Inverse distance weighting as a FEM shape function

Hello there!

I was thinking to use inverse distance  interpolation technique as a finite element shape function. However, am not sure about its performance for finite element method, inverse distance interpolation was originally developed for geographic information system.

can anyone help me please?

thanks in advance!