The Bullwhip Effect and Ripple Effect with Respect to Supply Chain Resilience: Challenges and Opportunities

This repository contains the primary datasets and scripts used in the quantitative analysis of the Bullwhip and Ripple Effects within supply chain dynamics. The collection includes .dta files with processed time series data, Python scripts for SHAP-based explainability analysis (ShapSUMMARY, ShapDEPENDENCE, and ShapFORCE), and models addressing convergence behaviors. Additionally, the dataset includes the Research Dataset.xlsx, which compiles the core time series data employed throughout the study, and a .do file for identifying structural breaks. These materials support the reproducibility and transparency of the research findings.