Table 1.
Isomorphism and causal effects on statistical power.
| Empirical component | Choice | Effect on statistical power |
|---|---|---|
| Measurement of outcome | Categorical outcome | Decreased statistical power |
| Ordinal outcome | Decreased statistical power | |
| Continuous outcome | Increased statistical power | |
|
| ||
| Research design | Between-subjects | Decreased statistical power |
| Within-subjects | Increased statistical power | |
| Multivariate | Decreased statistical power | |
|
| ||
| Magnitude of effect size | Small effect size | Decreased statistical power |
| Large effect size | Increased statistical power | |
|
| ||
| Variance of effect size | Homogeneity | Increased statistical power |
| Heterogeneity | Decreased statistical power | |
|
| ||
| Sample size | Small sample size | Decreased statistical power |
| Large sample size | Increased statistical power | |