Abstract

Sabbir Ahmed Chowdhury. Research manuscript investigating privacy-preserving causal marketing analytics and sustainable personalization. Using 2,205 anonymized customer records, the study evaluates whether data minimization can preserve causal, predictive, and customer-value performance while reducing dependence on extensive behavioral data.