Scalar measures are developed for characterizing the non-proportional and o
ut-of-phase extent of any symmetric second-order tensor path. These scalar
measures are constructed by introducing the concept of the principal axes o
f the tensor path. These measures are independent of the parameterization o
f the tensor path. As required these measures are invariant under coordinat
e transformations. For an example, these measures are used to characterize
the stress history in the combustion dome of an internal-combustion automot
ive engine.