TradeLabs AILearn

Low Volatility and Defensive Factors

The low volatility anomaly is the finding that less volatile stocks have delivered better risk adjusted returns. Learn the evidence, explanations and its risks.

Advanced3 min readUpdated 3 Oct 2026
Markdown
Read firstSize Factor
Lesson 33 of 38

Finance theory says higher risk should bring higher expected return. Yet research has repeatedly found that stocks with low volatility or low beta have delivered returns similar to or better than high volatility stocks, with much less risk. This low volatility anomaly is one of the most puzzling patterns in finance and the basis for popular "minimum volatility" and "low beta" funds. Understanding why it might exist, and when it struggles, helps investors use it sensibly.

The evidence#

  • Black, Jensen and Scholes (1972) and later Haugen and Heine (1975) found that the relationship between beta and return was much flatter than the capital asset pricing model predicted.
  • Ang, Hodrick, Xing and Zhang (2006) found that stocks with high idiosyncratic volatility had very low subsequent returns.
  • Frazzini and Pedersen (2014), in "Betting Against Beta", found that portfolios long low beta assets and short high beta assets (leveraged to equal risk) earned positive risk adjusted returns across many markets and asset classes.

Measuring low volatility#

MeasureDescription
Total volatilityStandard deviation of returns over a past window
BetaSensitivity to the market. See Alpha and Beta
Idiosyncratic volatilityVolatility not explained by market and factor moves
Minimum variance optimisationPortfolios built to minimise total risk using a covariance matrix

Why might it exist?#

ExplanationIdea
Leverage constraintsInvestors who cannot borrow buy high beta stocks to seek higher returns, overpricing them (Frazzini and Pedersen)
Lottery preferencesInvestors overpay for volatile stocks with small chances of huge gains
Benchmark pressureManagers judged against indices avoid low beta stocks that may lag in rallies
OverconfidenceInvestors disagree more about volatile stocks, and optimists set prices. See Overconfidence

When low volatility struggles#

  • Strong rallies: low beta stocks lag when markets surge, as in 2003 or the 2020 rebound.
  • Rising interest rates: low volatility portfolios often hold bond like stocks such as utilities and consumer staples, which can fall when rates rise sharply, as in 2022's early months. See Interest Rates.
  • Expensive valuations: popularity can push low volatility stocks to high prices, reducing future returns. See Factor Timing, Crowding and Crashes.
  • Sector concentration in a few defensive industries.

Relationship with other factors#

Low volatility overlaps with quality: stable, profitable companies tend to be less volatile. Some research finds profitability explains part of the low volatility effect. It also tends to have negative exposure to size and momentum at times. See Quality and Profitability Factors.

Implementing low volatility#

ApproachNotes
Minimum volatility ETFsOptimised long only portfolios
Low volatility ETFsHold the least volatile stocks
Betting against betaLong low beta, short high beta, leveraged to beta neutral
Sector neutral versionsReduce concentration in defensive sectors

Frequently asked questions#

What is the low volatility anomaly?#

The finding that low volatility or low beta stocks have delivered similar or better returns than high volatility stocks with less risk, contrary to standard theory.

Why do low volatility stocks perform well?#

Possible reasons include leverage constraints, investors overpaying for lottery like volatile stocks and benchmark pressures on fund managers.

When does the low volatility factor underperform?#

During strong market rallies and periods of sharply rising interest rates, and when low volatility stocks become expensive.

Next, learn the factor that earns from yield differences in Carry Factor.

Check your understanding

3 quick questions on this lesson. Get them all right to finish it.

Turn on JavaScript to take the quiz.

Finished this lesson?Sign in to save your progress across devices.
Next lessonCarry FactorThe carry factor buys higher yielding assets and sells lower yielding ones across currencies, bonds, commodities and stocks. Learn how carry is measured.

Mentioned in