Investment decision support based on financial data
Applicable Scenarios
- Financial report reading and analysis
- Company valuation calculation
- Portfolio evaluation
- Industry comparative analysis
Analysis Framework
Process: Industry analysis → Company analysis → Valuation analysis → Risk assessment
Core Indicators
Profitability
| Indicator | Formula | Good Standard |
|---|---|---|
| ROE | Net Income / Shareholders' Equity | > 15% |
| ROA | Net Income / Total Assets | > 8% |
| Gross Margin | Gross Profit / Revenue | Above industry average |
| Net Margin | Net Income / Revenue | Above industry average |
Valuation Indicators
| Indicator | Formula | Description |
|---|---|---|
| P/E | Stock Price / EPS | Price-to-Earnings ratio, the lower the cheaper |
| P/B | Stock Price / Net Asset Value per Share | Price-to-Book ratio |
| PEG | P/E / Earnings Growth Rate | < 1 may be undervalued |
| EV/EBITDA | Enterprise Value / EBITDA | Valuation considering debt |
Three Financial Statements
| Income Statement | Balance Sheet | Cash Flow Statement |
|---|---|---|
| Revenue - Cost = Gross Profit | Assets = Liabilities + Equity | Operating + Investing + Financing |
| Gross Profit - Expenses = Net Income | Current vs Non-current | = Net Cash Flow |
Best Practices
- Look at long-term trends - Look at at least 5 years of data
- Peer comparison - Compare indicators with competitors
- Qualitative analysis - Don't just look at numbers, understand the business model
- Margin of safety - Conservative valuation, leave room for error
- Diversification - Don't put all your eggs in one basket
Common Mistakes
| Mistake | Correct Approach |
|---|---|
| Buying just because P/E is low | Judge based on multiple indicators |
| Chasing hot stocks | Independently analyze fundamentals |
| Ignoring cash flow | Cash flow is more important than profit |
| Panicking over short-term fluctuations | Focus on long-term value |
Sharp Edges
SE-1: Value Trap
- Severity: critical
- Scenario: The stock looks cheap (low P/E, low P/B), but the stock price keeps falling
- Cause: The company's fundamentals are deteriorating, and "cheap" reflects the market's pessimistic expectations for the future
- Symptoms: P/E is 50%+ lower than peers, revenue has declined for consecutive periods, the industry is being disrupted, key customers are lost
- Solution: Check revenue trends (5 years), analyze the moat, assess industry prospects
SE-2: Over-reliance on a Single Indicator
- Severity: high
- Scenario: Making investment decisions based only on P/E or ROE
- Minimum Requirements: Profitability + Valuation Metrics + Cash Flow + Financial Health + Qualitative Analysis
SE-3: Holding Decisions Caused by Anchoring Effect
- Severity: high
- Scenario: Unwilling to sell at $80 because "I bought at $100"
- Solution: Ask yourself: "If I didn't own this stock now, would I buy it at the current price?"
SE-4: Confirmation Bias
- Severity: medium
- Scenario: Only looking at information that supports one's own view, ignoring negative news
- Solution: Actively search for "[company name] risk", list failure scenarios, review regularly
SE-5: Earnings Quality Trap
- Severity: high
- Scenario: Company has high net profit but it is actually unsustainable
- Red Flags: Operating cash flow << net profit, large amounts of non-recurring gains and losses, accounts receivable growth > revenue
- Check: Operating cash flow/net profit > 80%, accounts receivable growth <= revenue growth
DCF Valuation Model
Formula: Intrinsic value = Σ (future cash flow / (1 + discount rate)^n) + terminal value
Steps: Forecast FCF (5-10 years) → calculate terminal value → choose WACC → discount back to present value → divide by number of shares
Free Cash Flow: FCF = Operating Cash Flow - Capital Expenditure
Relative Valuation Method
Judgment Logic:
- P/E < industry average and ROE > industry average → possibly undervalued
- P/E > industry average and ROE < industry average → possibly overvalued
Note: Undervaluation does not mean you should buy; you need to understand the reasons behind it
Financial Report Red Flag Warnings
| Signal | Possible Problem |
|---|---|
| Revenue growth but cash flow decline | Accounts receivable problem |
| Inventory turnover ratio decline | Products not selling |
| Gross margin continues to decline | Intensified competition |
| Increase in days sales outstanding | Poor customer payment ability |
| Debt ratio rising rapidly | Increased financial risk |
| Frequent related-party transactions | Risk of tunneling |
DuPont Analysis
Formula: ROE = Net Profit Margin × Asset Turnover × Financial Leverage
Analysis Focus: Which factor contributes the most? Is high ROE driven by profitability or leverage?
For a detailed example, see
extended/examples.md
Industry Analysis Framework
Industry Life Cycle
- Introduction Stage: High-risk venture capital type
- Growth Stage: Growth stock investing (high P/E acceptable)
- Mature Stage: Value stock investing (stable dividends)
- Decline Stage: Avoid or special-situation investing
Porter's Five Forces
Assessment: threat of new entrants, supplier bargaining power, buyer bargaining power, threat of substitutes, existing competition
For a detailed assessment framework, see
extended/examples.md
Moat Analysis
| Type | Description | Example |
|---|---|---|
| Brand | Consumers are willing to pay a premium | Coca-Cola, Hermès |
| Switching Costs | High cost of switching products | SAP、Adobe |
| Network Effects | The more users, the higher the value | Facebook、Visa |
| Cost Advantage | Low-cost production | Walmart, TSMC |
| Intangible Assets | Patents, licenses | Pfizer, franchising |
See the detailed evaluation checklist at
extended/examples.md
Tool Recommendations
- Financial Report Lookup: Market Observation Post System, Yahoo Finance, Simply Wall St
- Valuation Tools: Excel DCF template, Finviz
- Research Reports: Brokerage research reports, Seeking Alpha
- Tracking Tools: TradingView、Stock Portfolio Tracker
Extended Resources
extended/templates.md- Investment checklist, financial report reading guide, quantitative screening criteriaextended/examples.md- DuPont analysis example, industry cycle chart, moat evaluation checklist
Disclaimer
This content is for educational reference only and does not constitute investment advice. Investing involves risk; please consult a professional advisor before making decisions.