How much physical activity is optimal for one's health? How much of an exercise should an athlete perform to obtain an optimal level of strength? What is the optimal stretch routine? Such questions represent a large class of dose-response-related issues in physical activity, fitness, and health research. After reviewing critical problems in dose response research, meta-regression, Taguchi method, and response surface methodology will be introduced as effective methods for tackling these issues.