APA-style statistical reporting combines the analysis name, statistic, degrees of freedom where applicable, p-value, effect size, confidence interval, and concise interpretation. Formatting should reflect the actual method and software output without converting nonsignificant findings into proof of no effect.
APA Results Formatter applies this concept to its defined inputs and workflow. It drafts result wording from user-supplied statistics.
The helper structures key-value statistic fields and returns formatted result sentence and reporting table so decisions and omissions can be reviewed explicitly. Input structure, labels, missing values, and selected options must match the intended workflow. It supports preparation and independent checking rather than replacing the governing software, standard, evidence, or professional review. Always check the latest target style guide and journal instructions.