If the null hypothesis is not rejected, [Sir Ronald] Fisher's position was that nothing could be concluded. But researchers find it hard to go to all the trouble of conducting a study only to conclude that nothing can be concluded.
Statistical Significance Testing and Cumulative Knowledge in, Psychology: Implications for Training of Researchers, Psychological Methods, Volume 1, Number 2, 1996