LaB 6 has been used as a commercial electron emitter for decades. Despite the large number of studies on the work function of LaB 6 , there is no comprehensive understanding of work function trends in the hexaboride material family. In this study, we use density functional theory calculations to calculate trends of rare-earth hexaboride work function and rationalize these trends based on the electronegativity of the metal element. We predict that alloying LaB 6 with Ba can further lower the work function by ∼0.2 eV. Interestingly, we find that alloyed (La, Ba)B 6 can have lower work functions than either LaB 6 or BaB 6 , benefiting from an enhanced surface dipole due to metal element size mismatch. In addition to hexaborides, we also investigate work function trends of similar material families, namely, tetraborides and transition metal nitrides, which, like hexaborides, are electrically conductive and refractory and thus may also be promising materials for electron emission applications. We find that tetraborides consistently have higher work functions than their hexaboride analogues as the tetraborides have less ionic bonding and smaller positive surface dipoles. Finally, we find that HfN has a low work function of about 2.2 eV, making HfN a potentially promising new electron emitter material.