Hypothesis Overload Hurts Research
Researchers often believe that adding more hypotheses (H1…H20) makes a paper “comprehensive.” In reality, shotgun hypothesis testing introduces noise, confuses theoretical framing, and triggers statistical inflation. Peer reviewers increasingly flag these issues because journals now demand theoretical clarity, replicability, and transparent analysis decisions. The chart above demonstrates a key reality: false-positive rates increase sharply as … Read more