Unfortunately, studies are much, much more likely to be published if they show statistically significant results, which causes publication bias. Studies that fail to find statistically significant results are still scientifically meaningful, but both researchers and publications have a bias against them for a variety of reasons.
Chapter:
Lies, Damned Lies, and Statistics
Section:
Will It Replicate