Our understanding of current global reef condition derives from synthesis of local studies, which are based on disparate and sparse data sources of variable quality. In this study, we conduct a meta-analysis using estimates of coral cover from a variety of local surveys, quantitatively relating reef condition to a suite of biogeophysical forcing parameters. We find that readily available public data for coral cover exhibit unexpected trends, contrary to prevailing scientific expectations.