Is the VIX Index a Reliable Predictor of Future Realized Volatility?

Subscribe to newsletter

The VIX, commonly known as the “fear gauge,” is a model-free index that serves as a reflection of market volatility expectations for the upcoming 30 days. Essentially, it represents the price of a basket of short-maturity options. The VIX is calculated from the S&P 500 index options’ prices, offering a real-time assessment of investors’ collective outlook on market volatility. Elevated VIX values often suggest increased perceived risk and uncertainty in the financial markets.

Reference [1] examines whether the VIX functions as a “fear gauge” or a reliable predictor of future realized volatility. The former has a more sentimental or irrational interpretation. On the other hand, the latter suggests that the VIX could be a reasonable estimate of future realized volatility, implying that the investors who trade call and put options on the stock index are primarily guided by rational analyses rather than emotions. The authors pointed out,

Regression analysis concludes that VIX has a connection with the forward volatility, but sentiments drive short-term swings of VIX. In other words, investors should not extract information from the daily changes of VIX but rather look at the general level of the index. Including the binary variables that represent periods of tranquility and turbulence provided more profound insight into the predictive property of VIX during those periods. VIX behaves differently when the market is stable and calm from market turmoil. VIX positively links to the one-month forward volatility when the market is exceptionally volatile. However, if the market is exceptionally stable, this link has a negative relationship, implying that the volatility index is primarily driven by irrational sentiments such as fear in those periods.

Subscribe to newsletter https://harbourfrontquant.beehiiv.com/subscribe Newsletter Covering Trading Strategies, Risk Management, Financial Derivatives, Career Perspectives, and More

In short, the article concluded that

  • the VIX is linked to future realized volatility, but in the short term, it is influenced by market sentiment.
  • In a stable market, irrational sentiment primarily drives the VIX.
  • In a volatile market, it serves as a more accurate predictor of future volatility.

Let us know what you think in the comments below or in the discussion forum.

References

[1]  Askar Koshoev, The Volatility Index: A Hedging Tool or an Object of Speculation?,  Review of Integrative Business and Economics Research, Vol. 13(2), 1-18

Further questions

What's your question? Ask it in the discussion forum

Have an answer to the questions below? Post it here or in the forum

LATEST NEWSMediciNova Presents Study Update and Interim Analysis of Phase 2/3 Clinical Trial of MN-166 (ibudilast) in ALS (COMBAT-ALS Clinical Trial) at the 35th International Symposium on ALS/MND
MediciNova Presents Study Update and Interim Analysis of Phase 2/3 Clinical Trial of MN-166 (ibudilast) in ALS (COMBAT-ALS Clinical Trial) at the 35th International Symposium on ALS/MND
Stay up-to-date with the latest news - click here
LATEST NEWSTortoise Capital Announces Shareholder Approval of Closed-End Fund Mergers and Conversion to Actively Managed ETF
Tortoise Capital Announces Shareholder Approval of Closed-End Fund Mergers and Conversion to Actively Managed ETF
Stay up-to-date with the latest news - click here
LATEST NEWSU. S. Steel Reacts to Important Department of Commerce Preliminary Results
U. S. Steel Reacts to Important Department of Commerce Preliminary Results
Stay up-to-date with the latest news - click here
LATEST NEWSAlkermes' chief medical officer sells $290,461 in stock
Alkermes' chief medical officer sells $290,461 in stock
Stay up-to-date with the latest news - click here
LATEST NEWSNatural Grocers exec Isely Lark sells $178,640 in stock
Natural Grocers exec Isely Lark sells $178,640 in stock
Stay up-to-date with the latest news - click here

Leave a Reply