I explained that for large-scale applications, I would use a combination of React's Context API and a state management library like Redux. I emphasized the importance of keeping the state structure modular, leveraging middleware for handling asynchronous actions (e.g., Redux Thunk or Redux Saga), and splitting reducers for scalability. Additionally, I mentioned implementing performance optimization techniques like memoization to prevent unnecessary re-renders.