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Recency Bias

Why the Last Thing That Happened Feels Like the Rule, Not the Exception

The most recent data point almost always feels more important than it actually is. A market that's rallied for three straight weeks starts to feel like it rallies by default. A sharp selloff after months of calm starts to feel like the calm was the illusion all along. Neither read is necessarily wrong, but both are being driven by something other than evidence, they're being driven by what happened most recently, which the mind treats as more informative than it really is.

This is recency bias, and it's less about being fooled by bad information than about weighting good information incorrectly. The last week of price action is real data. The problem is treating it as more predictive than the months of data that came before it, just because it's freshest in memory. A single hot streak gets extrapolated into a trend. A single sharp drop gets extrapolated into a crash already underway. Vivid, recent events are simply easier to recall than a longer, quieter pattern, and easy-to-recall gets mistaken for likely-to-continue.

The practical cost shows up in exactly the moments it matters most. Buying near a top because the recent run has made staying out feel like the riskier choice. Selling near a bottom because the recent drop has made staying in feel unbearable. In both cases, the decision is being made by the last few days, not by the actual balance of evidence, and the last few days are frequently the least representative window available, precisely because they're usually the most emotionally charged.

The fix isn't ignoring recent information, recent information matters, sometimes more than older information genuinely does. The fix is asking a specific question before acting on it: is this move confirmed by more than just itself. A single day's rally that isn't backed by broader participation, sustained trend structure, or real volume is a different kind of signal than a move that clears several independent checks at once. One data point extrapolated into a story is recency bias operating cleanly. Several independent signals agreeing is closer to actual evidence.

This is the entire reason a single day's move doesn't get to decide the Market Pulse read on its own. Momentum here only counts as confirmed when several independent checks agree, not because the most recent number lied, but because the most recent number, on its own, is exactly the kind of information recency bias is built to overweight.