What is the best way to measure share price volatility?

What is the best way to measure share price volatility?

Financial Literacy
Saxo Be Invested

Saxo Group

Summary:  Volatility is a crucial part of trading - without it, you wouldn't see the price changes that have the potential to lead to profit. Discover the most effective metrics to gauge the likely volatility of an equity’s market value before you invest a cent. From standard deviation to beta, here is a detailed account of the metrics traders are using to track volatility today.


A basic definition of volatility

If you are new to buying and selling stocks, it’s important to familiarise yourself with the concept of market volatility before you commit any money upfront. Essentially, volatility refers to how much the price of an equity is likely to move during a set timeframe. The higher the volatility, the more divergence you can expect in a share’s price – that means upward and downward movement. 

A stock with low volatility is said to have a relatively stable price. Although that brings its own negatives, with limited potential for returns on investment. Stocks with high volatility are inherently riskier, but they do offer the potential for greater returns on investment.

Is volatility good or bad when trading stocks?

You’d never make a profit from going long or short on a stock if its share price never moved. The fact that prices are always fluid in the financial markets creates daily and even hourly opportunities for retail traders. High volatility means that the degree of the price movement has the potential to be sharper than normal. This makes higher-than-average profits possible but may also generate higher-than-average losses.

It takes discipline for retail traders to take full advantage of volatility. Adopting risk management techniques to preserve your capital and take smaller profits to build longer-term positions is essential to ride out periods of uncertainty. It’s also okay for retail traders to sit on their hands during periods of significant volatility. If you don’t know where or why a price is moving in a certain direction, sometimes the best move to make is none at all.

The most common measures of stock market volatility revealed

Four primary measures of volatility are used to gauge the degree of risk and potential loss when buying and selling any publicly listed equity. 

Standard deviation

The number-one metric to determine the volatility of a stock is standard deviation. This is known as a quantitative calculation. To break down the jargon, when the standard deviation figure is high, you can expect a wider range of potential returns on investment in a stock. If the standard deviation figure is lower than anticipated, this suggests you can calculate expected returns with more certainty, as its market price has a narrower trading range. 

The formula often used to assume the standard deviation of an equity is the square root of the asset’s variance. You must first determine the average squared deviation from an asset’s average price and then work backwards to calculate the square root of this figure. 

One of the biggest criticisms of standard deviation as a measure of volatility in the stock market is that it’s based on historical data and is not forward-looking by nature. In any case, exclusively using standard deviation and historical data to form a basis for potential returns in the future is never a sensible move. That’s because there is no guarantee of the past being replicated. 

The other drawback of standard deviation is that it doesn’t separate the difference between upward and downward price movement. For example, if an equity posts substantial growth in its share price in a 12-month period, the standard deviation reading would be high. This could mislead novice investors into thinking the asset is volatile and cause them to overlook the bullish sentiment surrounding it. 

Maximum drawdown

The concept of maximum drawdown is a general indicator of an equity’s downside risk during a set timeframe. Some investors decide to use maximum drawdown as a measure of volatility in its own right, or combine it with other metrics like Calmar Ratio and Return over Maximum Drawdown. 

There is a simple formula to determine the maximum drawdown value of a share price. Subtract the peak value from the trough - or bottom - value and divide the answer by the peak value. 

For argument’s sake, let’s say the trough value was $5 and the peak value was $10. You would take the following calculation: 

5 - 10 / 10 = -50% 

The larger the maximum drawdown percentage, the more an equity is considered to be volatile. The worst possible maximum drawdown is -100%. In this case, the investment becomes entirely worthless and all capital committed is lost. 

Risk-averse investors will prefer equities that have tighter maximum drawdowns, as this is an indicator that general losses from any such investment will be only a small percentage of overall capital. 

One of the biggest drawbacks of maximum drawdown is that although it accounts for the biggest potential loss before a new peak is achieved, it doesn’t factor in the regularity of losses or the size of any profits. 

Beta 

After standard deviation, beta is generally the second most popular metric for stock volatility. Beta helps to determine the broad risk profile of an asset. Investors typically use beta to gauge risk for equities housed within a leading index fund such as the S&P 500. 

When it comes to measuring beta, the neutral benchmark is set at 1.0. Usually, the index itself will be given the neutral benchmark, with equities listed within the fund likely to set either side of this figure. 

The higher the beta score, the more volatile an equity’s market value is likely to be. If an equity has a beta score of less than 1.0, this means it has a much tighter trading range. That could suit risk-averse investors or those who prefer short, sharp trades called ‘scalps’ where traders open and close orders on an asset within a matter of minutes or seconds to take advantage of price fluctuations. 

The concept of beta was born out of the original capital asset pricing model (CAPM), which calculates the value of equity funding and the apparent risk to potential investors. It has a basic formula of covariance divided by variance. The downside to beta as a rule of thumb is that it fails to factor in the of an asset. 

The CBOE Volatility Index (VIX) 

The VIX is one of the most influential metrics to determine the expectation of volatility in indices options for the S&P 500. Experienced equities traders have described VIX as the ‘fear index’, as it measures the uncertainty in the markets. The VIX was the brainchild of the Chicago Board Options Exchange (CBOE). It is a forward-looking measurement, determining the likely movement of share prices in the next 30 days of trading. It’s underpinned by put and call options on the S&P 500 index. 

If the VIX is high in historical terms, it suggests the stock markets are more likely to be volatile and bearish. In the year to date, with inflation ramping up globally, VIX has risen 76%. That is a considerable increase. Around the time of the global financial crisis in 2008, VIX soared to an all-time high of 79.13, compared with 29.43 on October 21, 2022. 

The general barometer of VIX is that anything over 30 equates to credible uncertainty across the financial markets. 

How to minimise the impact of volatility on your equities portfolio 

One of the number-one options you have to curb the impact of volatility on the equities in your portfolio is to diversify the asset classes you invest in. Government bonds and stocks tend to work in opposite directions and can be an effective hedge against falling equities. 

You may also consider rebalancing your overall portfolio based on a new risk-reward profile. In particularly bearish market conditions, it may be a good idea to reduce the percentage of stock holdings within your portfolio. A balanced asset allocation model is often the way to go. You can include some high-risk stocks with the potential to yield huge payoffs, as well as more conservative government or commercial bonds. 

The inflationary climate will also influence your choice of bonds. In times of high inflation, it’s possible that low-risk, low-return bonds do not even keep pace with inflation, thereby eating into your portfolio’s purchasing power. 

Ultimately, volatility is one of the realities of investing that simply cannot be avoided in its entirety. But by hedging or diversifying your portfolio, you can lessen the risk to your overall funds until economic conditions become more bullish. 

Looking to trade stocks for the first time? At Saxo Bank, we provide access to over 23,000 equities listed on the world’s major stock exchanges including London, New York and Hong Kong.

Quarterly Outlook

01 /

  • Fixed Income Outlook: Bonds Hit Reset. A New Equilibrium Emerges

    Quarterly Outlook

    Fixed Income Outlook: Bonds Hit Reset. A New Equilibrium Emerges

    Althea Spinozzi

    Head of Fixed Income Strategy

  • Equity Outlook: Will lower rates lift all boats in equities?

    Quarterly Outlook

    Equity Outlook: Will lower rates lift all boats in equities?

    Peter Garnry

    Chief Investment Strategist

    After a period of historically high equity index concentration driven by the 'Magnificent Seven' sto...
  • FX Outlook: USD in limbo amid political and policy jitters

    Quarterly Outlook

    FX Outlook: USD in limbo amid political and policy jitters

    Charu Chanana

    Chief Investment Strategist

    As we enter the final quarter of 2024, currency markets are set for heightened turbulence due to US ...
  • Commodity Outlook: Gold and silver continue to shine bright

    Quarterly Outlook

    Commodity Outlook: Gold and silver continue to shine bright

    Ole Hansen

    Head of Commodity Strategy

  • Macro Outlook: The US rate cut cycle has begun

    Quarterly Outlook

    Macro Outlook: The US rate cut cycle has begun

    Peter Garnry

    Chief Investment Strategist

    The Fed started the US rate cut cycle in Q3 and in this macro outlook we will explore how the rate c...
  • FX: Risk-on currencies to surge against havens

    Quarterly Outlook

    FX: Risk-on currencies to surge against havens

    Charu Chanana

    Chief Investment Strategist

    Explore the outlook for USD, AUD, NZD, and EM carry trades as risk-on currencies are set to outperfo...
  • Equities: Are we blowing bubbles again

    Quarterly Outlook

    Equities: Are we blowing bubbles again

    Peter Garnry

    Chief Investment Strategist

    Explore key trends and opportunities in European equities and electrification theme as market dynami...
  • Macro: Sandcastle economics

    Quarterly Outlook

    Macro: Sandcastle economics

    Peter Garnry

    Chief Investment Strategist

    Explore the "two-lane economy," European equities, energy commodities, and the impact of US fiscal p...
  • Bonds: What to do until inflation stabilises

    Quarterly Outlook

    Bonds: What to do until inflation stabilises

    Althea Spinozzi

    Head of Fixed Income Strategy

    Discover strategies for managing bonds as US and European yields remain rangebound due to uncertain ...
  • Commodities: Energy and grains in focus as metals pause

    Quarterly Outlook

    Commodities: Energy and grains in focus as metals pause

    Ole Hansen

    Head of Commodity Strategy

    Energy and grains to shine as metals pause. Discover key trends and market drivers for commodities i...

Disclaimer

The Saxo Bank Group entities each provide execution-only service and access to Analysis permitting a person to view and/or use content available on or via the website. This content is not intended to and does not change or expand on the execution-only service. Such access and use are at all times subject to (i) The Terms of Use; (ii) Full Disclaimer; (iii) The Risk Warning; (iv) the Rules of Engagement and (v) Notices applying to Saxo News & Research and/or its content in addition (where relevant) to the terms governing the use of hyperlinks on the website of a member of the Saxo Bank Group by which access to Saxo News & Research is gained. Such content is therefore provided as no more than information. In particular no advice is intended to be provided or to be relied on as provided nor endorsed by any Saxo Bank Group entity; nor is it to be construed as solicitation or an incentive provided to subscribe for or sell or purchase any financial instrument. All trading or investments you make must be pursuant to your own unprompted and informed self-directed decision. As such no Saxo Bank Group entity will have or be liable for any losses that you may sustain as a result of any investment decision made in reliance on information which is available on Saxo News & Research or as a result of the use of the Saxo News & Research. Orders given and trades effected are deemed intended to be given or effected for the account of the customer with the Saxo Bank Group entity operating in the jurisdiction in which the customer resides and/or with whom the customer opened and maintains his/her trading account. Saxo News & Research does not contain (and should not be construed as containing) financial, investment, tax or trading advice or advice of any sort offered, recommended or endorsed by Saxo Bank Group and should not be construed as a record of our trading prices, or as an offer, incentive or solicitation for the subscription, sale or purchase in any financial instrument. To the extent that any content is construed as investment research, you must note and accept that the content was not intended to and has not been prepared in accordance with legal requirements designed to promote the independence of investment research and as such, would be considered as a marketing communication under relevant laws.

Please read our disclaimers:
- Notification on Non-Independent Investment Research (https://www.home.saxo/legal/niird/notification)
- Full disclaimer (https://www.home.saxo/en-gb/legal/disclaimer/saxo-disclaimer)

Saxo
40 Bank Street, 26th floor
E14 5DA
London
United Kingdom

Contact Saxo

Select region

United Kingdom
United Kingdom

Trade Responsibly
All trading carries risk. To help you understand the risks involved we have put together a series of Key Information Documents (KIDs) highlighting the risks and rewards related to each product. Read more
Additional Key Information Documents are available in our trading platform.

Saxo is a registered Trading Name of Saxo Capital Markets UK Ltd (‘Saxo’). Saxo is authorised and regulated by the Financial Conduct Authority, Firm Reference Number 551422. Registered address: 26th Floor, 40 Bank Street, Canary Wharf, London E14 5DA. Company number 7413871. Registered in England & Wales.

This website, including the information and materials contained in it, are not directed at, or intended for distribution to or use by, any person or entity who is a citizen or resident of or located in the United States, Belgium or any other jurisdiction where such distribution, publication, availability or use would be contrary to applicable law or regulation.

It is important that you understand that with investments, your capital is at risk. Past performance is not a guide to future performance. It is your responsibility to ensure that you make an informed decision about whether or not to invest with us. If you are still unsure if investing is right for you, please seek independent advice. Saxo assumes no liability for any loss sustained from trading in accordance with a recommendation.

Apple, iPad and iPhone are trademarks of Apple Inc., registered in the U.S. and other countries. App Store is a service mark of Apple Inc. Android is a trademark of Google Inc.

©   since 1992