Policy Dynamics in Zambia's Business Sector: A Critical Review within East Africa's Context

This study addresses a current research gap in Business concerning A Critical Review of Business Policy in East Africa in Zambia. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. A Critical Review of Business Policy in East Africa, Zambia, Africa, Business, action research This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims.