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? ›

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.

How to differentiate between leading and lagging indicators? ›

Leading indicators look ahead and attempt to predict future outcomes, whereas lagging indicators look at the past. Some people fixate on leading indicators, arguing that what happened in the past is useless. However, that's not true. Lagging indicators are very useful at confirming trends and changes in trends.

Is MACD leading or lagging indicator? ›

MACD is a lagging indicator. After all, all the data used in MACD is based on the historical price action of the stock. Because it is based on historical data, it lags the price. However, some traders use MACD histograms to predict when a change in trend will occur.

What is the difference between lag measures and lead measures? ›

While a lag measure tells you if you've achieved the goal, a lead measure tells you if you are likely to achieve the goal. No matter what you are trying to achieve, your success will be based on two kinds of measures: Lag and Lead. Lag measures track the success of your wildly important goal.

Which indicator is best for option trading in Angel One? ›

The popular choices include,
  • Moving Average Line.
  • Moving Average Convergence Divergence (MACD)
  • Relative Strength Index (RSI)
  • On-Balance-Volume (OBV)
  • Bollinger Bands.
  • Supertrend Indicator.
  • Advanced-Decline Line.

What is an example of a lagging indicator? ›

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.

Is RSI leading or lagging? ›

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.

Is RSI a leading or lagging indicator? ›

RSI oscillator is mainly used to measure the rate at which stock and other assets price movements occur. It is used to give early trade signals, that is why it is a leading indicator. It helps in identifying overbought and oversold territories.

Which is more accurate RSI or MACD? ›

The MACD is known for its accuracy in identifying trends and momentum in the market, while the RSI is better at detecting overbought or oversold conditions. Despite their usefulness, both indicators can produce false signals if used in isolation or with the default setting.

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

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 is an example of a leading indicator? ›

Leading indicator examples include the Consumer Confidence Index, Purchasing Managers' Index, initial jobless claims, and average hours worked. Lagging indicators are metrics that can confirm change rather than predict it.

What are leading and lagging KPI indicators? ›

These KPIs, such as the number of enquiries, help predict future sales and give you the ability to plan and make strategic decisions. The key difference between Leading and Lagging KPIs is that Leading KPIs indicate where you're likely to go, while Lagging KPIs only measure what you have already achieved.

What is the most successful scalping indicator? ›

The EMA indicator is regarded as one of the best indicators for scalping since it responds more quickly to recent price changes than to older price changes. Traders use this technical indicator for obtaining buying and selling signals that stem from crossovers and divergences of the historical averages.

Which indicator has the highest accuracy? ›

Which is one of the most accurate trading indicators? The most accurate for trading is the Relative Strength Index. It is considered one of the best momentum indicators for intraday trading. It helps investors identify the shares which are bought and sold in the market.

Which indicator gives a buy-sell signal? ›

Stochastics are a favored technical indicator because they are easy to understand and have a relatively high degree of accuracy. It falls into the class of technical indicators known as oscillators. The indicator provides buy and sell signals for traders to enter or exit positions based on momentum.

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 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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