Analysis readiness checklist

Achieved n is loaded automatically from your linked Google Sheet (same export as Workspace). Enter other study details below; Responso compares them to common, cited rules of thumb and flags issues for your methods section. This is not a guarantee of publishability, journal acceptance, or statistical adequacy—always align with your field, design, and a statistician when stakes are high.

Your inputs

Values here are saved in this browser for your account (except achieved n is refreshed when you load from the sheet).

Primary planned analysis

Achieved sample n (complete cases you will analyze)

Pulled from your linked Google Sheet (response rows). Change the number if you will drop incomplete cases or duplicates.

Population size N (for Yamane)

Desired margin of error e (proportion, e.g. 5 = ±5%)

Cohen’s d (effect to power for)

α (two-sided)

Target power (1 − β)

Number of predictors p (excluding intercept)

Outcome prevalence (%, for events-per-variable)

Rough marginal % in the smaller class if imbalanced.

Analysis readiness checklist

Your inputs

Evaluation