The moving average is a tool that can help investors decide whether and when to buy or sell a stock. It presents a smoothed-out picture of where a stock’s price has been in the past and where it’s trending now.
Investors may compute moving averages over a variety of time frames, and they are useful to both long-term and short-term investors.
What is a Moving Average?
A moving average is a metric often used in technical analysis. For a stock, it’s a constantly updated average price.
Unlike trying to track a stock price day-to-day, a moving average smooths price volatility and is an indicator of the current direction a price is headed. A moving average reflects past prices—usually a stock’s closing price—so it’s not a predictor of future direction, just what’s happening now or in the past.
You can compute moving averages using almost any time frame. Common time frames include 20-day, 30-day, 50-day, 100-day and 200-day moving averages.
While a moving average is useful on its own when analyzing different types of investments, it also forms the basis of other types of technical indicators, such as the Moving Average Convergence Divergence (MACD) and the McClellan Oscillator.
Types of Moving Averages
There are three common types of moving averages that investors might consider when deciding when to buy or sell a stock:
Simple Moving Average:
As the name states, this is the simplest type of moving average. You can calculate it by finding the arithmetic mean of a set of data points. For instance, if you had an average daily price for a stock each day for the last 30 days, you would add them all together and divide by the number of days.
The Simple Moving Average (SMA) formula is as follows:
SMA = P1 + P2 + P3 + … + Pn
P = Price on a given date
n = The time period
Example: Suppose you were trying to find the simple moving average of a stock price over 10 days.
N = 10 days
Prices (in dollars) = 11, 12, 15, 13, 12, 7, 10, 11, 13, 12
SMA = (11 + 12 + 15 + 13 + 12 + 7 + 10 + 11 + 13 + 12) / 10
SMA = 11.6
Weighted Moving Average
A weighted moving average (WMA) gives more weight to certain price prices. If you overweight recent prices, for example, the measure becomes more responsive to recent price moves and less prone to the lag effect.
Exponential Moving Average:
An exponential moving average is a type of weighted moving average that calculates changes in a price cumulatively, rather than based on previous average. That means that all previous data values impact the EMA, since there is less variation over time.
Why Would an Investor use a Moving Average?
Using a moving average to analyze a stock can help you filter out the “noise” that comes from random price fluctuations. By looking at the direction of the moving average, you can get a sense of whether the price is generally moving up or generally moving down. If a moving average is moving sideways (neither up nor down), the price is probably sticking within a window and not fluctuating much.
A moving average is sometimes plotted as a line by itself on a price chart to illustrate price trends. And different moving average lines can be used in tandem to spot changes in direction. For instance, an investor might be looking at a faster moving average (one with a shorter period, such as 10 days) versus a slower moving average (one with a longer period, such as 200 days). When these lines cross each other, it’s called a moving-average crossover, and can indicate that the trend is changing or is about to change.
Moving averages can also indicate support or resistance levels. Support levels are a price level where a downward trending line would be predicted to pause, due to demand or buying interest. A resistance level is a price ceiling where an upward trending line would be expected to plateau due to selling interest. Over time, watching moving averages can help investors identify these levels of support and resistance, and use them to make buy/sell decisions.
Pros of Using a Moving Average
A moving average offers several benefits to investors.
It smooths the data.
Day-to-day price swings can be confusing to track, and make it difficult to determine a stock’s direction. A moving average smooths out volatility, giving you a better look at how a stock is trending.
It’s a simple gauge.
As an analytical tool, a simple moving average is easy to interpret. If a stock’s current price is higher than an upward trending moving average line, the stock is headed up in the short-term. If a stock’s price is lower than a downward trending moving average line, the stock is headed down in the short-term.
Easy to calculate.
A moving average is a relatively easy metric, so the average investor can calculate it on their own.
Cons of Using a Moving Average
It’s important to keep the drawbacks of moving averages in mind when using them to determine whether to buy shares of a company.
They’re not predictive.
As with all investments, past performance is not an indicator of future performance, so a moving average–no matter which type you use–can’t tell you what a stock will do next.
There’s a lag.
The longer the period your moving average covers, the greater your lag—meaning how responsive your moving average is to price changes. A 10-day exponential moving average, for instance, will react quickly to price turns, while a 200-day moving average is more sluggish and slower to react to changes.
There’s trouble with price turbulence.
If prices are trending in one direction or another, a moving average may be a helpful metric. But if prices are choppy or volatile, the moving average becomes less useful, since it will swing along with the price. Allowing for a lengthier time frame may resolve this issue, but it can still occur.
Simple moving averages weight all prices equally.
This can be a disadvantage if a stock’s price has taken a significant but recent shift.
Weighted moving averages may send false signals.
Since WMAs put more weight on more recent data, they’re faster to react to price swings, which can occasionally be misleading.
Moving averages are just one metric you can use to evaluate a stock. They can help quiet the noise of price fluctuations and show you what a stock is doing over time. That said, in some environments or with specific price patterns, moving averages may lag or send a misleading signal.
Whether you’re ready to start analyzing stocks yourself, or you’re looking for someone else to use such metrics to recommend investments, the SoFi Invest investment app can help. The platform offers a straightforward way to invest in stocks, ETFs and even crypto, while offering investment education and market news. You can invest as little as $5, and even buy fractional shares in your favorite companies.
Photo credit: iStock/nilakkus
The information provided is not meant to provide investment or financial advice. Investment decisions should be based on an individual’s specific financial needs, goals and risk profile. SoFi can’t guarantee future financial performance. Advisory services offered through SoFi Wealth, LLC. SoFi Securities, LLC, member FINRA / SIPC . SoFi Invest refers to the three investment and trading platforms operated by Social Finance, Inc. and its affiliates (described below). Individual customer accounts may be subject to the terms applicable to one or more of the platforms below.
1) Automated Investing—The Automated Investing platform is owned by SoFi Wealth LLC, an SEC Registered Investment Advisor (“Sofi Wealth“). Brokerage services are provided to SoFi Wealth LLC by SoFi Securities LLC, an affiliated SEC registered broker dealer and member FINRA/SIPC, (“Sofi Securities).
2) Active Investing—The Active Investing platform is owned by SoFi Securities LLC. Clearing and custody of all securities are provided by APEX Clearing Corporation.
3) Cryptocurrency is offered by SoFi Digital Assets, LLC, a FinCEN registered Money Service Business.
For additional disclosures related to the SoFi Invest platforms described above, including state licensure of Sofi Digital Assets, LLC, please visit www.sofi.com/legal. Neither the Investment Advisor Representatives of SoFi Wealth, nor the Registered Representatives of SoFi Securities are compensated for the sale of any product or service sold through any SoFi Invest platform. Information related to lending products contained herein should not be construed as an offer or pre-qualification for any loan product offered by SoFi Lending Corp and/or its affiliates.