Rate of Change
What is the Rate of Change?
Rate of Change (ROC), is the percentage change in price over a specified time frame. It is one of the most basic ways to measure momentum.
How Does the Rate of Change Work?
To calculate ROC, you divide the current price by an earlier price, then, to convert it to a percentage, subtract 1 from that value and multiply by 100:
= [(Current Price / Earlier Price) - 1] *100
For example, the current price could be divided by the closing price six months ago to find the 6-month ROC.
This calculation can be applied to any type of data series, including stock prices, ETF prices, mutual fund prices or even economic data. In fact, the widely followed Consumer Price Index (CPI) is a 12-month ROC calculation of price change.
Traders can use ROC by itself as a complete trading strategy. Traders could buy when the ROC is positive and sell when it falls below zero. This is illustrated in the chart below where, by using ROC analysis, two large gains would have been attained while a large loss would have been avoided:
Some traders add a moving average to the ROC and trade based only on that. Buy signals would occur when the ROC crosses above the moving average and sell signals would be taken when the ROC falls below its moving average. Any time period could be used for the indicator or the average, but 26-week ROC with a13-week moving average is the most common setting.
Why Does the Rate of Change Matter?
Rate of change is a versatile indicator that can be used for trading or "bubble spotting."
A number of studies have shown that high momentum stocks tend to outperform over the next three to twelve months. Traders can screen for the stocks with the highest and buy them. will often turn lower and fall below its moving average ahead of a price decline, a timely sell signal. It is also helpful to see when ROC turns negative since that is often a signal that more price declines are ahead.
ROC can also be used tobubbles. Before it collapsed, the price of FXI (shown in the chart above) doubled in only six months and its ROC was above 100%. Price advances like this are generally unsustainable and by following ROC, a trader can avoid post-boom crashes. As a rule of thumb, whenever the 6-month ROC is above 50%, the advance is unlikely to continue.
Traders can also add Bollinger Bands ® to the ROC to help spot turning points. When ROC is above the upper Bollinger Band it is more than two standard deviations above average, an event that is expected to happen less than 2.5% of the time. This is a warning that prices have advanced quickly and a reversal could be near. Similarly, an upward move in prices would be expected when ROC falls below the lower Bollinger Band, which is also expected to occur only 2.5% of the time. By setting the Bollinger Bands to be 3 or more standard deviations from the average -- something that is easily done with almost any trading software -- you can spot even rarer market extremes. Only 1% of all ROC readings should be more than 3 standard deviations from the average. These rare opportunities will generally represent low risk entry points for trades.