An alternative to statistical power analysis that has much support among statisticians is the use of confidence intervals, for example the 90% confidence interval .
the outcome of a significance test is the dichotomous decision whether or not to reject the null hypothesis.
often the null hypothesis is not reject, a statement of no effect, which leaves us with very little information.
most scientists are interested in the size of the effect, which is best interpreted using confidence intervals.