How do you determine the trend? What time frame do you use? Which part of the price movement do you look at? If the short-term trend is bullish but the long-term trend is bearish, are you trading with the trend or against it? A lot of people don’t figure this out before they start trading, and the result is they feel increasingly frustrated—prices go up, but you don’t have a position; prices go down, and you’re stuck holding onto a losing trade. The truly effective approach isn’t about “choosing” the right time frame; it’s about first clarifying which time frame you’re trading in. For example, if you’re trading on the 1-minute chart, you should refer to the 15-minute trend structure. If the 15-minute chart is still clearly in a downtrend, and you’re looking for long positions on the 1-minute chart, you’re essentially trying to catch a rebound in a counter-trend move, which naturally lowers your win rate. The reverse is also true: if you’re trading on the hourly chart but using the 1-minute chart to make decisions, the fluctuations you see are all emotional noise and can’t provide any real insight into the trend direction. So, the logic behind trend analysis has never been about “finding the most accurate direction”; it’s about first figuring out which time frame you’re trading in. Only when your time frame aligns can trend analysis be meaningful and directional decisions valuable. Otherwise, it’s just random swings with no coherence—you’re not even fighting the same battle.