1. QUA-FUN-001 — Quantitative Research Design, Variables, Hypotheses and Statistical Planning

Description:

This Master Prompt would focus on establishing the methodological and statistical foundation of a quantitative study before data analysis begins. It would guide researchers in defining the research problem, research questions and hypotheses; identifying independent, dependent, control, confounding and covariate variables; determining levels of measurement; selecting experimental, observational, cross-sectional or longitudinal designs; developing sampling strategies; estimating appropriate sample size and statistical power; and constructing a defensible statistical analysis plan.

A major emphasis would be placed on matching the research question, variable structure, data characteristics and study design to appropriate statistical methods, rather than selecting statistical tests simply because they are commonly used.