Earnings can be decomposed into cash and accrual components. The accrual component (aggregate accruals) has been found to have less persistence than the cash component, and therefore (1) earnings with higher accrual component are less persistent than earnings with smaller accrual component, all else equal; and (2) the cash component of earnings should receive a higher weighting evaluating company performance.
Balance-Sheet-Based Accruals Ratio
| Jan 29, 2022 | Jan 30, 2021 | Feb 1, 2020 | Feb 2, 2019 | Feb 3, 2018 | Jan 28, 2017 | ||
|---|---|---|---|---|---|---|---|
| Operating Assets | |||||||
| Total assets | 13,640,256) | 12,717,867) | 9,348,367) | 6,073,691) | 5,722,051) | 5,309,351) | |
| Less: Cash and cash equivalents | 4,922,365) | 4,819,293) | 1,351,205) | 1,412,912) | 1,290,294) | 1,111,599) | |
| Less: Short-term investments | —) | —) | —) | —) | 512) | —) | |
| Operating assets | 8,717,891) | 7,898,574) | 7,997,162) | 4,660,779) | 4,431,245) | 4,197,752) | |
| Operating Liabilities | |||||||
| Total liabilities | 9,580,206) | 9,427,227) | 5,989,118) | 2,767,945) | 2,672,743) | 2,561,334) | |
| Less: Current portion of long-term debt | —) | 64,910) | —) | —) | 84,973) | —) | |
| Less: Long-term debt, excluding current portion | 2,452,325) | 2,448,175) | 312,891) | 312,440) | 311,994) | 396,493) | |
| Operating liabilities | 7,127,881) | 6,914,142) | 5,676,227) | 2,455,505) | 2,275,776) | 2,164,841) | |
| Net operating assets1 | 1,590,010) | 984,432) | 2,320,935) | 2,205,274) | 2,155,469) | 2,032,911) | |
| Balance-sheet-based aggregate accruals2 | 605,578) | (1,336,503) | 115,661) | 49,805) | 122,558) | —) | |
| Financial Ratio | |||||||
| Balance-sheet-based accruals ratio3 | 47.05% | -80.87% | 5.11% | 2.28% | 5.85% | — | |
| Benchmarks | |||||||
| Balance-Sheet-Based Accruals Ratio, Competitors4 | |||||||
| Amazon.com Inc. | 32.91% | — | — | — | — | — | |
| Home Depot Inc. | 9.91% | — | — | — | — | — | |
| Lowe’s Cos. Inc. | 2.66% | — | — | — | — | — | |
| TJX Cos. Inc. | 73.65% | — | — | — | — | — | |
| Balance-Sheet-Based Accruals Ratio, Sector | |||||||
| Consumer Discretionary Distribution & Retail | 26.47% | 200.00% | — | — | — | — | |
| Balance-Sheet-Based Accruals Ratio, Industry | |||||||
| Consumer Discretionary | 13.04% | 200.00% | — | — | — | — | |
Based on: 10-K (reporting date: 2022-01-29), 10-K (reporting date: 2021-01-30), 10-K (reporting date: 2020-02-01), 10-K (reporting date: 2019-02-02), 10-K (reporting date: 2018-02-03), 10-K (reporting date: 2017-01-28).
1 2022 Calculation
Net operating assets = Operating assets – Operating liabilities
= 8,717,891 – 7,127,881 = 1,590,010
2 2022 Calculation
Balance-sheet-based aggregate accruals = Net operating assets2022 – Net operating assets2021
= 1,590,010 – 984,432 = 605,578
3 2022 Calculation
Balance-sheet-based accruals ratio = 100 × Balance-sheet-based aggregate accruals ÷ Avg. net operating assets
= 100 × 605,578 ÷ [(1,590,010 + 984,432) ÷ 2] = 47.05%
4 Click competitor name to see calculations.
The analysis of balance-sheet-based accruals reveals a period of relative stability from 2018 through 2020, followed by extreme volatility in 2021 and 2022. The fluctuations in the accruals ratio indicate significant shifts in the relationship between reported earnings and cash flow, suggesting a substantial disruption in financial reporting patterns during the latter part of the observed period.
- Stability Phase (2018-2020)
- During the first three years, the balance-sheet-based accruals ratio remained low and consistent, ranging from 2.28% to 5.85%. Net operating assets grew steadily from 2.16 billion to 2.32 billion, and aggregate accruals stayed within a modest range. This pattern suggests high earnings quality, as reported accounting earnings were closely aligned with cash flows.
- Significant Contraction (2021)
- A sharp deviation occurred in 2021, characterized by a substantial decrease in net operating assets to 984.4 million. Aggregate accruals shifted to a deeply negative value of -1.34 billion, resulting in an accruals ratio of -80.87%. This extreme negative value indicates that cash flows significantly exceeded reported earnings, often associated with large asset write-downs or a rapid liquidation of working capital.
- Volatility and Recovery (2022)
- In 2022, a reversal occurred as net operating assets recovered to 1.59 billion. However, balance-sheet-based aggregate accruals spiked to 605.6 million, pushing the accruals ratio to 47.05%. This sharp increase into positive territory suggests a decoupling where reported earnings grew substantially faster than cash flows, which may indicate a reduction in reporting quality or a significant increase in accrued revenue and expenses relative to the asset base.
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Cash-Flow-Statement-Based Accruals Ratio
| Jan 29, 2022 | Jan 30, 2021 | Feb 1, 2020 | Feb 2, 2019 | Feb 3, 2018 | Jan 28, 2017 | ||
|---|---|---|---|---|---|---|---|
| Net earnings | 1,722,589) | 85,382) | 1,660,928) | 1,587,457) | 1,362,753) | 1,117,654) | |
| Less: Net cash provided by operating activities | 1,738,849) | 2,245,933) | 2,171,546) | 2,066,677) | 1,681,278) | 1,558,851) | |
| Less: Net cash used in investing activities | (557,840) | (405,433) | (554,966) | (410,409) | (353,092) | (292,763) | |
| Cash-flow-statement-based aggregate accruals | 541,580) | (1,755,118) | 44,348) | (68,811) | 34,567) | (148,434) | |
| Financial Ratio | |||||||
| Cash-flow-statement-based accruals ratio1 | 42.07% | -106.20% | 1.96% | -3.16% | 1.65% | — | |
| Benchmarks | |||||||
| Cash-Flow-Statement-Based Accruals Ratio, Competitors2 | |||||||
| Amazon.com Inc. | -8.54% | — | — | — | — | — | |
| Home Depot Inc. | 8.24% | — | — | — | — | — | |
| Lowe’s Cos. Inc. | -0.14% | — | — | — | — | — | |
| TJX Cos. Inc. | 55.57% | — | — | — | — | — | |
| Cash-Flow-Statement-Based Accruals Ratio, Sector | |||||||
| Consumer Discretionary Distribution & Retail | -4.02% | 50.12% | — | — | — | — | |
| Cash-Flow-Statement-Based Accruals Ratio, Industry | |||||||
| Consumer Discretionary | 1.57% | 21.63% | — | — | — | — | |
Based on: 10-K (reporting date: 2022-01-29), 10-K (reporting date: 2021-01-30), 10-K (reporting date: 2020-02-01), 10-K (reporting date: 2019-02-02), 10-K (reporting date: 2018-02-03), 10-K (reporting date: 2017-01-28).
1 2022 Calculation
Cash-flow-statement-based accruals ratio = 100 × Cash-flow-statement-based aggregate accruals ÷ Avg. net operating assets
= 100 × 541,580 ÷ [(1,590,010 + 984,432) ÷ 2] = 42.07%
2 Click competitor name to see calculations.
The analysis of financial reporting quality reveals a period of relative stability followed by extreme volatility in accruals and net operating assets between 2018 and 2022. While the initial three fiscal years demonstrate a minimal divergence between accounting earnings and cash flows, the subsequent two years exhibit significant fluctuations that suggest substantial non-cash adjustments or operational disruptions.
- Net Operating Assets Trend
- Net operating assets maintained a gradual upward trajectory from 2018 through 2020, peaking at 2,320,935 thousand dollars. A sharp contraction occurred in 2021, with assets falling to 984,432 thousand dollars, representing a decrease of approximately 57% from the previous year. A partial recovery was observed in 2022, with the value rising to 1,590,010 thousand dollars.
- Aggregate Accruals Volatility
- Cash-flow-statement-based aggregate accruals remained relatively low and stable between 2018 and 2020, fluctuating between 34,567 thousand dollars and -68,811 thousand dollars. This stability was disrupted in 2021 by a massive negative accrual of -1,755,118 thousand dollars. In 2022, the trend reversed sharply to a positive accrual of 541,580 thousand dollars.
- Accruals Ratio and Earnings Quality
- The accruals ratio remained within a narrow range of -3.16% to 1.96% through 2020, indicating high earnings quality where reported earnings were closely aligned with cash flow. A severe divergence occurred in 2021, with the ratio dropping to -106.20%, signifying that cash flows from operations significantly exceeded accounting earnings. This was followed by a dramatic swing to 42.07% in 2022, indicating a period where accounting earnings significantly outperformed cash flow.
The extreme oscillation of the accruals ratio from -106.20% to 42.07% within a two-year window suggests a period of significant financial reporting volatility. The magnitude of these shifts indicates that non-cash items played a dominant role in the determination of net income during the 2021 and 2022 fiscal periods, contrasting sharply with the high cash-to-earnings correlation observed from 2018 to 2020.
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