Statistical significance is the least interesting thing about the results. You should describe the results in terms of measures of magnitude –not just, does a treatment affect people, but how much does it affect them.
- Gene V. Glass
The primary product of a research inquiry is one or more measures of effect size, not P values.
- Jacob Cohen
More things should not be used than are necessary.