8.5

Equity Research and Stock Selection

Equity research and stock selection form the backbone of an investment adviser’s recommendation process. This sub‑topic explains how analysts evaluate companies, apply valuation techniques, and screen stocks for client portfolios. Mastery of these concepts is essential for answering NISM questions on research methodology, valuation formulas, and SEBI compliance. The material also links directly to portfolio construction and risk management sections of the exam.

Learning Objectives

  • 1Describe the equity research process and its components.
  • 2Apply fundamental and technical analysis tools to assess a stock.
  • 3Calculate key valuation ratios such as P/E, Dividend Yield and CAGR.
  • 4Identify SEBI regulations governing research reports and disclosures.

Understanding Equity Research

Equity research is the systematic study of a listed company’s financial health, business model, industry dynamics and future prospects. Analysts gather data from annual reports, earnings calls, regulatory filings and macro‑economic sources to form an opinion on the stock’s intrinsic value.

The research process typically follows four steps: (1) data collection, (2) financial analysis, (3) valuation, and (4) recommendation (Buy/Hold/Sell). Each step must be documented in a research report that complies with SEBI (Research Analysts) Regulations, 2014.

For the NISM exam, questions often test your knowledge of the sequence of these steps, the mandatory disclosures in a report, and the difference between a research report and an advisory recommendation.

  • Data collection – sources include company filings, Bloomberg, and RBI statistics.
  • Financial analysis – ratio analysis, trend analysis, and cash‑flow assessment.
  • Valuation – use of DCF, multiples, or dividend models.
  • Recommendation – supported by risk factors and target price.
ℹ️Common Exam Trap

Students often confuse a research report with an advisory recommendation. Remember: a research report presents an unbiased analysis, while an advisory recommendation adds a suitability judgment for a specific client.

Fundamental Analysis Framework

Fundamental analysis examines a company’s financial statements to estimate its true worth. The three core statements – Balance Sheet, Income Statement and Cash Flow Statement – provide insight into profitability, liquidity, and cash generation.

Key ratios used by Indian advisers include Earnings Per Share (EPS), Price‑Earnings (P/E) ratio, Return on Equity (ROE), Debt‑to‑Equity, and Dividend Yield. These ratios help compare firms within the same sector and assess whether a stock is over‑ or under‑priced.

Valuation methods taught in the NISM syllabus are (i) Discounted Cash Flow (DCF), (ii) Relative Valuation using multiples such as P/E or EV/EBITDA, and (iii) Dividend Discount Model (DDM). Knowing when to apply each method and the underlying assumptions is frequently tested.

  • DCF – suitable for companies with predictable cash flows.
  • Multiples – quick comparison against peers.
  • DDM – best for dividend‑paying firms with stable payout ratios.

Comparison of Common Valuation Methods

MethodKey InputIdeal ForPrimary Limitation
Discounted Cash Flow (DCF)Projected free cash flows & discount rateCompanies with stable cash flowsSensitive to forecast errors
Price‑Earnings (P/E) MultipleCurrent EPS & market priceMature firms with consistent earningsIgnores balance‑sheet strength
Dividend Discount Model (DDM)Expected dividends & required returnHigh‑payout, low‑growth firmsNot useful for non‑dividend payers
Formula: Price‑Earnings (P/E) Ratio
Market Price per ShareEarnings per Share\frac{\text{Market Price per Share}}{\text{Earnings per Share}}

Where:

Market Price per Share= Current trading price of one share in rupees
Earnings per Share= Net profit attributable to shareholders divided by total shares outstanding

Worked Example

Given a share price of ₹150 and EPS of ₹12: Step 1: P/E = 150 ÷ 12 Step 2: P/E = 12.5 Verification: 150 ÷ 12 = 12.5.

Formula: Dividend Yield
Annual Dividend per ShareMarket Price per Share×100\frac{\text{Annual Dividend per Share}}{\text{Market Price per Share}} \times 100

Where:

Annual Dividend per Share= Total cash dividend declared for the year per share in rupees
Market Price per Share= Current trading price of one share in rupees

Worked Example

If a company pays ₹8 dividend annually and its share trades at ₹200: Step 1: Yield = (8 ÷ 200) × 100 Step 2: Yield = 4% Verification: (8 ÷ 200) × 100 = 4%.

Technical Analysis Basics

Technical analysis focuses on price and volume patterns to predict short‑term movements. Analysts use charts such as line, bar and candlestick to identify trends, support and resistance levels.

Common indicators include Moving Averages (MA), Relative Strength Index (RSI) and Bollinger Bands. While these tools are popular among traders, the NISM syllabus emphasizes that technical analysis alone cannot replace fundamental valuation for long‑term advisory.

Exam questions may ask you to interpret a simple moving average crossover or to state the significance of a breakout above a resistance level. Remember, the regulatory view treats technical signals as supplementary, not primary, for investment advice.

  • MA Crossover – bullish when short‑term MA crosses above long‑term MA.
  • RSI >70 – indicates overbought condition.
⚠️Over‑reliance on Technical Signals

Relying solely on chart patterns can lead to mis‑pricing errors. The exam expects you to combine technical cues with fundamental insights before forming a recommendation.

Stock Selection Process

After valuation, advisers screen stocks using a weighted scoring model. Typical criteria include valuation (30%), earnings growth (25%), financial quality (20%), liquidity (15%) and market sentiment (10%). Each stock receives a composite score that guides the final recommendation.

Qualitative factors such as management quality, corporate governance and regulatory environment are also evaluated, especially for Indian mid‑cap and small‑cap firms where data may be limited.

SEBI mandates that research analysts disclose any conflict of interest, such as equity holdings or compensation from the issuing company, before publishing a report. Forgetting this disclosure is a frequent cause of answer loss in the exam.

  • Screening software often uses filters like P/E < 20, ROE > 15%.
  • Final selection aligns with the client’s risk profile and investment horizon.

Sample Weightage in a Stock Scoring Model

Example: NISM‑Style Stock Screening Scenario

Scenario

An investment adviser must choose between Stock A and Stock B for a moderate‑risk client. The scoring model uses five criteria with the weights shown in the chart above. The raw scores (out of 100) are: Stock A – Valuation 70, Growth 80, Quality 65, Liquidity 90, Sentiment 55. Stock B – Valuation 85, Growth 60, Quality 80, Liquidity 70, Sentiment 75.

Solution

Calculate the weighted score for each stock.\nStock A: (70×30)+(80×25)+(65×20)+(90×15)+(55×10) = 2100+2000+1300+1350+550 = 7300. Divide by 100 to get 73.0.\nStock B: (85×30)+(60×25)+(80×20)+(70×15)+(75×10) = 2550+1500+1600+1050+750 = 7450. Weighted score = 74.5.\nSince Stock B has a higher composite score, it is recommended for the client, provided other qualitative checks are satisfied.

Conclusion

The example illustrates how a numeric scoring model translates raw data into a clear recommendation, a pattern frequently tested in NISM questions.

Regulatory Aspects of Equity Research

SEBI (Research Analysts) Regulations, 2014 require every research analyst to be registered, maintain a code of conduct, and disclose material conflicts of interest in each report. The report must contain a disclaimer, methodology, assumptions, and a clear statement of the analyst’s recommendation.

Advisers who use research reports to make client recommendations must ensure that the report’s risk rating aligns with the client’s risk tolerance. Mis‑alignment can lead to regulatory penalties and loss of credibility.

Exam items often ask which disclosures are mandatory, the definition of a "research analyst," or the penalties for non‑compliance. Memorising the key disclosure checklist helps answer such questions quickly.

  • Analyst’s name and registration number.
  • Details of any shareholding in the subject company.
  • Methodology and assumptions used for valuation.
ℹ️Disclosure Slip‑Up

A frequent mistake is omitting the analyst’s own shareholding in the company. SEBI requires this to be disclosed in every research report.

Formula: Compound Annual Growth Rate (CAGR)
(VfVi)1n1\left(\frac{V_f}{V_i}\right)^{\frac{1}{n}} - 1

Where:

V_f= Final value of the investment (e.g., revenue or EPS)
V_i= Initial value of the investment
n= Number of years between V_i and V_f

Worked Example

If EPS grew from ₹5 to ₹12 over 4 years: Step 1: CAGR = (12 ÷ 5)^{1/4} - 1 Step 2: CAGR = (2.4)^{0.25} - 1 ≈ 1.2457 - 1 = 0.2457 Step 3: CAGR ≈ 24.57% Verification: (12 ÷ 5)^{0.25} - 1 = 0.2457 (≈24.57%).

Putting It All Together – Portfolio Construction

After selecting individual stocks, the adviser builds a diversified portfolio respecting the client’s risk appetite, investment horizon and liquidity needs. Asset allocation across sectors, market caps and style (value vs growth) reduces unsystematic risk.

Weightings are often based on the composite scores from the stock selection model, adjusted for concentration limits (e.g., no more than 10% in a single stock). Regular monitoring involves revisiting valuation assumptions and updating scores when new earnings or macro data arrive.

For the exam, remember the link between the scoring model, the final weightings, and the compliance requirement to document the rationale for each holding in the client’s portfolio report.

  • Rebalance when a stock’s weight deviates by >2% from target.
  • Document any change in assumptions (e.g., discount rate adjustment).

Exam Takeaways

  • Equity research follows a four‑step process: data collection, analysis, valuation, recommendation.
  • Fundamental ratios (P/E, Dividend Yield, ROE) and valuation methods (DCF, multiples, DDM) are core to stock assessment.
  • P/E = Market Price per Share ÷ EPS; Dividend Yield = (Annual Dividend ÷ Market Price) × 100; CAGR formula as shown.
  • SEBI requires registration, conflict‑of‑interest disclosure, methodology statement, and a disclaimer in every research report.
  • A weighted scoring model (e.g., 30% valuation, 25% growth) converts raw analysis into a clear recommendation.
  • Technical analysis supports, but does not replace, fundamental valuation for advisory purposes.
  • Portfolio construction must respect client risk profile, limit concentration, and be backed by documented research rationale.

Practice Questions

8 questions on Equity Research and Stock Selection

1

Which of the following lists the steps of the equity research process in the correct order?

2

What is the primary distinction between a research report and an advisory recommendation?

3

If a stock’s market price is ₹240 and its EPS is ₹15, what is its P/E ratio?

4

A company pays an annual dividend of ₹5 per share and its current market price is ₹125. What is the dividend yield?

5

Using the weighted scoring model, what is the composite score for Stock A? (Valuation 70, Growth 80, Quality 65, Liquidity 90, Sentiment 55; weights 30%,25%,20%,15%,10%)

6

Which of the following disclosures is explicitly required in every research report under SEBI (Research Analysts) Regulations, 2014?

7

Which valuation method is most appropriate for a firm that consistently pays high dividends and has low growth prospects?

8

An analyst applies the Discounted Cash Flow (DCF) method to a company with highly unpredictable cash flows. According to the material, what is the primary limitation of using DCF in this scenario?

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