Strategy #0000000017 · Options information and cross-sectional factors
Implied-volatility change signal
Compare call and put implied-volatility changes, then test subsequent stock returns.
Measure monthly changes in call and put implied volatility at a consistent 30-day, at-the-money definition; rank stocks and compare their later returns.
IV embeds risk premia and demand; it is not realised volatility or price direction.
Three ways in
Understand the story. Then inspect the risk.
Start with a familiar situation, check the payoff, then test how the numbers change.
The idea · in two minutes
Rose first checks whether the two option quotes are comparable
Rose sees two companies but refuses to compare a seven-day out-of-the-money call with a 90-day in-the-money put. She fixes maturity and delta and uses a consistent surface method to estimate comparable ATM implied volatility.
The rule measures the prior month’s IV change. An, Ang, Bali and Cakici report that stocks with larger past call-IV increases tended to have higher subsequent returns, while put-IV sorts showed a different direction in their sample. That evidence can reflect information, risk compensation, supply and demand, or option pricing.
Jack claims rising call IV means a stock will rise. Rose turns that claim into a test: with point-in-time option data, fixed contract definitions and costs, does ranking call and put IV changes predict relative stock returns next period?
- Call IV 變化高分位Assumed next-period return for the high call-IV-change group.
- Put IV 變化高分位Assumed next-period return for the high put-IV-change group.
- Call − put 訊號價差1.4% − (−0.3%) − assumed 0.3% cost = 1.4%; illustrative arithmetic only.
Illustrative research examples only. They are not live signals or a recommendation.
The mechanics · payoff and exposure
Hold maturity and delta definitions constant, measure monthly call/put IV changes and form cross-sectional portfolios.
i denotes a stock and C/P a call/put. A common specification uses roughly 30-day ATM IV (call delta about +0.5 and put delta about −0.5). Studies may rank call changes, put changes or their difference; surface and month-end sampling choices must be stated.
Greeks: the directional intuition
- Term
- Measures sensitivity to implied volatility.
- Delta
- Measures first-order sensitivity to the underlying price.
- Skew
- Measures sensitivity to implied volatility.
- Liquidity
- Measures sensitivity to implied volatility.
Hold maturity and delta definitions constant, measure monthly call/put IV changes and form cross-sectional portfolios.
Practical context · published observations
Call-IV long / put-IV short: read the record with its caveats.
The chart uses the published figures or explicitly labelled study inputs below. A historical index or model replay is not the same as an investor’s realised account return.
沒有載入 OptionMetrics 合約鏈或點時股票資料。IV 定義、流動性篩選、股票覆蓋、分組和交易延遲均需按原研究重建。 Source ↗ · Methodology ↗
Change assumptions and inspect the scenario
Inputs illustrate the strategy mechanics; they are not live quotes, forecasts or investment advice.
Variants · same family, different risk levers
Option information signals can use changes, levels, skew or volume.
The core lesson studies monthly ATM call/put IV changes; neighbouring signals replace the statistic or mechanism.
| Related strategy | Relationship | What changes | New cost or risk |
|---|---|---|---|
| Change in call IV | ATM call change | Ranks stocks by the monthly change in fixed-maturity ATM call IV. | Option demand, earnings events and surface updates also affect IV. |
| Change in put IV | ATM put change | Ranks by the matching monthly change in ATM put IV. | Put skew and downside-insurance demand may dominate the signal. |
| Call-minus-put IV | Wing spread | Compares call and put IV levels or changes to capture relative demand or jump information. | Mismatched delta, expiry or quote quality makes the spread unreliable. |
| Realised-minus-implied volatility | Volatility-risk premium | Compares realised volatility with risk-neutral implied volatility. | Forecast error in realised volatility can be confused with the premium. |
| Option-to-stock volume | Trading activity | Uses option volume relative to stock volume as an information-activity proxy. | Contract multipliers, zero volume and multi-leg trades complicate interpretation. |
| Volatility smirk / skew | Surface shape | Measures IV differences across strikes or deltas. | Requires a liquid and synchronised volatility surface. |
| Risk-neutral skewness | Risk-neutral distribution | Infers risk-neutral skew from option prices to test tail information. | Higher moments are sensitive to far-out-of-the-money quotes and interpolation. |
| Systematic vs idiosyncratic IV innovations | Risk decomposition | Separates common volatility shocks from stock-specific IV changes. | A misspecified factor model can misclassify common risk as information. |
IV is not realised volatility or a directional forecast. Keep expiry, delta, timestamp and surface construction consistent.
Read beyond the summary
References
Primary sources and research used to describe the strategy and its limits.
- 01An, Ang, Bali & Cakici (2014), The Joint Cross Section of Stocks and Options.research
- 02Bali & Hovakimian (2009), Volatility Spreads and Expected Stock Returns.research
- 03Xing, Zhang & Zhao (2010), What Does the Individual Option Volatility Smirk Tell Us About Future Equity Returns?research
- 04Chen & Zimmermann, Open Source Cross-Sectional Asset Pricing.dataset
- 05Kakushadze & Serur (2018), 151 Trading Strategies, §3.5.source