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Chart In Focus

A Useful Misuse of Correlation Coefficient with VIX Index

Chart In Focus
July 14, 2021

The text of this article originally appeared in our July 13 Daily Edition issue, and I thought that readers of the Chart In Focus series would appreciate knowing about this relationship as well.  The charts presented here have been brought up to date as of July 14.

The VIX Index is making higher lows which is not in keeping with the higher price highs of the SP500. Normally the two move in opposition, and it is a warning of trouble when higher price highs are accompanied by higher VIX readings.

Analyst Jesse Felder came up with an elegant way to help spot these unusual times, which is shown in this week’s chart.  It shows a rolling 10-day correlation coefficient comparing the VIX to the SP500.  Normally it is at a deeply negative reading, meaning that the VIX and SP500 move in opposition.  But every so often it shows a high reading like we are seeing now.

The Pearson’s Correlation Coefficient is normally a bad tool to use for time series data. It can get badly fooled by trending periods. See

A lot of analysts still use it, though, because it is easy to calculate. Easy is not always good though.  With just a 10-day lookback, that flaw about getting fooled by trends becomes a feature.  High readings like this show instances when the VIX and the SP500 are strangely doing the same thing.  They can be pretty good markers of a topping condition, although there are some instances in recent years when the market just ignored them.

What the correlation coefficient is showing us numerically is the divergence that can be seen in the chart of the VIX compared to the SP500.

VIX SP500 divergence

Higher prices with a higher VIX is not how things normally work, and when it happens it is a warning of trouble.  The market can sometimes take a while before such warnings come around to finally matter, but they are worth paying attention to anyway.

Tom McClellan
Editor, The McClellan Market Report

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