More public schools are using FitnessGram tests to replace the Presidential Physical Fitness test, which they say can be embarrassing for some overweight or less-fit students and does little to motivate students to choose a healthier lifestyle.

FitnessGram tests were developed in 1982 by The Cooper Institute, a nonprofit health-research center. FitnessGram tracks individual students' progress toward fitness goals rather than compare student…