Modular programming involves breaking a large program into smaller, manageable tasks that can be designed independently, which enhances debugging and allows for code reuse. In QBasic, modules can be defined as sub procedures or function procedures, with each performing specific tasks and remaining self-contained. This approach facilitates collaboration among multiple programmers and aligns with the principle of divide, solve, and conquer.