Financial Reporting Quality: Aggregate Accruals
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
First Solar Inc., balance sheet computation of aggregate accruals
US$ in thousands
| Dec 31, 2023 | Dec 31, 2022 | Dec 31, 2021 | Dec 31, 2020 | Dec 31, 2019 | ||
|---|---|---|---|---|---|---|
| Operating Assets | ||||||
| Total assets | 10,365,132) | 8,251,228) | 7,413,746) | 7,108,931) | 7,515,689) | |
| Less: Cash and cash equivalents | 1,946,994) | 1,481,269) | 1,450,654) | 1,227,002) | 1,352,741) | |
| Less: Marketable securities | 155,495) | 1,096,712) | 375,389) | 520,066) | 811,506) | |
| Operating assets | 8,262,643) | 5,673,247) | 5,587,703) | 5,361,863) | 5,351,442) | |
| Operating Liabilities | ||||||
| Total liabilities | 3,677,663) | 2,415,173) | 1,454,195) | 1,588,003) | 2,418,922) | |
| Less: Current portion of debt | 96,238) | —) | 3,896) | 41,540) | 17,510) | |
| Less: Finance lease liabilities, current | 51) | —) | —) | —) | —) | |
| Less: Long-term debt, noncurrent portion | 464,068) | 184,349) | 236,005) | 237,691) | 454,187) | |
| Less: Finance lease liabilities, noncurrent | 17,063) | —) | —) | —) | —) | |
| Operating liabilities | 3,100,243) | 2,230,824) | 1,214,294) | 1,308,772) | 1,947,225) | |
| Net operating assets1 | 5,162,400) | 3,442,423) | 4,373,409) | 4,053,091) | 3,404,217) | |
| Balance-sheet-based aggregate accruals2 | 1,719,977) | (930,986) | 320,318) | 648,874) | —) | |
| Financial Ratio | ||||||
| Balance-sheet-based accruals ratio3 | 39.98% | -23.82% | 7.60% | 17.40% | — | |
| Benchmarks | ||||||
| Balance-Sheet-Based Accruals Ratio, Competitors4 | ||||||
| Advanced Micro Devices Inc. | 2.36% | 169.75% | 8.05% | 72.69% | — | |
| Analog Devices Inc. | 0.03% | -2.94% | 90.70% | -2.85% | — | |
| Applied Materials Inc. | 0.48% | 20.73% | 17.33% | 3.75% | — | |
| Broadcom Inc. | -1.58% | -5.37% | -8.72% | 8.42% | — | |
| Intel Corp. | 13.69% | 10.73% | 11.61% | 0.01% | — | |
| KLA Corp. | 3.95% | 21.25% | 3.62% | -4.49% | — | |
| Lam Research Corp. | 1.57% | 16.02% | 8.38% | 9.01% | — | |
| Micron Technology Inc. | 0.78% | 12.07% | 11.51% | 7.56% | — | |
| Monolithic Power Systems Inc. | -2.44% | 56.82% | 33.12% | 15.48% | — | |
| NVIDIA Corp. | 18.88% | 28.31% | 115.40% | -16.93% | — | |
| Qualcomm Inc. | -5.53% | 68.49% | 22.56% | 20.94% | — | |
| Texas Instruments Inc. | 31.37% | 22.75% | 18.48% | 1.00% | — | |
| Balance-Sheet-Based Accruals Ratio, Sector | ||||||
| Semiconductors & Semiconductor Equipment | 6.66% | 24.19% | 19.38% | 4.74% | — | |
| Balance-Sheet-Based Accruals Ratio, Industry | ||||||
| Information Technology | 9.05% | 21.74% | 21.30% | 2.81% | — | |
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).
1 2023 Calculation
Net operating assets = Operating assets – Operating liabilities
= 8,262,643 – 3,100,243 = 5,162,400
2 2023 Calculation
Balance-sheet-based aggregate accruals = Net operating assets2023 – Net operating assets2022
= 5,162,400 – 3,442,423 = 1,719,977
3 2023 Calculation
Balance-sheet-based accruals ratio = 100 × Balance-sheet-based aggregate accruals ÷ Avg. net operating assets
= 100 × 1,719,977 ÷ [(5,162,400 + 3,442,423) ÷ 2] = 39.98%
4 Click competitor name to see calculations.
| Financial ratio | Description | The company |
|---|---|---|
| Balance-sheet-based accruals ratio | Ratio is found by dividing balance-sheet-based aggregate accruals by average net operating assets. | Using the balance-sheet-based accruals ratio, First Solar Inc. deteriorated earnings quality from 2022 to 2023. |
Cash-Flow-Statement-Based Accruals Ratio
First Solar Inc., cash flow statement computation of aggregate accruals
US$ in thousands
| Dec 31, 2023 | Dec 31, 2022 | Dec 31, 2021 | Dec 31, 2020 | Dec 31, 2019 | ||
|---|---|---|---|---|---|---|
| Net income (loss) | 830,777) | (44,166) | 468,693) | 398,355) | (114,933) | |
| Less: Net cash provided by operating activities | 602,260) | 873,369) | 237,559) | 37,120) | 174,201) | |
| Less: Net cash used in investing activities | (472,791) | (1,192,574) | (99,040) | (131,227) | (362,298) | |
| Cash-flow-statement-based aggregate accruals | 701,308) | 275,039) | 330,174) | 492,462) | 73,164) | |
| Financial Ratio | ||||||
| Cash-flow-statement-based accruals ratio1 | 16.30% | 7.04% | 7.84% | 13.21% | — | |
| Benchmarks | ||||||
| Cash-Flow-Statement-Based Accruals Ratio, Competitors2 | ||||||
| Advanced Micro Devices Inc. | 1.17% | -15.28% | 8.10% | 83.38% | — | |
| Analog Devices Inc. | -0.57% | -2.54% | -11.85% | -3.72% | — | |
| Applied Materials Inc. | -2.05% | 18.18% | 14.75% | -0.54% | — | |
| Broadcom Inc. | -6.71% | -8.94% | -12.34% | 3.65% | — | |
| Intel Corp. | 11.35% | 2.75% | 15.15% | 6.75% | — | |
| KLA Corp. | 3.66% | 18.30% | 9.27% | -7.11% | — | |
| Lam Research Corp. | -1.71% | 12.43% | 3.89% | 6.35% | — | |
| Micron Technology Inc. | -2.52% | 11.37% | 10.01% | 5.45% | — | |
| Monolithic Power Systems Inc. | -3.49% | 28.08% | 67.59% | -18.64% | — | |
| NVIDIA Corp. | -47.90% | 73.13% | 233.25% | -225.09% | — | |
| Qualcomm Inc. | -14.57% | 46.91% | 15.61% | 48.48% | — | |
| Texas Instruments Inc. | 26.35% | 28.24% | 29.95% | 4.03% | — | |
| Cash-Flow-Statement-Based Accruals Ratio, Sector | ||||||
| Semiconductors & Semiconductor Equipment | 0.61% | 7.49% | 12.38% | 3.75% | — | |
| Cash-Flow-Statement-Based Accruals Ratio, Industry | ||||||
| Information Technology | 1.18% | 3.88% | 10.53% | -8.51% | — | |
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).
1 2023 Calculation
Cash-flow-statement-based accruals ratio = 100 × Cash-flow-statement-based aggregate accruals ÷ Avg. net operating assets
= 100 × 701,308 ÷ [(5,162,400 + 3,442,423) ÷ 2] = 16.30%
2 Click competitor name to see calculations.
| Financial ratio | Description | The company |
|---|---|---|
| Cash-flow-statement-based accruals ratio | Ratio is found by dividing cash-flow-statement-based aggregate accruals by average net operating assets. | Using the cash-flow-statement-based accruals ratio, First Solar Inc. deteriorated earnings quality from 2022 to 2023. |