AAII And Market Sentiment Indicators – How To Trade It (Examples And Backtests)

Last Updated on June 19, 2022 by Quantified Trading

Can you make money on a bullish or bearish AAII market sentiment indicator? When the pessimists turn optimistic and the optimists turn pessimistic a bottom or top is formed. If you understand market sentiment and where traders and investors feel the most pain or euphoria, you have gained a wealth of knowledge about potential turning points. Reading the aggregate market mood can be very valuable and profitable. What are market sentiment indicators and how can you trade them?

You can trade on market sentiment indicators by using the AAII sentiment index. When the AAII index is very bullish, you can expect mediocre or below-average returns in the next four weeks. When the AAII index is very bearish, you can expect above-average returns over the next four weeks. That said, we believe there are better ways and indicators to trade the market.

Let’s get going and we start with the basics by explaining what market sentiment is:

What is market sentiment?

Let’s first start with explaining how we define market sentiment:

Market sentiment refers to the attitude of the players in the market. Are they bullish, neutral, or bearish? We can argue that the market sentiment measures the aggregate mood of the investors and traders.

Benjamin Graham made a fantastic analogy of the market in his legendary book called The Intelligent Investor, a book we recommend whether you are a trader or a long-term investor. Benjamin Graham refers to the sum of the market as Mr. Market. Graham argues that Mr. Market is manic-depressive. Sometimes he is in a good mood, and sometimes he is in a bad mood. It swings back and forth between these two levels all the time.

Market sentiment is crowd psychology. When the overall market is bearish we have a bearish market sentiment and vice versa.

What is a sentiment indicator?

A sentiment indicator is an indicator that measures the sentiment of Mr. Market. Is Mr. Market bullish, neutral, or bearish? The sentiment indicator is an oscillating indicator that goes up and down.

What are the most used sentiment indicators?

To our knowledge, the AAII sentiment index is both the one most used and referred to. This is the sentiment indicator we have used in our backtests below. Another popular sentiment indicator is the Investors Intelligence Bulls & Bears.

However, we might argue the VIX indicator is also a sentiment indicator, and the VIX is, of course, both more known and used.

We can also argue that stocks hitting 52 weeks high and low can be used as a market sentiment indicator, but it might as well shows the market breadth (please read our article on the Zweig Breadth Thrust Indicator. Market breadth trading strategies are working).

How do you calculate a market sentiment indicator?

Now that you understand that a sentiment indicator is a measure of the overall mood of Mr. Market, you might wonder how we can calculate an intangible thing like mood.

There are no shortcuts, and the only way to find out the mood is by asking participants. To show you how it’s done we use a specific market sentiment indicator called the AAII index:

AAII market sentiment index

One of the most used and referred sentiment indicators is the AAII index. In the rest of the article, we’ll use this index in our backtests.

AAII is an abbreviation of the American Association of Individual Investors. Once a week since the 1980s the AAII has published a survey showing how the members view the future prospects of the stock market. The question AAII ask is simple:

What direction do AAII members feel the stock market will be in the next 6 months?

Here is a screenshot from their homepage:

If you are a member you simply log in and vote for your “feel” of where the stock market will be in 6 months.

This is all there is to it.

Why would a market sentiment indicator work?

You might ask yourself why a market sentiment indicator should work. The logic behind the market sentiment is easy:

When the market sentiment is very bullish we can expect most market participants to already have positioned themselves for a further rise in the market price. Thus, will there be anyone left to drive the prices higher when the great majority already have bought?

Opposite, when the market participants are very bearish we must expect them to have sold or even be short-selling the market. When most players already have that view, what is it going to take for the market to turn around? Most likely very little. Any slight positive news might make the bearish traders flip and buy.

As you can imagine, the mood of Mr. Market is a constant battle between those bearish and bullish. If the pendulum goes from very bullish to bearish, players sell their positions and force prices down.

We backtest the AAII market sentiment indicator

Let’s return to the AAII sentiment index and perform some backtests to see if there really is any value in this sentiment indicator.

Below we perform many backtests based on the weekly data we downloaded and copied to our spreadsheet. We don’t use Amibroker to backtest but for simplicity, we use a spreadsheet.

Let’s first explain what kind of data we can get from the weekly data:

  1. The respondents are asked if they are bullish, neutral, or bearish.
  2. From this, a bull-bear-spread is calculated. For example, if 60% of the respondents claim they are bullish, 29% say they are neutral, and 11% say they are bearish, the bull-bear-spread is 49%.
  3. We can also use a moving average of the bull-bear-spread.

This is all there is to it – no rocket science. Here is how it looks in the spreadsheet:

Let’s start with the first backtest of the day:

Bearish sentiment – does it signal a reversal?

We start by testing the performance of the S&P 500 when the AAII market sentiment goes negative (when the respondents are more bearish than bullish), shown in column G in the spreadsheet above (bull-bear-spread). By negative it means that the bull-bear-spread turns negative. Our hypothesis is that this might trigger a rise in the prices because many players are on the wrong side of the pendulum. When too many are bearish, only a slight change in optimism might turn the market around.

Is our hypothesis correct? We test by going long at the end of the week when it turns negative, and we sell four weeks later. This is the cumulative profits since 1987:

The strategy yielded a 70% return which equals 0.68% per trade. But as you can see, during the whole decade of 2000-2010 the returns were pretty poor, but the drawdown was significantly lower than just holding the S&P 500.

Let’s change the criteria and we go long when the bull-bear-spread is lower than -20. This is the equity curve:

The drawdown during the financial crisis in 2008/09 was pretty big but still less than the drawdown of buy and hold. Overall, the average gain per trade was 1.03% by holding S&P 500 for four weeks after the trading signal.

Bullish sentiment – does it signal a reversal?

Let’s turn our backtests upside down: we buy when the sentiment is bullish and we sell after four weeks. Because the AAII market sentiment indicator is most of the time more bullish than bearish, we increase the threshold a bit of when to buy: We buy when the bull-bear-spread is above 20. This is what the equity curve looks like:

After an initial drawdown in the early 90s, the equity curve shows an upward slope. The average gain per trade is 0.52%. The gain is just half compared to when the bearish sentiment is -20.

Let’s measure the returns when the bull-bear-spread is even more optimistic and bullish: when the ratio is above 40. This is the equity curve:

There are relatively few trades, but the average gain is a negative 0.33% per trade. Thus, when the market is euphoric, you better not buy but wait for the market to “calm down”.

AAII and market sentiment indicators – conclusions:

Mr. Market swings from one mood swing to another and the AAII market sentiment indicator is frequently used to gauge the market sentiment. It’s not the only sentiment indicator, but it’s probably the most known and the one most referred to.

We backtested the AAII sentiment indicator to make an AAII market sentiment strategy and measured the performance for the next four weeks after both bullish and bearish readings. It seems bullish readings are followed by lower returns than when we see bearish readings – as expected. However, we argue you are better off using other indicators for short-term trading.

 

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