There are three commonly stated principles of evidence-based research: 1. Reliance when possible on statistically significant results from randomized trials; 2. Balancing of costs, benefits, and uncertainties in decision making; 3. Treatments targeted to individuals or subsets of the population. Unfortunately and paradoxically, the use of statistics for hypothesis testing can get in the way …