In this editorial, the authors note that steady submission rate and a rejection rate that hovers at 80%, indicates the journal is flourishing and provides them with the fortunate opportunity to make an excellent journal even better. To that end, they describe three initiatives they are working on and explain the changes readers can expect as they begin to implement them in the journal. Specifically, these initiatives include: (1) promoting transparency, openness, and reproducibility in published research; (2) improving author-reviewer fit; and (3) expanding the diversity of journal content and decision makers. (PsycINFO Database Record (c) 2019 APA, all rights reserved).