Controlling the effective work function (/ ef f) of metal electrodes is critical and challenging in metal-oxide-semiconductor field effect transistors. The introduction of atomic dopants (also referred to as "capping" layers) is an emerging approach to controllably modify / ef f. Here, we investigate the energetic preference of the location of La, Y, Sc, Al, Ce, Ti, and Zr as atomic dopants within a model Pt/HfO 2 /Si stack and the resulting variation of / ef f using density functional theory calculations. Our results indicate that all the considered atomic dopants prefer to be situated at the interfaces. The dopant-induced variation of / ef f is found to be strongly correlated to the dopant electronegativity and location. Dopants at the metal/HfO 2 interface decrease / ef f with increasing dopant electronegativity, while a contrary trend is seen for dopants at the Si/HfO 2 interface. These results are consistent with available experimental data for La, Al, and Ti doping. Our findings, especially the identified correlations, have important implications for the further optimization and "scaling down" of transistors. V