Attention span refers to the length of time an individual can maintain focus on a task or stimulus without becoming distracted. In the context of human-machine interface design, understanding attention span is crucial because it directly influences how effectively users can interact with machines and systems, ensuring that interfaces are designed to align with users' cognitive limitations and maximize productivity.