Stock Analysis on Net
Stock Analysis on Net

Northrop Grumman Corp. (NYSE:NOC)

This company has been moved to the archive! The financial data has not been updated since April 27, 2023.

Analysis of Income Taxes

Microsoft Excel

Income Tax Expense (Benefit)

Northrop Grumman Corp., income tax expense (benefit), continuing operations

US$ in millions

Microsoft Excel
12 months ended: Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
Federal income tax expense 1,289 1,398 246 758 292
Foreign income tax expense 3 6 3 10 7
Current 1,292 1,404 249 768 299
Federal income tax expense (353) 518 288 (474) 213
Foreign income tax expense 1 11 2 6 1
Deferred (352) 529 290 (468) 214
Federal and foreign income tax expense 940 1,933 539 300 513

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).


The federal and foreign income tax expense exhibits significant volatility over the analyzed five-year period, characterized by a substantial peak in 2021. Total tax expenses shifted from 513 million US$ in 2018 to a maximum of 1,933 million US$ in 2021, before moderating to 940 million US$ in 2022.

Current Tax Expense Trends
Current tax obligations demonstrated erratic movements, with a notable surge between 2020 and 2021, where expenses rose from 249 million US$ to 1,404 million US$. Although a slight decline to 1,292 million US$ occurred in 2022, the current tax level remained significantly elevated compared to the 2018 through 2020 baseline.
Deferred Tax Dynamics
Deferred tax components fluctuated between expenses and benefits, indicating variable timing differences or adjustments to deferred tax assets and liabilities. Tax benefits were recognized in 2019 (-468 million US$) and 2022 (-352 million US$), whereas deferred tax expenses were recorded in 2018, 2020, and 2021, peaking at 529 million US$ in 2021.
Analysis of Aggregate Tax Impact
The overall tax burden was heavily influenced by the interplay between current and deferred components. In 2019 and 2022, deferred tax benefits served to mitigate the total tax outlay. Conversely, 2021 represented a convergence of high current and deferred tax expenses, resulting in the highest total income tax expense of the period.

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Effective Income Tax Rate (EITR)

Northrop Grumman Corp., effective income tax rate (EITR) reconciliation

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
Statutory federal income tax rate 21.00% 21.00% 21.00% 21.00% 21.00%
Research credit -3.00% -2.20% -5.50% -8.50% -5.00%
Foreign derived intangible income -1.10% -0.60% -1.50% -1.10% -0.40%
IT services divestiture nondeductible goodwill 0.00% 2.80% 0.00% 0.00% 0.00%
Settlements with taxing authorities -1.50% 0.00% 0.00% 0.00% 0.00%
Other, net 0.70% 0.60% 0.50% 0.40% 0.30%
Effective tax rate, before impacts related to the 2017 Tax Act 16.10% 21.60% 14.50% 11.80% 15.90%
Impacts related to the 2017 Tax Act 0.00% 0.00% 0.00% 0.00% -2.20%
Effective tax rate 16.10% 21.60% 14.50% 11.80% 13.70%

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).


The effective income tax rate exhibited significant volatility between 2018 and 2022, fluctuating between a low of 11.80% and a high of 21.60%. While the statutory federal income tax rate remained constant at 21.00% throughout the period, various tax credits and adjustments consistently drove the effective rate below the statutory benchmark, with the exception of the 2021 fiscal year.

Primary Tax Reducers
Research credits served as the most substantial factor in reducing the tax burden. These credits provided the greatest relief in 2019 at -8.50%, although they narrowed to -2.20% by 2021 before slightly recovering to -3.00% in 2022. Foreign derived intangible income (FDII) also consistently lowered the effective rate, with its impact peaking at -1.50% in 2020 and reaching its lowest point of -0.40% in 2018.
Non-Recurring and Periodic Adjustments
Specific one-time events introduced variability into the tax calculations. In 2018, impacts related to the 2017 Tax Act reduced the rate by 2.20%. In 2021, the effective rate was increased by 2.80% due to nondeductible goodwill associated with an IT services divestiture. Conversely, settlements with taxing authorities in 2022 provided a tax benefit of -1.50%.
Effective Tax Rate Analysis
The effective tax rate reached its nadir in 2019 at 11.80%, driven largely by peak research credits. A sharp increase occurred in 2021, where the rate climbed to 21.60%, exceeding the statutory rate due to the combination of diminished research credits and the nondeductible goodwill from divestitures. By 2022, the rate normalized to 16.10%, reflecting a balance between recurring credits and one-time settlement benefits.

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Components of Deferred Tax Assets and Liabilities

Northrop Grumman Corp., components of deferred tax assets and liabilities

US$ in millions

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
Retiree benefits 117 804 1,738 1,827 1,541
Capitalized research and experimental expenditures 1,671 — — — —
Accrued employee compensation 378 371 360 336 308
Provisions for accrued liabilities 65 156 232 166 139
Inventory 484 649 849 684 650
Stock-based compensation 37 39 40 38 42
Operating lease liabilities 556 493 435 411 —
Tax credits 464 431 343 166 174
Other 144 135 112 73 59
Gross deferred tax assets 3,916 3,078 4,109 3,701 2,913
Valuation allowance (428) (349) (307) (160) (142)
Net deferred tax assets 3,488 2,729 3,802 3,541 2,771
Goodwill (534) (533) (533) (515) (511)
Purchased intangibles (98) (148) (201) (262) (346)
Property, plant and equipment, net (854) (755) (737) (584) (518)
Operating lease right-of-use assets (545) (444) (423) (404) —
Contract accounting differences (1,348) (1,036) (1,513) (1,225) (1,381)
Other (79) (103) (84) (43) (29)
Deferred tax liabilities (3,458) (3,019) (3,491) (3,033) (2,785)
Net deferred tax assets (liabilities) 30 (290) 311 508 (14)

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).


The net deferred tax position exhibits significant volatility over the five-year period, transitioning from a net liability of 14 million dollars in 2018 to a net asset of 30 million dollars by 2022. This fluctuation is driven by substantial shifts in both the composition of deferred tax assets and the scaling of deferred tax liabilities.

Deferred Tax Asset Components
A notable contraction is observed in retiree benefits, which fell from a peak of 1,827 million dollars in 2019 to 117 million dollars in 2022. This decline was partially offset in 2022 by the emergence of capitalized research and experimental expenditures totaling 1,671 million dollars, a component previously absent from the records. Tax credits demonstrated a consistent upward trajectory, increasing from 174 million dollars in 2018 to 464 million dollars in 2022.
Valuation Allowances
The valuation allowance has expanded steadily from 142 million dollars in 2018 to 428 million dollars in 2022. This increasing negative adjustment suggests a more conservative internal assessment regarding the realizability of a portion of the gross deferred tax assets.
Deferred Tax Liability Components
The largest liability driver is contract accounting differences, which fluctuated between a high of 1,513 million dollars in 2020 and a low of 1,036 million dollars in 2021, ending at 1,348 million dollars in 2022. Property, plant, and equipment liabilities showed a persistent increase, rising from 518 million dollars in 2018 to 854 million dollars in 2022. Conversely, liabilities related to purchased intangibles decreased significantly from 346 million dollars in 2018 to 98 million dollars in 2022.
Lease Accounting Impact
Since 2019, a reciprocal relationship is evident between operating lease liabilities (assets) and operating lease right-of-use assets (liabilities). The asset component grew from 411 million dollars to 556 million dollars, while the corresponding liability grew from 404 million dollars to 545 million dollars between 2019 and 2022.

Overall, the gross deferred tax assets peaked in 2020 at 4,109 million dollars before stabilizing at 3,916 million dollars in 2022. Simultaneously, gross deferred tax liabilities grew from 2,785 million dollars in 2018 to 3,458 million dollars in 2022. The interplay between these figures, alongside the increasing valuation allowance, results in a net position that remains closely balanced between an asset and a liability state.

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Deferred Tax Assets and Liabilities, Classification

Northrop Grumman Corp., deferred tax assets and liabilities, classification

US$ in millions

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
Deferred tax assets 162 200 311 508 94
Deferred tax liabilities 132 490 — — 108

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).


The analysis of deferred tax accounts between 2018 and 2022 reveals significant fluctuations in both asset and liability balances, indicating periodic adjustments in the timing differences between financial reporting and tax accounting.

Deferred Tax Assets Trend
A substantial increase was recorded in 2019, with assets rising from 94 million USD to a peak of 508 million USD. This peak was followed by a consistent multi-year decline, with balances decreasing to 311 million USD in 2020, 200 million USD in 2021, and 162 million USD by the end of 2022.
Deferred Tax Liabilities Trend
Deferred tax liabilities exhibited high volatility. Following a balance of 108 million USD in 2018, a significant increase to 490 million USD occurred by 2021. This was followed by a sharp contraction in 2022, where the liability balance fell to 132 million USD.
Net Tax Position Observations
The company transitioned between net asset and net liability positions throughout the observed period. A strong net asset position was evident in 2019; however, 2021 marked a shift toward a significant net liability position. By the end of 2022, the balances converged, resulting in a narrow net asset position as liabilities decreased more rapidly than assets during that final fiscal year.

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Adjustments to Financial Statements: Removal of Deferred Taxes

Northrop Grumman Corp., Financial Data: Reported vs. Adjusted

Northrop Grumman Corp., adjustments to financial statements

US$ in millions

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
Adjustment to Total Assets
Total assets (as reported) 43,755 42,579 44,469 41,089 37,653
Less: Noncurrent deferred tax assets, net 162 200 311 508 94
Total assets (adjusted) 43,593 42,379 44,158 40,581 37,559
Adjustment to Total Liabilities
Total liabilities (as reported) 28,443 29,653 33,890 32,270 29,466
Less: Noncurrent deferred tax liabilities, net 132 490 — — 108
Total liabilities (adjusted) 28,311 29,163 33,890 32,270 29,358
Adjustment to Shareholders’ Equity
Shareholders’ equity (as reported) 15,312 12,926 10,579 8,819 8,187
Less: Net deferred tax assets (liabilities) 30 (290) 311 508 (14)
Shareholders’ equity (adjusted) 15,282 13,216 10,268 8,311 8,201
Adjustment to Net Earnings
Net earnings (as reported) 4,896 7,005 3,189 2,248 3,229
Add: Deferred income tax expense (benefit) (352) 529 290 (468) 214
Net earnings (adjusted) 4,544 7,534 3,479 1,780 3,443

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).


An analysis of the financial adjustments associated with the removal of deferred taxes reveals a consistent pattern of marginal impact on the balance sheet and more pronounced variability in profitability metrics from 2018 to 2022.

Balance Sheet Impact
Total assets demonstrated a steady upward trend, increasing from 37,653 million USD in 2018 to 43,755 million USD in 2022. The removal of deferred taxes resulted in a consistent reduction in total assets, though the variance remained minimal relative to the overall asset base. Similarly, total liabilities peaked in 2020 at 33,890 million USD before declining to 28,443 million USD by 2022. The adjusted liabilities were typically lower than reported liabilities, indicating the presence of deferred tax liabilities that, when removed, reduce the reported debt profile.
Shareholders' Equity Trends
Reported shareholders' equity experienced significant growth, nearly doubling from 8,187 million USD in 2018 to 15,312 million USD in 2022. The adjustments for deferred taxes produced inconsistent effects on equity; in 2018 and 2021, adjusted equity exceeded reported equity, whereas in 2019, 2020, and 2022, the adjusted figures were lower. This suggests that the net effect of deferred tax assets and liabilities on equity fluctuates annually.
Net Earnings Volatility
Net earnings showed substantial fluctuation, reaching a peak of 7,005 million USD in 2021. The removal of deferred taxes caused notable shifts in the bottom line. In 2018, 2020, and 2021, adjusted net earnings were higher than reported earnings, suggesting that deferred tax expenses reduced the reported profit. Conversely, in 2019 and 2022, adjusted net earnings were lower than reported figures, indicating that deferred tax benefits had positively influenced reported earnings during those periods.

Overall, the removal of deferred taxes highlights a distinction between statutory reporting and adjusted financial performance. While the impact on the total asset and liability structure is relatively stable and small, the adjustments significantly alter the reported net earnings and equity, reflecting the volatility of tax-related accounting adjustments over the five-year period.

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Adjusted Financial Ratios: Removal of Deferred Taxes (Summary)

Northrop Grumman Corp., Financial Ratios: Reported vs. Adjusted

Northrop Grumman Corp., adjusted financial ratios

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
Net Profit Margin
Reported net profit margin 13.38% 19.64% 8.67% 6.64% 10.73%
Adjusted net profit margin 12.41% 21.12% 9.45% 5.26% 11.44%
Total Asset Turnover
Reported total asset turnover 0.84 0.84 0.83 0.82 0.80
Adjusted total asset turnover 0.84 0.84 0.83 0.83 0.80
Financial Leverage
Reported financial leverage 2.86 3.29 4.20 4.66 4.60
Adjusted financial leverage 2.85 3.21 4.30 4.88 4.58
Return on Equity (ROE)
Reported ROE 31.97% 54.19% 30.14% 25.49% 39.44%
Adjusted ROE 29.73% 57.01% 33.88% 21.42% 41.98%
Return on Assets (ROA)
Reported ROA 11.19% 16.45% 7.17% 5.47% 8.58%
Adjusted ROA 10.42% 17.78% 7.88% 4.39% 9.17%

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).


The removal of deferred taxes reveals a divergent impact on profitability metrics compared to asset efficiency and financial leverage over the five-year period from 2018 to 2022.

Profitability Metrics
Net profit margins exhibited significant volatility, with a substantial peak in 2021. Adjusted net profit margins were higher than reported values in 2018, 2020, and 2021, but lower in 2019 and 2022, suggesting that deferred tax accounting periodically offsets reported earnings. This volatility is mirrored in the Return on Equity (ROE) and Return on Assets (ROA). Reported ROE peaked at 54.19% in 2021, while the adjusted ROE rose further to 57.01% in the same year. Similarly, reported ROA peaked at 16.45% in 2021, with an adjusted value of 17.78%, indicating that the removal of deferred taxes generally amplified returns during the period of highest profitability.
Operational Efficiency and Solvency
Total asset turnover remained remarkably stable, showing a marginal increase from 0.80 in 2018 to 0.84 in 2022. The variance between reported and adjusted asset turnover is negligible, indicating that deferred tax adjustments do not materially affect the assessment of asset utilization. Financial leverage demonstrated a consistent downward trend, declining from a reported 4.60 in 2018 to 2.86 in 2022. Adjusted leverage figures closely track this decline, confirming a sustained reduction in financial risk that remains independent of tax accounting treatments.
Impact of Tax Adjustments
A distinct separation is observed between the impact of deferred tax adjustments on income-statement-driven ratios versus balance-sheet-driven ratios. While ROE, ROA, and net profit margins show meaningful deviations between reported and adjusted figures, total asset turnover and financial leverage remain nearly identical. This implies that the effect of the deferred tax removal is concentrated on the measurement of net earnings and profitability rather than the underlying capital structure or operational efficiency of the organization.

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Adjusted Net Profit Margin

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
As Reported
Selected Financial Data (US$ in millions)
Net earnings 4,896 7,005 3,189 2,248 3,229
Sales 36,602 35,667 36,799 33,841 30,095
Profitability Ratio
Net profit margin1 13.38% 19.64% 8.67% 6.64% 10.73%
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted net earnings 4,544 7,534 3,479 1,780 3,443
Sales 36,602 35,667 36,799 33,841 30,095
Profitability Ratio
Adjusted net profit margin2 12.41% 21.12% 9.45% 5.26% 11.44%

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).

2022 Calculations

1 Net profit margin = 100 × Net earnings ÷ Sales
= 100 × 4,896 ÷ 36,602 = 13.38%

2 Adjusted net profit margin = 100 × Adjusted net earnings ÷ Sales
= 100 × 4,544 ÷ 36,602 = 12.41%


An analysis of the net earnings and profit margins from 2018 to 2022 reveals a period of significant volatility, characterized by a sharp contraction in 2019 and a substantial expansion in 2021.

Net Earnings Trends
Reported net earnings exhibited a fluctuating trajectory, starting at 3,229 million US$ in 2018, dipping to 2,248 million US$ in 2019, and reaching a peak of 7,005 million US$ in 2021 before retreating to 4,896 million US$ in 2022. Adjusted net earnings followed a similar pattern but showed more extreme variance, specifically during the 2019 trough where earnings fell to 1,780 million US$.
Adjusted Net Profit Margin Analysis
The adjusted net profit margin demonstrated high volatility over the five-year period. A significant decline is observed between 2018 and 2019, with the margin dropping from 11.44% to a period low of 5.26%. A strong recovery followed, with the margin climbing to 9.45% in 2020 and peaking at 21.12% in 2021, before normalizing to 12.41% in 2022.
Comparison of Reported and Adjusted Performance
The divergence between reported and adjusted figures suggests the impact of non-recurring items or specific accounting adjustments. In 2018, 2020, and 2021, adjusted net profit margins were higher than reported margins, with the widest gap appearing in 2021 (a difference of 1.48 percentage points). Conversely, in 2019 and 2022, the reported net profit margins exceeded the adjusted margins, indicating that certain one-time gains or tax effects positively impacted the reported figures relative to the adjusted baseline.

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Adjusted Total Asset Turnover

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
As Reported
Selected Financial Data (US$ in millions)
Sales 36,602 35,667 36,799 33,841 30,095
Total assets 43,755 42,579 44,469 41,089 37,653
Activity Ratio
Total asset turnover1 0.84 0.84 0.83 0.82 0.80
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Sales 36,602 35,667 36,799 33,841 30,095
Adjusted total assets 43,593 42,379 44,158 40,581 37,559
Activity Ratio
Adjusted total asset turnover2 0.84 0.84 0.83 0.83 0.80

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).

2022 Calculations

1 Total asset turnover = Sales ÷ Total assets
= 36,602 ÷ 43,755 = 0.84

2 Adjusted total asset turnover = Sales ÷ Adjusted total assets
= 36,602 ÷ 43,593 = 0.84


A consistent upward trend in asset utilization efficiency is observed between 2018 and 2022. While the asset base expanded significantly over the first three years of the period, the company simultaneously improved its ability to generate revenue from those assets, as evidenced by the steady rise in turnover ratios.

Asset Base Evolution
Reported total assets increased from US$ 37,653 million in 2018 to a peak of US$ 44,469 million in 2020, before stabilizing around US$ 43,755 million by 2022. Adjusted total assets followed a near-identical trajectory, peaking in 2020 at US$ 44,158 million. The narrow variance between reported and adjusted asset figures indicates that the adjustments made to the balance sheet had a negligible impact on the overall scale of the asset base.
Adjusted Total Asset Turnover Trends
The adjusted total asset turnover ratio demonstrated a progressive increase from 0.80 in 2018 to 0.84 in 2021, remaining constant at 0.84 through 2022. This growth indicates an improvement in operational efficiency, as the company increased its revenue output per unit of adjusted asset. The transition from 0.80 to 0.83 between 2018 and 2019 represents the most significant period of efficiency gain.
Comparative Efficiency Analysis
A close correlation is observed between reported and adjusted turnover ratios. The adjusted ratio slightly outperformed the reported ratio in 2019 (0.83 versus 0.82), while they converged completely from 2021 through 2022 at 0.84. This convergence suggests that the impact of asset adjustments on efficiency metrics diminished over time, resulting in a stabilized performance profile in the latter two years of the analysis.

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Adjusted Financial Leverage

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
As Reported
Selected Financial Data (US$ in millions)
Total assets 43,755 42,579 44,469 41,089 37,653
Shareholders’ equity 15,312 12,926 10,579 8,819 8,187
Solvency Ratio
Financial leverage1 2.86 3.29 4.20 4.66 4.60
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted total assets 43,593 42,379 44,158 40,581 37,559
Adjusted shareholders’ equity 15,282 13,216 10,268 8,311 8,201
Solvency Ratio
Adjusted financial leverage2 2.85 3.21 4.30 4.88 4.58

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).

2022 Calculations

1 Financial leverage = Total assets ÷ Shareholders’ equity
= 43,755 ÷ 15,312 = 2.86

2 Adjusted financial leverage = Adjusted total assets ÷ Adjusted shareholders’ equity
= 43,593 ÷ 15,282 = 2.85


A significant reduction in financial leverage is evident from 2018 to 2022, driven primarily by a substantial and consistent increase in shareholders' equity that outpaced the growth of total assets.

Asset Trajectory
Total assets, both reported and adjusted, showed an initial growth phase from 2018 through 2020, rising from approximately US$ 37.6 billion to a peak of US$ 44.5 billion. Following 2020, assets underwent a slight contraction and stabilization, concluding the period at US$ 43.8 billion reported and US$ 43.6 billion adjusted in 2022.
Equity Growth
Shareholders' equity demonstrated a strong and steady upward trend throughout the five-year duration. Reported equity increased from US$ 8.2 billion in 2018 to US$ 15.3 billion in 2022. Adjusted equity followed a nearly identical path, rising from US$ 8.2 billion to US$ 15.3 billion, indicating a significant strengthening of the equity base.
Financial Leverage Dynamics
The financial leverage ratios indicate a transition toward a more conservative capital structure. Adjusted financial leverage reached a peak of 4.88 in 2019 before declining consistently to 2.85 by the end of 2022. A similar pattern is observed in reported financial leverage, which decreased from 4.60 in 2018 to 2.86 in 2022, reflecting a reduction in the reliance on debt relative to equity.
Comparative Analysis of Adjusted Metrics
The variance between reported and adjusted figures for assets, equity, and leverage remained minimal across the entire period. This suggests that the adjustments applied to the financial statements did not materially distort the perceived financial leverage or the overall risk profile of the organization.

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Adjusted Return on Equity (ROE)

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
As Reported
Selected Financial Data (US$ in millions)
Net earnings 4,896 7,005 3,189 2,248 3,229
Shareholders’ equity 15,312 12,926 10,579 8,819 8,187
Profitability Ratio
ROE1 31.97% 54.19% 30.14% 25.49% 39.44%
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted net earnings 4,544 7,534 3,479 1,780 3,443
Adjusted shareholders’ equity 15,282 13,216 10,268 8,311 8,201
Profitability Ratio
Adjusted ROE2 29.73% 57.01% 33.88% 21.42% 41.98%

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).

2022 Calculations

1 ROE = 100 × Net earnings ÷ Shareholders’ equity
= 100 × 4,896 ÷ 15,312 = 31.97%

2 Adjusted ROE = 100 × Adjusted net earnings ÷ Adjusted shareholders’ equity
= 100 × 4,544 ÷ 15,282 = 29.73%


The financial performance between 2018 and 2022 is characterized by significant volatility in net earnings contrasted with a consistent and steady expansion of the shareholders' equity base. While equity grew incrementally throughout the period, the return on equity exhibited sharp fluctuations, reaching a peak in 2021 before normalizing in 2022.

Net Earnings Analysis
Reported net earnings showed a non-linear trend, declining in 2019 to 2,248 million USD before surging to a period high of 7,005 million USD in 2021. Adjusted net earnings mirrored this volatility but demonstrated more extreme variance, particularly in 2019 when adjusted earnings dropped to 1,780 million USD, and in 2021 when they reached 7,534 million USD. A subsequent contraction occurred in 2022, with reported earnings falling to 4,896 million USD.
Shareholders' Equity Trends
A sustained upward trajectory is evident in the company's equity position. Reported shareholders' equity increased every year, rising from 8,187 million USD in 2018 to 15,312 million USD in 2022. Adjusted shareholders' equity followed a nearly identical path, growing from 8,201 million USD to 15,282 million USD over the same duration, indicating a consistent strengthening of the balance sheet.
Return on Equity (ROE) Performance
Both reported and adjusted ROE experienced significant swings. Reported ROE fell from 39.44% in 2018 to 25.49% in 2019, before climbing to a peak of 54.19% in 2021. Adjusted ROE showed a more pronounced volatility profile, hitting a low of 21.42% in 2019 and a high of 57.01% in 2021. The decline to 29.73% adjusted ROE in 2022 is attributable to the simultaneous decrease in adjusted net earnings and the continued increase in the adjusted equity base, which diluted the return percentage.

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Adjusted Return on Assets (ROA)

Microsoft Excel
Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018
As Reported
Selected Financial Data (US$ in millions)
Net earnings 4,896 7,005 3,189 2,248 3,229
Total assets 43,755 42,579 44,469 41,089 37,653
Profitability Ratio
ROA1 11.19% 16.45% 7.17% 5.47% 8.58%
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted net earnings 4,544 7,534 3,479 1,780 3,443
Adjusted total assets 43,593 42,379 44,158 40,581 37,559
Profitability Ratio
Adjusted ROA2 10.42% 17.78% 7.88% 4.39% 9.17%

Based on: 10-K (reporting date: 2022-12-31), 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31).

2022 Calculations

1 ROA = 100 × Net earnings ÷ Total assets
= 100 × 4,896 ÷ 43,755 = 11.19%

2 Adjusted ROA = 100 × Adjusted net earnings ÷ Adjusted total assets
= 100 × 4,544 ÷ 43,593 = 10.42%


Financial performance between 2018 and 2022 is characterized by significant volatility in net earnings and a generally expanding asset base. Reported net earnings experienced a decline in 2019 before ascending to a peak in 2021, followed by a contraction in 2022. Total assets grew consistently from 2018 through 2020, reaching 44,469 million US$, before stabilizing in the 42,000 to 44,000 million US$ range during the subsequent two years.

Net Earnings Variance
Adjusted net earnings exhibited greater volatility than reported net earnings. A notable divergence occurred in 2019, where adjusted earnings fell to 1,780 million US$ compared to reported earnings of 2,248 million US$. Conversely, in 2021, adjusted earnings reached 7,534 million US$, exceeding reported earnings of 7,005 million US$.
Reported Return on Assets (ROA) Trends
The reported ROA followed a non-linear trajectory, dipping to 5.47% in 2019 before surging to a five-year high of 16.45% in 2021. This movement aligns with the fluctuations in net earnings, as the total asset base remained relatively stable in comparison to the sharp swings in profitability.
Adjusted Return on Assets (ROA) Performance
The adjusted ROA demonstrated more pronounced peaks and troughs than the reported metric. It reached a minimum of 4.39% in 2019 and a maximum of 17.78% in 2021. The significant increase between 2020 and 2021 indicates a substantial improvement in adjusted profitability relative to the assets employed during that period.
Comparison of Reported and Adjusted Metrics
The relationship between reported and adjusted ROA shifted across the analysis period. In 2018 and 2021, the adjusted ROA exceeded the reported ROA, suggesting the exclusion of negative non-recurring items. In contrast, in 2019 and 2022, the adjusted ROA was lower than the reported ROA, indicating that adjustments removed positive non-recurring gains or reflected specific tax-related impacts that inflated reported earnings.

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