Academic journals frequently do not publish papers that did not find an “interesting” effect. This comes under the “publication bias” moniker. This paper in PLOS One shows one specific ill effect this has on our perceptions of what research has shown: the papers that do make it to publication present an overly optimistic view of the effectiveness of psychological treatment of major depressive disorder.
Publication bias leads to error; psychology edition
The curious incident of DD on the Web 