Lagging vs Leading Indicators: Know the Difference | Angel One (2024)

Investors track a lot of business, economic and stock price indicators to make decisions about what to buy, hold or sell in the share market. These indicators are generally of two types – lagging indicators and leading indicators. Lagging indicators are those which tell us about an event after it has happened whereas leading indicators are predictive in nature — they signal what is likely to happen.

Leading and lagging indicators aren’t only specific to the share market. They also appear in areas such as economics, management, finance and safety. For example, consumer sentiment and bond yields are leading indicators. On the other hand, unemployment numbers, measures of inflation such as wholesale price index and consumer price index, amount of loans disbursed and car sales are some prominent lagging indicators.

One interesting case in point are GDP (gross domestic product) statistics. If we are talking about GDP estimates, then they are leading indicators. However, if GDP of past years are being considered then they are lagging indicators. As such GDP statistics are called coincident indicators as they can’t be delineated perfectly in the dichotomy of leading vs lagging indicators.

Leading indicators vs lagging indicators: advantages and disadvantages

a) While lagging indicators are easier to identify, they don’t capture the current trend. For example, when there is a reversal in the direction of a stock price, these indicators will tell you that the reversal has happened. However, it might be too late to make gains or arrest losses by then.

b) Leading indicators could help a share market investor stay ahead of the curve but they could also give false signals.

c) One must appreciate that these indicators are based on data collection and algorithms. As a result, rough edges in any of one of the factors might lead to an incorrect indication.

d) False signals is an issue with leading indicators as they are usually quite fast to respond to changes in stock prices.

e) However, false signals could be given by lagging indicators too as there is inertia in responding to reversal of trends

1) Exponential moving average (EMA): It’s a tool that gives more importance to the latest observations. That’s how it is different from the simple moving average which gives equal importance to all data points. EMAs can be constructed for any length of time. It is advisable to use as much historical data as possible for the EMA of a particular stock to improve its accuracy. The longer period EMAs are slower in changing direction.

2) Moving average convergence/divergence (MACD): This is a tool that helps investors identify the bullish and bearish nature of a particular trend. It is a function of two EMAs and can indicate the momentum and duration of a trend among other things.

3) Average Directional Index (ADX): This technical analysis tool helps gauge the strength of a trend. It is denoted by a number ranging from 0 to 100.

1) Relative strength index (RSI): As the name suggests, RSI is a leading indicator that tells investors when a security is oversold or overbought in the market.

2) Stochastic oscillator: This indicator predicts the turning points in the market by comparing the historical price range of a security to its closing price

3) Williams %R: This tool is an indicator of the security’s proximity to the high and low in a particular trading period which is generally two weeks.

Four important points of difference between leading and lagging indicators

1) Lagging indicators provide fewer false signals which might mean a smaller probability of stop-out losses.

2) Another key difference between leading and lagging indicators is that the latter is generally more accurate by virtue of the fact that it is the result of post facto data gathering and calculations.

3) Given the slow nature of lagging indicators, the signals might not come in early enough to book large gains by capturing a bigger part of the move.

4) Another major difference between leading and lagging indicators is that the former kind is generally more useful in day trading whereas the latter would be more helpful in swing trading

Leading indicators vs lagging indicators: Which type wins?

Making a pick among multiple leading indicators vs lagging indicators at a particular juncture is tough. A successful trading strategy can be devised by combining inferences from both rather than completely overlooking one while blindly trusting another. Making moves in the market by balancing both kinds of indicators is how investors generally operate. As such one doesn’t have to make a hobson’s choice in the leading indicators vs lagging indicators paradigm.

Lagging vs Leading Indicators: Know the Difference | Angel One (2024)

FAQs

Lagging vs Leading Indicators: Know the Difference | Angel One? ›

Leading indicators predict future performance and help drive your daily initiatives. Lagging indicators, on the other hand, reflect past performance to assess success and shape long-term strategy.

What is the difference between lagging and leading indicators? ›

Leading indicators predict future performance and help drive your daily initiatives. Lagging indicators, on the other hand, reflect past performance to assess success and shape long-term strategy.

How do you identify key leading and lagging indicators? ›

A leading indicator is a predictive measurement, for example; the percentage of people wearing hard hats on a building site is a leading safety indicator. A lagging indicator is an output measurement, for example; the number of accidents on a building site is a lagging safety indicator.

What are leading vs lagging key risk indicators? ›

If a leading indicator informs business leaders of how to produce desired results, a lagging indicator measures current production and performance. While a leading indicator is dynamic but difficult to measure, a lagging indicator is easy to measure but hard to change.

What is the correlation between leading and lagging indicators? ›

Mathematically, leading and lagging indicators are correlations where the maximum correlation is observed with a temporal offset between the two observables being compared. In this technique, the offset is created by adding a constant value to the time of one set of observations.

What is a lagging indicator example? ›

Some general examples of lagging indicators include the unemployment rate, corporate profits, and labor cost per unit of output. Interest rates can also be good lagging indicators since rates change as a reaction to severe movements in the market.

What is an example of a leading indicator? ›

Some examples of leading indicators include tracking the number of workers who attend monthly safety meetings or keeping data on the routine maintenance of work vehicles (such as on time oil or brake pad replacements).

What is an example of a leading and lagging indicator in safety? ›

The number of back injuries from patient lifting is the lagging indicator that you hope to drive down with a leading indicator. In this example, your leading indicator is the arrival time of your lift team, and your goal is for arrival to be within five minutes.

What is an example of a lead and lag indicator in HR? ›

For example, employee satisfaction surveys are useful as a leading indicator for employee turnover rates. Lagging indicators are reactive (ex-post) and occur after the fact. They provide information about past events and performance, often used to evaluate the success or failure of a project or a strategy.

What are lead and lag indicators for risk management? ›

A lagging indicator is an outcome-oriented metric (such as incident rates or other measures of past performance). A leading indicator is a process-oriented metric (such as rate of implementation of, or conformance with, policies and procedures that support a safety management system).

What is the primary advantage of lagging indicators over leading indicators? ›

One of the advantages of lagging indicators is how easy they are to identify and capture. This often has teams focused primarily on these KRIs which are only one piece of the puzzle. Lagging indicators are historical in nature and do not reflect current activities. These measures lack predictive power.

Should KPIs be leading or lagging? ›

Don't rely solely on Lagging KPIs in your business planning and goal setting. Consider including one or two Leading KPIs to give you the competitive advantage and the ability to initiate corrective actions if needed. Empower your business with the power of Leading KPIs today!

What is the difference between the leading and lagging strand? ›

The lagging strand is synthesized continuously, whereas the leading strand is synthesized in short fragments that are ultimately stitched together.

How do you tell if a signal is leading or lagging? ›

We will observe a specific point on the signal, such as the maximum value, and determine if it shifted left or right on the graph. When the phase of a signal is positive as in Figure sinPlus45Ph , we say that the signal is leading with respect to the signal , because it is shifted to the left for ().

What is an example of a lead and lag? ›

For example, if Activity A takes 5 days to complete and Activity B has a lead time of 2 days, then Activity B can start 2 days before Activity A finishes. On the other hand, lag time refers to the amount of time that you must delay a successor activity relative to a predecessor activity.

What is an example of a leading and lagging indicator in HR? ›

For example, productivity is a leading KPI for labor cost. A lagging indicator refers to past developments and effects. This reflects the past outcomes of KPIs. If productivity is a leading HR KPI for labor cost, sickness rate would be a lagging KPI.

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