The provided text, "Binomial-Z Test Demographic Analysis," serves as a comprehensive guide for consultants on employing the Binomial-Z two-proportion test in demographic analysis.
It explains the test's foundations, including its purpose in measuring disparity and its reliance on the Central Limit Theorem for binary outcomes.
The guide details the statistical framework, covering essential assumptions, hypothesis formulation, and the Z-statistic formula, contrasting it with confidence interval calculations.
Furthermore, it offers a practical step-by-step walkthrough of the test, guidance on interpreting output, and addresses advanced considerations like statistical power and sample size, as well as common pitfalls.
Finally, it outlines software implementation, reporting guidelines, and underscores the ethical imperatives of conducting demographic research responsibly.
