Why MACD Divergence Can Be an Unreliable Signal (2024)

MACD divergence is discussed in most trading books and frequently cited as the reason for trend reversals, or why a trend could reverse. In hindsight, divergence looks great; many examples can be found where a reversal was preceded by MACD divergence.

Look closely though, and you'll find that many reverses aren't preceded by divergence, and often divergence doesn't result in a reversal at all. So before assuming that divergence is a reliable tool to use in your trading, let'sdig deeper into what MACD divergence is, what causes it and how to improve the use of divergence.

Key Takeaways

  • MACD is a popular technical indicator used by traders across many different markets, however its usefulness has been questioned.
  • One of the main problems with divergence is that it can often signal a possible reversal but then no actual reversal actually happens—it can produce a false positive.
  • The other problem is that divergence doesn't forecast all reversals. In other words, it can predict too many reversals that don't occur and not enough real price reversals.

What Is Indicator Divergence?

Indicator divergence is when an oscillator or momentum indicator, such as the moving average convergence divergence (MACD) indicator,doesn't confirm the movement of price. For example, a stock price makes a new high while theMACDor relative strength index (RSI)indicator makes a lower high.

The chart above shows an example of divergence during an uptrend. The price continues to trend higher, but theMACDon several occasions does not make new highsand instead creates lower highs.

Indicator divergence is meant to show that momentum is waning during a trendand is therefore more susceptible to a reversal. However, divergence is not good at timing when a reversal will occur, as the chart above shows. As early as 2012, divergence was present on the chart, even though the uptrend continued into 2015, with significant pullbacks in late 2014 and 2015. This is bearish divergence: when the indicator is making lower highs while the price is making higher swing highs.

Bullish divergence occurs when the price is making lower swing lows while the indicator is making higher lows. It is meant to show that selling momentum is slowing and that the downtrend is more susceptible to a reversal. The chart below shows bullish divergence; the lows inMACDare rising while the price continues to fall. Despite the presence of divergence between mid-2013 and late 2015, the price continued its downtrend.

Why MACD Divergence Can Be an Unreliable Signal (2)

Common Problems With MACD Divergence

One of the main problems with divergence is that it often signals a (possible) reversal but no actual reversal occurs—a false positive. The other problem is that divergence doesn't forecast all reversals. In other words, it predicts too many reversals that don't occur and not enough real price reversals.

We'll cover how to handle these problems in the next section. First, here are two common causes of false positives—that almost always occurs in certain situationsbut won't necessarily lead to a reversal.

Divergence will always occur when there's a sharp (big movement in a short amount of time) move followed by less sharp movement. This is actually what divergence is meant to capture, as many traders believe that if price movementslows down it's poised for a reversal.

The chart below shows a stock gapping higher and then accelerating to the upside. This rapid and large price move causes the MACD to jump, and since the price can't continue to keep gapping higher, divergence occurs. The divergence in this case doesn't indicate a reversal, just that the price movement is slower than the price movement (gap higher) that caused the indicator to jump. The gap caused an unusualjump in the indicator, so as the price returns to more "normal" behavior, divergence occurs. Each price wave of a trend is different, and not all price waves will move rapidly in a very short amount of time. In this case, the jump in price was followed by a slower price rise, resulting in a declining MACD readingbut not a reversal.

Why MACD Divergence Can Be an Unreliable Signal (3)

After a sharp price move, the price movement that follows will almost always be slower (covering less distance or covering it in a longer amount of time), even though the trend may be still be ineffect.

"False positive" divergence also often occurs when the price moves sideways, such as in a range or triangle pattern following a trend. As discussed previously, a slowdown (sideways movement or slow trending movement)in the price will cause the MACD to pull away from its prior extremesand gravitate toward the zero line.

The MACD gravitates toward the zero line when the price is moving sideways because the distance between the 26-period moving average and the 12-period moving average—what the MACD is measuring—narrows. The moving averages (shown below) have a much harder time moving away from each other when the price is moving sideways. Signals the MACD may provide while this is occurring are degraded, because moving averages—what the indicator is based on—do not function well in choppy or sideways markets. (Moving averages tend to work better in trends.)

Why MACD Divergence Can Be an Unreliable Signal (4)

Since the MACD will almost always gravitate toward zeroand likely away from prior extreme MACD highs or lows, when the price moves sideways, the MACD will almost always show divergence. Usually, these signals will be of little use because the MACD is just fluttering around the zero line as the moving averages whip back and forth.

Having discussed some of the potential problems with the MACD, and what to watch for, here are some ways to improve on MACD divergence using price action analysis as well.

Always Utilize Price Action With Divergence

Price is the ultimate indicator, with momentum indicators simply manipulating price data. Use price action to aid decision making when using the MACD.

Here are some basic guidelines for doing so:

  • Expect to see divergence on the MACDwhen the price movement slows (relative to prior price waves)or moves sideways. This isn't necessarily an indication of a reversal.
  • If divergence is present, don't exit a current trade only because of the divergence. For example, if a stock is in an uptrend, don't exit the long trade simply because divergence is present. As shown, divergence isn't a good timing indicator and may not result in a reversal at all.
  • If looking to enter a trade based on divergence, wait for the price to break the current trend, confirming the divergence, before acting. For example, if the trend is up but there is bearish divergence, only go short once the price has broken out of the uptrend and is moving in a downtrend. In an uptrend, the price must make lower swing highs and lower swing lows to indicate a new downtrend. For a downtrend to reverse, the price must make higher swing highs and higher swing lows.
  • Trust price action more than divergence. If the price breaks out of a prior trend, heed the warning even if divergence wasn't present at the time of the reversal.

Even with these guidelines, divergence may provide beneficial insight on some trades, but not others. It's a tool that may aid trading but is not perfect. Understanding the weaknesses, and helping to compensate by also analyzing price action, is required.

The Bottom Line

Using indicators or divergence isn't a bad thing. Divergence shows the price is losing momentum relative to prior price swings, but that doesn't necessarily indicate a price reversal. Divergence also doesn't need to be present for the trend to reverse. Divergence almost always occurs when the price makes a sharp move in the trending direction and then moves sideways or continues to trend but at a slower pace. A sharp move followed by a consolidation is often a sign of trend strength, not a reversal as MACD divergence would suggest.

When using divergence, understand what causes itso that you can avoid some of the problems with indicator divergence. Analyze price action as well; slowdowns in a trend are visible without the use of the indicator, as are price reversals. If using divergence, test its validity for aiding your entry and exit points over a several-month period to assess whether divergence improves your performance or not.

Why MACD Divergence Can Be an Unreliable Signal (2024)

FAQs

Why MACD Divergence Can Be an Unreliable Signal? ›

One of the main problems with divergence is that it often signals a (possible) reversal but no actual reversal occurs—a false positive. The other problem is that divergence doesn't forecast all reversals. In other words, it predicts too many reversals that don't occur and not enough real price reversals.

Does MACD give false signals? ›

MACD can generate false signals when the price moves sideways or in a range-bound market, as it may produce crossovers that do not reflect the true trend direction. MACD can lag the price action, as it is based on historical data and smoothing techniques.

Is divergence reliability? ›

During periods of low liquidity or high volatility, the reliability of divergence can be low, meaning traders can make wrong decision when relying on trading data. Lagging Indicators: Divergence signals are typically lagging indicators, meaning they may not provide timely alerts of trend reversals.

What is the disadvantage of MACD? ›

Drawbacks of MACD

Traders should be aware that the whipsaw effect can be severe in both trending and range-bound markets because relatively small movements can cause the indicator to change directions quickly. A large number of false signals can result in a trader taking many losses.

What is the MACD divergence signal? ›

When prices are trending one way and the MACD indicator is trending in the opposite direction, you have a “divergence.” MACD/signal line crossovers accompanied by divergences tend to provide more reliable signals than crossovers not accompanied by divergences.

How reliable is MACD divergence? ›

One of the main problems with divergence is that it often signals a (possible) reversal but no actual reversal occurs—a false positive. The other problem is that divergence doesn't forecast all reversals. In other words, it predicts too many reversals that don't occur and not enough real price reversals.

Do professional traders use MACD? ›

It plots out the difference between the fast MACD line and the signal line. Traders can use the MACD histogram as a momentum indicator to jump ahead of changes in market sentiment.

Which is more accurate RSI or MACD? ›

When it comes to strengths and weaknesses, MACD is a momentum indicator that is better at identifying trend reversals. On the other hand, RSI is better at identifying overbought or oversold conditions. However, combining both indicators can provide a more comprehensive view of the market.

Is there a better indicator than MACD? ›

The Schaff Trend Cycle (STC) is a technical analysis indicator used in trading and investing to identify trends and generate trading signals. The STC indicator helps to identify trends in a smoother and more responsive manner compared to traditional MAs and even under certain parameters, the MACD.

What is the most accurate MACD settings? ›

For daily charts, many traders find the default MACD settings (12, 26, 9) to be very effective. This timeframe captures the broader market trends and helps filter out market noise. Combine MACD with other indicators like RSI or Bollinger Bands when analyzing a 1-day chart for a more comprehensive market view.

Which indicator is best for divergence? ›

2 most prominent indicators to identifying divergences between price and momentum are - Relative Strength Index (RSI): If the price keeps making new highs but the RSI fails to make new highs (bearish divergence), it might suggest weakening momentum and a potential price reversal.

How accurate is divergence trading? ›

Divergence signals tend to be more accurate on the longer time frames. You get fewer false signals. This means fewer trades but if you structure your trade well, then your profit potential can be huge. Divergences on shorter time frames will occur more frequently but are less reliable.

How to filter MACD false signals? ›

Increasing the number of periods for the signal line will reduce the number of crossover signals, helping avoid false signals. However, trade signals will occur later than they would with a shorter signal line EMA. The indicator can be applied to any timeframe, but it's preferable to choose those from H1 and bigger.

How accurate is the MACD indicator? ›

Is MACD a good indicator? No, our research shows that MACD is not a good indicator on standard settings using standard charts. It has a low success rate of 3 to 50%, with an average of 60% of losing trades.

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