Reading 36
MODULE 36.1: REPORTING QUALITY
Compare financial reporting quality with the quality of reported results (including quality of earnings, cash flow, and balance sheet items).
Financial reporting quality = characteristics of the statements themselves. Primary criterion: adherence to GAAP. But GAAP allows choices/estimates → compliance alone isn't sufficient.
High-quality reporting is decision useful:
- Relevance — useful for decisions; material.
- Faithful representation — completeness, neutrality, freedom from error.
Quality of reported earnings (separate issue) = sustainability + level. Sustainable earnings (efficiency, market share) > non-sustainable (FX gains, asset sales). High level required to sustain operations and provide investor returns. Inadequate accrued liabilities or overstated assets bring sustainability into question.
A firm can have high reporting quality but low earnings quality (compliant, faithful, but earnings non-sustainable).
財報品質＝財報本身的特性。基本標準是符合 GAAP，但 GAAP 留有選擇空間 → 合規不等於高品質。
高品質＝決策有用：相關（material）＋忠實表達（完整、中立、無錯誤）。
盈餘品質＝可持續性＋水準。持續性高（效率提升、市佔擴大）vs 一次性（匯兌、賣資產）。水準須足以維持營運與股東回報。應計負債不足、資產高估 → 都拉低盈餘品質。
財報品質高 ≠ 盈餘品質高（可能合規、忠實但盈餘不可持續）。
Describe a spectrum for assessing financial reporting quality.
From best to worst:
- GAAP-compliant + decision useful; earnings sustainable and adequate.
- GAAP-compliant + decision useful; earnings quality low.
- GAAP-compliant; earnings quality low; choices/estimates biased.
- GAAP-compliant; earnings actively managed.
- Not GAAP-compliant; numbers reflect actual economic activity.
- Not GAAP-compliant; numbers fictitious or fraudulent.
從高到低六級：合規＋盈餘佳 → 合規但盈餘弱 → 合規但偏誤 → 合規但操弄 → 不合規但反映真實 → 不合規且造假。
Explain the difference between conservative and aggressive accounting.
Ideal: neutral/unbiased. Within GAAP:
- Conservative — decrease current-period earnings/financial position. Tends to increase future earnings.
- Aggressive — increase current earnings/financial position. Tends to decrease future earnings.
Both biases sometimes used to smooth earnings (less volatility → higher share value). "Cookie jar" — deferring earnings via conservative bias for later opportunistic release.
| Aggressive | Conservative |
|---|---|
| Capitalizing current period costs | Expensing current period costs |
| Longer estimated useful lives | Shorter useful lives |
| Higher salvage values | Lower salvage values |
| Straight-line depreciation | Accelerated depreciation |
| Delayed impairment recognition | Early impairment recognition |
| Less bad-debt reserve | More bad-debt reserve |
| Smaller valuation allowances on DTAs | Larger valuation allowances on DTAs |
Bias can also be in presentation: transparent vs minimal disclosure (emphasizing positives, obscuring negatives).
Conservative ≠ "good"; both deviate from neutrality. GAAP itself can be conservative (research expensed, write-downs but no write-ups under U.S. GAAP, accrual standards for liabilities stricter). Benefits of conservative bias: litigation defense, lower current tax, protecting less-informed stakeholders.
理想：中立。保守＝降本期盈餘／財務狀況；激進＝抬升本期。兩者常被用來平滑盈餘。「餅乾罐 cookie jar」＝先用保守把盈餘藏起來，往後拿出來用。
圖 36.1 對照：資本化／費用化、壽命長短、殘值高低、SL／加速、減損早晚、呆帳估列少多、DTA 備抵小大。也可能存在於揭露層級（透明 vs 最小化）。
保守＞激進的迷思要避免；都不是中立。GAAP 本身就帶保守色彩（研究費用化、無寫上、負債認列門檻較低）。好處：降訴訟風險、降稅、保護資訊不對稱方。
Describe motivations that might cause management to issue financial reports that are not high quality and conditions that are conducive to issuing low-quality, or even fraudulent, financial reports.
Motivations to overreport (aggressive): meet/beat EPS benchmarks vs guidance, analyst consensus, or prior year; career considerations; incentive compensation; credibility; avoiding debt-covenant violations (especially for highly leveraged firms).
Motivations to underreport (conservative): smooth earnings into future periods.
Three factors in low-quality reporting: motivation, opportunity, rationalization (fraud triangle).
- Weak internal controls
- Inadequate board oversight
- Accounting standards offering wide treatment ranges or weak penalties
低品質的三角：動機、機會、合理化。動機常見：達 EPS 預期（自家 guidance／分析師 consensus／去年）、職涯／獎金、市場信譽、避免違反債務契約（高槓桿尤其）。
條件：內控弱、董事會監督差、會計準則範圍寬／罰則輕。
Describe mechanisms that discipline financial reporting quality and the potential limitations of those mechanisms.
National regulators (SEC, FCA, ESMA via EU coordination, IOSCO global). Typical requirements: registration process for new securities; periodic disclosures with notes; independent audit; management commentary; signed statement by preparer; review processes.
Enforcement: fines, suspension, public disclosure, criminal prosecution. U.S. additionally: management assessment of internal control effectiveness.
Limitations: A clean ("unqualified") audit opinion offers only reasonable assurance — not a guarantee — and the auditor is selected and paid by the audited firm.
Private contracts (e.g., loan covenants) provide additional discipline because counterparties want high-quality reporting.
監管機制：SEC、FCA、ESMA、IOSCO。要求：新證券註冊、期報＋附註、獨立審計、管理層聲明、簽署人、覆核程序。處罰：罰款、停牌、公開揭露、刑事追訴。美：管理層也要評估內控有效性。
限制：「無保留意見」只是合理保證、非絕對；審計師由公司挑選與付費，獨立性可疑。私契約（債務契約）也提供額外紀律。
Describe presentation choices, including non-GAAP measures, that could be used to influence an analyst's opinion.
Non-GAAP measures typically exclude items to make performance look better (one-time costs, non-cash charges, "for comparability"). U.S. requirements:
- Display most comparable GAAP measure with equal prominence
- Management explanation of usefulness
- Reconciliation to comparable GAAP measure
- Disclose other purposes for use
- Include recurring items even if treated as nonrecurring elsewhere
IFRS: define and explain relevance; reconcile to comparable IFRS measure.
Non-GAAP 指標常排除「一次性」「非現金」項目，讓業績看更好。美規：要同樣顯眼列 GAAP、解釋為何重要、對帳、揭露其他用途、即使列為一次性但會再發生的項目仍須包括。IFRS 規：定義並說明相關性、對帳到 IFRS 指標。
- A. financial reporting only.
- B. both earnings and financial reporting.
- C. neither earnings nor financial reporting.
- A. unsustainable earnings.
- B. biased accounting choices.
- C. departures from accounting principles.
- A. neutral.
- B. aggressive.
- C. conservative.
- A. Reduce tax obligations.
- B. Meet analyst expectations.
- C. Remain in compliance with bond covenants.
- A. motivation.
- B. opportunity.
- C. rationalization.
- A. detecting fraud is not the objective of audits.
- B. public firms are not required to obtain audit opinions.
- C. auditors may only issue a qualified or unqualified opinion but do not explain why.
- A. provide the same measure for at least two prior periods.
- B. explain the reasons for presenting the nonstandard measure.
- C. reconcile the nonstandard measure to a comparable standard measure.
MODULE 36.2: ACCOUNTING CHOICES AND ESTIMATES
Describe accounting methods (choices and estimates) that could be used to manage earnings, cash flow, and balance sheet items.
Revenue Recognition
- Shipping terms: FOB shipping point → revenue recognized earlier vs FOB destination.
- Channel stuffing: overloading distribution channels to recognize revenue early.
- Bill-and-hold: customer invoiced, goods kept at firm. Fictitious bill-and-hold can boost current revenue.
- Accelerating shipments via discounts or special financing.
- Delaying shipments to defer revenue to a future period.
Estimates of Credit Losses
Decreasing allowance for bad debt: ↑ net A/R, ↓ expense, ↑ NI. Increase has opposite effect. Underestimation boosts current NI but creates higher expenses when actual write-offs come.
Allowances for bad debt and warranty expense can be used to smooth earnings (raise in good periods, lower in bad periods).
Valuation Allowance (DTA)
↑ valuation allowance → ↓ net DTA, ↓ NI; ↓ allowance → ↑ NI. Same smoothing pattern.
Depreciation Methods & Estimates
Accelerated vs SL: accelerated lowers early-year NI and book value. Longer useful life or higher salvage value → lower depreciation, higher NI. If salvage value > actual sale price → loss on disposal hits NI.
Amortization & Impairment
Similar to depreciation. Goodwill not amortized; ignoring or delaying impairment boosts current NI.
Inventory Method
FIFO vs weighted-average (LIFO not allowed under IFRS):
- Rising prices: FIFO → lower COGS, higher GP, higher inventory.
- Falling prices: opposite.
- FIFO inventory closer to current cost (better B/S); WA COGS closer to current cost (better I/S gross profit reflects economic reality).
Related-Party Transactions
Private company controlled by management can be used to shift profits to/from the public company by adjusting transfer prices.
Capitalization
Capitalizing creates a B/S asset, spreading expense over years → boosts current NI. Capitalizing $1.5M marketing over 3 yrs: expense Y1 $0.5M (not $1.5M) → +$1M pretax in Y1. Capitalizing also reclassifies cash flow as CFI outflow, boosting CFO. Capitalized interest similar effect.
Other Cash Flow Effects
Stretching payables: delaying supplier payments → ↑ CFO this period (no I/S effect). IFRS flexibility on interest/dividend classification (CFO vs CFI/CFF) creates additional levers.
收入認列：FOB 起運 vs 目的地（起運較早認列）；channel stuffing（強塞通路）；bill-and-hold（先帳後存）；折扣／融資加速出貨；延後出貨。
呆帳估列：降低備抵→淨應收升、費用降、NI 升；可用於平滑。低估呆帳會在未來實際發生時補列。保固備抵亦同。
DTA 評價備抵：同樣可成為平滑工具。
折舊：加速 vs SL、壽命長短、殘值高低。殘值高估＝後期出售時認損失。
攤銷／減損：同折舊；商譽不攤但可拖延減損。
存貨：FIFO 與加權平均（IFRS 禁 LIFO）。漲價時 FIFO COGS 低、毛利高、存貨高；FIFO B/S 較準、WA I/S 較準。
關聯方交易：透過私人公司調整轉讓價來移轉利潤。
資本化：把當期費用變資產，本期 NI 高、後期攤；現金流變 CFI 流出→CFO 提高。利息資本化同。
拖延付款（stretching payables）：CFO 本期升、I/S 無影響。IFRS 對利息／股利可選 CFO/CFI/CFF。
MODULE 36.3: WARNING SIGNS
Describe accounting warning signs and methods for detecting manipulation of information in financial reports.
Revenue Recognition
- Changes in revenue recognition methods
- Use of bill-and-hold or barter transactions
- Rebate programs requiring estimation of net revenue impact
- Lack of transparency in revenue components
- Revenue growth out of line with peers
- Decreasing receivables turnover (or increasing DSO)
- Decreasing total asset turnover (esp. growth-by-acquisition firms)
- Including nonoperating items or one-time sales in revenue
Inventories
- Declining inventory turnover
- LIFO liquidations (U.S. GAAP) → drawing down LIFO inventory releases old, low costs into COGS
Capitalization
- Firm capitalizes costs that peers do not
Cash Flow vs Income
- CFO / NI ratio persistently < 1 or declining over time
Other Warning Signs
- Depreciation methods/useful lives/salvage values out of line with peers
- Fourth-quarter earnings pattern (high or low) not explained by seasonality
- Significant related-party transactions
- "Nonrecurring" expenses appearing regularly
- Gross/operating margins noticeably higher than peers
- Minimal disclosure
- Heavy emphasis on non-GAAP measures, aggressive "special" designations
- Growth through many acquisitions (opportunities to manipulate values)
Analysts should consider restating prior earnings when large restructuring or impairment charges hit — those charges are partial corrections of prior overstatements; spreading them backward gives a clearer trend.
收入警訊：方法變更、bill-and-hold／barter、回扣需估算、揭露不透明、營收成長超同業、AR 周轉降（DSO 升）、資產周轉降（併購型尤甚）、非營業／一次性入營收。
存貨警訊：周轉下降；LIFO liquidation（美國）。
資本化警訊：同業不資本化只你資本化。
現金 vs 損益：CFO/NI 持續 < 1 或趨降。
其他：折舊與同業差異、Q4 異常、關聯方交易、「一次性」常態化、毛利率特高、揭露少、強調非 GAAP、靠併購成長。
大額重整／減損時可考慮回溯重編前期盈餘以呈現真實趨勢。
- A. overstate revenues.
- B. understate liabilities.
- C. understate expenses.
- A. increase in receivables turnover.
- B. increase in days of sales outstanding.
- C. increase in days of payables.
Reporting quality = GAAP compliance + relevance + faithful representation. Earnings quality = level + sustainability. Can be high reporting / low earnings.
Spectrum: GAAP+sustainable → GAAP/low earnings → biased → managed → non-compliant but real → fraudulent.
Conservative ↓ current NI, ↑ future; aggressive ↑ current NI, ↓ future. Both biased. "Cookie jar" uses conservative bias to defer earnings.
Fraud triangle: motivation + opportunity + rationalization. Opportunities: weak controls, poor board oversight, wide GAAP latitude.
Mechanisms: regulators, audits, private contracts. Clean opinion ≠ guarantee; auditor independence limited by selection/payment.
Non-GAAP measures: must reconcile to comparable GAAP measure (and explain relevance / show with equal prominence under U.S. rules).
Tools to manage earnings: revenue timing (FOB, channel stuffing, bill-and-hold), bad-debt/warranty reserves, DTA valuation allowance, depreciation choices, inventory method, capitalization, related-party transactions, stretching payables.
Warning signs: revenue out of line with peers; declining turnovers; bill-and-hold/barter/related-party transactions; CFO/NI < 1; unusual capitalization or depreciation choices; Q4 patterns; recurring "nonrecurring" items; emphasis on non-GAAP; minimal disclosure.
36.a-c：財報品質 vs 盈餘品質可不同；六級頻譜；保守 vs 激進皆偏誤；cookie jar 平滑。
36.d-f：動機＋機會＋合理化；監管／審計／私契約。Non-GAAP 須對帳。
36.g-h：操縱工具與警訊（FOB／channel stuffing／bill-and-hold；備抵；折舊；存貨；資本化；關聯方；payables；CFO/NI；Q4；持續性「一次性」項目）。