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
Paycom Software Inc., balance sheet computation of aggregate accruals
US$ in thousands
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).
1 2022 Calculation
Net operating assets = Operating assets – Operating liabilities
= 3,501,783 – 2,690,906 = 810,877
2 2022 Calculation
Balance-sheet-based aggregate accruals = Net operating assets2022 – Net operating assets2021
= 810,877 – 644,891 = 165,986
3 2022 Calculation
Balance-sheet-based accruals ratio = 100 × Balance-sheet-based aggregate accruals ÷ Avg. net operating assets
= 100 × 165,986 ÷ [(810,877 + 644,891) ÷ 2] = 22.80%
The analysis of financial reporting quality from 2019 to 2022 reveals a consistent expansion in the scale of operations accompanied by fluctuating accrual patterns. While net operating assets grew steadily throughout the period, the relationship between these assets and aggregate accruals shifted, indicating changes in the composition of earnings quality over time.
- Net Operating Assets (NOA)
- A sustained upward trend is observed in net operating assets, which increased from 425,594 thousand US dollars in 2019 to 810,877 thousand US dollars by the end of 2022. This represents a significant growth in the company's operating base over the four-year period, with the most substantial year-over-year increase occurring between 2021 and 2022.
- Balance-Sheet-Based Aggregate Accruals
- Aggregate accruals remained relatively stable between 2019 and 2021, moving from 102,170 thousand US dollars to 110,064 thousand US dollars. However, a sharp increase is noted in 2022, where accruals rose to 165,986 thousand US dollars. This late-period surge indicates a higher divergence between reported accounting earnings and actual cash flows during the final year of the analyzed period.
- Balance-Sheet-Based Accruals Ratio
- The accruals ratio exhibited a declining trend from 2019 to 2021, dropping from 27.28% to a low of 18.66%. This contraction suggests an improvement in the quality of earnings, as a smaller portion of the operating assets was attributed to accruals. This trend reversed in 2022, with the ratio climbing back to 22.80%, aligning with the spike in absolute aggregate accruals and suggesting a potential increase in the reliance on non-cash accounting entries relative to the asset base.
In summary, the period from 2019 to 2021 was characterized by asset growth that outpaced the growth of accruals, leading to a more favorable accruals ratio. The 2022 fiscal year, however, marks a deviation from this pattern, characterized by a simultaneous jump in both total accruals and the accruals ratio, which may necessitate further investigation into the underlying drivers of these non-cash components.
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Cash-Flow-Statement-Based Accruals Ratio
Paycom Software Inc., cash flow statement computation of aggregate accruals
US$ in thousands
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).
1 2022 Calculation
Cash-flow-statement-based accruals ratio = 100 × Cash-flow-statement-based aggregate accruals ÷ Avg. net operating assets
= 100 × -60,428 ÷ [(810,877 + 644,891) ÷ 2] = -8.30%
The analysis of financial reporting quality between 2019 and 2022 reveals a divergence between the consistent growth of the operating asset base and the volatile nature of aggregate accruals.
- Net Operating Assets Trend
- A steady upward trajectory is observed in net operating assets, which increased from 425.6 million USD in 2019 to 810.9 million USD by 2022. This continuous expansion indicates a growing scale of operations over the four-year period.
- Aggregate Accruals Performance
- Cash-flow-statement-based aggregate accruals exhibited significant instability. From a high of 175.9 million USD in 2019, the figure dropped to 34.1 million USD in 2020, rebounded to 134.3 million USD in 2021, and ultimately shifted to a negative value of -60.4 million USD in 2022. The transition to negative accruals in the final year indicates that cash flows from operations exceeded the accrual-based earnings for that period.
- Accruals Ratio Analysis
- The cash-flow-statement-based accruals ratio reflects this volatility, starting at 46.96% in 2019 and ending at -8.30% in 2022. The substantial decline and eventual reversal into negative territory suggest a shift in reporting quality. While high positive ratios can indicate a widening gap between reported earnings and actual cash flow, the negative ratio observed in 2022 suggests a higher quality of earnings relative to the net operating asset base.
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