Describe cash flow patterns for different firm life cycles
Introduction/Startup: CFO is usually negative or small (revenues are limited, margins thin, and working capital build with inventory and receivables take cash), CFI is negative (heavy outlay to build capacity like PP&E and product development) and CFF is positive (have to raise equity/debt to fund operating deficit and capex). Growth: CFO is rising and turning positive (as scale improves and margins expand), CFI is negative (continuing capacity investment to support demand), and CFF positive to flat (external financing still needed depending on growth plan). Maturity: CFO peaks or stabilizes high (strong, recurring operating cash generation), CFI is moderate or less negative (fewer expansion projects, capex tilts towards maintenance), and CFF is negative (less need for outside funds, companies return cash through debt paydown, dividends, or buybacks). Decline: CFO falls (shrinking revenues/margins reduce cash generation), CFI less negative or even positive (firms sell assets and slow capex), and CFF negative (cash distributed to capital providers as opportunities wane)
What is contained in supplemental cash flow statement disclosures?
Supplemental cash flow statement disclosures include: (1) Cash paid for interest and cash paid for income taxes - firms must separately disclose the actual cash paid for interest and for income taxes during the period. (2) Schedule of all noncash investing and financing activities - significant investing/financing transactions that do not involve cash, like stocks, bonds, or leases in exchange for PP&E. (3) Cash policy for cash equivalents - firms must disclose their policy for which highly liquid, short-term investments they classify as cash equivalents.
What does the depreciation to capex ratio tell you?
The depreciation/capex ratio is a reinvestment gauge. If ratio > 1: under-investment/harvest mode, capacity may stagnate or decline. If ratio = 1: reinvestment keeps pace with wear and tear, maintenance mode, typical of steady mature firms. If ratio < 1: growth investment, capex exceeds current depreciation, consistent with intro/growth stages.
What does the operating cash flow to current liabilities ratio tell you?
Operating cash flow to current liabilities = Net cash flow from operating activities / avg current liabilities. It’s a liquidity ratio showing how much operating cash the firm generates relative to short-term obligations. If > 1: stronger short-term coverage, better positioned to liquidate current liabilities. If = 0.5: around large company average (S&P 500 median ~0.46), adequate but not stellar. If < 1: tighter liquidity, should investigate whether structural or temporary.
What does the operating cash flow to capex ratio tell you?
OCF to Capex = Net cash flow from operating activities / capital expenditures. If > 1: operations generating more cash than needed for reinvestment, sign of financial strength, capacity to fund maintenance/growth and have cash for debt paydowns or distributions. If = 1: operating cash roughly covers capex, maintenance mode. If < 1: reinvestment needs exceed operating cash, must tap financing or draw down cash, normal in high growth phases. If OCF > Capex then have positive UFCF.
Explain why accruals magnitudes are used as a measure of earnings quality
Accruals = Accounting earnings - Cash earnings, typically Net Income - CFO. Big wedges mean more of current earnings is non-cash. The wedge is predictive: cash components persist more than accruals. Big accruals can be a red flag due to: (1) Mechanical reversal risk - many accruals reverse by construction, (2) Earnings management channel - high positive accruals can reflect accrual-based earnings management like revenue timing and optimistic allowances that later reverse, (3) Risk interpretation - accruals are less persistent and more volatile, linked with higher perceived risk.
Why do high (low) accruals predict declines (improvements) in ROA or RNOA? How might you measure whether a firm has high or low accruals?
Earnings = cash component + accrual component. The cash piece is more persistent; the accrual piece is less persistent and tends to reverse. High Accruals → later ROA/RNOA declines due to: earnings management followed by reversals, sales growth with diminishing marginal returns, transitory non-cash gains. Low accruals → later improvement due to: conservatism, transitory non-cash charges, turnaround/rehabilitation. When net operating assets grow rapidly (high accruals), subsequently RNOA falls; when NOA growth is subdued (low accruals), subsequent RNOA improves. Measure: Top deciles / ≥P75–P90 = High accruals, Bottom deciles / ≤P10–P25 = Low accruals.
What are two ways to measure aggregate accruals, and what are these two measures’ upsides and downsides?
(1) Sloan style accruals = (Net Income - CFO)/(Total Assets from period before). Upside: clear link to persistence tests, not distorted by AOCI. Downside: not fully comprehensive, omits operating items routed through investing section. (2) Balance sheet accruals = (change in net operating assets / operating assets from period before). Upside: more comprehensive, includes operating items in investing section, tight connection to RNOA dynamics. Downside: contamination from noncash investing and financing activities, AOCI changes can move NOA.
What are examples of accrual reversals?
When earnings are overstated → future understatement: (1) Understated bad debt allowance now → later higher bad debt expense, (2) Overlong useful lives now → later impairment charge, (3) Understated DTA valuation now → later DTA write-down, (4) Accelerated/overstated revenue now → less revenue in future. When earnings are understated (big bath) → future overstatement: (1) Short useful lives now → no depreciation later, (2) Overstated impairments now → lower future depreciation/amortization, (3) Overstated valuation allowance now → later allowance release, (4) Restructuring big bath now → reversal in future periods.
Why might accounting deemed to be conservative in one period produce earnings that are inflated in future periods?
Conservative accounting today creates accruals that mechanically reverse upward later. When managers understate current earnings (big bath, overly short lives, oversized reserves, impairments), they lower future expenses or set up reserves that will be released, so later periods look too good. Conservative period = front load losses/expenses or write assets down → future periods have less expense (or get reserve releases) → inflated later earnings.
In terms of (pre-managed) earnings relative to analyst expectations, what three scenarios predict upward and downward earnings management?
Scenario 1: earnings well below expectations → downward earnings management (take a bath now with oversize restructuring charges, impairments, allowances). Scenario 2: earnings just below expectations → upward earnings management (meet/beat incentive, push accruals or use real EM to nudge EPS over threshold). Scenario 3: earnings well above expectations → downward earnings management (smooth by tucking good news away, build reserves to avoid setting unsustainably high bar).
What are examples of real earnings management?
(1) Defer discretionary spending: R&D, marketing, maintenance to lift current EPS (boosts margin now but hurts growth/brand). (2) LIFO liquidation via purchase deferral: hold off inventory purchases so older, cheaper layers flow to COGS, temporarily raising gross margin. (3) Price discounting/channel push: pull sales forward to meet/beat this quarter at cost of lower margin and weaker demand next period. (4) Overproduction: spread fixed manufacturing costs over more units, lowers COGS per unit and boosts margins now, often leaving excess inventory that risks later write-downs.
What is the evidence for circumstances where firms are more or less likely to manage earnings?
MORE likely: (1) Near key thresholds (meet/beat), (2) Debt covenant pressure, (3) High growth expectations/torpedo risk, (4) Manager compensation & equity incentives, (5) Capital market transactions (IPO/SEO, bond offerings), (6) M&A situations (before stock-financed acquisitions), (7) Executive turnover/early CEO tenure. LESS likely: (1) Higher detection and enforcement risk (auditor challenge, shareholder litigation, SEC enforcement), (2) Accrual reversals are salient, (3) Post Enron/SOX environment (regulation tightened, accrual magnitudes shrank).
Explain the relationship between the optimal Beneish M-score cutoff and the ratio of model error costs. Why is this cost ratio likely to be much greater than 1?
Beneish M-Score flags possible manipulators. Two mistakes: False negative (FN) - real manipulator not flagged; False positive (FP) - clean firm flagged. Optimal cutoff minimizes expected error cost. The FN:FP cost ratio is >1 (typically 20:1 to 40:1) because: (1) Manipulators are rare (~0.69%), (2) FP means do more diligence/drop the screen (low direct cost), (3) FN can lead to big losses and legal/reputation risk. Because FNs are so costly, optimal cutoff favors catching manipulators even if that means more FPs.
What is operating leverage and how might you factor it into your forecasting?
Operating leverage is how sensitive operating profit is to sales changes because of fixed costs in COGS/SG&A. When sales rise, fixed costs spread over larger base (economies of scale), lifting margins; when sales fall, sticky costs don’t drop as fast, so margins compress. Factor into forecasts: (1) Review historical COGS% and SG&A% of sales, (2) When expecting sales growth, allow SG&A% to drift lower to reflect economies of scale, (3) When expecting sales decline, don’t cut SG&A% symmetrically, acknowledge sticky costs, (4) Do scenario analysis to show how different sales paths flow through margin.
What are the three factors determining how intercorporate investments are accounted for, and what are the income statement, balance sheet, and cash flow statement consequences of each type of accounting?
Three factors: Level of influence/control driven by ownership % and/or contractual rights. (1) Little/no influence (<~20%) → Fair value method: IS - dividends and realized/unrealized gains/losses in other income; BS - investment at fair value; CS - dividends = operating inflows, purchases/sales = investing. (2) Significant influence (~20-50%) → Equity method: IS - recognize % share of investee’s net income; BS - investment = % share of investee equity, dividends reduce investment; CS - dividends = operating inflows, purchases/sales = investing. (3) Control (>~50%) → Consolidation: IS - combine investor and investee line by line; BS - combine line by line; CS - combine cash flows retaining original classification.
What are the three components of the hierarchy for determining fair value of investments on a firm’s balance sheet?
Level 1: Quoted price in active markets for the same instrument (best evidence). Level 2: Observable inputs other than Level 1 (e.g., quoted prices for similar securities, or model-based valuations where all significant inputs come from market data like yield curves or credit spreads). Level 3: Unobservable inputs (little/no market activity); management models like DCF or market multiples for private/illiquid holdings.
How does equity method accounting possibly distort measurement of net operating margins, net operating asset turnover, and financial leverage?
Net operating profit margin (NOPAM = NOPAT/Sales): Include share of investee’s earnings in NOPAT but not investee’s sales in denominator → margins look too high (overstated). Net operating asset turnover (NOAT = Sales / Avg. NOA): Investee sales excluded from numerator and investee’s operating assets/liabilities missing from NOA → can go either way (indeterminate). Financial Leverage (FLEV = Net non-operating obligations / Avg. equity): Investee’s liabilities not on balance sheet → non-operating obligations understated, FLEV understated relative to consolidation.
What are the main motivations for firms to offer equity-based compensation?
(1) Align incentives with shareholders: get employees to act as shareholders, often tying awards to sales, income, or stock-based compensation. (2) Motivate performance: stock awards used to motivate employees to work hard and make decisions that improve company performance. (3) Retain talent / promote longevity: equity typically vests over time, so people have stronger incentives to stay through the vesting period.
Where and why does share-based compensation show up on the cash flow statement?
Share-based compensation (SBC) shows up in Operating activities section under indirect reconciliation. SBC is added back to net income (like depreciation) because: SBC is expensed on the income statement but no cash goes out when the expense is recognized (grant/vesting), so under the indirect method you add it back to get from accrual earnings to cash from operations. Companies often repurchase shares to offset dilution from SBC - that buyback is a cash outflow in the Financing section (treasury stock purchases).
On what date is the fair value of share-based compensation determined?
At the grant date. Companies estimate the fair value when the award is granted and then recognize that fair value over the vesting period. For RSUs/restricted stock, the fair value is the share price on the date of the award (grant date); for options, it’s the option pricing model value at the grant date.
What are the two ways analysts incorporate the cost of share-based compensation in their forecasts?
(1) Keep SBC as a real operating cost (GAAP-consistent): Forecast SBC in COGS/SG&A each year (reduces EBIT/EBITDA/NOPAT), add SBC back in operations because non-cash, model expected treasury stock repurchases in Financing or let diluted shares drift up. Valuation impact: lowers operating profit today, either fewer buybacks needed or more dilution. (2) Present non-GAAP operating view but charge cash economics: Remove SBC from opex (show ex-SBC EBIT/EBITDA/NOPAT), explicitly model cost of replacing shares through buybacks (treat cash spend as economic cost) or let share count rise and accept lower EPS/ownership dilution. Valuation: higher operating profit (ex-SBC) but subtract real cash for buybacks or accept dilution.
