Psychology Journal Bans Significance Testing « Science-Based Medicine

From what I understand, p < 0.05 = statistical significance is completely arbitrary anyway, so this seems like a reasonable step. Why 0.05? What if, in a study, one ends up with a p-value of 0.06? Or even 0.055? Does that somehow mean the results are useless?