> ## Documentation Index > Fetch the complete documentation index at: https://docs.chicago.global/llms.txt > Use this file to discover all available pages before exploring further. # Financial Statement Reconstruction > Repairing accounting distortions, decomposing ratios into operating causes, and establishing security identity before any forecast begins Reported statements are the evidentiary base for valuation. Accounting policy, estimation choices, consolidation boundaries and security structure must be reconciled before those figures can support an economic forecast. ## The Economic Question Palepu's four-stage sequence remains the cleanest order of operations: business strategy analysis, then accounting analysis, then financial analysis, then prospective analysis. The order is load-bearing. Industry economics tell the analyst which accounting choices matter. Accounting analysis repairs distortions. Financial analysis identifies the drivers. Only then does forecasting begin. At least three clean, aligned annual periods are required to establish direction. More history improves cycle awareness. A long series of incomparable periods can be less informative than three periods reconstructed on a common basis. ## First-Principles Derivation `Reported performance = economic performance + accounting classification + estimation noise` The task is to remove classifications that obscure the operating question, without pretending that every adjustment is fact. Each adjustment needs a source, a basis, a useful life or normalization rule, and a before-and-after reconciliation. ## The Adjustments That Matter Most Modern reporting already recognizes many lease liabilities and right-of-use assets. The adjustment therefore begins with the accounting standard and the reported treatment. Parallax does not blindly capitalize leases a second time. It seeks a consistent operating-profit, invested-capital and net-debt basis across the target and its peers. IFRS 16 generally separates depreciation of the right-of-use asset from interest on the lease liability. ASC 842 finance leases use a similar expense presentation. For these leases, avoid adding back rent or recognizing a lease asset or liability that is already reflected in the accounts. ASC 842 operating leases differ: a single lease cost remains in operating expenses even though a right-of-use asset and lease liability are recognized. Comparing their EBIT with IFRS reporters may therefore require an expense reclassification, without capitalizing the lease a second time. For older operating-lease accounting, where rent is in EBIT and no lease asset is recognized, an analytical capitalization can use: `Lease-adjusted EBIT = reported EBIT + rent expense − imputed depreciation of the capitalized lease` Apply any adjustment to the actual expense presentation, and reconcile the asset, liability, tax, cash-flow and enterprise-value treatment together. Balance-sheet recognition alone does not establish that EBIT is comparable. Source: [IFRS Foundation, IFRS 16 Effects Analysis, Section 8](https://www.ifrs.org/-/media/project/leases/ifrs/published-documents/ifrs16-effects-analysis.pdf). When R\&D creates benefits beyond the current period, immediate expensing can understate both operating profit and [invested capital](/glossary/invested-capital) during expansion. A transparent adjustment capitalizes historical R\&D over an industry-appropriate life and amortizes the resulting research asset. `Adjusted EBIT = reported EBIT + capitalizable R&D − research-asset amortization` Only the portion of spend that creates benefits beyond the current period belongs in the adjustment. Research that maintains an existing product is a period cost, and treating the whole line as capitalizable overstates both operating profit and the capital base. `Adjusted invested capital = reported invested capital + unamortized research asset` A release of inventory or a stretch in payables can create cash while weakening the franchise. Sustainable working capital follows operating volume and bargaining power. A one-time liquidation of working capital belongs in the bridge, not in the continuing margin. ## Ratio Decomposition and Earnings Quality Ratios become useful when they are decomposed into operating causes. Return on equity can rise because margins improve, assets turn faster or leverage increases. Only the first two describe an operating improvement. The third increases the sensitivity of equity to both success and failure. `Return on equity = net margin × asset turnover × financial leverage` [`Return on invested capital`](/glossary/return-on-invested-capital) `= `[`NOPAT`](/glossary/nopat)` margin × invested-capital turnover` Earnings quality asks how much of reported profit is repeatable, cash-backed and generated inside the operating perimeter. The analysis separates recurring operating profit from asset sales, remeasurement gains, litigation, restructuring and other transitory items. It then compares profit with cash conversion, working-capital behavior and the investment required to sustain the result. `Accrual signal = accounting earnings − operating cash flow` A positive accrual signal is not automatically aggressive accounting. Growing businesses often invest in receivables and inventory. The relevant question is whether the accrual is explained by operating growth and whether it later converts to cash. ## The Integrated Forecast A defensible forecast moves through all three statements. Revenue and operating assumptions determine profit. Profit, investment and financing assumptions determine the balance sheet. The balance sheet determines working-capital cash flow, capital needs, interest and the equity denominator. Cash flow then closes the financing requirement. | Stage | What it must connect to | | -------------------- | --------------------------------------------------------------------------------------- | | **Revenue** | Volume, price, customer count, capacity or another observable business driver | | **Operating profit** | Gross margin and operating costs linked to scale, mix and competitive conditions | | **Investment** | Receivables, inventory, payables and fixed assets derived from the growth plan | | **Financing** | Debt, interest, cash, dividends, repurchases, issuance and dilution reconciled | | **Cash** | Ending cash balance and funding requirement agreeing across balance sheet and cash flow | If projected sales rise while the assets and working capital needed to produce them do not, the forecast contains an unfunded growth assumption. If debt falls without free cash flow or equity issuance, it contains an unfunded deleveraging assumption. The statements must tell one economic story. ## Reporting Perimeter and Security Identity Alibaba illustrates why the accounting perimeter matters as much as headline earnings. Commerce, cloud, logistics, local services and equity-accounted investments do not carry identical margins or capital needs. A forecast built from consolidated net income can confuse operating improvement with investment gains, disposals or accounting remeasurement. Segment revenue, segment operating profit and cash reinvestment provide a more stable starting point. The same company trades through both ordinary shares and depositary shares. As of May 2026, each ADS represented eight ordinary shares. The operating forecast can be entirely correct while value per listed share is wrong if the conversion ratio is omitted. Sources: Alibaba annual filings and the security description filed for the year ended 31 March 2026. ## Interpretation Note Changes in cash from operations can reflect collection timing, supplier payments, inventory movements or tax payments. Assess whether improved cash conversion is sustainable across reporting periods. ## How to Assess the Result * Reconcile revenue, operating profit, cash from operations and capital expenditure across the same perimeter. * Compare receivable, inventory and payable days with the company's own history and an economically relevant peer set. * Check whether stock-based compensation is a real recurring labor cost and whether dilution offsets the apparent cash benefit. * Confirm that lease, pension and supplier-finance obligations are treated consistently in [enterprise value](/glossary/enterprise-value) and cash flow. ## When to Reassess An accounting adjustment fails when its assumed useful life, operating classification or cash consequence cannot be reconciled to disclosures. A research asset with a five-year life is not a fact. It is an analytical convention that must be stress-tested against product cycles, patent lives, project attrition and disclosed impairment. ## How Parallax Applies This Parallax builds forecasts from aligned annual periods, separates operating and financing items, reconciles working capital to the operating history, and carries a dated share denominator through the enterprise-to-equity bridge. When the evidence supports only a proxy, the proxy is labelled and cannot silently become an intrinsic valuation input. **Research finding.** Describes exposures and statistical relationships, not returns or performance. Not investment advice. The information and opinions in this report were prepared or are disseminated by **Chicago Global Capital Pte Ltd**, regulated by the **Monetary Authority of Singapore**. This report is **not intended to, and does not, constitute an offer or solicitation** to buy and sell securities or engage in any investment activity. This report is for **informational purposes only**. Statements in this report are not made with respect to any particular investor or type of investor. Securities, financial instruments, or strategies mentioned herein may not be suitable for all investors, and this material is not intended for any specific investor and does not take into account an investor's particular investment objectives, financial situations, or needs. Chicago Global Capital recommends that investors **independently evaluate particular investments and strategies**. Why growth only creates value when incremental returns exceed the cost of capital. How statement alignment and reconstruction are automated across the coverage universe.