To avoid false signals from the MACD indicator. You should combine MACD with other indicators. Specifically, RSI, Bollinger Bands, or moving averages,... to confirm the signal. You can also evaluate the trading volume to confirm the MACD signal. Strong signals often come with high trading volume.