The Global Representativeness Index: A Total Variation Distance Framework for Measuring Demographic Fidelity in Survey Research

Evan Hadfield, Andrew Konya

Global survey research increasingly informs high-stakes decisions in AI governance and cross-cultural policy, yet no standardized metric quantifies how well a sample's demographic…