Code splitting involves breaking down React applications into smaller chunks of code that can be loaded on-demand as users navigate through the app, improving page loads, performance, and user experience. Route-based code splitting uses dynamic routes to split the application, loading only necessary components for each route and resulting in faster load times and improved resource usage.