined under various formulas. The expense for these plans was $60 million in 2023, $80 million in 2022 and $101 million in 2021 (these expenses are not included in the tables that follow).

Postretirement Benefits Other Than Pensions (OPEB)

Linde provides health care and life insurance benefits to certain eligible retired employees. These benefits are provided through various insurance companies and healthcare providers. The company does not currently fund its postretirement benefits obligations. Linde’s retiree plans may be changed or terminated by Linde at any time for any reason with no liability to current or future retirees.

Linde uses a measurement date of December 31 for its pension and other post-retirement benefit plans.

Pension and Postretirement Benefit Costs

The components of net pension and postretirement benefits other than pension ("OPEB") costs for 2023, 2022 and 2021 are shown in the table below:

(Millions of dollars)Year Ended December 31,
202320222021
Amount recognized in Operating Profit
Service cost$84$127$157
Amount recognized in Net pension and OPEB cost (benefit), excluding service cost
Interest cost373201154
Expected return on plan assets(523)(518)(521)
Net amortization and deferral(30)74171
Settlement charges (a)1664
$(164)$(237)$(192)
Net periodic benefit cost (benefit)$(80)$(110)$(35)

(a) Settlement charges were triggered by lump sum benefit payments.

Funded Status

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Changes in the benefit obligation and plan assets for Linde’s pension and OPEB programs, including reconciliation of the funded status of the plans to amounts recorded in the consolidated balance sheet, as of December 31, 2023 and 2022 are shown below.

(Millions of dollars)Year Ended December 31,
20232022
U.S.Non-U.S.U.S.Non-U.S.
Change in Benefit Obligation ("PBO")
Benefit obligation, January 1$2,129$5,586$2,719$9,398
Service cost25593493
Interest cost10526860141
Participant contributions11181117
Actuarial loss (gain)100532(528)(2,972)
Benefits paid(162)(324)(158)(296)
Plan settlement(21)(14)(9)(8)
Foreign currency translation and other changes—260—(787)
Benefit obligation, December 31$2,187$6,385$2,129$5,586
Accumulated benefit obligation ("ABO")$2,037$6,300$1,982$5,508
Change in Plan Assets
Fair value of plan assets, January 1$1,891$5,794$2,448$7,968
Actual return on plan assets300365(421)(1,302)
Company contributions—46—51
Participant contributions—18—17
Benefits paid from plan assets(141)(320)(136)(248)
Foreign currency translation and other changes—275—(692)
Fair value of plan assets, December 31$2,050$6,178$1,891$5,794
Funded Status, End of Year$(137)$(207)$(238)$208
Recorded in the Balance Sheet (Note 7)
Other long-term assets$19$361$13$648
Other current liabilities(17)(14)(38)(13)
Other long-term liabilities(139)(554)(213)(427)
Net amount recognized, December 31$(137)$(207)$(238)$208
Amounts recognized in accumulated other comprehensive income (loss) consist of:
Net actuarial loss (gain)$290$219$357$(343)
Prior service cost (credit)(10)1(12)4
Deferred tax obligation (benefit) (Note 7)(67)7(85)139
Amount recognized in accumulated other comprehensive income (loss) (Note 7)$213$227$260$(200)

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Comparative funded status information as of December 31, 2023 and 2022 for select non-U.S. pension plans is presented in the table below as the benefit obligations of these plans are considered to be significant relative to the total benefit obligation:

United KingdomGermanyOther Non-U.S.Total Non-U.S.
(Millions of dollars)2023202320232023
Benefit obligation, December 31$3,616$1,684$1,085$6,385
Fair value of plan assets, December 313,8581,3709506,178
Funded Status, End of Year$242$(314)$(135)$(207)
United KingdomGermanyOther Non-U.S.Total Non-U.S.
(Millions of dollars)2022202220222022
Benefit obligation, December 31$3,100$1,485$1,001$5,586
Fair value of plan assets, December 313,6251,2858845,794
Funded Status, End of Year$525$(200)$(117)$208

The changes in plan assets and benefit obligations recognized in other comprehensive income in 2023 and 2022 are as follows:

Pensions
(Millions of dollars)20232022
Current year net actuarial losses (gains)*$480$(1,259)
Amortization of net actuarial gains (losses)29(75)
Amortization of prior service credits (costs)11
Pension settlements(16)(6)
Foreign currency translation and other changes—(90)
Total recognized in other comprehensive income$494$(1,429)

  • Pension net actuarial losses in 2023 are largely driven by the decrease in the discount rate environment resulting in actuarial losses from a higher PBO, which is partially offset by favorable plan asset experience for non-U.S plans. The U.S. plan derived a benefit from the actual return on plan assets. In 2022, the actuarial gains were largely driven by the significant increase in the discount rate environment resulting in actuarial gains from a lower PBO, which is partially offset by unfavorable plan asset experience for both non-U.S. and U.S. plans.

The following table provides information for pension plans where the accumulated benefit obligation exceeds the fair value of plan assets:

(Millions of dollars) Year Ended December 31,Pensions
20232022
U.S.Non-U.S.U.S.Non-U.S.
Accumulated benefit obligation ("ABO")$1,952$1,880$1,895$1,848
Fair value of plan assets$1,945$1,385$1,791$1,472

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The following table provides information for pension plans where the projected benefit obligation exceeds the fair value of plan assets:

(Millions of dollars) Year Ended December 31,Pensions
20232022
U.S.Non-U.S.U.S.Non-U.S.
Projected benefit obligation ("PBO")$2,012$1,932$1,948$1,901
Fair value of plan assets$1,945$1,390$1,791$1,478

Assumptions

The assumptions used to determine benefit obligations are as of the respective balance sheet dates and the assumptions used to determine net benefit cost are as of the previous year-end, as shown below:

Pensions
U.S.Non-U.S.
2023202220232022
Weighted average assumptions used to determine benefit obligations at December 31,
Discount rate5.03%5.35%4.27%4.58%
Interest crediting rate4.03%4.02%1.70%2.13%
Rate of increase in compensation levels3.50%3.25%2.58%2.59%
Weighted average assumptions used to determine net periodic benefit cost for years ended December 31,
Discount rate5.35%2.78%4.58%1.82%
Interest crediting rate4.02%2.06%2.13%1.03%
Rate of increase in compensation levels3.25%3.25%2.59%2.55%
Expected long-term rate of return on plan assets (1)7.00%7.00%5.64%5.60%

(1) The expected long term rate of return on the U.S. and non-U.S. plan assets is estimated based on the plans' investment strategy and asset allocation, historical capital market performance and, to a lesser extent, historical plan performance. For the U.S. plans, the expected rate of return of 7.00% was derived based on the target asset allocation of 50%-70% equity securities (approximately 8.40% expected return), 20%-50% fixed income securities (approximately 4.80% expected return) and 2%-8% alternative investments (approximately 3.40% expected return). For the non-U.S. plans, the expected rate of return was derived based on the weighted average target asset allocation of 15%-25% equity securities (approximately 7.20% expected return), 30%-50% fixed income securities (approximately 5.90% expected return), and 30%-50% alternative investments (approximately 5.80% expected return). For the U.S. plan assets, the actual annualized total return for the most recent 10-year period ended December 31, 2023 was approximately 6.60%. For the non-U.S. plan assets, the actual annualized total return for the same period was approximately 4.90%. Changes to plan asset allocations and investment strategy over this time period limit the value of historical plan performance as a factor in estimating the expected long term rate of return. For 2024, the expected long-term rate of return on plan assets will be 7.00% for the U.S. plans and 5.83%. for non-U.S. plans.

Pension Plan Assets

The investments of the U.S. pension plan are managed to meet the future expected benefit liabilities of the plan over the long term by investing in diversified portfolios consistent with prudent diversification and historical and expected capital market returns. Investment strategies are reviewed by management and investment performance is tracked against appropriate benchmarks. There are no concentrations of risk as it relates to the assets within the plans. The non-U.S. pension plans are managed individually based on diversified investment portfolios, with different target asset allocations that vary for each plan. Weighted-average asset allocations at December 31, 2023 and 2022 for Linde’s U.S. and non-U.S. pension plans, as well as respective asset allocation ranges by major asset category, are generally as follows:

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U.S.Non-U.S.
Asset CategoryTarget 2023Target 202220232022Target 2023Target 202220232022
Equity securities50%-70%50%-70%59%60%15%-25%15%-25%22%20%
Fixed income securities20%-50%20%-50%31%29%30%-50%30%-50%30%30%
Other2%-8%2%-8%10%11%30%-50%30%-50%48%50%

The following table summarizes pension assets measured at fair value by asset category at December 31, 2023 and 2022. Transfers of assets were not material for the year ended December 31, 2023 and 2022. See Note 13 for the definition of levels within the fair value hierarchy:

Fair Value Measurements Using
Level 1Level 2**Level 3 ****Total
(Millions of dollars)20232022202320222023202220232022
Cash and cash equivalents$368$313$—$—$—$—$368$313
Equity securities:
Global equities926778————926778
Mutual funds298248————298248
Fixed income securities:
Government bonds——1,4861,317——1,4861,317
Emerging market debt——283245——283245
Mutual funds1191016055——179156
Corporate bonds——324372——324372
Bank loans——2718——2718
Alternative investments:
Real estate funds————324353324353
Private debt————1,3451,3601,3451,360
Insurance contracts————51465146
Liquid alternative——1,022982——1,022982
Other investments112239——2340
Total plan assets at fair value, December 31,$1,712$1,441$3,224$3,028$1,720$1,759$6,656$6,228
Pooled funds *1,5721,457
Total fair value plan assets December 31,$8,228$7,685
  • Pooled funds are measured using the net asset value ("NAV") as a practical expedient for fair value as permissible under the accounting standard for fair value measurements and have not been categorized in the fair value hierarchy.

** The following table summarizes changes in fair value of the pension plan assets classified as level 3 for the periods ended December 31, 2023 and 2022:

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(Millions of dollars)Insurance ContractsReal Estate FundsPrivate DebtTotal
Balance, December 31, 2021$12$360$1,368$1,740
Gain/(Loss) for the period—59398
Purchases2186383
Sales—(22)(34)(56)
Transfer into/ (out of) Level 333——33
Foreign currency translation(1)(8)(130)(139)
Balance, December 31, 2022463531,3601,759
Gain/(Loss) for the period—(27)(38)(65)
Purchases1315
Sales—(15)(44)(59)
Transfer into / (out of) Level 3————
Foreign currency translation4106680
Balance, December 31, 2023$51$324$1,345$1,720

The descriptions and fair value methodologies for the company's pension plan assets are as follows:

Cash and Cash Equivalents – This category includes cash and short-term interest bearing investments with maturities of three months or less. Investments are valued at cost plus accrued interest. Cash and cash equivalents are classified within level 1 of the valuation hierarchy.

Equity Securities – This category is comprised of shares of common stock in U.S. and non-U.S. companies from a diverse set of industries and size. Common stock is valued at the closing market price reported on a U.S. or non-U.S. exchange where the security is actively traded. Equity securities are classified within level 1 of the valuation hierarchy.

Mutual Funds – These categories consist of publicly and privately managed funds that invest primarily in marketable equity and fixed income securities. The fair value of these investments is determined by reference to the net asset value of the underlying securities of the fund. Shares of publicly traded mutual funds are valued at the net asset value quoted on the exchange where the fund is traded and are primarily classified as level 1 within the valuation hierarchy.

Emerging Market Debt - This category includes fixed income debt issued by countries with developing economies as well as by corporations within those nations. They typically have higher yields but lower credit ratings relative to developed country corporate and government bonds. The fair values for these investments are classified as level 2 within the valuation hierarchy.

U.S. and Non-U.S. Government Bonds – This category includes U.S. treasuries, U.S. federal agency obligations and non-U.S. government debt. The majority of these investments do not have quoted market prices available for a specific government security and so the fair value is determined using quoted prices of similar securities in active markets and is classified as level 2 within the valuation hierarchy.

Corporate Bonds – This category is comprised of corporate bonds of U.S. and non-U.S. companies from a diverse set of industries and size. The fair values for U.S. and non-U.S. corporate bonds are determined using quoted prices of similar securities in active markets and observable data or broker or dealer quotations. The fair values for these investments are classified as level 2 within the valuation hierarchy.

Pooled Funds - Pooled fund NAVs are provided by the trustee and are determined by reference to the fair value of the underlying securities of the trust, less its liabilities, which are valued primarily through the use of directly or indirectly observable inputs. Depending on the pooled fund, underlying securities may include marketable equity securities or fixed income securities.

Bank Loans - This category is comprised of traded syndicated loans of larger corporate borrowers. Such loans are issued by sub-investment grade rated companies both in the U.S. and internationally and are syndicated by investment banks to institutional investors. They are regularly traded in an active dealer market comprised of large investment banks, which supply bid and offer quotes and are therefore classified within level 2 of the valuation hierarchy.

Liquid Alternative Investments - This category is comprised of investments in alternative mutual funds whose holdings include liquid securities, cash, and derivatives. Such funds focus on diversification and employ a variety of investing strategies including long/short equity, multi-strategy, and global macro. The fair value of these investments is determined by reference to the net asset value of the underlying holdings of the fund, which can be determined using

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observable data (e.g., indices, yield curves, quoted prices of similar securities), and is classified within level 2 of the valuation hierarchy.

Insurance Contracts – This category is comprised of purchased annuity insurance contracts (annuity contract buy-ins) and is intended to mitigate the Company's exposure to certain risks, such as longevity risk. The fair value is calculated based on the cash surrender value of the purchased annuity insurance contract, which is determined based on such factors as the fair value of the underlying assets and discounted cash flows. These contracts are with highly rated insurance companies. Insurance contracts are classified within level 3 of the valuation hierarchy.

Real Estate Funds – This category includes real estate properties, partnership equities and investments in operating companies. The fair value of the assets is determined using discounted cash flows by estimating an income stream for the property plus a reversion into a present value at a risk adjusted rate. Yield rates and growth assumptions utilized are derived from market transactions as well as other financial and industry data. The fair value for these investments are classified within level 3 of the valuation hierarchy.

Private Debt - This category includes non-traded, privately-arranged loans between one or a small group of private debt investment managers and corporate borrowers, which are typically too small to access the syndicated market and have no credit rating. This category also includes similar loans to real estate companies or individual properties. Loans included in this category are valued at par value, are held to maturity or to call, and are classified within level 3 of the valuation hierarchy.

Contributions

At a minimum, Linde contributes to its pension plans to comply with local regulatory requirements (e.g., ERISA in the United States). Discretionary contributions in excess of the local minimum requirements are made based on many factors, including long-term projections of the plans' funded status, the economic environment, potential risk of overfunding, pension insurance costs and alternative uses of the cash. Changes to these factors can impact the timing of discretionary contributions from year to year. Pension contributions were $46 million in 2023, $51 million in 2022 and $42 million in 2021. Estimated required contributions for 2024 are currently expected to be in the range of $35 million to $45 million.

Estimated Future Benefit Payments

The following table presents estimated future benefit payments, net of participant contributions:

(Millions of dollars)Pensions
Year Ended December 31,U.S.Non-U.S.
2024$203$355
2025166341
2026163353
2027166359
2028165373
2029-20338241,974

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NOTE 17. COMMITMENTS AND CONTINGENCIES

The company accrues non income-tax liabilities for contingencies when management believes that a loss is probable and the amounts can be reasonably estimated, while contingent gains are recognized only when realized. In the event any losses are sustained in excess of accruals, they will be charged against income at that time. Attorney fees are recorded as incurred. Commitments represent obligations, such as those for future purchases of goods or services, that are not yet recorded on the company’s balance sheet as liabilities. The company records liabilities for commitments when incurred (i.e., when the goods or services are received).

Contingent Liabilities

Linde is subject to various lawsuits and government investigations that arise from time to time in the ordinary course of business. These actions are based upon alleged environmental, tax, antitrust and personal injury claims, among others. Linde has strong defenses in these cases and intends to defend itself vigorously. It is possible that the company may incur losses in connection with some of these actions in excess of accrued liabilities. Management does not anticipate that in the aggregate such losses would have a material adverse effect on the company’s consolidated financial position or liquidity; however, it is possible that the final outcomes could have a significant impact on the company’s reported results of operations in any given period.

Significant matters are:

  • During 2009, the Brazilian government published Law 11941/2009 instituting a new voluntary amnesty program (“Refis Program”) which allowed Brazilian companies to settle certain federal tax disputes at reduced amounts. During 2009, the company decided that it was economically beneficial to settle many of its outstanding federal tax disputes and such disputes were enrolled in the Refis Program, subject to final calculation and review by the Brazilian federal government. The company recorded estimated liabilities based on the terms of the Refis Program. Since 2009, Linde has been unable to reach final agreement on the calculations and initiated litigation against the government in an attempt to resolve certain items. Open issues relate to the following matters: (i) application of cash deposits and net operating loss carryforwards to satisfy obligations and (ii) the amount of tax reductions available under the Refis Program. It is difficult to estimate the timing of resolution of legal matters in Brazil.

  • At December 31, 2023, the most significant non-income tax claims in Brazil, after enrollment in the Refis Program, relate to state VAT tax matters. The total estimated exposure relating to such claims, including interest and penalties, as appropriate, is approximately $115 million. Linde has not recorded any liabilities related to such claims based on management judgment and opinions of outside counsel.

During the first quarter of 2023, the Brazilian Supreme Court issued a decision confirming the constitutionality of a specific federal income tax, with retroactive effect. As a result of this decision, the company recorded a reserve based on its best estimate of potential settlement (see Note 3). This decision has not yet been finalized and is subject to ongoing motions for clarification. Because litigation in Brazil historically takes many years to resolve, it is very difficult to estimate the timing of resolution of these matters; however, it is possible that certain of these matters may be resolved within the near term. The company is vigorously defending against the proceedings.

  • On September 1, 2010, CADE (Brazilian Administrative Council for Economic Defense) announced alleged anticompetitive activity on the part of five industrial gas companies in Brazil and imposed fines. CADE imposed a civil fine of R$1.7 billion Brazilian reais ($350 million) on White Martins, the Brazil-based subsidiary of Linde Inc., and R$0.2 billion Brazilian reais ($41 million) on Linde Gases Ltda., the former Brazil-based subsidiary of Linde AG, which was divested to MG Industries GmbH on March 1, 2019 and with respect to which Linde provided a contractual indemnity.

The fine against White Martins and Linde Gases Ltda. was overturned by the Ninth and Seventh Federal Courts of Brasilia, respectively. CADE appealed these decisions, and the Federal Court of Appeals rejected CADE's appeals and confirmed the decision of the Ninth and Seventh Federal Courts of Brasilia. CADE had filed appeals for both subsidiaries with the Superior Court of Justice which were denied. CADE filed subsequent appeals to a panel of the Supreme Court of Justice and final and binding decisions were issued by the Supreme Court of Justice annulling the fine imposed against Linde Gases Ltda and White Martins in September 2023 and January 2024, respectively.

  • On and after April 23, 2019 former shareholders of Linde AG filed appraisal proceedings at the District Court (Landgericht) Munich I (Germany), seeking an increase of the cash consideration paid in connection with the previously completed cash merger squeeze-out of all of Linde AG’s minority shareholders for €189.46 per share. Any such increase would apply to all 14,763,113 Linde AG shares that were outstanding on April 8, 2019, when

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the cash merger squeeze-out was completed. The period for plaintiffs to file claims expired on July 9, 2019. In November 2023, the court issued a decision rejecting the plaintiffs’ claims in their entirety and determining that the cash merger squeeze-out consideration was appropriate. The plaintiffs are entitled to appeal this decision.

The company believes the consideration paid was fair and that the claims are not supported by sufficient evidence, and no reserve has been established. We cannot estimate the timing of resolution.

  • On December 30, 2022, the Russian Arbitration Court of the St. Petersburg and Leningrad Region ("St. Petersburg Court") issued an injunction preventing (i) the sale of any shares in Linde’s subsidiaries and joint ventures in Russia, and (ii) the disposal of any of the assets in those entities exceeding 5% of the relevant company’s overall asset value. The injunction was requested by RusChemAlliance (RCA) as a preliminary measure to secure payment of a possible eventual award under an arbitration proceeding RCA intended to file against Linde Engineering for alleged breach of contract under the agreement to build a gas processing plant in Ust Luga, Russia entered into between a consortium of Linde Engineering, Renaissance Heavy Industries LLC, and RCA on July 7, 2021. Performance of the agreement was lawfully suspended by Linde Engineering on May 27, 2022 in compliance with applicable sanctions and in accordance with a decision by the sanctions authority in Germany. On March 1, 2023, RCA filed a claim in St. Petersburg against Linde GmbH for recovery of advance payments under the agreement ("Russian Claim"), and subsequently (i) added Linde and other Linde subsidiaries as defendants, and (ii) is seeking payment of alleged damages from Linde (pursuant to corporate guarantees) and guarantor banks.

On March 4, 2023, in accordance with the dispute resolution provisions of the agreement, Linde GmbH filed a notice of arbitration with the Hong Kong International Arbitration Centre ("HKIAC") against RCA to claim that (i) RCA has no entitlement to payment, (ii) RCA’s Russian claim is in breach of the arbitration agreement which requires HKIAC arbitration, and (iii) RCA must compensate Linde for the losses and damages caused by the injunction. Additionally, Linde GmbH filed for and on March 17, 2023 obtained an anti-suit injunction from a Hong Kong court against RCA directing RCA to seek a stay of the Russian Claim and ordering it to resolve any disputes in accordance with HKIAC arbitration. On September 27, 2023, the anti-suit injunction was confirmed by the same Hong Kong court. On January 4, 2024, the Hong Kong court issued a final judgment in Linde’s favor (i) granting a permanent anti-suit injunction against RCA, (ii) granting a permanent, global anti-enforcement injunction against RCA, and (iii) ordering that the injunction issued by the St. Petersburg Court be lifted.

As of December 31, 2023, Linde has a contingent liability of $1.1 billion recorded in Other long-term liabilities, which represents advance payments previously recorded in contract liabilities as of December 31, 2022 related to terminated engineering projects with RCA. As a result of the contract terminations, Linde no longer has future performance obligations for these projects. Linde deconsolidated its Russian gas and engineering business entities as of June 30, 2022, and the remaining investment value of its Russia subsidiaries is immaterial.

Despite the January 4, 2024 decision of the Hong Kong court, the injunction affecting Linde’s shares and assets has not been lifted, the proceeding in St. Petersburg has not been stayed and RCA is continuing to pursue its claim in Russia. On February 20, 2024, the St. Petersburg Court issued its decision and granted the Russian Claim in RCA’s favor. Linde has 30 days to appeal this decision and expects to do so prior to the expiration of that deadline. If Linde appeals, RCA cannot enforce the decision (including foreclosing on the shares of the Russian entities) until after the appeal is decided.

Linde does not expect an adverse impact on earnings from this decision given the contingent liability recorded as of December 31, 2023 and the immaterial remaining investment value of its deconsolidated Russia subsidiaries.

It is difficult to estimate the timing of resolution of this matter. The company intends to vigorously defend its interests in both the Russian Claim and arbitration proceedings.

Commitments

At December 31, 2023, Linde had undrawn outstanding letters of credit, bank guarantees and surety bonds valued at approximately $3,344 million from financial institutions. These relate primarily to customer contract performance guarantees (including plant construction in connection with certain on-site contracts), self-insurance claims and other commercial and governmental requirements, including non-U.S. litigation matters.

Other commitments related to leases, tax liabilities for uncertain tax positions, long-term debt, other post retirement and pension obligations are summarized elsewhere in the financial statements (see Notes 4, 5, 11, and 16).

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NOTE 18. SEGMENT INFORMATION

Linde’s operations consist of two major product lines: industrial gases and engineering. As further described in the following paragraph, Linde’s industrial gases operations are managed on a geographic basis, which represent three of the company's reportable segments - Americas, EMEA (Europe/Middle East/Africa), and APAC (Asia/South Pacific); a fourth reportable segment, which represents the company's Engineering business, designs and manufactures equipment for air separation and other industrial gas applications specifically for end customers and is managed on a worldwide basis operating in all three geographic segments. Other consists of corporate costs and a few smaller businesses which individually do not meet the quantitative thresholds for separate presentation.

The industrial gases product line centers on the manufacturing and distribution of atmospheric gases (oxygen, nitrogen, argon, rare gases) and process gases (carbon dioxide, helium, hydrogen, electronic gases, specialty gases, acetylene). Many of these products are co-products of the same manufacturing process. Linde manufactures and distributes nearly all of its products and manages its customer relationships on a regional basis. Linde’s industrial gases are distributed to various end-markets within a regional segment through one of three basic distribution methods: on-site or tonnage; merchant or bulk; and packaged or cylinder gases. The distribution methods are generally integrated in order to best meet the customer’s needs and very few of its products can be economically transported outside of a region. Therefore, the distribution economics are specific to the various geographies in which the company operates and are consistent with how management assesses performance.

The company’s measure of profit/loss for segment reporting is segment operating profit. Segment operating profit is defined as operating profit excluding purchase accounting impacts of the Linde AG merger, intercompany royalties, and items not indicative of ongoing business trends. This is the manner in which the company’s CODM assesses performance and allocates resources. Similarly, total assets have not been included as this is not provided to the CODM for their assessment.

The table below presents information about reportable segments for the years ended December 31, 2023, 2022 and 2021.

(Millions of dollars)202320222021
Sales (a)
Americas$14,304$13,874$12,103
EMEA8,5428,4437,643
APAC6,5596,4806,133
Engineering2,1602,7622,867
Other1,2891,8052,047
Total Sales$32,854$33,364$30,793
202320222021
Segment Operating Profit
Americas$4,244$3,732$3,368
EMEA2,4862,0131,889
APAC1,8061,6701,502
Engineering491555473
Other43(66)(56)
Reported Segment operating profit9,0707,9047,176
Other charges (Note 3)(40)(1,029)(273)
Purchase accounting impacts - Linde AG(1,006)(1,506)(1,919)
Total operating profit$8,024$5,369$4,984

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202320222021
Depreciation and Amortization
Americas$1,423$1,320$1,243
EMEA640661752
APAC633593611
Engineering333339
Other96116127
Segment depreciation and amortization2,8252,7232,772
Purchase accounting impacts - Linde AG9911,4811,863
Total depreciation and amortization$3,816$4,204$4,635
202320222021
Capital Expenditures and Acquisitions
Americas$2,999$1,698$1,354
EMEA635550669
APAC975889995
Engineering242825
Other107118131
Total Capital Expenditures and Acquisitions$4,740$3,283$3,174
202320222021
Sales by Major Country
United States$10,566$10,553$9,123
Germany (c)2,8273,6623,601
China2,5852,6432,562
United Kingdom1,5071,9542,060
Australia1,3031,3721,307
Brazil1,3021,1581,065
Other – non-U.S.12,76412,02211,075
Total sales$32,854$33,364$30,793
202320222021
Long-lived Assets by Major Country (b)
United States$8,490$7,663$7,659
Germany1,5841,6782,003
China2,0632,1762,385
United Kingdom6847041,078
Australia654688872
Brazil836720705
Other – non-U.S.10,2419,91911,301
Total long-lived assets$24,552$23,548$26,003

(a)Sales reflect external sales only. Intersegment sales, primarily from Engineering to the industrial gases segments, were $1,479 million, $1,035 million and $896 million for the year ended December 31, 2023, 2022 and 2021, respectively.

(b)Long-lived assets include property, plant and equipment - net.

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(c)Sales in Germany include Engineering sales to third parties, locally and internationally, which represent 35%, 44% and 53% of Germany sales in 2023, 2022 and 2021, respectively.

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19. REVENUE RECOGNITION

Revenue is accounted for in accordance with ASC 606. Revenue is recognized as control of goods or services are transferred to customers in an amount that reflects the consideration to which an entity expects to be entitled to receive in exchange for the goods or services.

Contracts with Customers

Linde serves a diverse group of industries including healthcare, chemicals and energy, manufacturing, metals and mining, food and beverage, and electronics.

Industrial Gases

Within each of the company’s geographic segments for industrial gases, there are three basic distribution methods: (i) on-site or tonnage; (ii) merchant or bulk liquid; and (iii) packaged or cylinder gases. The distribution method used by Linde to supply a customer is determined by many factors, including the customer’s volume requirements and location. The distribution method generally determines the contract terms with the customer and, accordingly, the revenue recognition accounting practices. Linde's primary products in its industrial gases business are atmospheric gases (oxygen, nitrogen, argon, rare gases) and process gases (carbon dioxide, helium, hydrogen, electronic gases, specialty gases, acetylene). These products are generally sold through one of the three distribution methods.

Following is a description of each of the three industrial gases distribution methods and the respective revenue recognition policies:

On-site. Customers that require the largest volumes of product and that have a relatively constant demand pattern are supplied by cryogenic and process gas on-site plants. Linde constructs plants on or adjacent to these customers’ sites and supplies the product directly to customers by pipeline. Where there are large concentrations of customers, a single pipeline may be connected to several plants and customers. On-site product supply contracts generally are total requirement contracts with terms typically ranging from 10-20 years and contain minimum purchase requirements and price escalation provisions. Many of the cryogenic on-site plants also produce liquid products for the merchant market. Therefore, plants are typically not dedicated to a single customer. Additionally, Linde is responsible for the design, construction, operations and maintenance of the plants and our customers typically have no involvement in these activities. Advanced air separation processes also allow on-site delivery to customers with smaller volume requirements.

The company’s performance obligations related to on-site customers are satisfied over time as customers receive and obtain control of the product. Linde has elected to apply the practical expedient for measuring progress towards the completion of a performance obligation and recognizes revenue as the company has the right to invoice each customer, which generally corresponds with product delivery. Accordingly, revenue is recognized when product is delivered to the customer and the company has the right to invoice the customer in accordance with the contract terms. Consideration in these contracts is generally based on pricing which fluctuates with various price indices. Variable components of consideration exist within on-site contracts but are considered constrained.

Merchant. Merchant deliveries generally are made from Linde's plants by tanker trucks to storage containers at the customer's site. Due to the relatively high distribution cost, merchant oxygen and nitrogen generally have a relatively small distribution radius from the plants at which they are produced. Merchant argon, hydrogen and helium can be shipped much longer distances. The customer agreements used in the merchant business are usually three to seven year supply agreements based on the requirements of the customer. These contracts generally do not contain minimum purchase requirements or volume commitments.

The company’s performance obligations related to merchant customers are generally satisfied at a point in time as the customers receive and obtain control of the product. Revenue is recognized when product is delivered to the customer and the company has the right to invoice the customer in accordance with the contract terms. Any variable components of consideration within merchant contracts are constrained however this consideration is not significant.

Packaged Gases. Customers requiring small volumes are supplied products in containers called cylinders, under medium to high pressure. Linde distributes merchant gases from its production plants to company-owned cylinder filling plants where cylinders are then filled for distribution to customers. Cylinders may be delivered to the customer’s site or picked up by the customer at a packaging facility or retail store. Linde invoices the customer for the industrial gases and the use of the cylinder container(s). The company also sells hardgoods and welding equipment purchased from independent manufacturers. Packaged gases are generally sold under one to three-year supply contracts and purchase orders and do not contain minimum purchase requirements or volume commitments.

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The company’s performance obligations related to packaged gases are satisfied at a point in time. Accordingly, revenue is recognized when product is delivered to the customer or when the customer picks up product from a packaged gas facility or retail store, and the company has the right to payment from the customer in accordance with the contract terms. Any variable consideration is constrained and will be recognized when the uncertainty related to the consideration is resolved.

Engineering

The company designs and manufactures equipment for air separation and other industrial gas applications manufactured specifically for end customers. Sale of equipment contracts are generally comprised of a single performance obligation. Revenue from sale of equipment is generally recognized over time as Linde has an enforceable right to payment for performance completed to date and performance does not create an asset with alternative use. For contracts recognized over time, revenue is recognized primarily using a cost incurred input method. Costs incurred to date relative to total estimated costs at completion are used to measure progress toward satisfying performance obligations. Costs incurred include material, labor, and overhead costs and represent work contributing and proportionate to the transfer of control to the customer. Changes to cost estimates and contract modifications are typically accounted for as part of the existing contract and are recognized as a cumulative adjustments for the inception-to-date effect of such change.

Contract Assets and Liabilities

Contract assets and liabilities result from differences in timing of revenue recognition and customer invoicing. Contract assets primarily relate to sale of equipment contracts for which revenue is recognized over time. The balance represents unbilled revenue which occurs when revenue recognized under the measure of progress exceeds amounts invoiced to customers. Customer invoices may be based on the passage of time, the achievement of certain contractual milestones or a combination of both criteria. Contract liabilities include advance payments or right to consideration prior to performance under the contract. Contract liabilities are recognized as revenue as performance obligations are satisfied under contract terms. Linde has contract assets of $196 million at December 31, 2023 and $124 million at December 31, 2022. Total contract liabilities are $2,950 million at December 31, 2023 (current of $1,901 million and $1,049 million within deferred credits in the consolidated balance sheets). As of December 31, 2023, Linde has $418 million recorded in contract liabilities related to engineering projects in Russia subject to sanctions and therefore suspended and lawfully wound down. Total contract liabilities were $3,986 million at December 31, 2022 (current contract liabilities of $3,073 million and $913 million within deferred credits in the consolidated balance sheets). The decrease in contract liabilities is primarily related to a reclassification of contract liabilities to a contingent liability in other long-term liabilities associated with an engineering project in Russia (see Note 17). Revenue recognized for the twelve months ended December 31, 2023 that was included in the contract liability at December 31, 2022 was $1,017 million. Contract assets and liabilities primarily relate to the Engineering business.

Payment Terms and Other

Linde generally receives payment after performance obligations are satisfied, and customer prepayments are not typical for the industrial gases business. Payment terms vary based on the country where sales originate and local customary payment practices. Linde does not offer extended financing outside of customary payment terms. Amounts billed for sales and use taxes, value-added taxes, and certain excise and other specific transactional taxes imposed on revenue producing transactions are presented on a net basis and are not included in sales within the consolidated statement of income. Additionally, sales returns and allowances are not a normal practice in the industry and are not significant.

Disaggregated Revenue Information

As described above and in Note 18, the company manages its industrial gases business on a geographic basis, while the Engineering and Other businesses are generally managed on a global basis. Furthermore, the company believes that reporting sales by distribution method by reportable geographic segment best illustrates the nature, timing, type of customer, and contract terms for its revenues, including terms and pricing.

The following tables show sales by distribution method at the consolidated level and for each reportable segment and Other for the years ended December 31, 2023, 2022 and 2021.

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(Millions of dollars)Year Ended December 31, 2023
SalesAmericasEMEAAPACEngineeringOtherTotal%
Merchant$4,370$2,773$2,242$—$218$9,60329%
On-Site3,2461,9802,599——7,82524%
Packaged Gas6,4573,7351,416—4611,65435%
Other231543022,1601,0253,77212%
$14,304$8,542$6,559$2,160$1,289$32,854100%
(Millions of dollars)Year Ended December 31, 2022
SalesAmericasEMEAAPACEngineeringOtherTotal%
Merchant$3,786$2,509$2,220$—$176$8,69126%
On-Site4,0482,4152,471——8,93427%
Packaged Gas5,8313,4661,523—5110,87133%
Other209532662,7621,5784,86814%
$13,874$8,443$6,480$2,762$1,805$33,364100%
(Millions of dollars)Year Ended December 31, 2021
SalesAmericasEMEAAPACEngineeringOtherTotal%
Merchant$3,279$2,227$2,181$—$173$7,86026%
On-Site3,2251,8242,296——7,34524%
Packaged Gas5,4563,5391,532—2410,55134%
Other143531242,8671,8505,03716%
$12,103$7,643$6,133$2,867$2,047$30,793100%

Remaining Performance Obligations

As described above, Linde's contracts with on-site customers are under long-term supply arrangements which generally require the customer to purchase their requirements from Linde and also have minimum purchase requirements. Additionally, plant sales from the Linde Engineering business are primarily contracted on a fixed price basis. The company estimates the consideration related to future minimum purchase requirements and plant sales was approximately $48 billion (excludes Russian projects which are impacted by sanctions). This amount excludes all on-site sales above minimum purchase requirements, which can be significant depending on customer needs. In the future, actual amounts will be different due to impacts from several factors, many of which are beyond the company’s control including, but not limited to, timing of newly signed, terminated and renewed contracts, inflationary price escalations, currency exchange rates, and pass-through costs related to natural gas and electricity. The actual duration of long-term supply contracts ranges up to twenty years. The company estimates that approximately half of the revenue related to minimum purchase requirements will be earned in the next five years and the remaining thereafter.

20. SUBSEQUENT EVENTS

In February 2024, Linde issued €700 million of 3.00% notes due in 2028, €850 million of 3.20% notes due in 2031 and €700 million of 3.40% notes due in 2036.

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