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Cummins Inc. (NYSE:CMI)

This company has been moved to the archive! The financial data has not been updated since May 2, 2024.

Analysis of Income Taxes

Microsoft Excel

Income Tax Expense (Benefit)

Cummins Inc., income tax expense (benefit), continuing operations

US$ in millions

Microsoft Excel
12 months ended: Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
U.S. federal and state 611 425 261 162 288
Foreign 632 485 319 358 282
Current income tax expense 1,243 910 580 520 570
U.S. federal and state (468) (229) (12) 2 (32)
Foreign 11 (45) 19 22 28
Impact of India tax law changes — — — (17) —
Deferred income tax expense (benefit) (457) (274) 7 7 (4)
Income tax expense 786 636 587 527 566

Based on: 10-K (reporting date: 2023-12-31), 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).


The total income tax expense demonstrates an upward trend over the analyzed five-year period, increasing from 566 million US dollars in 2019 to 786 million US dollars in 2023. While the total expense grew, the internal composition of these taxes shifted dramatically, characterized by a sharp rise in current liabilities partially offset by significant deferred tax benefits in the later years.

Current Income Tax Expense Analysis
A strong growth trajectory is observed in current income tax expenses, particularly following a period of relative stability between 2019 and 2021. After recording 580 million US dollars in 2021, the expense surged to 910 million US dollars in 2022 and reached 1,243 million US dollars in 2023. This indicates a substantial increase in the company's taxable income subject to current payment.
Deferred Income Tax Trends
Deferred income taxes exhibited minimal volatility from 2019 to 2021, fluctuating between a 4 million US dollar benefit and a 7 million US dollar expense. However, a significant shift occurred in 2022 and 2023, with deferred tax benefits expanding to 274 million US dollars and 457 million US dollars, respectively. These benefits represent timing differences or regulatory adjustments that reduced the overall tax burden.
Net Impact and Correlation
The divergence between current and deferred tax components became most pronounced in 2023. In that year, the deferred tax benefit offset the current tax expense by approximately 36.7%, preventing the total income tax expense from rising as sharply as the current tax obligations. Consequently, while current tax expenses increased by 117% between 2019 and 2023, the total income tax expense increased by a more moderate 38.9% over the same period.

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Effective Income Tax Rate (EITR)

Cummins Inc., effective income tax rate (EITR) reconciliation

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
Statutory U.S. federal income tax rate 21.00% 21.00% 21.00% 21.00% 21.00%
State income tax, net of federal effect -0.40% 1.30% 1.10% 1.00% 1.10%
Differences in rates and taxability of foreign subsidiaries and joint ventures 11.90% 3.10% 0.10% 3.60% 1.50%
Research tax credits -4.70% -1.80% -0.60% -1.30% -1.50%
Foreign derived intangible income -4.20% -2.00% -1.00% -1.20% -1.30%
Agreement in Principle, federal impact 22.40% 0.00% 0.00% 0.00% 0.00%
Agreement in Principle, state impact 2.10% 0.00% 0.00% 0.00% 0.00%
Impact of India tax law changes 0.00% 0.00% 0.00% -0.70% 0.00%
Other, net 0.20% 1.00% 0.70% 0.10% -0.80%
Effective tax rate 48.30% 22.60% 21.30% 22.50% 20.00%

Based on: 10-K (reporting date: 2023-12-31), 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).


The effective income tax rate remained relatively stable between 2019 and 2022, fluctuating within a narrow range of 20.00% to 22.60%. However, the 2023 fiscal year experienced a significant escalation, with the rate increasing to 48.30%, representing a substantial departure from the historical trend and the 21.00% statutory U.S. federal income tax rate.

Drivers of the 2023 Rate Spike
The sharp increase in the 2023 effective tax rate is primarily attributable to the recognition of an Agreement in Principle, which contributed a combined 24.50% to the tax burden, split between federal (22.40%) and state (2.10%) impacts. Furthermore, the impact of foreign subsidiaries and joint ventures rose significantly to 11.90% in 2023, compared to a range of 0.10% to 3.60% in previous years.
Tax Mitigation Trends
Consistent growth in tax-reducing mechanisms is observed over the five-year period. Research tax credits expanded from a 1.50% reduction in 2019 to a 4.70% reduction by 2023. Similarly, benefits from Foreign Derived Intangible Income (FDII) grew from 1.30% in 2019 to 4.20% in 2023. These factors served as partial offsets to the overall tax liability, though they were insufficient to mitigate the one-time impacts seen in 2023.
Secondary and Variable Impacts
State income taxes, net of federal effect, remained a minor additive cost between 1.00% and 1.30% from 2019 through 2022 before transitioning to a net benefit of 0.40% in 2023. Other notable variances include a one-time 0.70% reduction in 2020 resulting from India tax law changes and minimal fluctuations in other net tax items which remained between -0.80% and 1.00% throughout the analyzed period.

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Components of Deferred Tax Assets and Liabilities

Cummins Inc., components of deferred tax assets and liabilities

US$ in millions

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
U.S. and state carryforward benefits 272 272 218 223 207
Foreign carryforward benefits 609 527 177 159 157
Employee benefit plans 347 258 254 273 279
Warranty expenses 483 458 445 445 427
Lease liabilities 125 110 108 107 122
Capitalized research and development expenditures 591 238 — — —
Accrued expenses 253 174 111 93 76
Other 78 126 78 52 44
Gross deferred tax assets 2,758 2,163 1,391 1,352 1,312
Valuation allowance (789) (704) (360) (346) (317)
Deferred tax assets 1,969 1,459 1,031 1,006 995
Property, plant and equipment (367) (369) (272) (258) (260)
Unremitted income of foreign subsidiaries and joint ventures (179) (210) (197) (185) (181)
Employee benefit plans (278) (311) (355) (229) (222)
Lease assets (123) (108) (105) (103) (120)
Intangible assets (406) (435) — — —
Other (64) (50) (77) (77) (77)
Deferred tax liabilities (1,417) (1,483) (1,006) (852) (860)
Net deferred tax assets (liabilities) 552 (24) 25 154 135

Based on: 10-K (reporting date: 2023-12-31), 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).


The financial trajectory of deferred tax components from 2019 to 2023 is characterized by a substantial expansion in both gross deferred tax assets and deferred tax liabilities, resulting in a volatile net deferred tax position that ended the period with a significant asset surplus.

Growth Trends in Gross Deferred Tax Assets
Gross deferred tax assets increased consistently from 1,312 million US$ in 2019 to 2,758 million US$ in 2023. This growth was primarily driven by foreign carryforward benefits, which surged from 157 million US$ to 609 million US$ over the five-year period. A significant structural change occurred in 2022 with the introduction of capitalized research and development expenditures, which reached 591 million US$ by 2023. Additionally, accrued expenses showed a steady upward trend, rising from 76 million US$ to 253 million US$.
Expansion of Deferred Tax Liabilities
Deferred tax liabilities grew from 860 million US$ in 2019 to a peak of 1,483 million US$ in 2022, before slightly moderating to 1,417 million US$ in 2023. The primary contributors to this increase were property, plant, and equipment, which rose from 260 million US$ to 367 million US$, and the emergence of intangible assets as a liability component starting in 2022, valued at 435 million US$ and ending at 406 million US$ in 2023.
Valuation Allowance and Recoverability
The valuation allowance increased significantly from 317 million US$ in 2019 to 789 million US$ in 2023. This suggests a more conservative approach toward the realizability of deferred tax assets as the gross assets grew, effectively offsetting a portion of the asset gains.
Net Deferred Tax Position Analysis
The net deferred tax position experienced notable fluctuations, moving from a net asset of 135 million US$ in 2019 to a net liability of 24 million US$ in 2022. However, 2023 marked a sharp reversal, with the position shifting back to a net deferred tax asset of 552 million US$. This volatility reflects the competing growth rates of the underlying asset components—particularly R&D and foreign carryforwards—against the rising liabilities associated with capital investments and intangible assets.

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Deferred Tax Assets and Liabilities, Classification

Cummins Inc., deferred tax assets and liabilities, classification

US$ in millions

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
Deferred income tax assets 1,082 625 428 479 441
Deferred income tax liabilities 530 649 403 325 306

Based on: 10-K (reporting date: 2023-12-31), 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).


An analysis of the deferred tax accounts reveals a significant shift in the company's net tax position over the five-year period ending December 31, 2023. The trajectory of both assets and liabilities indicates changing temporary differences between financial reporting and tax accounting.

Deferred Income Tax Assets
A strong upward trend is observed in deferred income tax assets, which grew from US$ 441 million in 2019 to US$ 1,082 million in 2023. Following a period of relative stability between 2019 and 2021, assets experienced accelerated growth in 2022 and 2023, with the final year recording an increase of approximately 73% over the prior year.
Deferred Income Tax Liabilities
Deferred income tax liabilities showed a consistent increase from US$ 306 million in 2019 to a peak of US$ 649 million in 2022. This growth trend reversed in 2023, as liabilities declined to US$ 530 million, suggesting a reduction in temporary differences that would otherwise lead to future taxable payments.
Net Deferred Tax Position
The relationship between deferred tax assets and liabilities shifted notably over the period. The company maintained a net asset position from 2019 through 2021, which transitioned into a slight net liability position of US$ 24 million in 2022. By December 31, 2023, the balance shifted dramatically to a net deferred tax asset of US$ 552 million, reflecting a substantial increase in projected future tax benefits relative to future tax obligations.

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Adjustments to Financial Statements: Removal of Deferred Taxes

Cummins Inc., Financial Data: Reported vs. Adjusted

Cummins Inc., adjustments to financial statements

US$ in millions

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
Adjustment to Total Assets
Total assets (as reported) 32,005 30,299 23,710 22,624 19,737
Less: Noncurrent deferred tax assets, net 1,082 625 428 479 441
Total assets (adjusted) 30,923 29,674 23,282 22,145 19,296
Adjustment to Total Liabilities
Total liabilities (as reported) 22,101 20,074 14,309 13,635 11,272
Less: Noncurrent deferred tax liabilities, net 530 649 403 325 306
Total liabilities (adjusted) 21,571 19,425 13,906 13,310 10,966
Adjustment to Total Cummins Inc. Shareholders’ Equity
Total Cummins Inc. shareholders’ equity (as reported) 8,850 8,975 8,474 8,062 7,507
Less: Net deferred tax assets (liabilities) 552 (24) 25 154 135
Total Cummins Inc. shareholders’ equity (adjusted) 8,298 8,999 8,449 7,908 7,372
Adjustment to Net Income Attributable To Cummins Inc.
Net income attributable to Cummins Inc. (as reported) 735 2,151 2,131 1,789 2,260
Add: Deferred income tax expense (benefit) (457) (274) 7 7 (4)
Net income attributable to Cummins Inc. (adjusted) 278 1,877 2,138 1,796 2,256

Based on: 10-K (reporting date: 2023-12-31), 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).


The removal of deferred taxes results in a consistent downward adjustment to both total assets and total liabilities across the five-year period from 2019 to 2023. While the reported total assets grew from 19,737 million US$ in 2019 to 32,005 million US$ in 2023, the adjusted figures reveal a persistent gap that widened significantly in the final year of the period.

Balance Sheet Adjustments
A consistent reduction in reported assets is observed after the removal of deferred taxes. The difference between reported and adjusted total assets remained relatively stable between 2019 and 2021, ranging from approximately 428 million US$ to 479 million US$. However, this gap expanded to 625 million US$ in 2022 and reached 1,082 million US$ by 2023, indicating an increase in the volume of deferred tax assets held on the balance sheet.
Similarly, reported total liabilities are consistently higher than adjusted total liabilities. The adjustment amount grew from 306 million US$ in 2019 to a peak of 649 million US$ in 2022, before slightly decreasing to 530 million US$ in 2023.
Impact on Shareholders' Equity
The net effect of removing deferred taxes on shareholders' equity shows a shifting pattern. From 2019 to 2021, adjusted equity was slightly lower than reported equity. In 2022, a reversal occurred where adjusted equity (8,999 million US$) slightly exceeded reported equity (8,975 million US$). By 2023, the adjustment led to a significant reduction, with adjusted equity dropping to 8,298 million US$ compared to the reported 8,850 million US$.
Net Income Variance
The divergence between reported and adjusted net income intensified in the latter part of the observed period. Between 2019 and 2021, the differences were negligible. However, in 2022, reported net income of 2,151 million US$ was adjusted downward to 1,877 million US$. This trend accelerated sharply in 2023, where reported net income of 735 million US$ was adjusted down to 278 million US$, suggesting that deferred tax accounting significantly inflated the reported earnings in the most recent fiscal year.

Overall, the financial data indicates that while the removal of deferred taxes had a marginal impact on the company's reported performance in the early years, it became a primary driver of variance in both equity and net income by 2023, highlighting a growing reliance on deferred tax entries to sustain reported profitability and asset levels.

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Adjusted Financial Ratios: Removal of Deferred Taxes (Summary)

Cummins Inc., Financial Ratios: Reported vs. Adjusted

Cummins Inc., adjusted financial ratios

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
Net Profit Margin
Reported net profit margin 2.16% 7.66% 8.87% 9.03% 9.59%
Adjusted net profit margin 0.82% 6.69% 8.90% 9.07% 9.57%
Total Asset Turnover
Reported total asset turnover 1.06 0.93 1.01 0.88 1.19
Adjusted total asset turnover 1.10 0.95 1.03 0.89 1.22
Financial Leverage
Reported financial leverage 3.62 3.38 2.80 2.81 2.63
Adjusted financial leverage 3.73 3.30 2.76 2.80 2.62
Return on Equity (ROE)
Reported ROE 8.31% 23.97% 25.15% 22.19% 30.11%
Adjusted ROE 3.35% 20.86% 25.30% 22.71% 30.60%
Return on Assets (ROA)
Reported ROA 2.30% 7.10% 8.99% 7.91% 11.45%
Adjusted ROA 0.90% 6.33% 9.18% 8.11% 11.69%

Based on: 10-K (reporting date: 2023-12-31), 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).


A comprehensive analysis of the financial ratios from 2019 to 2023 reveals a significant contraction in profitability and returns, particularly in the final fiscal year. The removal of deferred taxes for the adjusted ratios highlights a notable divergence between reported performance and the underlying operational results, especially concerning net margins and return metrics.

Profitability Margins
Reported net profit margins remained relatively stable between 2019 and 2021, before experiencing a sharp decline to 2.16% by 2023. The adjusted net profit margin exhibits a more pronounced contraction in 2023, falling to 0.82%, which suggests that deferred tax credits significantly bolstered the reported profit figures in the most recent period.
Asset Efficiency and Financial Leverage
Total asset turnover demonstrates volatility, starting at 1.19 in 2019, dipping in 2020, and recovering to 1.06 by 2023. Adjusted asset turnover values remain consistently higher than reported values across the five-year period, indicating that the removal of deferred taxes slightly elevates the perceived efficiency of asset utilization. Simultaneously, financial leverage has followed a steady upward trend, increasing from a reported 2.63 in 2019 to 3.62 in 2023, with the adjusted leverage reaching a peak of 3.73.
Returns on Equity and Assets
Both Return on Equity (ROE) and Return on Assets (ROA) show a severe downward trajectory over the analyzed period. Reported ROE fell from 30.11% in 2019 to 8.31% in 2023, while the adjusted ROE plummeted to 3.35% in 2023. A similar pattern is observed in ROA, which declined from a reported 11.45% in 2019 to 2.30% in 2023, with the adjusted ROA dropping to 0.90%. The widening gap between reported and adjusted returns in 2023 underscores the substantial impact of deferred tax accounting on the perceived returns generated from the company's assets and equity.

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Adjusted Net Profit Margin

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
As Reported
Selected Financial Data (US$ in millions)
Net income attributable to Cummins Inc. 735 2,151 2,131 1,789 2,260
Net sales 34,065 28,074 24,021 19,811 23,571
Profitability Ratio
Net profit margin1 2.16% 7.66% 8.87% 9.03% 9.59%
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted net income attributable to Cummins Inc. 278 1,877 2,138 1,796 2,256
Net sales 34,065 28,074 24,021 19,811 23,571
Profitability Ratio
Adjusted net profit margin2 0.82% 6.69% 8.90% 9.07% 9.57%

Based on: 10-K (reporting date: 2023-12-31), 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).

2023 Calculations

1 Net profit margin = 100 × Net income attributable to Cummins Inc. ÷ Net sales
= 100 × 735 ÷ 34,065 = 2.16%

2 Adjusted net profit margin = 100 × Adjusted net income attributable to Cummins Inc. ÷ Net sales
= 100 × 278 ÷ 34,065 = 0.82%


An analysis of net profitability from 2019 to 2023 reveals a period of relative stability followed by a severe contraction in both absolute income and profit margins. The most significant deterioration is observed in the 2023 fiscal year, where profitability metrics reached a five-year low.

Net Income Trends
Reported net income fluctuated between 2019 and 2022, remaining above 1.7 billion USD, before plummeting to 735 million USD in 2023. Adjusted net income followed a similar trajectory but experienced a more acute decline in the final two years, falling from 2,138 million USD in 2021 to 278 million USD in 2023.
Adjusted Net Profit Margin Erosion
The adjusted net profit margin remained resilient between 2019 and 2021, holding steady between 8.90% and 9.57%. However, a downward trend emerged in 2022 with a drop to 6.69%, culminating in a sharp contraction to 0.82% by December 31, 2023.
Divergence Between Reported and Adjusted Metrics
While reported and adjusted margins were nearly identical from 2019 to 2021, a notable divergence appeared starting in 2022. In 2023, the adjusted net profit margin of 0.82% was substantially lower than the reported margin of 2.16%, indicating that adjustments for non-recurring items significantly reduced the perceived profitability compared to the reported figures.

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Adjusted Total Asset Turnover

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
As Reported
Selected Financial Data (US$ in millions)
Net sales 34,065 28,074 24,021 19,811 23,571
Total assets 32,005 30,299 23,710 22,624 19,737
Activity Ratio
Total asset turnover1 1.06 0.93 1.01 0.88 1.19
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Net sales 34,065 28,074 24,021 19,811 23,571
Adjusted total assets 30,923 29,674 23,282 22,145 19,296
Activity Ratio
Adjusted total asset turnover2 1.10 0.95 1.03 0.89 1.22

Based on: 10-K (reporting date: 2023-12-31), 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).

2023 Calculations

1 Total asset turnover = Net sales ÷ Total assets
= 34,065 ÷ 32,005 = 1.06

2 Adjusted total asset turnover = Net sales ÷ Adjusted total assets
= 34,065 ÷ 30,923 = 1.10


The financial data indicates a consistent expansion of the asset base alongside fluctuating asset utilization efficiency between 2019 and 2023. While total assets grew steadily over the five-year period, the asset turnover ratios experienced volatility, reflecting periods of decreased and subsequent recovered operational efficiency.

Asset Base Expansion
Reported total assets increased from US$ 19,737 million in 2019 to US$ 32,005 million in 2023, representing a cumulative growth of approximately 62%. A significant acceleration in asset accumulation is observed between 2021 and 2022, where assets rose from US$ 23,710 million to US$ 30,299 million. Adjusted total assets followed a nearly identical trajectory, increasing from US$ 19,296 million to US$ 30,923 million over the same period.
Asset Turnover Volatility
The adjusted total asset turnover ratio exhibited a non-linear trend. After a peak of 1.22 in 2019, the ratio declined sharply to 0.89 in 2020. A partial recovery occurred in 2021 (1.03), followed by another dip to 0.95 in 2022, before reaching 1.10 in 2023. This pattern suggests periods of reduced revenue generation relative to the asset base, followed by corrective improvements in efficiency.
Comparison of Reported and Adjusted Metrics
A consistent variance exists between reported and adjusted figures. Adjusted total assets remained lower than reported total assets in every period analyzed. Consequently, the adjusted total asset turnover ratio was consistently higher than the reported ratio. This indicates that the exclusion of certain assets in the adjusted calculation results in a more favorable representation of asset efficiency, though both metrics move in synchronization.

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Adjusted Financial Leverage

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
As Reported
Selected Financial Data (US$ in millions)
Total assets 32,005 30,299 23,710 22,624 19,737
Total Cummins Inc. shareholders’ equity 8,850 8,975 8,474 8,062 7,507
Solvency Ratio
Financial leverage1 3.62 3.38 2.80 2.81 2.63
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted total assets 30,923 29,674 23,282 22,145 19,296
Adjusted total Cummins Inc. shareholders’ equity 8,298 8,999 8,449 7,908 7,372
Solvency Ratio
Adjusted financial leverage2 3.73 3.30 2.76 2.80 2.62

Based on: 10-K (reporting date: 2023-12-31), 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).

2023 Calculations

1 Financial leverage = Total assets ÷ Total Cummins Inc. shareholders’ equity
= 32,005 ÷ 8,850 = 3.62

2 Adjusted financial leverage = Adjusted total assets ÷ Adjusted total Cummins Inc. shareholders’ equity
= 30,923 ÷ 8,298 = 3.73


A consistent upward trajectory in total assets is evident from 2019 to 2023. Reported total assets increased from US$ 19,737 million to US$ 32,005 million, while adjusted total assets rose from US$ 19,296 million to US$ 30,923 million. This expansion indicates a substantial growth in the asset base over the five-year period, with the most significant year-over-year increase occurring between 2021 and 2022.

Shareholders’ Equity Trends
Growth in shareholders' equity remained relatively modest compared to the expansion of assets. Reported equity grew from US$ 7,507 million in 2019 to a peak of US$ 8,975 million in 2022, before experiencing a slight contraction to US$ 8,850 million in 2023. Adjusted equity followed a similar pattern, peaking at US$ 8,999 million in 2022 and declining to US$ 8,298 million by the end of 2023.
Financial Leverage Progression
Both reported and adjusted financial leverage ratios exhibited a clear upward trend. Reported financial leverage rose from 2.63 in 2019 to 3.62 in 2023. Adjusted financial leverage increased from 2.62 in 2019 to 3.73 in 2023. The acceleration in these ratios suggests a greater reliance on debt relative to equity to fund asset growth, particularly after 2021.
Comparative Analysis of Adjusted Leverage
While reported and adjusted leverage figures were nearly identical between 2019 and 2021, a divergence emerged in the final two years. By 2023, the adjusted financial leverage ratio of 3.73 exceeded the reported ratio of 3.62. This divergence is primarily attributable to the sharper decline in adjusted shareholders' equity relative to reported equity during the 2022-2023 period, which magnified the leverage effect in the adjusted calculations.

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Adjusted Return on Equity (ROE)

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
As Reported
Selected Financial Data (US$ in millions)
Net income attributable to Cummins Inc. 735 2,151 2,131 1,789 2,260
Total Cummins Inc. shareholders’ equity 8,850 8,975 8,474 8,062 7,507
Profitability Ratio
ROE1 8.31% 23.97% 25.15% 22.19% 30.11%
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted net income attributable to Cummins Inc. 278 1,877 2,138 1,796 2,256
Adjusted total Cummins Inc. shareholders’ equity 8,298 8,999 8,449 7,908 7,372
Profitability Ratio
Adjusted ROE2 3.35% 20.86% 25.30% 22.71% 30.60%

Based on: 10-K (reporting date: 2023-12-31), 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).

2023 Calculations

1 ROE = 100 × Net income attributable to Cummins Inc. ÷ Total Cummins Inc. shareholders’ equity
= 100 × 735 ÷ 8,850 = 8.31%

2 Adjusted ROE = 100 × Adjusted net income attributable to Cummins Inc. ÷ Adjusted total Cummins Inc. shareholders’ equity
= 100 × 278 ÷ 8,298 = 3.35%


A comprehensive review of the financial performance from 2019 to 2023 reveals a significant contraction in profitability and return on equity during the final year of the period. While the company maintained relatively robust returns between 2019 and 2022, the 2023 fiscal year experienced a sharp decline in both reported and adjusted metrics.

Net Income Trends
Reported net income remained relatively stable between 2019 and 2022, fluctuating between US$ 1,789 million and US$ 2,260 million. However, a substantial decrease occurred in 2023, with reported net income falling to US$ 735 million. The adjusted net income followed a similar downward trajectory but exhibited a more severe collapse in 2023, dropping to US$ 278 million, indicating that adjustments significantly reduced the earnings base in the final year.
Shareholders' Equity Evolution
Total shareholders' equity exhibited a consistent upward trend from 2019 to 2022, growing from US$ 7,507 million to US$ 8,975 million. A slight reduction was observed in 2023, with reported equity settling at US$ 8,850 million and adjusted equity at US$ 8,298 million. The relative stability of the equity base suggests that the volatility observed in the return ratios is primarily driven by fluctuations in net income rather than changes in the company's capital structure.
Return on Equity (ROE) Analysis
The reported ROE remained strong from 2019 to 2022, ranging from 22.19% to 30.11%, before plummeting to 8.31% in 2023. The adjusted ROE showed an even more pronounced decline, falling from a peak of 30.60% in 2019 to 3.35% in 2023. The widening divergence between reported and adjusted ROE in 2023 highlights a significant impact from adjusting entries, which resulted in a critical compression of the adjusted return on equity compared to the reported figure.

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Adjusted Return on Assets (ROA)

Microsoft Excel
Dec 31, 2023 Dec 31, 2022 Dec 31, 2021 Dec 31, 2020 Dec 31, 2019
As Reported
Selected Financial Data (US$ in millions)
Net income attributable to Cummins Inc. 735 2,151 2,131 1,789 2,260
Total assets 32,005 30,299 23,710 22,624 19,737
Profitability Ratio
ROA1 2.30% 7.10% 8.99% 7.91% 11.45%
Adjusted for Deferred Taxes
Selected Financial Data (US$ in millions)
Adjusted net income attributable to Cummins Inc. 278 1,877 2,138 1,796 2,256
Adjusted total assets 30,923 29,674 23,282 22,145 19,296
Profitability Ratio
Adjusted ROA2 0.90% 6.33% 9.18% 8.11% 11.69%

Based on: 10-K (reporting date: 2023-12-31), 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).

2023 Calculations

1 ROA = 100 × Net income attributable to Cummins Inc. ÷ Total assets
= 100 × 735 ÷ 32,005 = 2.30%

2 Adjusted ROA = 100 × Adjusted net income attributable to Cummins Inc. ÷ Adjusted total assets
= 100 × 278 ÷ 30,923 = 0.90%


The financial performance over the five-year period from 2019 to 2023 is characterized by a significant contraction in asset efficiency. While total assets grew consistently throughout the period, net income experienced high volatility, culminating in a sharp decline in 2023. This divergence between expanding asset bases and diminishing returns has led to a substantial erosion of both reported and adjusted return on assets (ROA).

Net Income Trends
Reported net income remained relatively stable between 2019 and 2022, fluctuating between 1,789 million and 2,260 million US dollars. However, a severe decrease occurred in 2023, where reported net income fell to 735 million US dollars. The adjusted net income exhibited an even more pronounced decline, dropping to 278 million US dollars in 2023, indicating that non-recurring items or specific tax adjustments significantly impacted the underlying earnings profile in the final year of the analysis.
Asset Base Expansion
A consistent upward trajectory is observed in total assets. Reported total assets increased from 19,737 million US dollars in 2019 to 32,005 million US dollars by the end of 2023. Adjusted total assets followed a near-identical trend, growing from 19,296 million US dollars to 30,923 million US dollars. This steady expansion of the asset base suggests continued investment or acquisition activity despite the subsequent volatility in earnings.
Analysis of Return on Assets (ROA)
The decline in ROA is steep and systemic. Reported ROA decreased from a peak of 11.45% in 2019 to 2.30% in 2023. The Adjusted ROA reflects an even more critical downturn, falling from 11.69% in 2019 to 0.90% in 2023. The gap between reported and adjusted ROA widened significantly in 2022 and 2023, suggesting that adjusted earnings were more heavily penalized by specific accounting adjustments or tax-related effects than the reported figures.
Efficiency Correlation
The data indicates a negative correlation between asset growth and profitability toward the end of the period. While assets expanded by approximately 62% from 2019 to 2023, adjusted net income declined by approximately 87.6% over the same timeframe. This combination resulted in the Adjusted ROA collapsing from a double-digit percentage to below 1%, signaling a substantial reduction in the company's ability to generate profit from its asset investments.

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