Products
SentimenTrader Trading Tools
‍
Backtest Engine
My Trading Toolkit
Correlation Analysis
Seasonality
Market Prediction
Indicators & Data API
‍
Proprietary Indicators & Charts
Market Data API
Strategies & Scanner
‍
50+ Trading Strategies
Smart Stock Scanner
Smart Option Scanner
Research Reports
‍
Research Solutions
Reports Library
Free Resources
Simple Backtest Calculator
Simple Seasonality Calculator
The Kelly Criterion Calculator
Sentiment Geo Map
Public Research Reports
Education
Sentiment Indicators
Technical Indicators
Pricing
Company
About
In the News
Testimonials
Client Success Stories
Contact
Log inLoginSign up
< BACK TO ALL REPORTS

Positive economic surprises bode well for stocks

Jay Kaeppel
2023-07-18
Despite all reasonable concerns about the potential for a recession, economic surprises have quietly continued to accumulate to the upside. This tends to portend good things for stocks, particularly when stocks are already in an established uptrend.

Key points

  • After months of economic data threatening recession, things appear to be quietly turning around
  • The Economic Surprise Index recently crossed above a critical threshold
  • When this happens with the stock market already in an uptrend, historically, that trend tends to persist

The Economic Surprise Index

The chart below displays the Economic Surprise Index versus the S&P 500 Index. This index recently surged to its highest level since March of 2021 before backing off slightly.

Per our website:

This indicator measures economic surprises for the U.S. market. Citigroup also publishes indicators for other markets, which tend to correlate very closely to the U.S. one.

The Surprise Index weights various economic indicators based on their influence in the foreign exchange market on the day they are released. From this group of indicators, they look at the standard deviation of the actual release versus economists' estimates. The indicator, as shown, is a three-month average of the raw daily figure.

If the Surprise Index is above zero, then it means that economic releases have been coming in over the past three months better than analysts had estimated; if below zero, economic releases have been worse than expected.

The indicator is essentially bound by +100 and -100, but its upper limit has tended to be closer to +75. It regularly bounces between the two extremes due to the adaptive tendencies of analysts.

Analysts will increase their estimates for future releases if economic results show consistent positive surprises. That means that those future releases will have a higher hurdle to overcome, and eventually, it becomes so high that they are bound to disappoint, sending the Surprise Index lower.

The same goes for the reverse - if economic results have been terrible, analysts will ratchet down their future expectations, and those future releases will have a better chance of beating estimates, causing the Surprise Index to rebound.

Increasing surprises in an up-trending market

The chart below highlights those times when:

  • The 5-day moving average of Economic Surprises crossed above 70
  • While the S&P 500 Index was above its 150-day moving average

For this test, we include all signals, including overlaps.

The table below summarizes S&P 500 performance following previous signals.

Removing overlaps reveals a potential short-term edge

Signals sometimes come in clusters as in 2011-2012, 2020, and 2021. The chart below highlights those times when:

  • The 5-day moving average of Economic Surprises crossed above 70
  • While the S&P 500 Index was above its 150-day moving average
  • For the first time in six months

In this test, six and twelve-month returns were not quite as robust. However, one to three-month performance showed notable Win Rates. 

What the research tells us…

Just as the stock market hates uncertainty, it also loves unexpected positive results. Historically when the Economic Surprise Index jumps to a high level - especially when stocks are already in an established uptrend - the market has continued to follow through in the months ahead. While the stock market currently appears somewhat overextended on a short-term basis, this indicator suggests that investors "let it ride" for at least a few more months.

PRODUCTS
SentimenTrader
Trading Tools
Indicators & Data API
‍
Strategies & Scanner
‍
Research Reports
FREE
RESOUrCES
Simple Backtest
Calculator
Simple Seasonality
Calculator
The Kelly Criterion
Calculator
Sentiment Geo Map
‍
Public Research Reports
‍
Education
Sentiment Indicators
‍
Technical Indicators
‍
Pricing
Bundle pricing
‍
FAQ
‍
Announcements
‍
COMPANY
‍
About
‍
In the News
‍
Testimonials
‍
Client Success Stories
CONTACT
‍
General Inquiries
‍
Media Inquiries
‍
Financial Professionals Inquiries
‍
© 2026 Sundial Capital Research Inc. All rights reserved.
Setsail Marketing
TermsPrivacyAffiliate Program
Risk Disclosure: The information and tools provided are for research and analytical purposes only and are not intended as investment advice. Market analysis involves uncertainty, and outcomes may differ from expectations. Users should conduct their own due diligence and consider their individual circumstances before making any financial decisions. 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.