This paper discusses a recent development in partial least squares (PLS) path modeling, namely goodness-of-fit indices. In order to illustrate the behavior of the goodness-of-fit index (GoF) and the relative goodness-of-fit index (GoF<Subscript>rel</Subscript>), we estimate PLS path models with simulated data, and...</subscript>