Are peer review duration and publication delay research quality signals?

Here we study how the lengths of the periods from submission to acceptance (review duration) and from acceptance to publication (publication delay) relate to research quality, as operationalized by F1000Prime recommendations, for a large dataset of publications from the life and health sciences. We find a statistically detectable relationship between shorter peer review duration and recommendations, but its effect size is negligibly small.