Explore the theoretical foundations and implications of operations management in optimizing supply chain efficiency. How do advanced theories such as Lean Manufacturing, Six Sigma, and Just$-$In$-$Time $($JIT$)$ contribute to reducing waste, enhancing productivity, and improving quality? Additionally, discuss the challenges of integrating these theories into diverse industrial environments and their potential impact on global supply chain dynamics.