A method for cardiopulmonary resuscitation training includes sensing a chest compression force via a distributed sensor, measuring a depth of the chest compression via an accelerometer, calculating depth of the chest compression based at least in part on the sensed chest compression force and, in some cases, on the measured depth of the chest compression.