We all know that NIH has seen a large increase in applications over the past decade, but how much of this is due to scientists writing more applications and how much is a result of a larger number of scientists doing biomedical research? I decided to take a closer look at this question, particularly at competing applications for investigator-initiated research project grants (RPGs), i.e., those that are not submitted in response to a specific request for applications.