The article introduces a new technical indicator called MACDt for high-frequency trading. This indicator is based on the commonly used MACD indicator and is designed to help with buying and selling decisions in fast-paced trading environments. The researchers show that MACDt is stable and can be used effectively in high-frequency trading strategies. By testing this new approach with real market data, they demonstrate its potential for improving trading outcomes in high-frequency trading scenarios.