TradFi Fundamentals: Momentum Trading with Macroeconomic Data

How it works

The indicator calculates price momentum as a percentage change over a configurable lookback period, then normalizes this momentum using a rolling simple moving average and standard deviation. It simultaneously retrieves macroeconomic data including GDP, inflation, unemployment, and interest rates from specialized tickers.

Each economic indicator is standardized into a z-score by subtracting its moving average and dividing by its standard deviation. These normalized components are then weighted and combined into a comprehensive momentum score, with default weights of 50% for price momentum and varying percentages for economic indicators.

Why it may be useful

Traditional momentum indicators often rely solely on price action, potentially missing critical economic context that can significantly impact market movements. By integrating macroeconomic data directly into the momentum calculation, traders gain a more holistic view of market conditions beyond pure technical analysis.

This approach provides a more nuanced understanding of market dynamics, allowing traders to factor in fundamental economic trends alongside technical price movements. The normalized and weighted approach helps smooth out individual indicator variations and create a more robust trading signal.

When to explore it

This momentum strategy works best in markets with clear economic trends and significant macroeconomic influence, such as major stock indices, currency pairs, and broad market ETFs. It is particularly effective during periods of economic transition or when significant policy changes are anticipated.

Traders should be most attentive to this signal during earnings seasons, major economic announcements, and periods of potential monetary policy shifts. The indicator is most valuable when used in conjunction with other technical and fundamental analysis tools, providing an additional layer of market insight.

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