Data &
Technology
Research
Reports
Report Solutions
Reports Library
Actionable
Strategies
Free
Resources
Simple Backtest Calculator
Simple Seasonality Calculator
The Kelly Criterion Calculator
Sentiment Geo Map
Public Research Reports
Free Webinar
Pricing
Company
About
Meet Our Team
In the News
Testimonials
Client Success Stories
Contact
Log inLoginSign up
< BACK TO ALL REPORTS

Sentiment trend-following with our new Sentiment Cycle Composite

Jay Kaeppel
2024-12-05
This piece details our new Sentiment Cycle Composite indicator and one potential usage as a trend-following "weight of the evidence" addition to an investor's toolkit.

Key Points

  • Extremes in sentiment often signal impending turning points in price action
  • Trends in sentiment can also offer helpful information between the extremes
  • Our new "Sentiment Cycle Composite" may serve as a useful "weight of the evidence" tool for investors

The Sentiment Cycle Measures

In the last year, we added four "Sentiment Cycle" measures to our arsenal. The text below from our website lays the groundwork.

Human behavior is relatively constant, so many investors consider some version of the Typical Sentiment Cycle popularized by Justin Mamis in his 1999 book, The Nature of Risk. Instead of eyeballing a chart and guessing where we might be in the Cycle, we took the time period from the Mamis book. Then, we compared it to every similar Cycle since 1928 to develop an overall composite of what a Typical Sentiment Cycle has looked like over time. Each day, we use that composite and compare it to recent price action to see how correlated investor behavior is right now compared to other Cycles from the past. We take that information and calculate correlations for four different parts of the Cycle. The correlations range from -1.0 (perfect opposite) to +1.0 (perfect symmetry). In addition to a high correlation to a particular Cycle, investors should also look for behavior such as the following:

Enthusiasm: High optimism, easy credit, rush of offerings, risky stocks outperforming, stretched valuations.

Panic: Extreme pessimism, oversold breadth, risky stocks crash, negative media coverage, credit slams shut.

Discouragement: Stocks go nowhere, trend-followers suffer, there are some pockets of outperformance, credit starts to thaw, and activity slows.

Returning Confidence: Stocks rise choppily, smaller stocks do well, credit becomes easy, and more new offerings.

The charts below display the readings for each since 1970.

Enthusiasm and Returning Confidence tend to rise in a bullish environment and decline in a bearish environment. Panic and Discouragement tend to do just the opposite. 

Introducing the Sentiment Cycle Composite indicator indicator

Let's combine these four sentiment cycle values to create one Sentiment Cycle Composite. The Sentiment Cycle Composite is calculated as follows:

A = Sentiment Cycle Enthusiasm

B = Sentiment Cycle Returning Confidence

C = Sentiment Cycle Discouragement

D = Sentiment Cycle Panic

E = (A + B)

F = (C + D)

G = E - F

Sentiment Cycle Composite = G

As of 2024-11-29:

A = 0.921

B = 0.730

C = (-0.623)

D = (-0.820)

E = 0.921 + 0.730 = 1.651

F = -0.623 + - 0.82 = -1.443

G = 1.651 - (-1.443) = 3.094

Sentiment Cycle Composite = 3.094

The chart below displays Variable E and F over the past twenty years.

So, to arrive at the daily Sentiment Cycle Composite value, we subtract Variable F from Variable E, as shown in the chart below.

Using the Sentiment Cycle Composite as weight of the evidence

First, please note that the Sentiment Cycle Composite is a new indicator and that future research may reveal more sophisticated and effective uses for it than what is detailed herein. For now, it is best used as a weight of the evidence indicator and not necessarily as a standalone model. To foreshadow the initial conclusions, the stock market is much more likely to be in a bull market when the Sentiment Cycle Composite is above -0.6 than when it is below -0.6.

The chart below displays the Sentiment Cycle Composite value for each day since 1970-01-02, with the -0.6 cutoff also highlighted.

The chart below displays the hypothetical growth of $1 invested in the S&P 500 only when the Sentiment Cycle Composite was at or above -0.60.

The chart below displays the same results on a logarithmic scale.

From 1970-01-02 through 2024-11-29, a hypothetical $1 invested in the S&P 500 only when the Sentiment Cycle Composite was above -0.60 grew +8,092% to $81.92.

The chart below displays the hypothetical growth of a hypothetical $1 invested in the S&P 500 only when the Sentiment Cycle Composite was below -0.60.

From 1970-01-02 through 2024-11-29, $1 invested in the S&P 500 only when the Sentiment Cycle Composite was below -0.60 declined -21% to $0.79.

The chart below displays a logarithmic depiction of the growth of $1 using the -0.60 cutoff and $1 in the S&P 500 on a buy-and-hold basis. A visual perusal of the chart above reveals several instances when the drawdown size was not as deep using the -0.60 cutoff level as an exit trigger versus buying-and-holding.

The chart below displays the maximum percentage drawdown for $1 invested in the S&P 500 only when the Sentiment Cycle Composite was above -0.60 (black line) versus the maximum percentage drawdown for $1 invested in the S&P 500 on a buy-and-hold basis (blue line). The strategy method experienced a maximum drawdown of -33.9% and the buy-and-hold method experienced a maximum drawdown of -56.8%. During virtually all major bear market declines, the strategy method experienced a less significant drawdown than the buy-and-hold approach.

Summarizing hypothetical historical results

The table below displays all favorable and unfavorable periods. Favorable periods are when the Sentiment Cycle Composite is >= -0.60, and unfavorable periods are when the value is below -0.60. As of 2024-11-29, the Sentiment Cycle Composite is +3.094, so the date of 2024-11-29 in the last line of the table below represents the last date of the test and NOT the end of the current favorable period.

The table below summarizes performance during favorable periods versus unfavorable periods. Investors should note that twelve of the eighteen supposedly unfavorable periods saw the S&P 500 register a gain. So, it may be a mistake to label readings below -0.60 as outright "bearish." Nevertheless, it is also clear that the S&P 500 performance was vastly superior when the Sentiment Cycle Composite was above -0.60, and the bulk of all major bear markets played out while the indicator was below -0.60.

What the research tells us...

The Sentiment Cycle Composite indicator is comfortably in favorable territory at 3.09, well above the -0.60 cutoff level. Does this mean "smooth sailing" for stocks? Not at all. It simply tells us that one objective measure of sentiment trend presently remains on the favorable side of the "weight of the evidence" ledger.

Sorry, you don't have access to this report

Upgrade your subscription plan to get access
Go to Dasboard
DATA &
TECHnologies
IndicatorEdge
‍
BackTestEdge
‍
Other Tools
‍
DataEdge API
RESEARCH
reports
Research Solution
‍
Reports Library
‍
actionable
Strategies
Trading Strategies
‍
Smart Stock Scanner
‍
FREE
RESOUrCES
Simple Backtest
Calculator
Simple Seasonality
Calculator
The Kelly Criterion
Calculator
Sentiment Geo Map
‍
Public Research Reports
‍
Free Webinar
COMPANY
‍
About
‍
Meet our Team
‍
In the News
‍
Testimonials
‍
Client Success Stories
Pricing
Bundle pricing
‍
Announcements
‍
FAQ
© 2024 Sundial Capital Research Inc. All rights reserved.
Setsail Marketing
TermsPrivacyAffiliate Program
Risk Disclosure: Futures and forex trading contains substantial risk and is not for every investor. An investor could potentially lose all or more than the initial investment. Risk capital is money that can be lost without jeopardizing ones’ financial security or life style. Only risk capital should be used for trading and only those with sufficient risk capital should consider trading. Past performance is not necessarily indicative of future results.

Hypothetical Performance Disclosure: Hypothetical performance results have many inherent limitations, some of which are described below. No representation is being made that any account will or is likely to achieve profits or losses similar to those shown; in fact, there are frequently sharp differences between hypothetical performance results and the actual results subsequently achieved by any particular trading program. One of the limitations of hypothetical performance results is that they are generally prepared with the benefit of hindsight. In addition, hypothetical trading does not involve financial risk, and no hypothetical trading record can completely account for the impact of financial risk of actual trading. for example, the ability to withstand losses or to adhere to a particular trading program in spite of trading losses are material points which can also adversely affect actual trading results. There are numerous other factors related to the markets in general or to the implementation of any specific trading program which cannot be fully accounted for in the preparation of hypothetical performance results and all which can adversely affect trading results.

Testimonial Disclosure: Testimonials appearing on this website may not be representative of other clients or customers and is not a guarantee of future performance or success.