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Up or Down




Can Buying a Stock That Gaps Lower Give You An Edge?
By Larry Connors | TradingMarkets.com | December 6, 2006
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How many of you have turned on your favorite financial news show to hear a list of stocks that are set to open higher due to "bullish news". You're told stock XYZ is due to open 10% higher than it closed the previous day and shown a crowd that has gathered around the post where XYZ's market makers are eagerly awaiting the market open. If you own the stock, you're probably thinking this is great news, and if not, you're probably thinking about buying it. But then you think about the last time this happened and recall how the stock actually closed lower that very day. So what happened? Surely all the bullish news means XYZ is going higher...or does it?

In this article, we are going to share with you some of our most recent research into the relationship between a stock's opening price and its closing price the previous day. Our goal is to find out if this relationship provides you with information that can be used as part of a trading strategy? Well, we think it does, and here's why...

Most traders are familiar with market gaps/laps but for those that are not, here's a brief description. A "gap up" occurs when a stock's opening price is above the previous day's high and a "gap down" occurs when a stock opens below the previous day's low (see figure 1).


Figure 1

A "lap up" occurs when a stock's opening price is above the previous day's close and a "lap down" occurs when a stock opens below the previous day's close (see figure 2).


Figure 2

Very often a "gap up" is accompanied by bullish news, like a positive earnings surprise, takeover rumor, hot new product launch, etc. The news will often be accompanied by an analyst appearing on one of the financial news networks talking about the bullish price action and how it will likely lead to higher prices. Unfortunately this insight is rarely backed up by any sort of quantitative results that can confirm or deny if the statement is accurate.

Here at TradingMarkets we take a different approach. We feel that before we trade, it's important to know how the pattern, or setup, we are looking at has performed in the past. That way we can objectively assess whether the trade offers a good risk reward opportunity and what might happen in the future. In doing so, we are able to determine a number of important variables:

  • Number of Trades
  • Avg. % Profit/Loss
  • Avg. % of Winners
  • Winners Avg. % Profit
  • Avg. % of Losers
  • Losers Avg. % Loss

We looked at over seven million trades from 1/1/95 to 6/30/06*. The table below shows the average percentage gain/loss for all stocks during our test period over a 1-day, 2-day, and 1-week (5-days) period. These numbers represent the benchmark which we use for comparisons.

Time Period Gain/Loss
1-day 0.05%
2-days 0.10%
1-week 0.25%

Using the information above we decided to research what really happens to stocks that form gaps/laps.

Gaps

We looked at "gaps up" ranging from 2.5% to more than 25% (in other words, the stock opened today 25% higher than the previous day's high). Such extensive research produced far too much data to present in one article, but the results revealed a number of interesting findings, some of which are highlighted here:

  1. The average returns of stocks that "gap up" were negative 1-day, 2-days and 1-week later. In other words, on average, "gaps up" should not be bought.
  2. The average returns of stocks that "gap down" were positive. These results were even more pronounced when we looked at "gaps down" of 10% or more. That means traders should look to build strategies around stocks that "gap down" by 10% or more.

Graph 1 shows one example of what we found. This shows the average 1-week return of stocks that Gap Up or Gap Down by 10% or more.


Graph 1

As you can see, on average, stocks that Gap Up more than 10% show a negative return over the next week (-1.14%). By comparison, on average, stocks that Gap Down more than 10% show a positive return (+2.01%).

Why is this so? As mentioned earlier, a "gap up" is usually accompanied by bullish news of some sort, strong earnings, takeover speculation, etc. But this supposedly bullish news, on average, has not led to higher prices, so what's really going on? Most likely the "gap up" represents the last surge of buying, mainly by retail investors, when in reality the real buying has already occurred.

On the flip side, "gaps down" are usually accompanied by negative news, like lower than expected earnings, a product recall, new legislation, a lawsuit being filed, etc. The news causes investors to panic and rush for the exits. This emotionally driven type of selling results in the "gap down" but, once again, it represents the last wave a selling. The real selling has already occurred and now is the time that experienced traders, money managers and most of all, market makers are actually buying.

Laps

Our research into laps produced more of the same results. Laps Up displayed a negative bias, while laps down displayed a positive bias. Once again the results showed a significant difference between the benchmarks and the results.

Graph 2 shows another example of what we found. This shows the average 1-week return of stocks that Lap Up or Lap Down by 10% or more.


Graph 2

As you can see, on average, stocks that Lap Up more than 10% show a negative return over the next week (-1.12%). By comparison, on average, stocks that Lap Down more than 10% show a positive return (+2.12%).

The characteristics of laps and gaps are so similar, that the news surrounding laps up/down is much the same as it is surrounding gaps up/down.

News is usually bullish when stocks make "laps up" and bearish when stocks make "laps down". Once again, this news leads most investors, including institutional investors, to be buying and selling at precisely the wrong time!

The examples shown above represent just the tip of the iceberg. We found even greater opportunities by adding simple conditions, like stocks trading above or below the 200-day moving average, combining laps/gaps with PowerRatings, etc. And, while some setups offered greater risk/reward profiles than others, the underlying results were the same every time. In other words, the results were robust and conclusive.

Our research showed time and again, across almost every possible parameter, that the notion gaps/laps up are bullish, and gaps/laps down are bearish is incorrect. The statistics clearly show that, on average, it has been better to be a buyer of Gaps/Laps Down, rather than Gaps/Laps Up.

Ashton Dorkins is Editor-in-Chief of TradingMarkets.com.
editor@tradingmarkets.com

Larry Connors is CEO and Founder of TradingMarkets.com, and Connors Research.

* Our research looked at 7,050,517 trades since Jan 1, 1995. We applied a price and liquidity filter that required all stocks be priced above $5 and have a 100-day moving average of volume greater than 250,000 shares.


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