--- title: "Factor Investing in Indian Markets | RupeeCase Learn" description: "The full evidence base for factor investing in Indian markets. NSE/BSE data, academic studies, NSE factor indices." source_url: "https://www.rupeecase.com/learn/path-3/module-3-8-factor-investing-india-evidence" --- Skip to main content [Learn](/learn)› [Path 3: Factor Investing Deep Dive](/learn/path-3)› Module 3.8 # Factor Investing in Indian Markets The complete evidence base | NSE research, BSE data, academic studies, official factor indices | and why India's market structure makes it uniquely suited for systematic factor strategies. TK Tanmay Kurtkoti Founder & CEO, RupeeCase ⏱ 16 min read ⟳ Updated 15 Jun 2026 ◆ Intermediate Throughout this path, we've used Indian examples and mentioned Indian data at every step. This final module brings it all together: what does the complete evidence base actually say about factor investing in Indian markets? And what makes India structurally different from the US or European markets where most of the academic research was originally conducted? The short answer: all five major factors have been documented in Indian data. Some of them are stronger in India than in the US. The structural features of Indian markets | governance dispersion, large retail investor base, growing institutional penetration | actually create more factor opportunities, not fewer. ## The NSE factor index family | official evidence The most accessible evidence for factor returns in India comes directly from NSE Indices, which operates official factor and smart-beta indices with live track records. These are not backtests | they're live indices with published methodology and daily data. Nifty Alpha 50 MOMENTUM FACTOR 50 stocks with highest Jensen's Alpha over past 1 year. Strong historical outperformance vs Nifty 50. Nifty200 Momentum 30 MOMENTUM FACTOR 30 stocks from Nifty 200 with highest 6M+12M momentum scores, normalised for volatility. Nifty Quality 30 QUALITY FACTOR 30 stocks with highest composite quality score (ROE, D/E, EPS growth variability). Nifty Value 20 VALUE FACTOR 20 stocks with best value scores (P/E, P/B, dividend yield). Strong mean-reversion capture. Nifty Low Vol 50 LOW VOL FACTOR 50 stocks with lowest 1-year annualised standard deviation. Defensive, lower drawdown. Nifty Alpha Low Vol 30 MULTI-FACTOR Combines Alpha (momentum proxy) and Low Volatility | an officially endorsed multi-factor index. [NSE Indices — Complete Strategy & Factor Index Family](https://www.niftyindices.com/indices/equity/strategy-indices) ## Academic evidence in Indian markets NSE Research Working Paper Factor returns in Indian equity markets | Momentum, Value, and Quality all showed statistically significant positive premia over the Nifty 500 benchmark across the study period. Momentum showed the highest premium, consistent with global evidence. NSE Research Working Paper — Factor Returns in Indian Equity Markets SPIVA India Scorecard (S&P, 2024) 93% of actively managed Indian large-cap mutual funds underperformed their benchmark index over 5 years. This underperformance of discretionary management is exactly the gap that systematic factor strategies aim to fill. S&P Dow Jones SPIVA India Scorecard, 2024 SEBI Investor Study (2024) 93% of individual equity F&O traders lost money over FY22 to FY24, with aggregate losses of ₹1.8 lakh crore. The scale of discretionary trading losses in India underscores the value of systematic, rule-based approaches. SEBI Official Study on Individual Trader Losses, September 2024 [NSE Research — Factor Returns in Indian Equity Markets (Working Paper)](https://www.nseindia.com/research/content/NSE_WP_25.pdf) [S&P SPIVA India Scorecard 2024](https://www.spglobal.com/spdji/en/spiva/article/spiva-india/) [SEBI — Individual Trader Loss Study (Official)](https://www.sebi.gov.in/media-and-notifications/press-releases/sep-2024/updated-sebi-study-reveals-93-of-individual-traders-incurred-losses_86906.html) ## Why Indian markets are uniquely suited to factor investing ### 1. Wide governance and quality dispersion The range of corporate governance quality across Nifty 500 companies is enormous | from world-class (Infosys, Asian Paints, HDFC Bank) to poor (various PSUs, leveraged conglomerates with related-party issues). This wide dispersion means quality signals have more predictive power in India than in markets where governance is more uniformly high. ### 2. Large retail investor base with behavioural biases India has over 100 million demat accounts, with retail investors making up a large share of daily trading volume | especially in F&O, where SEBI data shows 93% lose money. A large, behaviourally-driven retail base creates persistent pricing inefficiencies that systematic strategies can exploit. This is precisely the dynamic that sustains factor premia. ### 3. Growing but still developing institutional penetration Indian equity markets are still in a phase of institutional development. Domestic mutual fund AUM has grown significantly, but many mid and small-cap stocks remain under-researched and under-owned by institutions. This creates the information asymmetry that allows the Size and Momentum factors to work especially well in the mid-cap space. ### 4. Strong economic growth backdrop India's GDP growth of 6 to 7% annually provides a rising tide that makes equity investing structurally attractive over long horizons. Factor investing in a growing economy benefits from both the economic tailwind and the factor premium on top of it. The Nifty 500 has compounded at approximately 14 to 16% annually over the past 15 years | factor strategies have generated 8 to 18% on top of this base. ### 5. NSE data quality and availability NSE is one of the best-quality exchanges in the world for systematic trading infrastructure. High-frequency data, clean price feeds, reliable settlement, and well-maintained historical data going back to the early 2000s provide a strong foundation for systematic factor strategies. The NSE factor indices themselves use this data for their published methodology. **The India opportunity in one sentence:** A large, fast-growing market with wide quality dispersion, a behaviourally-driven retail base, growing institutional penetration, and strong NSE data infrastructure | this is the ideal environment for systematic factor strategies to generate persistent alpha. It's why RupeeCase is built specifically for NSE/BSE markets rather than trying to adapt a US-centric tool. ## Current landscape | Indian factor products The Indian factor investing ecosystem has grown significantly in recent years: * **SEBI smart-beta mutual fund category** | officially recognised since 2017, with multiple AMCs offering factor-based index funds * **NSE official factor indices** | 10+ live factor indices with published methodology and live track records * **PMS and AIF factor strategies** | several SEBI-registered portfolio managers operate systematic factor strategies in India * **RupeeCase** | systematic factor terminal for direct equity implementation, giving retail investors direct access to factor strategies without fund fees [SEBI — Smart Beta / Strategy Index Fund Category (2017)](https://www.sebi.gov.in/legal/circulars/oct-2017/categorization-and-rationalization-of-mutual-fund-schemes_36510.html) 10+ Live NSE factor and smart-beta indices with published methodology and official track records 100M+ Demat accounts in India | the large retail base that sustains factor premia through behavioural trading 14 to 16% Approximate Nifty 500 CAGR over the past 15 years | the base on which factor premia are earned RupeeCase: built for this market Every feature on [RupeeCase](https://invest.rupeecase.com) is designed specifically for Indian markets. The factor scores use **NSE/BSE data, Indian accounting standards (Ind AS), and point-in-time Nifty 500 constituents**. The cost model uses Indian STT, exchange charges, and realistic slippage for Indian liquidity conditions. The backtests go back to the earliest available NSE data. This is not a US quant tool adapted for India | it was built for India from the ground up. ✓ Path 3 Complete Factor Investing Deep Dive 8 modules covering every major factor, multi-factor construction, timing, and the Indian evidence base. Ready for Path 4? [Continue to Path 4 →](/learn) Put the evidence to work Factor investing for Indian markets | built on NSE data from the ground up Screener, backtester, live strategies. Start for free. [Start free →](https://invest.rupeecase.com/signup) ## Glossary Key terms from this module Nifty Alpha 50NSE's official momentum factor index | 50 stocks selected by Jensen's Alpha over the past 1 year. Live index with published methodology. SPIVA IndiaS&P Indices Versus Active | the definitive scorecard comparing active Indian mutual fund performance to benchmark indices. Published annually. Smart betaSEBI's term for factor-based index strategies | rule-based strategies that weight stocks by factors other than pure market capitalisation. Governance dispersionThe wide range of corporate governance quality across Indian listed companies | from world-class to poor. This dispersion amplifies the power of quality-based factor signals in India. TK A note from the author Why this matters Most factor research originates from US markets, but Indian equities have their own microstructure, regulatory environment, and investor base. I wrote this module because I spent years adapting global factor frameworks to NSE/BSE data and discovered that some premiums are stronger here, some weaker, and some behave entirely differently. The India-specific evidence here is what I wish I had when I started building systematic strategies for domestic markets. TK Tanmay Kurtkoti Founder & CEO, RupeeCase · 17 years systematic trading · QC Alpha RC **Want to put this into practice?** RupeeCase is the systematic investing terminal built around everything you're learning here, factor scores, strategy backtests, portfolio construction for Indian markets. [Explore the terminal →](https://invest.rupeecase.com) #### Sources & further reading * → [NSE Indices — Complete Strategy & Factor Index Family](https://www.niftyindices.com/indices/equity/strategy-indices) * → [NSE Research — Factor Returns in Indian Equity Markets](https://www.nseindia.com/research/content/NSE_WP_25.pdf) * → [S&P SPIVA India Scorecard 2024](https://www.spglobal.com/spdji/en/spiva/article/spiva-india/) * → [SEBI — Individual Trader Loss Study (2024)](https://www.sebi.gov.in/media-and-notifications/press-releases/sep-2024/updated-sebi-study-reveals-93-of-individual-traders-incurred-losses_86906.html) * → [SEBI — Smart Beta / Factor Fund Categorisation (2017)](https://www.sebi.gov.in/legal/circulars/oct-2017/categorization-and-rationalization-of-mutual-fund-schemes_36510.html) * → [RBI Annual Report — Indian capital markets development context](https://www.rbi.org.in/Scripts/AnnualReportPublications.aspx) ### Quick check, Module 3.8 0 correct · 0 answered ✓ Module complete! Next module unlocked. 🎉 Module 3.8 complete 3 correct. Path 3 complete | take the path test when ready. 🎉 Path 3 Complete Factor Investing Deep Dive You've completed all 8 modules. Take the path test to unlock your certificate. Take Path Test → [Explore All Paths](/learn) ### 🎓 Path 3 Test, Factor Investing Deep Dive 30 questions across all 8 modules. Pass 21/30 to unlock your certificate. 30 Questions Pass: 21 / 30 Unlimited attempts This test covers everything in Path 3: momentum, value, quality, low volatility, size factors, multi-factor construction, factor timing, and Indian market evidence. Questions are drawn from all eight modules. You need 21 correct to pass. No timer. Start Path Test → 🎉 Path Test Passed! Great score. Enter your details to generate your certificate. Fill in the form below to receive your Path 3 certificate → 📚 Not quite Review the modules and try again. No limit on attempts. Try Again → 🎓 Generate Your Certificate Enter your name and email. We'll record your completion and generate a downloadable Path 3 certificate. Your Name Email Address ✓ Registered! Your certificate is ready below. Generate My Certificate Your email is used only to record your course completion and send your certificate. No spam, no marketing. Unsubscribe anytime. 🎓 Path 3 Certificate Your Path 3: Factor Investing Deep Dive certificate is ready. Download it as a PNG to share on LinkedIn. ⬇ Download PNG Close Research Lab Qualifier Path 3, Module 8 of 8 done, complete all 8 + path test to unlock [Explore terminal →](https://invest.rupeecase.com) ✅ 3.1 to 3.5 Factors → ✅ 3.6 Combining → ✅ 3.7 Timing → 📍 3.8 India Evidence [← Previous](module-3-7-factor-timing-and-cycles.html) Previous, Module 3.7 Factor Timing And Cycles Calculator ### India Factor Premium Estimator Long-run Indian factor premia (vs Nifty 500) from published research and NSE factor index data: Momentum ~7-9%, Value ~4-6%, Quality ~3-5%, Low Vol ~2-4%, Size ~3-5%. Build any blend. Momentum weight (%)Value weight (%)Quality weight (%)Low Vol weight (%)Size weight (%) Up next, Path 4 Portfolio Construction MPT essentials, position sizing, rebalancing strategies, performance measurement, and risk management for systematic portfolios. [Explore Paths →](/learn)